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	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">bbr</journal-id>
			<journal-title-group>
				<journal-title>BBR. Brazilian Business Review</journal-title>
				<abbrev-journal-title abbrev-type="publisher">BBR, Braz. Bus. Rev.</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="epub">1807-734X</issn>
			<publisher>
				<publisher-name>Fucape Business School</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.15728/bbr.2022.19.1.1</article-id>
			<article-id pub-id-type="publisher-id">00001</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>ARTICLE</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>IFRS vs Bacen Gaap: Accounting Information’s Value Relevance of the Brazilian Financial Institutions</article-title>
				<trans-title-group xml:lang="pt">
					<trans-title>IFRS X Bacen Gaap: <italic><italic>Value Relevance</italic> das Informações Contábeis das Instituições Financeiras do Brasil</italic></trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-8671-2978</contrib-id>
					<name>
						<surname>Marques</surname>
						<given-names>Mariana Titoto</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0001-7776-1041</contrib-id>
					<name>
						<surname>Dalmacio</surname>
						<given-names>Flávia Zóboli</given-names>
					</name>
					<xref ref-type="aff" rid="aff1b"><sup>1</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-3057-6097</contrib-id>
					<name>
						<surname>Rezende</surname>
						<given-names>Amaury José</given-names>
					</name>
					<xref ref-type="aff" rid="aff1c"><sup>1</sup></xref>
				</contrib>
			</contrib-group>
				<aff id="aff1">
					<label>1</label>
					<institution content-type="original">Universidade de São Paulo, Faculdade de Economia, Administração e Contabilidade de Ribeirão Preto, Ribeirao Preto, SP, Brasil</institution>
					<institution content-type="normalized">Universidade de São Paulo</institution>
					<institution content-type="orgname">Universidade de São Paulo</institution>
					<institution content-type="orgdiv1">Faculdade de Economia</institution>
					<institution content-type="orgdiv2">Administração e Contabilidade de Ribeirão Preto</institution>
					<addr-line>
						<named-content content-type="city">Ribeirao Preto</named-content>
                        <named-content content-type="state">SP</named-content>
					</addr-line>
					<country country="BR">Brasil</country>
					<email>marianatitoto@gmail.com</email>
				</aff>
				<aff id="aff1b">
					<label>1</label>
					<institution content-type="original">Universidade de São Paulo, Faculdade de Economia, Administração e Contabilidade de Ribeirão Preto, Ribeirao Preto, SP, Brasil</institution>
					<institution content-type="normalized">Universidade de São Paulo</institution>
					<institution content-type="orgname">Universidade de São Paulo</institution>
					<institution content-type="orgdiv1">Faculdade de Economia</institution>
					<institution content-type="orgdiv2">Administração e Contabilidade de Ribeirão Preto</institution>
					<addr-line>
						<named-content content-type="city">Ribeirao Preto</named-content>
                        <named-content content-type="state">SP</named-content>
					</addr-line>
					<country country="BR">Brasil</country>
					<email>flaviazd@usp.br</email>
				</aff>
				<aff id="aff1c">
					<label>1</label>
					<institution content-type="original">Universidade de São Paulo, Faculdade de Economia, Administração e Contabilidade de Ribeirão Preto, Ribeirao Preto, SP, Brasil</institution>
					<institution content-type="normalized">Universidade de São Paulo</institution>
					<institution content-type="orgname">Universidade de São Paulo</institution>
					<institution content-type="orgdiv1">Faculdade de Economia</institution>
					<institution content-type="orgdiv2">Administração e Contabilidade de Ribeirão Preto</institution>
					<addr-line>
						<named-content content-type="city">Ribeirao Preto</named-content>
                        <named-content content-type="state">SP</named-content>
					</addr-line>
					<country country="BR">Brasil</country>
					<email>amauryj@usp.br</email>
				</aff>
			<author-notes>
				<corresp id="c1">
					<email>marianatitoto@gmail.com</email>
				</corresp>
				<corresp id="c2">
					<email>flaviazd@usp.br</email>
				</corresp>
				<corresp id="c3">
					<email>amauryj@usp.br</email>
				</corresp>
				<fn fn-type="conflict" id="fn1">
					<label>CONFLICTS OF INTEREST </label>
					<p> The authors declare there is no conflict of interests.</p>
				</fn>
				<fn fn-type="con" id="fn2">
					<label>AUTHOR’S CONTRIBUTION</label>
					<p> Author 1: Conceptualization (Lead) Data curation (Lead) Formal analysis (Lead) Funding acquisition (Lead) Investigation (Lead) Methodology (Lead) Project administration (Lead) Resources (Lead) Software (Lead) Supervision (Lead) Validation (Lead) Visualization (Lead) Writing-original draft (Lead) Writing-review &amp; editing (Lead) Author 2: Conceptualization (Supporting) Investigation (Supporting) Resources (Supporting) Supervision (Supporting) Visualization (Supporting) Writing-review &amp; editing (Supporting) Author 3: Resources (Supporting) Supervision (Supporting) Validation (Supporting) Visualization (Supporting) Writing-review &amp; editing (Supporting)</p>
				</fn>
			</author-notes>
			<!--<pub-date date-type="pub" publication-format="electronic">
				<day>28</day>
				<month>02</month>
				<year>2022</year>
			</pub-date>
			<pub-date date-type="collection" publication-format="electronic">
                <season>Jan-Feb</season>
				<year>2022</year>
			</pub-date>-->
			<pub-date pub-type="epub-ppub">
				<season>Jan-Feb</season>
				<year>2022</year>
			</pub-date>
			<volume>19</volume>
			<issue>1</issue>
			<fpage>1</fpage>
			<lpage>18</lpage>
			<history>
				<date date-type="received">
					<day>13</day>
					<month>05</month>
					<year>2020</year>
				</date>
				<date date-type="rev-recd">
					<day>26</day>
					<month>08</month>
					<year>2020</year>
				</date>
				<date date-type="accepted">
					<day>13</day>
					<month>04</month>
					<year>2021</year>
				</date>
				<date date-type="pub">
					<day>13</day>
					<month>12</month>
					<year>2021</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="en">
					<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License</license-p>
				</license>
			</permissions>
			<abstract>
				<title>ABSTRACT</title>
				<p>Brazilian financial institutions that have an Audit Committee and/or are listed on the Stock Exchange are obliged to disclose their financial statements in Bacen GAAP and IFRS. This study compares their relevanceusing the Ohlson Model (1995) adding control variables for the years 2010 to 2018. Two models were estimated, one for each set of standards, and the analysis of relevance was based on the R<sup>2</sup> values. The results were consistent with the expectations and they suggest that IFRS information (EPS and BVPS) is more value relevant to the investor when making investment decisions, suggesting a positive effect in the adoption of IFRS for Brazil. On the other hand, equity has a higher explanatory power than profit. Thus, as the disclosure of information is not necessarily simultaneous in Bacen and IFRS, although there is an influence of Bacen’s previous information in IFRS price, the results show an incremental information contained in IFRS information. All results show the positive effect of adopting international accounting standards, which is an information aimed at the investor. It seems that the central bank has already has already recognized the positive effect. After all, from in was the CMN Resolution No. 4818 which instituted the IFRS model as the only accounting standard for consolidated statements from 2021 onwards, while Bacen standard will be restricted to individual statements.</p>
			</abstract>
			<trans-abstract xml:lang="pt">
				<title>RESUMO</title>
				<p>As instituições financeiras brasileiras que possuem um Comitê de Auditoria e / ou estão listadas em Bolsa de Valores são obrigadas a divulgar as demonstrações financeiras em Bacen GAAP e IFRS. Esta pesquisa compara a relevância deles utilizando o Modelo de Ohlson (1995), adicionando variáveis ​​de controle para os anos de 2010 a 2018. Foram estimados dois modelos, um para cada conjunto de padrões, e a análise de relevância foi baseada nos valores de R2. Os resultados foram consistentes com as expectativas e sugerem que as informações em IFRS (EPS e BVPS) são mais relevantes para o investidor na tomada de decisões de investimento, sugerindo um efeito positivo na adoção do IFRS para o Brasil. Por outro lado, o patrimônio líquido tem maior poder explicativo do que o lucro. Assim, como a divulgação de informações não é necessariamente simultânea no Bacen e IFRS, embora haja influência das informações anteriores do Bacen no preço IFRS, os resultados mostram uma informação incremental contida nas informações IFRS. Todos os resultados mostram o efeito positivo da adoção das normas internacionais de contabilidade, que é uma informação voltada para o investidor. Parece que o Banco Central já reconheceu o efeito positivo, afinal, a partir da Resolução CMN nº 4.818 foi instituído o modelo IFRS como único padrão contábil para as demonstrações consolidadas a partir de 2021, enquanto a norma do Bacen ficará restrita às demonstrações individuais .</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>KEYWORDS</title>
				<kwd>Value relevance</kwd>
				<kwd>IFRS</kwd>
				<kwd>Bacen GAAP</kwd>
			</kwd-group>
			<kwd-group xml:lang="pt">
				<title>PALAVRAS-CHAVE</title>
				<kwd>Value relevance</kwd>
				<kwd>IFRS</kwd>
				<kwd>Bacen GAAP</kwd>
			</kwd-group>
			<counts>
				<fig-count count="0"/>
				<table-count count="6"/>
				<equation-count count="2"/>
				<ref-count count="50"/>
				<page-count count="18"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>1. INTRODUCTION</title>
			<p>The usefulness of accounting information has interested researchers on accounting and finance for more than fifty years, in a line of research called ‘value relevance’ (<xref ref-type="bibr" rid="B9">M. E. Barth, Beaver, &amp; Landsman, 2001</xref>). The pioneer studies by <xref ref-type="bibr" rid="B8">Ball and Brown (1968</xref>) and <xref ref-type="bibr" rid="B13">Beaver (1968</xref>) demonstrated the relevance of accounting information by presenting the relationship between the disclosure of information and the share prices. Some authors, however, affirm that this relevance could be reduced according to the characteristics of the firms and the institutional environment (<xref ref-type="bibr" rid="B7">Ball, 2006</xref>; <xref ref-type="bibr" rid="B35">Jeanjean &amp; Stolowy, 2008</xref>; <xref ref-type="bibr" rid="B47">Rezaee, Smith &amp; Szendi, 2010</xref>), which are among the conditions that justify the convergence of a countries’ accounting standards - IFRS. </p>
			<p>Regarding the adoption of IFRS, financial institutions around the world expressed some concerns. For <xref ref-type="bibr" rid="B11">M. E. Barth, Landsman, Young, and Zhuang (2014</xref>), these concerns were related to the use of fair value as a measurement basis, especially when it comes to financial instruments, which are the main components of these firms’ balance sheet reports. </p>
			<p>Some studies highlighted the value relevance of fair value in banks (<xref ref-type="bibr" rid="B5">M. E. Barth, 1994</xref>; <xref ref-type="bibr" rid="B6">M. E. Barth, Beaver, &amp; Landsman, 1996</xref>; <xref ref-type="bibr" rid="B21">Chiqueto, Silva, Colossal, &amp; Carvalho, 2015</xref>; <xref ref-type="bibr" rid="B30">Grillo, Lachini, Baioco, Reina, &amp; Neto, 2016</xref>; <xref ref-type="bibr" rid="B48">Sayed &amp; Salotti, 2015</xref>). Others showed the value relevance in the context of conservatism (<xref ref-type="bibr" rid="B42">Manganaris, Spathis, &amp; Dasilas, 2015</xref>; <xref ref-type="bibr" rid="B43">2016</xref>). Finally, some studies showed the value relevance in situations of the financial crisis (<xref ref-type="bibr" rid="B2">Agostino, Drago, &amp; Silipo, 2011</xref>; <xref ref-type="bibr" rid="B3">Anandarajan, Francis, Hasan, &amp; John, 2011</xref>; <xref ref-type="bibr" rid="B26">Elbakry, Nwachukwu, Abdou, &amp; Elshandidy, 2017</xref>; <xref ref-type="bibr" rid="B28">Fé Junior, Nakao, &amp; Souza Ribeiro, 2015</xref>).</p>
			<p>It is observed that the literature has not yet addressed the impact of IFRS considering the context of double disclosure in financial institutions focused on value relevance. So, this research seeks to answer the following question: “What accounting information disclosed by financial institutions is most value relevant to the Brazilian capital market: information that uses the IFRS or Bacen-GAAP standards?” Thus, the study seeks to compare the value relevance of accounting information presented according to IFRS and Bacen standards. The methodology used was panel data for the period from 2010 to 2017. The econometric model consisted of the <xref ref-type="bibr" rid="B46">Ohlson Model (1995</xref>) with the addition of control variables. </p>
			<p>The results were consistent with the expectations and they suggest that IFRS information is more value relevant to the investor when making investment decisions. Furthermore, the results indicate BVPS, both in IFRS and Bacen, has a higher explanatory power about that the changes in share prices. Furthermore, as the disclosure of information is not necessarily simultaneous in Bacen and IFRS, although there is an influence of Bacen’s previous information in IFRS prices, the results show an incremental information contained in IFRS information.</p>
			<p>In comparison to previous studies, this article focuses on financial institutions, considering they are an essential part of the economic system and are ina highly representative sector of the Brazilian market. As there are other studies that highlighted the main differences of these two set of standards (IFRS and Bacen) or that relate them to conservatism like <xref ref-type="bibr" rid="B24">Cunha et. al, 2016</xref>, and its characteristics, the boldness of this research lies precisely in proposing a different view, from the perspective of value relevance. This view is justified because if the accounting numbers are not significant for the users’ decision-making, the effort of the regulatory agencies will be useless (<xref ref-type="bibr" rid="B36">Lima Duarte, Girão, &amp; Paulo, 2017</xref>).</p>
		</sec>
		<sec>
			<title>2. LITERATURE REVIEW</title>
			<sec>
				<title>2.1. Value relevance</title>
				<p>Accounting is a tool to reduce informational asymmetry in the capital market (<xref ref-type="bibr" rid="B34">Iudicibus &amp; Lopes, 2004</xref>; <xref ref-type="bibr" rid="B38">Lopes &amp; Martins, 2007</xref>; <xref ref-type="bibr" rid="B49">Scott, 2012</xref>). According to <xref ref-type="bibr" rid="B8">Ball and Brown (1968</xref>), the accounting information is useful in the decision-making processes and promotes the market’s reaction and adjustment in the share prices. The research line that studies the association between accounting information (profit and equity) and the share prices is called value relevance, and it has been subject tso numerous research works.</p>
				<p><xref ref-type="bibr" rid="B8">Ball and Brown (1968</xref>) and <xref ref-type="bibr" rid="B13">Beaver (1968</xref>) are critical to understanding the link between business value and accounting information. The innovation brought by <xref ref-type="bibr" rid="B8">Ball and Brown (1968</xref>) was to question the validity of the normative theory, predominant in accounting research. They concluded that the information contained in the annual earnings reports are useful and the market will react if the earnings released are different from what was expected. <xref ref-type="bibr" rid="B13">Beaver (1968</xref>) analyzed the investors’ reactions to the release of information about firms’ earnings, based on changes in the volumes of common shares traded and on the returns of the shares in the weeks adjacent to the date of the release. The findings indicated that share prices’ behavior is an outcome of changes in the market expectation about the results of the firms. </p>
				<p><xref ref-type="bibr" rid="B46">Ohlson (1995</xref>) developed the conceptual and mathematical framework that says that the firm’s value is a function of net assets, together with portions of residual profit. The <xref ref-type="bibr" rid="B46">Ohlson Model (1995</xref>), known as ‘Residual Income Valuation’ (RIV) is the main methodology used in research in the area of ​​value relevance. It explains the firm’s value based on accounting information, such as equity and accounting profit, which are considered complementary in the formation of the firm’s market value. <xref ref-type="bibr" rid="B23">Collins, Maydew, and Weiss (1997</xref>) used the Ohlson Model to investigate, in the period 1953 to 1993, whether there were changes in the relevance of the accounting results and the book value as explanatory variables in the valuation of American firms. The results showed that the combined relevance of the profit and the asset value increased.</p>
				<p>It should be noted that most of the literature on ‘value relevance’ tested the relevance of the results in developed countries, such as the United States and European countries. For <xref ref-type="bibr" rid="B18">Burgstahler and Dichev (1997</xref>) and <xref ref-type="bibr" rid="B14">Beaver (1998</xref>), this relevance could be reduced in emerging countries, since they have certain specific characteristics, or country-specific factors, that would make them inefficient. <xref ref-type="bibr" rid="B39">Lopes, Sant’Anna, and Costa (2007</xref>) argue that historically when analyzing accounting and the capital market in Brazil, it is possible to observe characteristics such as credit-based stock market, strong links between tax aspects, governmental influence in the establishment of accounting standards, and the influence of Roman law in the legislation. Thus, to change these characteristics and increase transparency, relevance, and quality of accounting reports, facilitating comparability among them and making the capital market more efficient, Law 11638/2007 was enacted, which obliged publicly-traded firms to adopt IFRS.</p>
			</sec>
			<sec>
				<title>2.2. Adoption of IFRS</title>
				<p>Accounting is a science shaped both by economic and political factors. As markets and policies work dynamically and increasingly integrated, the harmonization of accounting standards and practices around the world turn out to be almost inevitable (<xref ref-type="bibr" rid="B7">Ball, 2006</xref>). The IASB is an entity that promotes the convergence of accounting standards between countries by issuing a set of standards that should be used in the preparation of the firms’ financial statements, called the International Financial Reporting Standards (IFRS) (<xref ref-type="bibr" rid="B40">Lourenço &amp; Branco, 2015</xref>).</p>
				<p><xref ref-type="bibr" rid="B50">Van Tendeloo and Vanstraelen (2005</xref>) list four advantages of adopting international standards: to increase the investors’ capacity of making informed decisions, by promoting uniformity in the way firms measure their position and asset performance; to reduce the costs of preparing financial information to accomplish the requirements of different sets of standards; to increase incentives for international investment; and to enable a more efficient allocation of financial resources worldwide.</p>
				<p>According to <xref ref-type="bibr" rid="B7">Ball (2006</xref>), an IFRS-based system, in addition to representing the economic essence of transactions rather than their legal form, also timely reflects economic gains and losses, increases the informative aspects of the results, and provides higher quality accounting information. <xref ref-type="bibr" rid="B40">Lourenço and Branco (2015</xref>) emphasize that one of the main arguments used in favor of the adoption of IFRS is that it allows for obtaining higher quality information as a consequence of the use of recognition and measurement criteria that best reflect the economic reality of the firms, as well as providing a wide range of information in the explanatory notes.</p>
				<p>According to <xref ref-type="bibr" rid="B19">Callao, Jarne, and Laínez (2007</xref>), one of the main points of the adoption of IFRS is the assumption that it increases the relevance of accounting information. <xref ref-type="bibr" rid="B31">Harris and Muller (1999</xref>), researching a sample of 89 firms over four years, showed the greater value relevance of the IFRS rather than in US-GAAPs in regards to price, but less in regards to the return. <xref ref-type="bibr" rid="B12">Bartov, Goldberg, and Kim (2005</xref>) compared the value relevance of profit in Germany and concluded that IFRS is more value relevant than the local set of standards. <xref ref-type="bibr" rid="B33">Horton and Serafeim (2006</xref>) analyzed the reaction of the English market and the value relevance in the period of transition to IFRS and found that the adoption was relevant only for profit and not for equity. </p>
				<p>However, there is no consensus in the literature, and the effect of adopting this set of standards still needs to be debated (<xref ref-type="bibr" rid="B22">Christensen, 2012</xref>; <xref ref-type="bibr" rid="B40">Lourenço &amp; Branco, 2015</xref>). For <xref ref-type="bibr" rid="B7">Ball (2006</xref>), a higher accounting standard such as the IFRS does not necessarily imply higher quality disclosure, because economic and political forces also influence the quality of the accounting reports. Thus, differences in the quality of accounting information should be observed even after the end of the convergence process, because the quality is a consequence of the corporate, institutional apparatus, which includes the legal and political systems of the country (<xref ref-type="bibr" rid="B47">Rezaee, Smith, &amp; Szendi, 2010</xref>). </p>
				<p>In this perspective, financial institutions around the world expressed concern about the adoption of international standards in the European Union in 2005 (<xref ref-type="bibr" rid="B11">M. E. Barth et al., 2014</xref>). <xref ref-type="bibr" rid="B4">Armstrong et al. (2010</xref>) pointed out that one of the main changes caused by the adoption of IFRS is the use of fair value as a measurement basis, especially in financial instruments, which are almost exclusively the asset element in the balance sheet of financial institutions. According to <xref ref-type="bibr" rid="B1">Acharya and Ryan (2016</xref>), firms that are part of the financial system are crucial for the maintenance and guarantee of the well-being of the countries, thus requiring high-quality information.</p>
			</sec>
			<sec>
				<title>2.3. Financial system</title>
				<p>Financial institutions directly or indirectly operate as intermediaries in the process of exchanging resources between surplus and deficit agents (<xref ref-type="bibr" rid="B15">Bhattacharya, Boot, &amp; Thakor, 1998</xref>). In the case of Brazil, financial institutions are subject to the rules of the Central Bank of Brazil (Bacen) (<xref ref-type="bibr" rid="B27">Farias et al., 2014</xref>). Historically, institutions that are part of the financial sector have always had an exclusive accounting framework compared to other non-financial institutions. This specific framework is based on a chart of accounts called the Accounting Plan of Institutions of the National Financial System, using the standard BR GAAP (Brazilian Generally Accepted Accounting Principles), respecting the accounting guidelines established by laws 4595/1964 (National Financial System Law), and 6404/1976 (Brazilian Corporation Law).</p>
				<p>However, the regulatory agency has always supported convergence with international standards. Through the announcement 14259/2006, Bacen disclosed procedures for the convergence of domestic to international standards. The document cites benefits of adopting international standards and reinforces the importance of quality, transparency, and comparability of the financial institutions’ financial statements, the credibility, and simplification of the monitoring of the economic and financial situation and performance, allowing to optimize capital allocation and to reduce costs related to fundraising and operating costs. </p>
				<p>Therefore, the Brazilian financial sector is in a particular condition where it has to present double financial disclosure, elaborated in distinct accounting models: the first one based on Cosif, which is under the responsibility of the Central Bank of Brazil (Bacen); and the second, following the international accounting standards (IFRS). As a basic principle, these different models have divergent priorities. The first focuses on the interests of regulatory and control agencies, emphasizing the financial system’s stability and the solidity of the institutions. The second focuses on needs regarding information, especially for investors and creditors (<xref ref-type="bibr" rid="B24">Cunha et al., 2016</xref>).</p>
			</sec>
			<sec>
				<title>2.4. Previous studies</title>
				<p>Some studies have observed the application of the concept of value relevance in the financial sector, from different perspectives. <xref ref-type="bibr" rid="B5">M. E. Barth (1994</xref>) researched how the disclosure of the fair value estimates of investment securities and the gains and losses based on the estimates were reflected in the share prices, as compared to historical costs. The author concluded that fair value estimates of investment securities provide significant explanatory power. The historical costs of investment securities, however, provided no significant exploratory power. </p>
				<p><xref ref-type="bibr" rid="B2">Agostino et al. (2011</xref>) investigated the value relevance of accounting information in the European banking industry before and after the adoption of IFRS. The findings show that the industry was significantly affected by the adoption of IFRS, especially because of the use of fair value. On the other hand, greater transparency does not necessarily mean that there has been an increase in value relevance. <xref ref-type="bibr" rid="B42">Manganaris et al. (2015</xref>) studied the relationship between the value relevance of accounting information and the conditional conservatism. The results indicate an increase in relevance and a decrease in conservatism after the adoption of international standards. <xref ref-type="bibr" rid="B29">Fiechter and Novotny-Farkas (2016</xref>) sought to identify whether institutional differences between countries affect the investor’s ability to process fair value information. They found a difference in the discount rate, which is reduced in an institutional environment where there are investors with greater experience in measuring using fair value.</p>
				<p><xref ref-type="bibr" rid="B45">Morris et al. (2016</xref>) examined the economic determinants and value relevance of banks’ loan loss provisions during a financial crisis, observing a sample of 5,187 banks from 2006 to 2010. Their findings suggest that loan loss provisions increased substantially during the crisis, while the levels of these provisions about equity remained modest. <xref ref-type="bibr" rid="B26">Elbakry et al. (2017</xref>) researched the changes in the value relevance of accounting information before and after the mandatory adoption of IFRS in Germany and the United Kingdom, based on several methodologies. They found that the value relevance of the book values of equity declined. When using a modified model, they observed an incremental value relevance of earnings and book values in the two countries.</p>
				<p>In the Brazilian literature, <xref ref-type="bibr" rid="B48">Sayed and Salotti (2015</xref>) studied the relationship between market values, net book value, and fair value as the sole measurement basis for financial instruments in the banks listed in B3, LSE and Euronext stock exchanges. The evidence points out that the use of fair value as a measurement basis approximates, even if discreetly, the net book value of the market value. However, accounting for the financial instrument at fair value does not impact the net asset value.</p>
				<p><xref ref-type="bibr" rid="B28">Fé Junior et al. (2015</xref>) researched the reactions of the stock market in the moment of the first disclosure using the IFRS in 2010. Based on an event study, the results pointed out the existence of cumulative abnormal returns, which suggests that the adoption of international standards was value relevant to the analyzed banks. Also, they found that returns were risk-weighted, indicating that the adoption of IFRS may have improved investor risk assessment.</p>
				<p><xref ref-type="bibr" rid="B21">Chiqueto et al. (2015</xref>) studied whether the fair value of Brazilian bank’s securities is relevant for investors in times of crisis, and the empirical evidence confirmed the value relevance of fair value. Also, validating their hypotheses, the authors found that there is a reduction in the value relevance of fair value in periods of crisis. In this same research topic, <xref ref-type="bibr" rid="B30">Grillo et al. (2016</xref>) observed the effect of using fair value in measuring equity elements based on the value relevance of accounting information. The authors used the <xref ref-type="bibr" rid="B46">Ohlson Model (1995</xref>) and found that the equity did not become more value relevant, which can be explained by the subjectivity of fair value as opposed to the greater objectivity of historical cost.</p>
				<p>Analyzing the literature, therefore, it is possible to see that the value relevance in the context of disclosure using the IFRS and Bacen-GAAP for Brazilian financial institutions is an issue not yet studied. On the other hand, since the information organized according to the IFRS is aimed at meeting the interests of investors and, according to the Bacen, is aimed at regulatory agencies, it is expected that information at an international standard will be more relevant to investors when making market decisions. In addition, as these standards may be associated with higher quality information (<xref ref-type="bibr" rid="B10">M. E. Barth et al., 2008</xref>; <xref ref-type="bibr" rid="B20">Chalmers et al., 2011</xref>; <xref ref-type="bibr" rid="B35">Jeanjean &amp; Stolowy, 2008</xref>; <xref ref-type="bibr" rid="B41">Macêdo et al., 2014</xref>), it is assumed that the investor will consider the standards that are more likely to inform them to make better investment decisions. This assumption led to formulate the following hypotheses:</p>
				<p>
					<list list-type="bullet">
						<list-item>
							<p>H<sub>1</sub>: Financial statements using the IFRS are more value relevant to the capital market than the information presented according to the Bacen-GAAP.</p>
						</list-item>
						<list-item>
							<p>H<sub>2</sub>: Earnings per share calculated, according to the IFRS standards, are more value relevant to the capital market than those calculated according to the Bacen-GAAP standards.</p>
						</list-item>
						<list-item>
							<p><bold>H<sub>3</sub>:</bold>: The book value per share calculated according to the IFRS standards is more value relevant to the capital market than those according to the Bacen-GAAP standards.</p>
						</list-item>
					</list>
				</p>
				<p>However, the disclosure of information is not necessarily simultaneous in Bacen and IFRS. Based on CVM data, it was seen that the Bacen’s information is (in most cases, but there are cases in which disclosure is simultaneous) released before than IFRS. So, when the banks release their IFRS financial statements there is a portion of information contained in prices due to previous release of Bacen financial statements. Considering that is expected that IFRS information is more relevant to investors when making market decisions, is expected that release of IFRS financial statements add information when it occurs in a different date of Bacen. This assumption led to formulate another hypothesis:</p>
				<p>
					<list list-type="bullet">
						<list-item>
							<p><bold>H<sub>4</sub>:</bold>: The release of IFRS financial statements add information when it occurs in a different date of Bacen.</p>
						</list-item>
					</list>
				</p>
			</sec>
		</sec>
		<sec sec-type="methods">
			<title>3. METHODOLOGY</title>
			<sec>
				<title>3.1. Sample</title>
				<p>In order to test the hypotheses elaborated empirically, data was used from financial statements of banks listed in <italic>Brasil, Bolsa, Balcão</italic> (B3) and/or banks that are required to constitute an Audit Committee, pursuant to Resolution 3786/2009 of the CMN, and therefore, are subject to double disclosure. In order to achieve greater comparability among the observations, only the banks that disclosed their accounting information for the period analyzed in both sets of standards were considered in the final sample. </p>
				<p>In addition, the final sample was limited only to the institutions that are listed in B3, since the dependent variable of the model was the share price, as explained below. The period of analysis started in 2010, the year in which the banks were required to disclose their financial statements in an international standard, and ends in 2018, totalizing 126 observations. The data, extracted from the CVM website, were collected annually to ensure greater comparability, considering that the IFRS statements are disclosed only once a year in most financial institutions. The analysis of these criteria led to a final sample of 14 financial institutions, according to <xref ref-type="table" rid="t1">Table 1</xref>:</p>
				<p>
					<table-wrap id="t1">
						<label>Table 1</label>
						<caption>
							<title>Research sample</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="center" colspan="2">Financial institutions</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="left">Banco ABC Brasil S.A.</td>
									<td align="left">Banco Mercantil Brasil S.A</td>
								</tr>
								<tr>
									<td align="left">Banco Alfa de Investimento S.A</td>
									<td align="left">Banco Pan S.A</td>
								</tr>
								<tr>
									<td align="left">Banco Bradesco S.A</td>
									<td align="left">Banco Pine S.A</td>
								</tr>
								<tr>
									<td align="left">Banco do Brasil S.A</td>
									<td align="left">Banco Santander (Brasil) S.A</td>
								</tr>
								<tr>
									<td align="left">Banco do Estado de Sergipe S.A</td>
									<td align="left">Banestes S.A Banco do Estado do Espirito Santo</td>
								</tr>
								<tr>
									<td align="left">Banco do Estado do Rio Grande do Sul S.A</td>
									<td align="left">BRB-Banco De Brasilia S.A</td>
								</tr>
								<tr>
									<td align="left">Banco Indusval S.A</td>
									<td align="left">Itaú Unibanco Holding S.A</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN1">
								<p><bold><italic>Source:</italic></bold> Elaborated by the authors.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title>3.2. Econometric model</title>
				<p>The regression used is based on the valuation model proposed by <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>) and found in the study by <xref ref-type="bibr" rid="B23">Collins et al. (1997</xref>). The <xref ref-type="bibr" rid="B46">Ohlson model (1995</xref>) includes the equity and the profit, which form the firm’s market value. In this model, the firm’s value, represented here by the firm’s share price, can be expressed as a function between the earnings per share (EPS) and the book value per share (BVPS), according to equation 1. In addition, <xref ref-type="bibr" rid="B23">Collins et al. (1997</xref>) segregate equation 1 in order to verify the explanatory power of each variable, according to equations 2 and 3:</p>
				<p>
				<disp-formula id="e1">
					<alternatives>
					<graphic xlink:href="e1.jpg"/>
				</alternatives>
				</disp-formula>
				</p>
				<p><italic>P</italic><sub><italic>i,t</italic></sub> = Price of a share of firm <italic>i</italic> in the period <italic>t</italic>;</p>
				<p><italic>EPS</italic><sub><italic>i,t</italic></sub> = Earnings per share of firm <italic>i</italic> in the period <italic>t</italic>;</p>
				<p><italic>BVPS</italic><sub><italic>i,t</italic></sub> = Book value per share of firm <italic>i</italic> in the period <italic>t</italic>;</p>
				<p>ε<sub><italic>i,t</italic> </sub> = Error.</p>
				<p>In order to obtain more robust results, control variables were added to the original model, in order to control other effects that may influence the dependent variable. The intention is to control such effects to isolate the possible effect that EPS and BVPS can have on value/price and make inferences about causality, according to equation 4:</p>
				<p>
				<disp-formula id="e2">
					<alternatives>
					<graphic xlink:href="e2.jpg"/>
				</alternatives>
				</disp-formula>
				</p>
				<p>The variables of the model, as well as the type, description, expected signal, the theoretical justifications, and corresponding literature, are explained in detail in <xref ref-type="table" rid="t2">Table 2</xref>. In order to “remove” the impact of inflation on financial data and obtain accurate values ​​of the accounting information, financial variables were deflated considering the index IPCA-E.</p>
				<p>
					<table-wrap id="t2">
						<label>Table 2</label>
						<caption>
							<title>Variables of the model</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="center">Variable</th>
									<th align="center">Type</th>
									<th align="center">Description/Calculation</th>
									<th align="center">Expected Signal</th>
									<th align="center">Justification and literature</th>
									<th align="center">Fonte</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="left">P<sub>i,t</sub> (Price)</td>
									<td align="left">Dependent</td>
									<td align="left">Closing price on the date of release of information</td>
									<td align="left"> </td>
									<td align="left"><italic>Proxy</italic> often used for value (<xref ref-type="bibr" rid="B46">Ohlson,1995</xref>). It is observed the price at the end of the next fiscal year</td>
									<td align="left">Economática®</td>
								</tr>
								<tr>
									<td align="left">EPS<sub>i,t-1</sub> (Earnings per share</td>
									<td align="left">Interest</td>
									<td align="left">Firm’s net earnings disclosed in each fiscal year, divided by the number of outstanding shares.</td>
									<td align="center">+</td>
									<td align="left">The higher the disclosed profits, the higher the price of the shares (<xref ref-type="bibr" rid="B46">Ohlson, 1995</xref>)</td>
									<td align="left">CVM</td>
								</tr>
								<tr>
									<td align="left">BVPS<sub>i,t-1</sub> (Book value per share</td>
									<td align="left">Interest</td>
									<td align="left">Firm’s book value disclosed in each fiscal year, divided by the number of outstanding shares.</td>
									<td align="center">+</td>
									<td align="left">The higher the equity disclosed, the higher the price of the shares (<xref ref-type="bibr" rid="B46">Ohlson, 1995</xref>)</td>
									<td align="left">CVM</td>
								</tr>
								<tr>
									<td align="left">Size<sub>i,t-1</sub></td>
									<td align="left">Control</td>
									<td align="left">Natural logarithm of the asset</td>
									<td align="center">+</td>
									<td align="left">Smaller banks are more likely to report losses in comparison to big banks, who are more profitable, which affects price and increases value. (<xref ref-type="bibr" rid="B3">Anandarajan et al., 2011</xref>; <xref ref-type="bibr" rid="B16">Bignotto &amp; Rodrigues, 2005</xref>; <xref ref-type="bibr" rid="B32">Hayn, 1995</xref>)</td>
									<td align="left">CVM</td>
								</tr>
								<tr>
									<td align="left">GDP<sub>i,t-1</sub></td>
									<td align="left">Control</td>
									<td align="left">Variation of the GDP at the end of the fiscal year</td>
									<td align="center">+</td>
									<td align="left">The value relevance of profit and equity is influenced by the GDP. When GDP grows companies become more profiting, which would take the increase in stock price (<xref ref-type="bibr" rid="B18">Burgstahler &amp; Dichev, 1997</xref>; <xref ref-type="bibr" rid="B25">Dontoh et al., 2004</xref>)</td>
									<td align="left">IBGE</td>
								</tr>
								<tr>
									<td align="left">Lev<sub>i,t-1</sub></td>
									<td align="left">Control</td>
									<td align="left">Relation between liabilities and equity</td>
									<td align="center">-</td>
									<td align="left">High leverage reduces value relevance (<xref ref-type="bibr" rid="B42">Manganaris et al., 2015</xref>). Leverage have a negative effect on price and value firm because it increases the risk of financial distress and bankruptcy (<xref ref-type="bibr" rid="B44">Maury &amp; Pajuste, 2005</xref>. Indebtedness increases agency costs and the risk of insolvency, increasing the risk of the business (Vinhado &amp; Divino, 2013).</td>
									<td align="left">CVM</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN2">
								<p>Source : Elaborated by the authors</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>All the variables, with exception of GDP, are calculated using both information. So, in IFRS model were used variables according IFRS information and Bacen model were used variables according Bacen information. However, in the model used to investigate the additional IFRS information, the price on the date of release of IFRS information was kept as dependent variable even in Bacen model, from the perspective of analyzing whether the variables calculated with Bacen’s information continue to influence the IFRS disclosure date and if there is an incremental information contained in IFRS information.</p>
			</sec>
		</sec>
		<sec sec-type="results|discussion">
			<title>4. RESULTS ANALYSIS AND DISCUSSION</title>
			<sec>
				<title>4.1. Descriptive statistics</title>
				<p>In order to verify the characteristics of the sample, a descriptive statistical analysis was conducted, as shown in <xref ref-type="table" rid="t3">Table 3</xref>.</p>
				<p>
					<table-wrap id="t3">
						<label>Table 3</label>
						<caption>
							<title>Descriptive statistics</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="left">Variable</th>
									<th align="center">Observations</th>
									<th align="center">Mean</th>
									<th align="center">Standard deviation</th>
									<th align="center">Minimum value</th>
									<th align="center">Maximum value</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="left">price_ifrs</td>
									<td align="center">126</td>
									<td align="center">12.4730</td>
									<td align="center">10.6295</td>
									<td align="center">1.3331</td>
									<td align="center">48.2789</td>
								</tr>
								<tr>
									<td align="left">price_bacen</td>
									<td align="center">126</td>
									<td align="center">12.2995</td>
									<td align="center">10.4538</td>
									<td align="center">1.3326</td>
									<td align="center">45.2529</td>
								</tr>
								<tr>
									<td align="left">eps_ifrs</td>
									<td align="center">126</td>
									<td align="center">1.6135</td>
									<td align="center">1.9256</td>
									<td align="center">-3.4319</td>
									<td align="center">8.3919</td>
								</tr>
								<tr>
									<td align="left">bvps_ifrs</td>
									<td align="center">126</td>
									<td align="center">11.7815</td>
									<td align="center">7.1627</td>
									<td align="center">-1.6173</td>
									<td align="center">27.8575</td>
								</tr>
								<tr>
									<td align="left">bvps_bacen</td>
									<td align="center">126</td>
									<td align="center">11.5147</td>
									<td align="center">6.7158</td>
									<td align="center">0.1337</td>
									<td align="center">26.0774</td>
								</tr>
								<tr>
									<td align="left">eps_bacen</td>
									<td align="center">126</td>
									<td align="center">1.5042</td>
									<td align="center">1.8020</td>
									<td align="center">-2.8726</td>
									<td align="center">8.1792</td>
								</tr>
								<tr>
									<td align="left">size_ifrs</td>
									<td align="center">126</td>
									<td align="center">17.5045</td>
									<td align="center">2.0662</td>
									<td align="center">14.2504</td>
									<td align="center">21.0844</td>
								</tr>
								<tr>
									<td align="left">size_bacen</td>
									<td align="center">126</td>
									<td align="center">17.1338</td>
									<td align="center">1.9070</td>
									<td align="center">14.2697</td>
									<td align="center">20.8002</td>
								</tr>
								<tr>
									<td align="left">lev_ifrs</td>
									<td align="center">126</td>
									<td align="center">11.0108</td>
									<td align="center">5.5917</td>
									<td align="center">5.4716</td>
									<td align="center">61.6745</td>
								</tr>
								<tr>
									<td align="left">lev_bacen</td>
									<td align="center">126</td>
									<td align="center">9.5426</td>
									<td align="center">5.8412</td>
									<td align="center">0.2174</td>
									<td align="center">54.6329</td>
								</tr>
								<tr>
									<td align="left">gdp</td>
									<td align="center">126</td>
									<td align="center">0.0208</td>
									<td align="center">0.0528</td>
									<td align="center">-0.0621</td>
									<td align="center">0.1020</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN3">
								<p><bold><italic>Source:</italic></bold> Elaborated by the authors.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>
					<xref ref-type="table" rid="t3">Table 3</xref> shows that the values ​​measured according to the Bacen standards are, on average, always lower when compared to IFRS. The mean values of EPS and BVPS for IFRS are respectively 1.6135 and 11.7815, while the EPS for Bacen is 1.5042 and BVPS is 11.5147. For standard deviation, and minimum and maximum values, the variables show the same characteristic, evidencing the differences between them when measured according to the IFRS or Bacen set of standards. This characteristic corroborates the idea that the financial statement produced using Bacen is conservative. As observed by <xref ref-type="bibr" rid="B27">Farias et al. (2014</xref>), this idea may explain why Bacen maintains this standard following the Cosif: as it presents, on average, smaller values, there is less room for manipulation in the financial statement and therefore, greater reliability.</p>
				<p>It is known that a characteristic of IFRS is the greater judgment of managers in the recognition, measurement, and disclosure of economic events, which may open greater possibility of manipulation (<xref ref-type="bibr" rid="B40">Lourenço &amp; Branco, 2015</xref>). As pointed out by <xref ref-type="bibr" rid="B24">Cunha et al. (2016</xref>), the statements using the Bacen standard are focused on ensuring the stability and solidity of the financial system. Therefore, a greater possibility of manipulation may be the concern of the regulatory agency towards the full adoption of IFRS.</p>
			</sec>
			<sec>
				<title>4.2. Panel data estimation - Bacen model</title>
				<p>After F test and Breusch-Pagan, results indicated pooled model in all cases. So, <xref ref-type="table" rid="t4">Table 4</xref> shows the result of pooled estimation by firms for the model in which the interest variables were measured according to the data using the Bacen standard. The f test indicates that both the complete and separate models are valid. By the values ​​of the t-test, it is possible to observe that in the Bacen model, the interest variables, EPS and BVPS were significant both in the complete model and separate models, again corroborating <xref ref-type="bibr" rid="B46">Ohlson’s (1995</xref>) findings. Therefore, such information is relevant for investors’ decision making, and this relation shows a positive signal: the disclosure of positive profit and equity increases the share price; when profit and equity are negative, the share price decreases.</p>
				<p>
					<table-wrap id="t4">
						<label>Table 4</label>
						<caption>
							<title>Outcomes of pooled estimation - Bacen model</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="left"> </th>
									<th align="center" colspan="3">Bacen model - complete</th>
									<th align="center" colspan="3">Bacen model - only BVPS</th>
									<th align="center" colspan="3">Bacen model - only EPS</th>
								</tr>
								<tr>
									<th align="left"> </th>
									<th align="center">Coef.</th>
									<th align="center">t</th>
									<th align="center">P&gt;|t|</th>
									<th align="center">Coef.</th>
									<th align="center">t</th>
									<th align="center">P&gt;|t|</th>
									<th align="center">Coef.</th>
									<th align="center">t</th>
									<th align="center">P&gt;|t|</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="center">bvps_bacen</td>
									<td align="center">0.5873391</td>
									<td align="center">3.60</td>
									<td align="center">0.000<sup>***</sup></td>
									<td align="center">0.7716071</td>
									<td align="center">6.36</td>
									<td align="center">0,000<sup>***</sup></td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">eps_bacen</td>
									<td align="center">1.042815</td>
									<td align="center">1.70</td>
									<td align="center">0.092<sup>*</sup></td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">2.483091</td>
									<td align="center">5.27</td>
									<td align="center">0.000<sup>***</sup></td>
								</tr>
								<tr>
									<td align="center">size_bacen</td>
									<td align="center">-0.406687</td>
									<td align="center">-0.94</td>
									<td align="center">0.350</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">lev_bacen</td>
									<td align="center">-0.006343</td>
									<td align="center">-0.05</td>
									<td align="center">0.964</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">gdp</td>
									<td align="center">-3.791559</td>
									<td align="center">-0.24</td>
									<td align="center">0.809</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">_cons</td>
									<td align="center">4.107115</td>
									<td align="center">1.90</td>
									<td align="center">0.060</td>
									<td align="center">3.414653</td>
									<td align="center">2.11</td>
									<td align="center">0.037<sup>**</sup></td>
									<td align="center">8.564325</td>
									<td align="center">7.77</td>
									<td align="center">0.000<sup>***</sup></td>
								</tr>
								<tr>
									<td align="center">Number of observations</td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">16</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">F</td>
									<td align="center">8.82</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">40.4</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">27.81</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">Prob &gt; F</td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">R-squared</td>
									<td align="center">26.86%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">24.57%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">18.32%</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">Adj R-squared</td>
									<td align="center">23.82%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">23.96%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">17.66%</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN4">
								<p><bold><italic>Source:</italic></bold> Elaborated by the authors.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>By the criterion of R<sup>2</sup>, BVPS_bacen seems to be more value relevant than EPS_bacen: adjusted R<sup>2</sup> for BVPS_bacen is 23.96%, against 17.66% of the EPS_bacen. This implies that equity is more value relevant than profit for investors’ decision making based on information produced according to the Bacen standard. However, in case of control variables, ‘size_bacen,’ ‘lev_bacen’ and ‘gdp’ were not statistically significant in the Bacen model.</p>
			</sec>
			<sec>
				<title>4.3. Panel data estimation - IFRS model</title>
				<p>
					<xref ref-type="table" rid="t5">Table 5</xref> shows the outcomes of the pooled estimation for the model in which the interest variables were measured according to data using the IFRS standard. By the values ​​of the test t, it is possible to observe that the variables of interest, EPS and BVPS were significant both in the complete and separate models. This result corroborates with the <xref ref-type="bibr" rid="B46">Ohlson model (1995</xref>), in which profit and equity explain the firm’s value. Therefore, such information is relevant for investors at the moment of making investment decisions. Also, the two variables present a positive signal, that is, the higher the profit and equity disclosed by the firms, the greater the value and the price of their shares, as expected by <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>).</p>
				<p>
					<table-wrap id="t5">
						<label>Table 5</label>
						<caption>
							<title>Outcomes of pooled estimation - IFRS model</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="left"> </th>
									<th align="center" colspan="3">IFRS model - complete</th>
									<th align="center" colspan="3">IFRS model - only BVPS</th>
									<th align="center" colspan="3">IFRS model - only EPS</th>
								</tr>
								<tr>
									<th align="left"> </th>
									<th align="center">Coef.</th>
									<th align="center">t</th>
									<th align="center">P&gt;|t|</th>
									<th align="center">Coef.</th>
									<th align="center">t</th>
									<th align="center">P&gt;|t|</th>
									<th align="center">Coef.</th>
									<th align="center">t</th>
									<th align="center">P&gt;|t|</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="center">bvps_ifrs</td>
									<td align="center">0.795091</td>
									<td align="center">4.56</td>
									<td align="center">0.000<sup>***</sup></td>
									<td align="center">0.8456583</td>
									<td align="center">7.72</td>
									<td align="center">0.000<sup>***</sup></td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">eps_ifrs</td>
									<td align="center">1.0662805</td>
									<td align="center">1.57</td>
									<td align="center">0.000<sup>***</sup></td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">2.576699</td>
									<td align="center">5.9</td>
									<td align="center">0.000<sup>***</sup></td>
								</tr>
								<tr>
									<td align="center">size_ifrs</td>
									<td align="center">-0.305653</td>
									<td align="center">-0.79</td>
									<td align="center">0.431</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">lev_ifrs</td>
									<td align="center">-0.177539</td>
									<td align="center">-1.25</td>
									<td align="center">0.216</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">gdp</td>
									<td align="center">0.2038383</td>
									<td align="center">0.01</td>
									<td align="center">0.989</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">_cons</td>
									<td align="center">9.815513</td>
									<td align="center">1.43</td>
									<td align="center">0.154</td>
									<td align="center">2.509854</td>
									<td align="center">1.66</td>
									<td align="center">0.099<sup>*</sup></td>
									<td align="center">8.315488</td>
									<td align="center">7.6</td>
									<td align="center">0.000<sup>***</sup></td>
								</tr>
								<tr>
									<td align="center">Number of observations</td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">F</td>
									<td align="center">12.33</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">54.63</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">34.54</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">Prob &gt; F</td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">R-squared</td>
									<td align="center">33.94%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">32.47%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">21.79%</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="center">Adj R-squared</td>
									<td align="center">31.19%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">31.93%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">21.16%</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN5">
								<p><bold><italic>Source:</italic></bold> Elaborated by the authors.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>
					<xref ref-type="table" rid="t5">Table 5</xref> results showed that both variables, BVPS and EPS are relevant to explain the behavior of prices. This finding contradicts <xref ref-type="bibr" rid="B37">Lopes (2001</xref>) who indicated, in Brazil, the explanation for share prices is based on equity and not on profit. In addition, all control variables were not significant, same result that Bacen model.It is interesting to observe that, similarly to Bacen, the adjusted R<sup>2</sup> of IFRS regression, since this is higher in the BVPS model than in the EPS, suggesting that investors holding shares of the financial institutions listed in B3 rely more on equity than profit to make their investment decisions, when the data is using the IFRS standard. </p>
			</sec>
			<sec>
				<title>4.4. Comparative analysis between IFRS vs. Bacen and IFRS aditional information</title>
				<p>After the analysis of the models’ estimates, a comparison of the outcomes is crucial to advance and answer the research question: What accounting information disclosed by financial institutions is most value relevant to the Brazilian capital market: information that uses the IFRS or information that uses Bacen-GAAP standards? In this case, because it is a relative association study, the R<sup>2</sup> of the model is the research focus, and the model that presents the R<sup>2</sup> will be considered, therefore, the most value relevant. The R<sup>2</sup> is an indicator of the proportion of the sample variation of the dependent variable explained by the set of explanatory variables. </p>
				<p>However, like the release of information is not necessarily simultaneous in Bacen and IFRS, is possible that there is a portion of information contained in prices due to previous release of Bacen financial statements. From that context and to investigate this, a model - named “IFRS additional information” was tested with price on the date of release of IFRS information was kept as dependent variable even in Bacen model. The results are summarized in <xref ref-type="table" rid="t6">Table 6</xref>, including a comparison between IFRS e Bacen model.</p>
				<p>
					<table-wrap id="t6">
						<label>Table 6</label>
						<caption>
							<title>Comparison IFRS model vs Bacen model and Bacen additional information</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="left"> </th>
									<th align="center" colspan="3">Bacen model - complete</th>
									<th align="center" colspan="3">Bacen model - only BVPS</th>
									<th align="center" colspan="3">Bacen model - only EPS</th>
								</tr>
								<tr>
									<th align="left"> </th>
									<th align="center">Coef.</th>
									<th align="center">t</th>
									<th align="center">P&gt;|t|</th>
									<th align="center">Coef.</th>
									<th align="center">t</th>
									<th align="center">P&gt;|t|</th>
									<th align="center">Coef.</th>
									<th align="center">t</th>
									<th align="center">P&gt;|t|</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="right">bvps_bacen</td>
									<td align="center">0.5873391</td>
									<td align="center">3.60</td>
									<td align="center">0.000<sup>***</sup></td>
									<td align="center">0.7716071</td>
									<td align="center">6.36</td>
									<td align="center">0,000<sup>***</sup></td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="right">eps_bacen</td>
									<td align="center">1.042815</td>
									<td align="center">1.70</td>
									<td align="center">0.092<sup>*</sup></td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">2.483091</td>
									<td align="center">5.27</td>
									<td align="center">0.000<sup>***</sup></td>
								</tr>
								<tr>
									<td align="right">_cons</td>
									<td align="center">4.107115</td>
									<td align="center">1.90</td>
									<td align="center">0.060<sup>*</sup></td>
									<td align="center">3.414653</td>
									<td align="center">2.11</td>
									<td align="center">0.037<sup>**</sup></td>
									<td align="center">8.564325</td>
									<td align="center">7.77</td>
									<td align="center">0.000<sup>***</sup></td>
								</tr>
								<tr>
									<td align="left">Number of observations</td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">F</td>
									<td align="center">8.82</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">40.4</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">27.81</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">Prob &gt; F</td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">R-squared</td>
									<td align="center">26.86%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">24.57%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">18.32%</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">Adj R-squared</td>
									<td align="center">23.82%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">23.96%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">17.66%</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left"> </td>
									<td align="center" colspan="3">IFRS model - complete</td>
									<td align="center" colspan="3">IFRS model - only BVPS</td>
									<td align="center" colspan="3">IFRS model - only EPS</td>
								</tr>
								<tr>
									<td align="left"> </td>
									<td align="center">Coef.</td>
									<td align="center">t</td>
									<td align="center">P&gt;|t|</td>
									<td align="center">Coef.</td>
									<td align="center">t</td>
									<td align="center">P&gt;|t|</td>
									<td align="center">Coef.</td>
									<td align="center">t</td>
									<td align="center">P&gt;|t|</td>
								</tr>
								<tr>
									<td align="right">bvps_ifrs</td>
									<td align="center">0.795091</td>
									<td align="center">4.56</td>
									<td align="center">0.000<sup>***</sup></td>
									<td align="center">0.8456583</td>
									<td align="center">7.72</td>
									<td align="center">0.000<sup>***</sup></td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="right">eps_ifrs</td>
									<td align="center">1.0662805</td>
									<td align="center">1.57</td>
									<td align="center">0.000<sup>***</sup></td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">2.576699</td>
									<td align="center">5.9</td>
									<td align="center">0.000<sup>***</sup></td>
								</tr>
								<tr>
									<td align="right">_cons</td>
									<td align="center">9.815513</td>
									<td align="center">1.43</td>
									<td align="center">0.154</td>
									<td align="center">2.509854</td>
									<td align="center">1.66</td>
									<td align="center">0.099<sup>*</sup></td>
									<td align="center">8.315488</td>
									<td align="center">7.6</td>
									<td align="center">0.000<sup>***</sup></td>
								</tr>
								<tr>
									<td align="left">Number of observations</td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">F</td>
									<td align="center">12.33</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">54.63</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">34.54</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">Prob &gt; F</td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">R-squared</td>
									<td align="center">33.94%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">32.47%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">21.79%</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">Adj R-squared</td>
									<td align="center">31.19%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">31.93%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">21.16%</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left"> </td>
									<td align="center" colspan="3">Bacen add info model - complete</td>
									<td align="center" colspan="3">Bacen add info model - only BVPS</td>
									<td align="center" colspan="3">Bacen add info model - only EPS</td>
								</tr>
								<tr>
									<td align="left"> </td>
									<td align="center">Coef.</td>
									<td align="center">t</td>
									<td align="center">P&gt;|t|</td>
									<td align="center">Coef.</td>
									<td align="center">t</td>
									<td align="center">P&gt;|t|</td>
									<td align="center">Coef.</td>
									<td align="center">t</td>
									<td align="center">P&gt;|t|</td>
								</tr>
								<tr>
									<td align="right">bvps_bacen</td>
									<td align="center">0.5215314</td>
									<td align="center">3.11</td>
									<td align="center">0.002<sup>***</sup></td>
									<td align="center">0.7522741</td>
									<td align="center">6.02</td>
									<td align="center">0.000<sup>***</sup></td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="right">eps_bacen</td>
									<td align="center">1.344775</td>
									<td align="center">2.11</td>
									<td align="center">0.037<sup>**</sup></td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">2.558389</td>
									<td align="center">5.4</td>
									<td align="center">0.000<sup>***</sup></td>
								</tr>
								<tr>
									<td align="right">_cons</td>
									<td align="center">9.753622</td>
									<td align="center">1.24</td>
									<td align="center">0.216</td>
									<td align="center">3.810721</td>
									<td align="center">2.29</td>
									<td align="center">0.024<sup>**</sup></td>
									<td align="center">8.62451</td>
									<td align="center">7.7</td>
									<td align="center">0.000<sup>***</sup></td>
								</tr>
								<tr>
									<td align="left">Number of observations</td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">126</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">F</td>
									<td align="center">8.2</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">36.19</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">28.73</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">Prob &gt; F</td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">0.0000</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">R-squared</td>
									<td align="center">25.47%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">224.59%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">18.81%</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">Adj R-squared</td>
									<td align="center">22.36%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">21.97%</td>
									<td align="left"> </td>
									<td align="left"> </td>
									<td align="center">18.16%</td>
									<td align="left"> </td>
									<td align="left"> </td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN6">
								<p><bold><italic>Source:</italic></bold> Elaborated by the authors.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>The data presented in <xref ref-type="table" rid="t6">Table 6</xref>, shows that, in the complete model, adjusted R<sup>2</sup> is 31,19%, for IFRS and 23,82% for Bacen. In another words, the IFRS model presents values ​​higher than the Bacen model. This implies that H<sub>1</sub> cannot be rejected, suggesting that the financial information of financial institutions measured according to IFRS are more value relevant than those in Bacen, i.e., they are preferred by investors when making their investment decisions. Therefore, there may be a positive effect in the adoption of the international accounting standards for Brazil, corroborating studies by <xref ref-type="bibr" rid="B10">M. E. Barth, Landsman, and Lang, 2008</xref>; <xref ref-type="bibr" rid="B20">Chalmers, Clinch, and Godfrey, 2011</xref>; <xref ref-type="bibr" rid="B35">Jeanjean and Stolowy, 2008</xref>; <xref ref-type="bibr" rid="B41">Macêdo, Bezerra, and Klann, 2014</xref>.</p>
				<p>On the other hand, in the outcomes of the estimates for the separate models, when comparing earnings per share (EPS) and book value per share (BVPS), it is observed that, in general, the changes in share prices are more explained by the BVPS than EPS. In the comparison between EPS_Bacen and EPS_IFRS, the adjusted R<sup>2</sup> values indicate that EPS_IFRS has more explanatory power for share prices, which implies that H<sub>2</sub> cannot be rejected. When analyzing equity, the adjusted R<sup>2</sup> value is higher in IFRS than Bacen, which implies that <bold>H<sub>3</sub>:</bold> cannot be rejected and, consequently, the earnings per share measured according to the IFRS standards are more value relevant than the one measured according to the Bacen standards. </p>
				<p>Besides that, analyzing adjusted R<sup>2</sup> and the coefficients of IFRS additional information model, it is possible to observe influence of Bacen’s previous information in IFRS price. However, in comparison with adjusted R<sup>2</sup> of IFRS model, the results suggest an incremental information contained in IFRS information since the value of adjusted R<sup>2</sup> is 31.19%, against only 22.36% for the other model. This increase in information both cases: EPS and BVPS, where the value of adjusted R<sup>2</sup> is higher in IFRS than Bacen additional model. This implies that <bold>H<sub>4</sub>:</bold> cannot be rejected and, consequently, the release of IFRS financial statements add information when it occurs in a different date of Bacen. This result also reinforces the positive effect of adopting international accounting standards. It is important to remember that, unlike the information presented according to Bacen, the one using IFRS is aimed at the investor.</p>
			</sec>
		</sec>
		<sec sec-type="conclusions">
			<title>5. CONCLUSION</title>
			<p>This research compared the value relevance of accounting information provided according to IFRS and Bacen standards. The methodology adopted panel data analysis of 14 financial institutions and was used the <xref ref-type="bibr" rid="B46">Ohlson model (1995</xref>). The results were consistent with the expectations and they suggest that IFRS information is more value relevant to the investor when making investment decisions. Furthermore, the results indicate BVPS, both in IFRS and Bacen, has a higher explanatory power than EPS about that the changes in share prices. The results remain both EPS and BVPS, indicating that these two types of information, when measured based on IFRS, are used by investors in their process of making decisions. Thus, there may be a positive effect in the adoption of the IFRS for Brazil, corroborating studies by <xref ref-type="bibr" rid="B10">M. E. Barth, Landsman, and Lang, 2008</xref>; <xref ref-type="bibr" rid="B20">Chalmers, Clinch, and Godfrey, 2011</xref>; <xref ref-type="bibr" rid="B35">Jeanjean and Stolowy, 2008</xref>; <xref ref-type="bibr" rid="B41">Macêdo, Bezerra, and Klann, 2014</xref>.</p>
			<p>Additionally, as the disclosure of information is not necessarily simultaneous in Bacen and IFRS, the results of this research also suggest influence of Bacen’s previous information in IFRS price. In comparison with adjusted R<sub>2</sub> of IFRS model, the results show an incremental information contained in IFRS information: both EPS and BVPS, where the value of adjusted R<sub>2</sub> is higher in IFRS than Bacen additional model. This result shows the positive effect of adopting international accounting standards, which is an information aimed at the investor.</p>
			<p>It should be noted that the sample of 14 financial institutions is quite small. Therefore, the results were based on a total of only 126 observations. In this sense, the findings of this research cannot be generalized, and their interpretations are specifically restricted to this sample. However, this does not invalidate the contributions of the study. The study indicates the positive effects of the adoption of international standards. It is important to note that seems that the Central Bank has already realized positioned itself on this since, from the CMN Resolution No. 4818 was instituted the IFRS model as the only accounting standard for consolidated statements from 2021 onwards, while Bacen standard will be restricted to individual statements. </p>
		</sec>
	</body>
	<back>
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	<!--<sub-article article-type="translation" id="s1" xml:lang="pt">
		<front-stub>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>ARTIGO</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>IFRS X Bacen Gaap: <italic><italic>Value Relevance</italic> das Informações Contábeis das Instituições Financeiras do Brasil</italic></article-title>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-8671-2978</contrib-id>
					<name>
						<surname>Marques</surname>
						<given-names>Mariana Titoto</given-names>
					</name>
					<xref ref-type="aff" rid="aff10"><sup>1</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0001-7776-1041</contrib-id>
					<name>
						<surname>Dalmacio</surname>
						<given-names>Flávia Zóboli</given-names>
					</name>
					<xref ref-type="aff" rid="aff10"><sup>1</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-3057-6097</contrib-id>
					<name>
						<surname>Rezende</surname>
						<given-names>Amaury José</given-names>
					</name>
					<xref ref-type="aff" rid="aff10"><sup>1</sup></xref>
				</contrib>
				<aff id="aff10">
					<institution content-type="original">Universidade de São Paulo, Faculdade de Economia, Administração e Contabilidade de Ribeirão Preto, Ribeirao Preto, SP, Brasil</institution>
					<institution content-type="orgname">Universidade de São Paulo</institution>
					<institution content-type="orgdiv1">Faculdade de Economia</institution>
					<institution content-type="orgdiv2">Administração e Contabilidade de Ribeirão Preto</institution>
					<addr-line>
						<city>Ribeirao Preto</city>
						<state>SP</state>
					</addr-line>
					<country country="BR">Brasil</country>
				</aff>
			</contrib-group>
			<author-notes>
				<corresp id="c10">
					<email>marianatitoto@gmail.com</email>
				</corresp>
				<corresp id="c20">
					<email>flaviazd@usp.br</email>
				</corresp>
				<corresp id="c30">
					<email>amauryj@usp.br</email>
				</corresp>
				<fn fn-type="conflict" id="fn10">
					<label>CONFLITOS DE INTERESSE </label>
					<p> Os autores declaram não haver conflito de interesses</p>
				</fn>
				<fn fn-type="con" id="fn20">
					<label>CONTRIBUIÇÃO DO AUTOR</label>
					<p> Autor 1: Conceituação (LÍDER) Curadoria de dados (LÍDER) Análise formal (LÍDER) Aquisição de financiamento (LÍDER) Investigação (LÍDER) Metodologia (LÍDER) Administração do projeto (LÍDER) Recursos (LÍDER) Software (LÍDER) Supervisão (LÍDER) Validação (LÍDER) Visualização (LÍDER) Rascunho original escrito (LÍDER) Redação, revisão e edição (LÍDER) Autor 2: Conceituação (Apoio) Investigação (Apoio) Recursos (Apoio) Supervisão (Apoio) Visualização (suporte) Redação, revisão e edição (apoio) Autor 3: Recursos (Apoio) Supervisão (Apoio) Validação (suporte) Visualização (suporte)</p>
				</fn>
			</author-notes>
			<abstract>
				<title>RESUMO </title>
				<p>As instituições financeiras brasileiras que possuem um Comitê de Auditoria e / ou estão listadas em Bolsa de Valores são obrigadas a divulgar as demonstrações financeiras em Bacen GAAP e IFRS. Esta pesquisa compara a relevância deles utilizando o Modelo de Ohlson (1995), adicionando variáveis ​​de controle para os anos de 2010 a 2018. Foram estimados dois modelos, um para cada conjunto de padrões, e a análise de relevância foi baseada nos valores de R2. Os resultados foram consistentes com as expectativas e sugerem que as informações em IFRS (EPS e BVPS) são mais relevantes para o investidor na tomada de decisões de investimento, sugerindo um efeito positivo na adoção do IFRS para o Brasil. Por outro lado, o patrimônio líquido tem maior poder explicativo do que o lucro. Assim, como a divulgação de informações não é necessariamente simultânea no Bacen e IFRS, embora haja influência das informações anteriores do Bacen no preço IFRS, os resultados mostram uma informação incremental contida nas informações IFRS. Todos os resultados mostram o efeito positivo da adoção das normas internacionais de contabilidade, que é uma informação voltada para o investidor. Parece que o Banco Central já reconheceu o efeito positivo, afinal, a partir da Resolução CMN nº 4.818 foi instituído o modelo IFRS como único padrão contábil para as demonstrações consolidadas a partir de 2021, enquanto a norma do Bacen ficará restrita às demonstrações individuais .</p>
			</abstract>
			<kwd-group xml:lang="pt">
				<title>PALAVRAS-CHAVE</title>
				<kwd>Value relevance</kwd>
				<kwd>IFRS</kwd>
				<kwd>Bacen GAAP</kwd>
			</kwd-group>
		</front-stub>
		<body>
			<sec sec-type="intro">
				<title>1. INTRODUÇÃO</title>
				<p>A utilidade da informação contábil desperta o interesse dos pesquisadores da área de contabilidade e finanças há mais de cinquenta anos, em uma linha de pesquisa intitulada <italic>value relevance</italic> (<xref ref-type="bibr" rid="B9">M. E. Barth, Beaver, &amp; Landsman, 2001</xref>). Os trabalhos de <xref ref-type="bibr" rid="B8">Ball e Brown (1968</xref>) e <xref ref-type="bibr" rid="B13">Beaver (1968</xref>) são considerados seminais nessa área, pois demonstraram a relevância da informação contábil ao evidenciarem a existência de uma relação entre a divulgação da informação e o preço das ações de mercado. Apesar disso, alguns autores afirmam que essa relevância poderia ser diminuída mediante características específicas das empresas e do próprio ambiente institucional (<xref ref-type="bibr" rid="B7">Ball, 2006</xref>; <xref ref-type="bibr" rid="B35">Jeanjean &amp; Stolowy, 2008</xref>; <xref ref-type="bibr" rid="B47">Rezaee, Smith &amp; Szendi, 2010</xref>), que é uma das justificativas para a convergência dos padrões contábeis dos países - IFRS.</p>
				<p>As instituições financeiras do mundo todo expressaram certo receio com a adoção das IFRS. Para <xref ref-type="bibr" rid="B11">M. E. Barth, Landsman, Young, e Zhuang (2014</xref>), isso se deu porque o uso do valor justo como base de mensuração é uma característica notável das normas internacionais, especialmente no que concerne aos instrumentos financeiros (IAS 39), que são os principais componentes patrimoniais dos balanços dessas empresas. </p>
				<p>Alguns estudos destacaram a relevância do valor justo em bancos (<xref ref-type="bibr" rid="B5">M. E. Barth, 1994</xref>; <xref ref-type="bibr" rid="B6">M. E. Barth, Beaver, &amp; Landsman, 1996</xref>; <xref ref-type="bibr" rid="B21">Chiqueto, Silva, Colossal, &amp; Carvalho, 2015</xref>; <xref ref-type="bibr" rid="B30">Grillo, Lachini, Baioco, Reina, &amp; Neto, 2016</xref>; <xref ref-type="bibr" rid="B48">Sayed &amp; Salotti, 2015</xref>). Outros mostraram a relevância do valor no contexto do conservadorismo (<xref ref-type="bibr" rid="B42">Manganaris, Spathis, &amp; Dasilas, 2015</xref>; <xref ref-type="bibr" rid="B43">2016</xref>). Finalmente, alguns estudos mostraram a relevância do valor em situações de crise financeira (<xref ref-type="bibr" rid="B2">Agostino, Drago, &amp; Silipo, 2011</xref>; <xref ref-type="bibr" rid="B3">Anandarajan, Francis, Hasan, &amp; John, 2011</xref>; <xref ref-type="bibr" rid="B26">Elbakry, Nwachukwu, Abdou, &amp; Elshandidy, 2017</xref>; <xref ref-type="bibr" rid="B28">Fé Junior, Nakao, &amp; Souza Ribeiro, 2015</xref>).</p>
				<p>Observa-se que a literatura ainda não abordou o impacto das IFRS considerando o contexto da dupla divulgação nas instituições financeiras. Assim, esta pesquisa busca responder à seguinte questão de pesquisa: “Quais informações contábeis divulgadas pelas instituições financeiras são mais relevantes para o mercado brasileiro de capitais: as que estão de acordo as IFRS ou as que estão em normas do Bacen-GAAP?” Dessa forma, o objetivo geral do trabalho é comparar a relevância das informações contábeis em IFRS e em Bacen. Para tanto, a metodologia utilizada foram dados em painel para o período de 2010 a 2017. O modelo econométrico utilizado consistiu no Modelo de <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>), adicionado de variáveis de controle.</p>
				<p>Os resultados foram consistentes com as expectativas e sugerem que as informações em IFRS são mais relevantes para o investidor na tomada de decisões de investimento. Além disso, os resultados indicam que o VPA, tanto no IFRS quanto no Bacen, têm maior poder explicativo sobre as variações nos preços das ações. Além disso, como a divulgação de informações não é necessariamente simultânea no Bacen e IFRS, embora haja influência das informações anteriores do Bacen no preço IFRS, os resultados mostram uma informação incremental contida nas informações IFRS.</p>
				<p>Em relação aos estudos anteriores, este artigo foca em estudar as instituições financeiras que são parte essencial do sistema econômico e fazem parte de um setor altamente representativo no mercado brasileiro. Assim como há outros estudos que destacaram as principais diferenças desses dois conjuntos de normas (IFRS e Bacen) ou que os relacionam ao conservadorismo como <xref ref-type="bibr" rid="B24">Cunha et. al, 2016</xref>, e suas características, a ousadia dessa pesquisa reside justamente no fato de que propõe uma visão diferenciada, a partir de uma nova ótica: a de <italic>value relevance</italic>. Essa nova visão justifica-se, pois, se os números contábeis não forem significativos para a tomada de decisão dos usuários, o esforço dispendido pelos órgãos normatizadores será inútil (<xref ref-type="bibr" rid="B36">Lima Duarte, Girão, &amp; Paulo, 2017</xref>).</p>
			</sec>
			<sec>
				<title>2. REVISÃO DA LITERATURA</title>
				<sec>
					<title><bold>2.1<italic>. Value relevance</italic></bold></title>
					<p>A contabilidade é uma ferramenta que possui a finalidade de reduzir a assimetria informacional no mercado de capitais (<xref ref-type="bibr" rid="B34">Iudicibus &amp; Lopes, 2004</xref>; <xref ref-type="bibr" rid="B38">Lopes &amp; Martins, 2007</xref>; <xref ref-type="bibr" rid="B49">Scott,2012</xref>). Para <xref ref-type="bibr" rid="B8">Ball e Brown (1968</xref>), isso decorre de a informação contábil ser útil na tomada de decisão dos usuários, pois o mercado reage a essa informação e ajusta o preço das ações. A linha de pesquisa que estuda a associação entre a informação contábil (representada pelo lucro e patrimônio líquido) e o preço das ações é denominada <italic>value relevance</italic> e vem sendo alvo de inúmeras pesquisas. </p>
					<p><xref ref-type="bibr" rid="B8">Ball e Brown (1968</xref>) e <xref ref-type="bibr" rid="B13">Beaver (1968</xref>) são fundamentais para entender a ligação entre o valor das empresas e os números contábeis. <xref ref-type="bibr" rid="B8">Ball e Brown (1968</xref>) foram inovadores, porque questionaram a validade da teoria normativa, predominante nas pesquisas em contabilidade. Os autores concluíram que as informações contidas no lucro anual reportado são úteis e que, se o lucro divulgado é diferente da expectativa do mercado, este reage na mesma direção. <xref ref-type="bibr" rid="B13">Beaver (1968</xref>) analisou as reações dos investidores à publicação de informações sobre os lucros das empresas com base nas alterações nos volumes de ações ordinárias negociadas e nos retornos dessas ações nas semanas adjacentes à data das publicações dos lucros. Os resultados indicaram que o comportamento dos preços das ações é resultado de mudanças nas expectativas do mercado como um todo, em relação aos resultados futuros das empresas.</p>
					<p><xref ref-type="bibr" rid="B46">Ohlson (1995</xref>) desenvolveu o arcabouço conceitual e matemático o qual diz que o valor de uma empresa é uma função do patrimônio líquido mais as parcelas do lucro residual. O Modelo de <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>), ou <italic>Residual Income Valuation</italic> (RIV), é a principal metodologia empregada nas pesquisas da área de <italic>value relevance</italic>, pois explica o valor da firma com base em informações contábeis, como o patrimônio líquido e os lucros contábeis, considerados complementares na formação do valor de mercado da empresa. <xref ref-type="bibr" rid="B23">Collins, Maydew, e Weiss (1997</xref>) empregaram o Modelo de Ohlson para investigar, no período de 1953 a 1993, se existiam mudanças na relevância do resultado contábil e do valor patrimonial como variáveis explicativas na avaliação de empresas americanas. Os resultados contrariaram as expectativas dos autores e revelaram que a relevância combinada do lucro com o valor patrimonial aumentou. </p>
					<p>Cabe ressaltar que a maior parte da literatura de <italic>value relevance</italic> testou a relevância do resultado em países desenvolvidos, como os Estados Unidos e países da Europa. Para <xref ref-type="bibr" rid="B18">Burgstahler e Dichev (1997</xref>) e <xref ref-type="bibr" rid="B14">Beaver (1998</xref>), essa relevância poderia, então, ser reduzida em países emergentes, já que estes possuem determinadas características específicas, ou <italic>country-specific factors</italic>, que os tornariam pouco eficientes. <xref ref-type="bibr" rid="B39">Lopes, Sant’Anna, e Costa (2007</xref>) discorrem que historicamente, ao analisar a contabilidade e o mercado de capitais no Brasil, é possível notar que quase todas essas características estão presentes no contexto nacional: mercado acionário baseado no crédito, forte vinculação entre aspectos tributários, influência governamental no estabelecimento de padrões contábeis e influência do direito romano nas leis. Assim, sob a justificativa de quebrar esse paradigma e consequentemente aumentar a transparência, relevância e qualidade dos relatórios contábeis, facilitar a comparabilidade entre eles e tornar mais eficiente o mercado de capitais, foi promulgada a Lei 11.638/2007, que obrigou as empresas de capital aberto a adotarem as normas internacionais de contabilidade, as chamadas IFRS. </p>
				</sec>
				<sec>
					<title>2.2. Adoção das IFRS</title>
					<p>A contabilidade é uma ciência delineada tanto por fatores econômicos quanto políticos. Como os mercados e as políticas trabalham de forma dinâmica e cada vez mais integrados, a harmonização de normas e práticas contábeis ao redor do mundo acaba por ser quase inevitável (<xref ref-type="bibr" rid="B7">Ball,2006</xref>). Dessa forma, em 1973 criou-se um organismo privado em esferainternacional intitulado <italic>International Accounting Standards Board</italic>, mais conhecido como IASB. O IASB é uma entidade que tem a função de promover a convergência dos padrões contábeis entre os países por meio da emissão de um conjunto de normas que devem ser utilizadas na elaboração das demonstrações financeiras das empresas, as chamadas <italic>International Financial Reporting Standards</italic> (IFRS) (<xref ref-type="bibr" rid="B40">Lourenço &amp; Branco,2015</xref>)</p>
					<p><xref ref-type="bibr" rid="B50">Van Tendeloo e Vanstraelen(2005</xref>) enumeram quatro vantagens decorrentes da adoção das normas internacionais: proporcionar uma maior capacidade de osinvestidores tomarem suas decisões de maneira maisinformada, dada a uniformização na forma de mensurar a posição e o desempenho patrimonial das empresas; diminuir os custos de elaboração de informação financeira de acordo com diversos conjuntos de normas; aumentar incentivos ao investimento internacional e possibilitar uma alocação de recursos financeiros mais eficiente em nível mundial.</p>
					<p><xref ref-type="bibr" rid="B7">Ball (2006</xref>) expõe que um sistema baseado nas IFRS, além de representar mais a essência econômica das transações do que sua forma legal, também reflete ganhos e perdas econômicos de forma mais tempestiva ou oportuna, aumenta a informatividade dos resultados e fornece informações contábeis de maior qualidade. <xref ref-type="bibr" rid="B40">Lourenço e Branco (2015</xref>) reforçam que um dos principais argumentos utilizados a favor da adoção das IFRS é o de que esse conjunto de normas possibilita a obtenção de informações de maior qualidade como consequência do uso de critérios de reconhecimento e de mensuração que melhor refletem a realidade econômica das empresas, além do fornecimento de um conjunto amplo de informações nas notas explicativas. </p>
					<p>De acordo com <xref ref-type="bibr" rid="B19">Callao, Jarne e Laínez (2007</xref>), um dos principais pontos da adoção das IFRS é a suposição de que ela aumenta a relevância da informação contábil. <xref ref-type="bibr" rid="B31">Harris e Muller (1999</xref>), a partir de uma amostra de 89 empresas e um período de quatro anos, evidenciaram maior relevância do IFRS do que em US-GAAPs em relação ao preço, mas menor sobre o retorno. <xref ref-type="bibr" rid="B12">Bartov, Goldberg e Kim (2005</xref>) compararam a relevância do lucro na Alemanha e concluíram que IFRS é mais <italic>value relvant</italic> que as normas locais. <xref ref-type="bibr" rid="B33">Horton e Serafeim (2006</xref>) analisaram a reação do mercado inglês e a relevância no período de transição para o IFRS e encontraram que a adoção foi relevante apenas para o lucro e não para o patrimônio líquido.</p>
					<p>No entanto, não há um consenso na literatura, e o efeito da adoção desse conjunto de normas ainda precisa ser debatido (<xref ref-type="bibr" rid="B22">Christensen,2012</xref>;<xref ref-type="bibr" rid="B40">Lourenço &amp; Branco,2015</xref>). Para <xref ref-type="bibr" rid="B7">Ball (2006</xref>), um padrão contábil superior como esse não necessariamente implica uma divulgação de maior qualidade, porque na qualidade dos relatórios contábeis também há a influência de forças econômicas e políticas. Assim, diferenças na qualidade da informação contábil devem ser observadas mesmo após a finalização do processo de convergência, porque a qualidade é resultado do aparato institucional das empresas, no qual estão incluídos os sistemas legal e político do país (<xref ref-type="bibr" rid="B47">Rezaee, Smith, &amp; Szendi,2010</xref>). </p>
					<p>Foi a partir dessa perspectiva que as instituições financeiras do mundo expressaram preocupação com a adoção das normas internacionais na União Europeia em 2005 (<xref ref-type="bibr" rid="B11">M. E. Barth et al.,2014</xref>). <xref ref-type="bibr" rid="B4">Armstrong et al. (2010</xref>) discorrem que uma das principais alterações originadas pela adoção das IFRS é o uso do valor justo como base de mensuração, especialmente nos instrumentos financeiros, que são quase que exclusivamente os elementos patrimoniais dos balanços das instituições financeiras. De acordo com <xref ref-type="bibr" rid="B1">Acharya e Ryan (2016</xref>), essas empresas componentes do sistema financeiro são de importância fundamental para manutenção e garantia do bem-estar dos países, necessitando, portanto, de informações da mais alta qualidade.</p>
				</sec>
				<sec>
					<title>2.3. Sistema financeiro</title>
					<p>As instituições financeiras atuam, direta ou indiretamente, como intermediárias no processo de troca de recursos entre agentes poupadores (superavitários) e tomadores (deficitários) (<xref ref-type="bibr" rid="B15">Bhattacharya, Boot, &amp; Thakor,1998</xref>). No caso do Brasil, as instituições financeiras (bancos múltiplos, comerciais, de investimento, de desenvolvimento, cooperativas de crédito, sociedades de arrendamento mercantil, de crédito, financiamento, investimento, crédito imobiliário e associações de poupança e empréstimo) estão sujeitas às regras do Bacen (<xref ref-type="bibr" rid="B27">Farias et al.,2014</xref>). Historicamente, os componentes do setor financeiro sempre possuíram um arcabouço contábil exclusivo, se comparado às demais instituições não financeiras. Esse arcabouço específico é baseado em um plano de contas denominado Plano Contábil das Instituições do Sistema Financeiro Nacional (Cosif), em padrão BR GAAP (<italic>Brazilian Generally Accepted Accounting Principles</italic>), de acordo com as diretrizes contábeis estabelecidas pelas leis no 4.595/64 - Lei do Sistema Financeiro Nacional - e no 6.404/76 - Lei das Sociedades por Ações.</p>
					<p>No entanto, o órgão regulador sempre apoiou a convergência com as normas interna- cionais. Por meio da emissão do Comunicado no 14.259/2006, o Banco Central divulgou procedimentos para a convergência das normas domésticas para as normas internacionais. O documento cita benefícios da adoção das normas internacionais e reforça a importância da qualidade, transparência e comparabilidade das demonstrações contábeis das instituições financeiras, a credibilidade e simplificação do acompanhamento da situação econômico-financeira e desempenho, possibilitando a otimização na alocação de capitais e a redução de custos de captação e operacionais.</p>
					<p>Dessa forma, o setor financeiro brasileiro apresenta uma condição muito particular que exige dupla divulgação financeira, elaborada em modelos contábeis distintos: a primeira formulada com base no Plano Contábil das Instituições do Sistema Financeiro Nacional (Cosif), que está sob responsabilidade do Bacen; e a segunda, de acordo com as normas internacionais de contabilidade. Como princípio básico, tem-se que esses diferentes modelos possuem prioridades divergentes: o primeiro deve atender prioritariamente aos interesses dos órgãos reguladores e de supervisão, com atenção voltada à estabilidade do sistema e solidez das entidades, enquanto o segundo deve priorizar as necessidades informacionais, principalmente de investidores e credores (<xref ref-type="bibr" rid="B24">Cunha et al.,2016</xref>).</p>
				</sec>
				<sec>
					<title>2.4. Estudos anteriores</title>
					<p>Alguns estudos se propuseram a estudar a aplicação do conceito de <italic>value relevance</italic> em diversas perspectivas, no setor financeiro. M. E. <xref ref-type="bibr" rid="B5">Barth (1994</xref>) investigou como a divulgação das estimativas de valor justo dos títulos de investimentos e os ganhos/perdas decorrentes dessa estimativa, refletiam-se no preço das ações, em comparação com o custo histórico. A autora concluiu que as estimativas de valor justo fornecem um poder explicativo significativo maior quando comparadas com o custo histórico, que não é significativo. A partir de um modelo de mensuração de erro, verificou-se que o valor justo apresentou menor erro em relação ao preço das ações.</p>
					<p><xref ref-type="bibr" rid="B2">Agostino et al. (2011</xref>) investigaram o <italic>value relevance</italic> da informação contábil na indústria europeia bancária antes e após a adoção das IFRS. As evidências indicam que o setor foi significativamente afetado pela adoção, especialmente pelo uso do valor justo. Eles concluíram que o preço das ações aumentou após a adoção. Assim, as mudanças introduzidas pelas IFRS melhoraram o conteúdo das informações contábeis, pois aumentaram a transparência. Em contraste a isso, uma maior transparência não necessariamente significa que houve aumento da relevância de valor. <xref ref-type="bibr" rid="B3">Anandarajan et al.(2011</xref>) vão além da transparência e investigam também o papel das normas contábeis, legais, financeiras, corporativas e do ambiente bancário em termos de nível, tamanho, risco e organização e como isso afeta a relevância do valor. Eles concluíram que, em um nível macro, as diferenças nas formas de mensuração e o tipo de ambiente legal são os fatores que mais influenciam o <italic>value relevance</italic>.</p>
					<p><xref ref-type="bibr" rid="B45">Morris et al.(2016</xref>) examinaram os determinantes econômicos de relevância de valor das provisões de empréstimos bancários durante o período de crise financeira, a partir de uma amostra de 5.187 bancos no período de 2006 a 2010. Os resultados sugerem que as provisões aumentaram substancialmente durante a crise, enquanto a relação provisão/patrimônio líquido manteve-se modesta. Recentemente, <xref ref-type="bibr" rid="B26">Elbakry et al.(2017</xref>) investigaram as mudanças no <italic>value relevance</italic> da informação contábil antes e após a adoção mandatória das IFRS na Alemanha e no Reino Unido, a partir de diversas metodologias. Pelo Modelo de <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>), eles encontraram que a relevância do valor contábil do patrimônio líquido diminuiu. Por outro modelo modificado, observaram uma relevância incremental dos lucros e do valor contábil nos dois países. </p>
					<p>Nas pesquisas nacionais, <xref ref-type="bibr" rid="B48">Sayed e de Salotti (2015</xref>) estudaram as relações dos valores de mercado, dos patrimônios líquidos contábeis e da utilização do valor justo como base única de mensuração para instrumentos financeiros nos bancos listados na BM&amp;FBovespa, LSE e Euronext. As evidências dão indícios de que o uso do valor justo como base de mensuração aproxima o valor contábil do patrimônio líquido do valor de mercado, mesmo que de forma discreta. No entanto, contabilizar ou não o instrumento financeiro usando o valor justo, não impacta o patrimônio líquido.</p>
					<p><xref ref-type="bibr" rid="B28">Fé Junior et al. (2015</xref>) buscaram verificar as reações do mercado acionário em torno do momento da primeira divulgação em IFRS, no ano de 2010. Como a divulgação em IFRS ocorreu após a divulgação das demonstrações em norma Bacen, foi necessário isolar o efeito das informações incrementais em relação ao que já havia sido apresentado em Bacen. A partir de um estudo de eventos, os resultados apontaram a existência de retornos anormais acumulados, e isso sugere que a adoção das normas internacionais foi <italic>value relevant</italic> para os bancos analisados. Além disso, eles constataram que os retornos foram influenciados pelo risco, o que indica que a adoção das IFRS pode ter melhorado a avaliação de investidores em relação ao risco.</p>
					<p><xref ref-type="bibr" rid="B21">Chiqueto et al. (2015</xref>) objetivaram descobrir se o valor justo dos <italic>securities</italic> dos bancos brasileiros é relevante para os investidores em tempo de crise. As evidências empíricas ratificam a relevância do valor justo. Ainda, confirmando as hipóteses previstas, verificaram que durante o período de crise há uma redução na relevância do valor justo. Nessa mesma linha de pesquisa, <xref ref-type="bibr" rid="B30">Grillo et al. (2016</xref>) investigaram o efeito da utilização do valor justo na mensuração de elementos patrimoniais sobre a relevância das informações contábeis. Os autores utilizaram o Modelo de <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>), o qual revelou que o patrimônio líquido não se tornou mais relevante, o que pode ser explicado pela subjetividade do valor justo em oposição à maior objetividade do custo histórico.</p>
					<p>É possível perceber, portanto, que a literatura ainda não analisou a relevância no contexto da divulgação em IFRS e Bacen-GAAP para as instituições financeiras brasileiras. Por outro lado, como as informações em IFRS objetivam atender aos interesses dos investidores e as em Bacen estão voltadas ao regulador, espera-se que as informações em padrão internacional sejam mais relevantes para o investidor na hora de tomar suas decisões de mercado. Ademais, como essas normas podem ser associadas à informação de maior qualidade (<xref ref-type="bibr" rid="B10">M. E. Barth et al., 2008</xref>; <xref ref-type="bibr" rid="B20">Chalmers et al.,2011</xref>; <xref ref-type="bibr" rid="B35">Jeanjean &amp; Stolowy,2008</xref>; <xref ref-type="bibr" rid="B41">Macêdo et al.,2014</xref>), supõe-se que o investidor irá considerar essa informação porque ele estaria mais informado, o que poderia ensejar as melhores decisões de investimento. Consequentemente, com base nesse raciocínio, foram formuladas as seguintes hipóteses:</p>
					<p>
						<list list-type="bullet">
							<list-item>
								<p><bold>H<sub>1</sub>:</bold> As demonstrações em IFRS são mais <italic>value relevant</italic> paraomercado de capitais em relação às informações em Bacen-GAAP.</p>
							</list-item>
							<list-item>
								<p><bold>H<sub>2</sub>:</bold> O lucro por ação calculado conforme as normas IFRS é mais <italic>value relevant</italic> parao mercado de capitais em relação ao de acordo com as normasBacen-GAAP.</p>
							</list-item>
							<list-item>
								<p><bold>H<sub>3</sub>:</bold> O valor patrimonial por ação calculado conforme as normas IFRS é mais <italic>value relevant</italic> para o mercado de capitais em relação ao de acordo com as normas Bacen-GAAP.</p>
							</list-item>
						</list>
					</p>
					<p>No entanto, a divulgação de informações não é necessariamente simultânea no Bacen e no IFRS. Com base nos dados da CVM, constatou-se que as informações do Bacen são (na maioria dos casos, mas há casos em que a divulgação é simultânea) divulgadas antes do IFRS. Assim, quando os bancos divulgam suas demonstrações financeiras em IFRS, há uma parte das informações contidas nos preços em função da divulgação anterior das demonstrações financeiras do Bacen. Considerando que se espera que as informações em IFRS sejam mais relevantes para os investidores na tomada de decisões, espera-se que a divulgação das demonstrações financeiras em IFRS agregue informações quando ocorrer em outra data do Bacen. Essa suposição levou a formular outra hipótese: </p>
					<p>
						<list list-type="bullet">
							<list-item>
								<p><bold>H<sub>4</sub>:</bold> A divulgação das demonstrações financeiras em IFRS adiciona informações quando ocorre em outra data do Bacen.</p>
							</list-item>
						</list>
					</p>
				</sec>
			</sec>
			<sec sec-type="methods">
				<title>3. METODOLOGIA</title>
				<sec>
					<title>3.1. Amostra e coleta de dados</title>
					<p>Para que fosse possível testar empiricamente as hipóteses elaboradas, foram utilizados os dados das demonstrações dos bancos listados na Brasil, Bolsa, Balcão (B3) e/ou que são obrigados a constituir Comitê de Auditoria, conforme a Resolução nº 3.786/2009 do CMN, e, portanto, estão sujeitos à dupla divulgação. Para manter maior comparabilidade entre as observações, só foram considerados na amostra final os bancos em que houve a divulgação simultânea baseada nos dois modelos contábeis para o período analisado.</p>
					<p>Além disso, a amostra final também ficou limitada apenas às instituições que estão listadas na B3, uma vez que a variável dependente do modelo foi preço da ação, conforme será explicado posteriormente. O período de análise iniciou-se em 2010, pois somente a partir dessa data os bancos foram obrigados, de fato, a divulgar as demonstrações em padrão internacional, que terminou em 2018, totalizando 126 observações. Os dados, extraídos do <italic>site</italic> da CVM, foram coletados anualmente para também assegurar maior comparabilidade: as demonstrações em IFRS são divulgadas apenas uma vez por ano na maioria das instituições financeiras, enquanto em Bacen são divulgadas a cada trimestre. A análise desses critérios levou a uma amostra final de 14 instituições financeiras, conforme <xref ref-type="table" rid="t10">Tabela 1</xref>:</p>
					<p>
						<table-wrap id="t10">
							<label>Tabela 1</label>
							<caption>
								<title>Amostra da pesquisa</title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
								</colgroup>
								<thead>
									<tr>
										<th align="center" colspan="2">Instituições Financeiras</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="left">Banco ABC Brasil S.A.</td>
										<td align="left">Banco Mercantil Brasil S.A</td>
									</tr>
									<tr>
										<td align="left">Banco Alfa de Investimento S.A</td>
										<td align="left">Banco Pan S.A</td>
									</tr>
									<tr>
										<td align="left">Banco Bradesco S.A</td>
										<td align="left">Banco Pine S.A</td>
									</tr>
									<tr>
										<td align="left">Banco do Brasil S.A</td>
										<td align="left">Banco Santander (Brasil) S.A</td>
									</tr>
									<tr>
										<td align="left">Banco do Estado de Sergipe S.A</td>
										<td align="left">Banestes S.A Banco do Estado do Espirito Santo</td>
									</tr>
									<tr>
										<td align="left">Banco do Estado do Rio Grande do Sul S.A</td>
										<td align="left">BRB-Banco De Brasilia S.A</td>
									</tr>
									<tr>
										<td align="left">Banco Indusval S.A</td>
										<td align="left">Itaú Unibanco Holding S.A</td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN12">
									<p><bold><italic>Fonte:</italic></bold> Elaboração própria.</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
				</sec>
				<sec>
					<title>3.2. Modelo econométrico</title>
					<p>A regressão testada baseia-se no modelo de <italic>valuation</italic> proposto por <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>) e utilizado no estudo de <xref ref-type="bibr" rid="B23">Collins et al. (1997</xref>). O modelo de <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>) contempla o Patrimônio Líquido e o Lucro Líquido, que se completam na formação do valor de mercado da empresa. Nesse modelo, o valor da empresa - aqui representado pelo preço ação da companhia - pode ser expresso como uma função entre o Lucro por Ação e o Valor Patrimonial da Ação, conforme a equação 1. Além disso, <xref ref-type="bibr" rid="B23">Collins et al. (1997</xref>) segregam a equação 1 a fim de verificar o poder explicativo de cada variável, conforme as equações 2 e 3:</p>
<p>
<disp-formula id="e10">
<mml:math id="m10" display="block">
<mml:msub><mml:mrow><mml:mi>P</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mo>=</mml:mo><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>B</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mo>+</mml:mo><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>B</mml:mi></mml:mrow><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mi>*</mml:mi><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi><mml:mi>P</mml:mi><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>-</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mo>+</mml:mo><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>B</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mi>*</mml:mi><mml:msub><mml:mrow><mml:mi>V</mml:mi><mml:mi>P</mml:mi><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>-</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mo>+</mml:mo><mml:mi>u</mml:mi></mml:math>
    <label>(1)</label></disp-formula>
</p>
<p>
<disp-formula id="e20">
<mml:math id="m20" display="block">
<mml:msub><mml:mrow><mml:mi>P</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mo>=</mml:mo><mml:mi>a</mml:mi><mml:mi>O</mml:mi><mml:mi> </mml:mi><mml:mo>+</mml:mo><mml:mi>a</mml:mi><mml:mn>1</mml:mn><mml:mi> </mml:mi><mml:mi>*</mml:mi><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi><mml:mi>P</mml:mi><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>-</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mo>+</mml:mo><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>ε</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:math>
    <label>(2)</label></disp-formula>
</p>
<p>
<disp-formula id="e30">
<mml:math id="m30" display="block">
<mml:msub><mml:mrow><mml:mi>P</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mo>=</mml:mo><mml:mi>a</mml:mi><mml:mi>O</mml:mi><mml:mi> </mml:mi><mml:mo>+</mml:mo><mml:mi>a</mml:mi><mml:mn>1</mml:mn><mml:mi> </mml:mi><mml:mi>*</mml:mi><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>V</mml:mi><mml:mi>P</mml:mi><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>-</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mo>+</mml:mo><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>ε</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:math>
    <label>(3)</label></disp-formula>
</p>
					<p><italic>P<sub>i,t</sub></italic> = Preço da ação da empresa <italic>i</italic> no período <italic>t</italic>;</p>
					<p><italic>LPA<sub>i,t</sub></italic> = Lucro líquido por ação da empresa <italic>i</italic> no período <italic>t</italic>;</p>
					<p><italic>V PA<sub>i,t</sub></italic> =Valor patrimonial por ação da empresa <italic>i</italic> no período <italic>t</italic>;</p>
					<p>ε<italic><sub>i,t</sub></italic> = Erro.</p>
					<p>Com a finalidade de obter resultados mais robustos, variáveis de controle foram adicionadas ao modelo original, com finalidade de controlar outros efeitos que possam influenciar a variável dependente. Nesse sentido, a ideia é controlar tais efeitos com objetivo de isolar o possível efeito que LPA e VPA possam ter em valor/preço e fazer inferências sobre causalidade. Assim, o modelo de <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>) com inserção de variáveis de controle pode ser especificado conforme equação 7:</p>
<p>
<disp-formula id="e40">
<mml:math id="m40" display="block">
<mml:msub><mml:mrow><mml:mi>P</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mo>=</mml:mo><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>B</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>B</mml:mi></mml:mrow><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mi>*</mml:mi><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi><mml:mi>P</mml:mi><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>-</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>B</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mi>*</mml:mi><mml:mi> </mml:mi><mml:msub><mml:mrow><mml:mi>V</mml:mi><mml:mi>P</mml:mi><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>-</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mrow><mml:mi>B</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mi>*</mml:mi><mml:msub><mml:mrow><mml:mi>T</mml:mi><mml:mi>a</mml:mi><mml:mi>m</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>-</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mrow><mml:mi>B</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mi>*</mml:mi><mml:msub><mml:mrow><mml:mi>P</mml:mi><mml:mi>I</mml:mi><mml:mi>B</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>-</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mrow><mml:mi>B</mml:mi></mml:mrow><mml:mrow><mml:mn>5</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mi>*</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi><mml:mi>l</mml:mi><mml:mi>a</mml:mi><mml:mi>v</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>-</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mi> </mml:mi><mml:mo>+</mml:mo><mml:mi>u</mml:mi></mml:math>
    <label>(4)</label></disp-formula>
</p>
					<p>As variáveis do modelo, bem como o tipo, descrição, sinal esperado, as justificativas teóricas e literatura correspondente estão explicitados detalhadamente na <xref ref-type="table" rid="t20">Tabela 2</xref>. Salienta-se que, com o objetivo de “retirar” o impacto da inflação nos dados financeiros e obter os valores exatos dos dados contábeis, as variáveis financeiras foram deflacionadas, sendo que o índice considerado para tal foi o IPCA-E.</p>
					<p>Todas as variáveis, com exceção do PIB, foram calculadas usando ambas as informações. Assim, no modelo IFRS foram utilizadas variáveis ​​conforme informações do IFRS, e no modelo Bacen foram utilizadas variáveis ​​conforme informações do Bacen. Porém, no modelo utilizado para apurar as informações adicionais do IFRS, o preço na data de divulgação das informações do IFRS foi mantido como variável dependente mesmo no modelo do Bacen, na perspectiva de analisar se as variáveis ​​calculadas com as informações do Bacen continuam influenciando o IFRS na data de divulgação e se há alguma informação incremental contida nas informações do IFRS.</p>
					<p>
						<table-wrap id="t20">
							<label>Tabela 2</label>
							<caption>
								<title>Variáveis do Modelo</title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
									<tr>
										<th align="center">Variável</th>
										<th align="center">Tipo</th>
										<th align="center">Descrição /Cálculo</th>
										<th align="center">Sinal Esperado</th>
										<th align="center">Justificativa e Literatura</th>
										<th align="center">Fonte</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="left">P<sub>i,t</sub>(Preço)</td>
										<td align="left">Dependente</td>
										<td align="left">Preço de fechamento na data da divulgação da informação</td>
										<td align="left"> </td>
										<td align="left"><italic>Proxy</italic> comumente usada para valor (<xref ref-type="bibr" rid="B46">Ohlson,1995</xref>). Usa-se o preço no final do exercício posterior.</td>
										<td align="left">Economática®</td>
									</tr>
									<tr>
										<td align="left">LPA <sub>i,t-1</sub>(Lucro por ação)</td>
										<td align="left">Interesse</td>
										<td align="left">Lucro líquido anual da empresa divulgado em cada exercício di- vidido pelo número de ações.</td>
										<td align="center">+</td>
										<td align="left">Quanto maior o lucro divulgado, maior o preço da ação da companhia (<xref ref-type="bibr" rid="B46">Ohlson, 1995</xref>)</td>
										<td align="left">CVM</td>
									</tr>
									<tr>
										<td align="left">VPA <sub>i,t-1</sub>(Valor patrominal por ação)</td>
										<td align="left">Interesse</td>
										<td align="left">Patrimônio líquido anual da empresa divulgado em cada exercício dividido pelo número de ações em circulação.</td>
										<td align="center">+</td>
										<td align="left">Quanto maior o patrimônio líquido divulgado, maior o preço da ação da companhia (<xref ref-type="bibr" rid="B46">Ohlson, 1995</xref>)</td>
										<td align="left">CVM</td>
									</tr>
									<tr>
										<td align="left">Tam <sub>i,t-1</sub> (Tamanho)</td>
										<td align="left">Controle</td>
										<td align="left">Logaritmo natural do ativo (a partir dos dados em Bacen)</td>
										<td align="center">+</td>
										<td align="left">Bancos menores são mais suscetíveis a reportarem mais perdas em relação aos maiores, o que afeta o preço e aumenta o valor (<xref ref-type="bibr" rid="B3">Anandarajan et al, 2011</xref>; <xref ref-type="bibr" rid="B16">Bignotto &amp; Rodrigues, 2005</xref>; <xref ref-type="bibr" rid="B32">Hayn, 1995</xref>)</td>
										<td align="left">CVM</td>
									</tr>
									<tr>
										<td align="left">PIB <sub>i,t-1</sub></td>
										<td align="left">Controle</td>
										<td align="left">Variação do PIB ao final do exercício</td>
										<td align="center">+</td>
										<td align="left">Value relevance do lucro e PL é influenciada pelo PIB. Quando o PIB aumenta, as companhias se tornam mais lucrativas, o que pode aumentar o preço de mercado (<xref ref-type="bibr" rid="B18">Dichev, 1997</xref>; <xref ref-type="bibr" rid="B25">Dontoh et al., 2000</xref>)</td>
										<td align="left">IBGE</td>
									</tr>
									<tr>
										<td align="left">Alav <sub>i,t-1</sub></td>
										<td align="left">Controle</td>
										<td align="left">Relação entre o Passivo e o Patrimônio Líquido</td>
										<td align="center">-</td>
										<td align="left">Uma maior alavancagem diminuiu a relevância (<xref ref-type="bibr" rid="B42">Manganaris et al., 2015</xref>). O endividamento aumenta os custos de agência e o risco de falência, além de aumentar o risco do negócio (Vinhado &amp; Divino, 2013).</td>
										<td align="left">CVM</td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN11">
									<p><bold><italic>Fonte:</italic></bold> Elaboração própria.</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
				</sec>
			</sec>
			<sec sec-type="results|discussion">
				<title>4. ANÁLISE E DISCUSSÃO DOS RESULTADOS</title>
				<sec>
					<title>4.1. Estatística descritiva</title>
					<p>Inicialmente, foi proposta uma análise de estatística descritiva com o objetivo de verificar as características da amostra, o que se vê na <xref ref-type="table" rid="t30">Tabela 3</xref>.</p>
					<p>
						<table-wrap id="t30">
							<label>Tabela 3</label>
							<caption>
								<title>Estatística descritiva</title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
									<tr>
										<th align="left">Variável</th>
										<th align="center">Observações</th>
										<th align="center">Média</th>
										<th align="center">Desvio Padrão</th>
										<th align="center">Valor Mínimo</th>
										<th align="center">Valor Máximo</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="left">peço_ifrs</td>
										<td align="center">126</td>
										<td align="center">12.4730</td>
										<td align="center">10.6295</td>
										<td align="center">1.3331</td>
										<td align="center">48.2789</td>
									</tr>
									<tr>
										<td align="left">preço_bacen</td>
										<td align="center">126</td>
										<td align="center">12.2995</td>
										<td align="center">10.4538</td>
										<td align="center">1.3326</td>
										<td align="center">45.2529</td>
									</tr>
									<tr>
										<td align="left">lpa_ifrs</td>
										<td align="center">126</td>
										<td align="center">1.6135</td>
										<td align="center">1.9256</td>
										<td align="center">-3.4319</td>
										<td align="center">8.3919</td>
									</tr>
									<tr>
										<td align="left">vpa_ifrs</td>
										<td align="center">126</td>
										<td align="center">11.7815</td>
										<td align="center">7.1627</td>
										<td align="center">-1.6173</td>
										<td align="center">27.8575</td>
									</tr>
									<tr>
										<td align="left">vpa_bacen</td>
										<td align="center">126</td>
										<td align="center">11.5147</td>
										<td align="center">6.7158</td>
										<td align="center">0.1337</td>
										<td align="center">26.0774</td>
									</tr>
									<tr>
										<td align="left">lpa_bacen</td>
										<td align="center">126</td>
										<td align="center">1.5042</td>
										<td align="center">1.8020</td>
										<td align="center">-2.8726</td>
										<td align="center">8.1792</td>
									</tr>
									<tr>
										<td align="left">tam_ifrs</td>
										<td align="center">126</td>
										<td align="center">17.5045</td>
										<td align="center">2.0662</td>
										<td align="center">14.2504</td>
										<td align="center">21.0844</td>
									</tr>
									<tr>
										<td align="left">tam_bacen</td>
										<td align="center">126</td>
										<td align="center">17.1338</td>
										<td align="center">1.9070</td>
										<td align="center">14.2697</td>
										<td align="center">20.8002</td>
									</tr>
									<tr>
										<td align="left">alav_ifrs</td>
										<td align="center">126</td>
										<td align="center">11.0108</td>
										<td align="center">5.5917</td>
										<td align="center">5.4716</td>
										<td align="center">61.6745</td>
									</tr>
									<tr>
										<td align="left">alav_bacen</td>
										<td align="center">126</td>
										<td align="center">9.5426</td>
										<td align="center">5.8412</td>
										<td align="center">0.2174</td>
										<td align="center">54.6329</td>
									</tr>
									<tr>
										<td align="left">pib</td>
										<td align="center">126</td>
										<td align="center">0.0208</td>
										<td align="center">0.0528</td>
										<td align="center">-0.0621</td>
										<td align="center">0.1020</td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN10">
									<p><bold><italic>Fonte:</italic></bold> Elaboração própria.</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
					<p>A <xref ref-type="table" rid="t30">Tabela 3</xref> mostra que os valores medidos de acordo com as normas do Bacen são, em média, sempre menores quando comparados ao IFRS. Os valores médios do LPA e do VPA para o IFRS são, respectivamente, 1,6135 e 11,7815, enquanto o EPS do Bacen é 1,5042 e o BVPS é 11,5147. Para o desvio-padrão, valores mínimo e máximo, as variáveis ​​apresentam a mesma característica, evidenciando as diferenças entre elas quando medidas de acordo com o IFRS ou do Bacen. Essa característica corrobora a ideia de que as demonstrações financeiras produzidas pelo Bacen são conservadoras. Conforme observado por <xref ref-type="bibr" rid="B27">Farias et al. (2014</xref>), essa ideia pode explicar porque o Bacen mantém essa norma seguindo o Cosif: por apresentar, em média, valores menores, há menos espaço para manipulação nas demonstrações contábeis e, portanto, maior confiabilidade.</p>
					<p>Sabe-se que uma característica das IFRS é o maior julgamento dos gestores no reconhecimento, mensuração e divulgação dos eventos econômicos, o que pode abrir maior possibilidade de manipulação (<xref ref-type="bibr" rid="B40">Lourenço &amp; Branco, 2015</xref>). Conforme apontado por <xref ref-type="bibr" rid="B24">Cunha et al. (2016</xref>), as demonstrações com base no padrão Bacen têm como foco garantir a estabilidade e a solidez do sistema financeiro. Portanto, uma possibilidade maior de manipulação pode ser a preocupação do órgão regulador com a adoção integral das IFRS.</p>
				</sec>
				<sec>
					<title>4.2. Estimação de dados em painel - Modelo Bacen</title>
					<p>Após o teste F e Breusch-Pagan, os resultados indicaram modelo <italic>pooled</italic> em todos os casos. Assim, a <xref ref-type="table" rid="t40">Tabela 4</xref> mostra o resultado da estimação para o modelo em que as variáveis ​​de interesse foram medidas de acordo com os dados utilizando o padrão do Bacen. O teste f indica que os modelos completos e separados são válidos. Pelos valores do teste t, é possível observar que, no modelo do Bacen, as variáveis ​​de interesse, LPA e VPA foram significativas tanto no modelo completo quanto nos modelos separados, novamente corroborando os achados de <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>).Por conseguinte, tais informações são relevantes para a tomada de decisão dos investidores, e essa relação mostra um sinal positivo: a divulgação de lucro positivo e patrimônio líquido aumenta o preço da ação; quando o lucro e o patrimônio líquido são negativos, o preço das ações diminui.</p>
					<p>
						<table-wrap id="t40">
							<label>Tabela 4</label>
							<caption>
								<title>Resultados da estimação <italic>pooled</italic>-Modelo Bacen</title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
									<tr>
										<th align="left"> </th>
										<th align="center" colspan="3">Modelo Bacen - completo</th>
										<th align="center" colspan="3">Modelo Bacen - apenas VPA</th>
										<th align="center" colspan="3">Modelo Bacen-apenas LPA</th>
									</tr>
									<tr>
										<th align="left"> </th>
										<th align="center">Coef.</th>
										<th align="center">t</th>
										<th align="center">P&gt;|t|</th>
										<th align="center">Coef.</th>
										<th align="center">t</th>
										<th align="center">P&gt;|t|</th>
										<th align="center">Coef.</th>
										<th align="center">t</th>
										<th align="center">P&gt;|t|</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="center">vpa_bacen</td>
										<td align="center">0.5873391</td>
										<td align="center">3.60</td>
										<td align="center">0.000<sup>***</sup></td>
										<td align="center">0.7716071</td>
										<td align="center">6.36</td>
										<td align="center">0,000<sup>***</sup></td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">lpa_bacen</td>
										<td align="center">1.042815</td>
										<td align="center">1.70</td>
										<td align="center">0.092<sup>*</sup></td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">2.483091</td>
										<td align="center">5.27</td>
										<td align="center">0.000<sup>***</sup></td>
									</tr>
									<tr>
										<td align="center">tam_bacen</td>
										<td align="center">-0.406687</td>
										<td align="center">-0.94</td>
										<td align="center">0.350</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">alav_bacen</td>
										<td align="center">-0.006343</td>
										<td align="center">-0.05</td>
										<td align="center">0.964</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">pib</td>
										<td align="center">-3.791559</td>
										<td align="center">-0.24</td>
										<td align="center">0.809</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">_cons</td>
										<td align="center">4.107115</td>
										<td align="center">1.90</td>
										<td align="center">0.060</td>
										<td align="center">3.414653</td>
										<td align="center">2.11</td>
										<td align="center">0.037<sup>**</sup></td>
										<td align="center">8.564325</td>
										<td align="center">7.77</td>
										<td align="center">0.000<sup>***</sup></td>
									</tr>
									<tr>
										<td align="center">Número de observações</td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">16</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">F</td>
										<td align="center">8.82</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">40.4</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">27.81</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">Prob &gt; F</td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">R-quadrado</td>
										<td align="center">26.86%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">24.57%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">18.32%</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">R-quadrado ajustado</td>
										<td align="center">23.82%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">23.96%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">17.66%</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN9">
									<p><bold><italic>Fonte:</italic></bold> Elaborado pelos autores</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
					<p>Pelo critério do R<sup>2</sup>, VPA_bacen parece ser mais relevante em valor do que LPA_bacen: R2 ajustado para VPA_bacen é 23,96%, contra 17,66% do LPA_bacen. Isso implica que o patrimônio é mais relevante de valor do que o lucro para a tomada de decisão dos investidores com base nas informações produzidas de acordo com o padrão do Bacen. No entanto, no caso de variáveis ​​de controle, ‘tam_bacen’, ‘alav_bacen’ e ‘pib’ não foram estatisticamente significativos no modelo do Bacen.</p>
				</sec>
				<sec>
					<title>4.3. Estimação de dados em painel - Modelo IFRS</title>
					<p>A <xref ref-type="table" rid="t50">Tabela 5</xref> mostra os resultados para o modelo no qual as variáveis ​​de interesse foram medidas de acordo com os dados usando o padrão IFRS. Pelos valores do teste t, é possível observar que as variáveis ​​de interesse, LPA e VPA foram significativas tanto no modelo completo quanto no separado. Esse resultado corrobora o modelo de <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>), no qual lucro e patrimônio explicam o valor da empresa. Portanto, tais informações são relevantes para o investidor no momento da tomada de decisão de investimento. Além disso, as duas variáveis ​​apresentam um sinal positivo, ou seja, quanto maior o lucro e o patrimônio divulgado pelas empresas, maior o valor e o preço de suas ações, conforme esperado por <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>).</p>
					<p>
						<table-wrap id="t50">
							<label>Tabela 5</label>
							<caption>
								<title>Resultados da estimação <italic>pooled</italic>-Modelo IFRS</title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
									<tr>
										<th align="left"> </th>
										<th align="center" colspan="3">Modelo IFRS - completo</th>
										<th align="center" colspan="3">Modelo IFRS - apenas VPA</th>
										<th align="center" colspan="3">Modelo IFRS-apenas LPA</th>
									</tr>
									<tr>
										<th align="left"> </th>
										<th align="center">Coef.</th>
										<th align="center">t</th>
										<th align="center">P&gt;|t|</th>
										<th align="center">Coef.</th>
										<th align="center">t</th>
										<th align="center">P&gt;|t|</th>
										<th align="center">Coef.</th>
										<th align="center">t</th>
										<th align="center">P&gt;|t|</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="center">vpa_ifrs</td>
										<td align="center">0.795091</td>
										<td align="center">4.56</td>
										<td align="center">0.000<sup>***</sup></td>
										<td align="center">0.8456583</td>
										<td align="center">7.72</td>
										<td align="center">0.000<sup>***</sup></td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">lpa_ifrs</td>
										<td align="center">1.0662805</td>
										<td align="center">1.57</td>
										<td align="center">0.000<sup>***</sup></td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">2.576699</td>
										<td align="center">5.9</td>
										<td align="center">0.000<sup>***</sup></td>
									</tr>
									<tr>
										<td align="center">tam_ifrs</td>
										<td align="center">-0.305653</td>
										<td align="center">-0.79</td>
										<td align="center">0.431</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">alav_ifrs</td>
										<td align="center">-0.177539</td>
										<td align="center">-1.25</td>
										<td align="center">0.216</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">pib</td>
										<td align="center">0.2038383</td>
										<td align="center">0.01</td>
										<td align="center">0.989</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">_cons</td>
										<td align="center">9.815513</td>
										<td align="center">1.43</td>
										<td align="center">0.154</td>
										<td align="center">2.509854</td>
										<td align="center">1.66</td>
										<td align="center">0.099<sup>*</sup></td>
										<td align="center">8.315488</td>
										<td align="center">7.6</td>
										<td align="center">0.000<sup>***</sup></td>
									</tr>
									<tr>
										<td align="center">Número de observações</td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">F</td>
										<td align="center">12.33</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">54.63</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">34.54</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">Prob &gt; F</td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">R-quadrado</td>
										<td align="center">33.94%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">32.47%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">21.79%</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">R-quadrado ajustado</td>
										<td align="center">31.19%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">31.93%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">21.16%</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN8">
									<p><bold><italic>Fonte:</italic></bold> Elaborado pelos autores</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
					<p>Os resultados da <xref ref-type="table" rid="t50">Tabela 5</xref> mostraram que ambas as variáveis, VPA e LPA, são relevantes para explicar o comportamento dos preços. Esse achado contradiz <xref ref-type="bibr" rid="B37">Lopes (2001</xref>) que apontou, que, no Brasil, a explicação para o preço das ações é baseada no patrimônio e não no lucro. Além disso, todas as variáveis ​​de controle não foram significativas, mesmo resultado do modelo do Bacen. É interessante observar que, semelhantemente ao Bacen, o R<sup>2</sup> ajustado da regressão IFRS, por ser maior no modelo BVPS do que no EPS, sugere que os investidores de ações de instituições financeiras listadas em B3 dependem mais do patrimônio do que do lucro para tomar suas decisões de investimento, quando os dados estão usando o padrão IFRS.</p>
				</sec>
				<sec>
					<title>4.4. Análise comparativa entre IFRS x Bacen e informação adicional do IFRS</title>
					<p>Após a análise das estimativas dos modelos, a comparação dos resultados é fundamental para avançar e responder à pergunta de pesquisa: Quais informações contábeis divulgadas por instituições financeiras têm maior value <italic>relevance</italic> para o mercado de capitais brasileiro: informações que utilizam IFRS ou Bacen-GAAP? Nesse caso, por se tratar de um estudo de associação relativa, o R<sup>2</sup> do modelo é o foco da pesquisa, e o modelo que apresentar o R<sup>2</sup> será considerado, então, o valor mais relevante. O R<sup>2</sup> é um indicador da proporção da variação da amostra da variável dependente explicada pelo conjunto de variáveis ​​explicativas.</p>
					<p>Porém, como a divulgação das informações não é necessariamente simultânea no Bacen e no IFRS, é possível haver uma parcela das informações contidas nos preços em função da divulgação anterior das demonstrações financeiras do Bacen. Com base nesse contexto e para investigar isso, um modelo denominado “informações adicionais IFRS” foi testado com preço na data de divulgação das informações IFRS foi mantido como variável dependente mesmo no modelo do Bacen. Os resultados estão resumidos na <xref ref-type="table" rid="t60">Tabela 6</xref>, incluindo umacomparação entre o modelo IFRS e Bacen.</p>
					<p>
						<table-wrap id="t60">
							<label>Tabela 6</label>
							<caption>
								<title>Comparação entre IFRS x Bacen e informação adicional do IFRS</title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
									<tr>
										<th align="left"> </th>
										<th align="center" colspan="3">Modelo Bacen - completo</th>
										<th align="center" colspan="3">Modelo Bacenapenas VPA</th>
										<th align="center" colspan="3">Modelo Bacen apenas LPA</th>
									</tr>
									<tr>
										<th align="left"> </th>
										<th align="center">Coef.</th>
										<th align="center">t</th>
										<th align="center">P&gt;|t|</th>
										<th align="center">Coef.</th>
										<th align="center">t</th>
										<th align="center">P&gt;|t|</th>
										<th align="center">Coef.</th>
										<th align="center">t</th>
										<th align="center">P&gt;|t|</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="right">vpa_bacen</td>
										<td align="center">0.5873391</td>
										<td align="center">3.60</td>
										<td align="center">0.000<sup>***</sup></td>
										<td align="center">0.7716071</td>
										<td align="center">6.36</td>
										<td align="center">0,000<sup>***</sup></td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="right">lpa_bacen</td>
										<td align="center">1.042815</td>
										<td align="center">1.70</td>
										<td align="center">0.092<sup>*</sup></td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">2.483091</td>
										<td align="center">5.27</td>
										<td align="center">0.000<sup>***</sup></td>
									</tr>
									<tr>
										<td align="right">_cons</td>
										<td align="center">4.107115</td>
										<td align="center">1.90</td>
										<td align="center">0.060<sup>*</sup></td>
										<td align="center">3.414653</td>
										<td align="center">2.11</td>
										<td align="center">0.037<sup>**</sup></td>
										<td align="center">8.564325</td>
										<td align="center">7.77</td>
										<td align="center">0.000<sup>***</sup></td>
									</tr>
									<tr>
										<td align="center">Número de observações</td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">F</td>
										<td align="center">8.82</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">40.4</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">27.81</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">Prob &gt; F</td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">R-quadrado</td>
										<td align="center">26.86%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">24.57%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">18.32%</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">R-quadrado ajustado</td>
										<td align="center">23.82%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">23.96%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">17.66%</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="left"> </td>
										<td align="center" colspan="3">Modelo IFRS - completo</td>
										<td align="center" colspan="3">Modelo IFRS - apenas VPA</td>
										<td align="center" colspan="3">Modelo IFRS-apenas LPA</td>
									</tr>
									<tr>
										<td align="left"> </td>
										<td align="center">Coef.</td>
										<td align="center">t</td>
										<td align="center">P&gt;|t|</td>
										<td align="center">Coef.</td>
										<td align="center">t</td>
										<td align="center">P&gt;|t|</td>
										<td align="center">Coef.</td>
										<td align="center">t</td>
										<td align="center">P&gt;|t|</td>
									</tr>
									<tr>
										<td align="right">vpa_ifrs</td>
										<td align="center">0.795091</td>
										<td align="center">4.56</td>
										<td align="center">0.000<sup>***</sup></td>
										<td align="center">0.8456583</td>
										<td align="center">7.72</td>
										<td align="center">0.000<sup>***</sup></td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="right">lpa_ifrs</td>
										<td align="center">1.0662805</td>
										<td align="center">1.57</td>
										<td align="center">0.000<sup>***</sup></td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">2.576699</td>
										<td align="center">5.9</td>
										<td align="center">0.000<sup>***</sup></td>
									</tr>
									<tr>
										<td align="right">_cons</td>
										<td align="center">9.815513</td>
										<td align="center">1.43</td>
										<td align="center">0.154</td>
										<td align="center">2.509854</td>
										<td align="center">1.66</td>
										<td align="center">0.099<sup>*</sup></td>
										<td align="center">8.315488</td>
										<td align="center">7.6</td>
										<td align="center">0.000<sup>***</sup></td>
									</tr>
									<tr>
										<td align="center">Número de observações</td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">F</td>
										<td align="center">12.33</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">54.63</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">34.54</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">Prob &gt; F</td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">R-quadrado</td>
										<td align="center">33.94%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">32.47%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">21.79%</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">R-quadrado ajustado</td>
										<td align="center">31.19%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">31.93%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">21.16%</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="left"> </td>
										<td align="center" colspan="3">Modelo Bacen informação adicional - completo</td>
										<td align="center" colspan="3">Modelo Bacen informação adicional-apenas VPA</td>
										<td align="center" colspan="3">Modelo Bacen informação adicional-apenas LPA</td>
									</tr>
									<tr>
										<td align="left"> </td>
										<td align="center">Coef.</td>
										<td align="center">t</td>
										<td align="center">P&gt;|t|</td>
										<td align="center">Coef.</td>
										<td align="center">t</td>
										<td align="center">P&gt;|t|</td>
										<td align="center">Coef.</td>
										<td align="center">t</td>
										<td align="center">P&gt;|t|</td>
									</tr>
									<tr>
										<td align="right">vpa_bacen</td>
										<td align="center">0.5215314</td>
										<td align="center">3.11</td>
										<td align="center">0.002<sup>***</sup></td>
										<td align="center">0.7522741</td>
										<td align="center">6.02</td>
										<td align="center">0.000<sup>***</sup></td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="right">lpa_bacen</td>
										<td align="center">1.344775</td>
										<td align="center">2.11</td>
										<td align="center">0.037<sup>**</sup></td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">2.558389</td>
										<td align="center">5.4</td>
										<td align="center">0.000<sup>***</sup></td>
									</tr>
									<tr>
										<td align="right">_cons</td>
										<td align="center">9.753622</td>
										<td align="center">1.24</td>
										<td align="center">0.216</td>
										<td align="center">3.810721</td>
										<td align="center">2.29</td>
										<td align="center">0.024<sup>**</sup></td>
										<td align="center">8.62451</td>
										<td align="center">7.7</td>
										<td align="center">0.000<sup>***</sup></td>
									</tr>
									<tr>
										<td align="center">Número de observações</td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">126</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">F</td>
										<td align="center">8.2</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">36.19</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">28.73</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">Prob &gt; F</td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">0.0000</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">R-quadrado</td>
										<td align="center">25.47%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">224.59%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">18.81%</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
									<tr>
										<td align="center">R-quadrado ajustado</td>
										<td align="center">22.36%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">21.97%</td>
										<td align="left"> </td>
										<td align="left"> </td>
										<td align="center">18.16%</td>
										<td align="left"> </td>
										<td align="left"> </td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN7">
									<p><bold><italic>Fonte:</italic></bold> Elaborado pelos autores</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
					<p>Os dados apresentados na <xref ref-type="table" rid="t60">Tabela 6</xref> mostram que, no modelo completo, o R<sup>2</sup> ajustado é de 31,19%, para o IFRS, e 23,82%, para o Bacen. Ou seja, o modelo IFRS apresenta valores superiores ao modelo do Bacen. Isso implica que H<sub>1</sub> não pode ser rejeitada, sugerindo que as informações financeiras das instituições financeiras mensuradas de acordo com o IFRS são mais relevantes em valor do que as do Bacen, ou seja, são preferidas pelos investidores na tomada de suas decisões de investimento. Portanto, pode haver um efeito positivo na adoção das normas internacionais de contabilidade para o Brasil, corroborando os estudos de <xref ref-type="bibr" rid="B10">M. E. Barth, Landsman e Lang, 2008</xref>; <xref ref-type="bibr" rid="B20">Chalmers, Clinch e Godfrey, 2011</xref>; <xref ref-type="bibr" rid="B35">Jeanjean e Stolowy, 2008</xref>; <xref ref-type="bibr" rid="B41">Macêdo, Bezerra e Klann, 2014</xref>.</p>
					<p>Por outro lado, nos resultados das estimativas para os modelos separados, ao comparar o lucro por ação (LPA) e o valor patrimonial por ação (VPA), observa-se que, em geral, as variações nos preços das ações são mais explicadas pelo VPA do que o LPA. Na comparação entre LPA_Bacen e LPA_IFRS, os valores de R<sup>2</sup> ajustados indicam que LPA_IFRS tem maior poder explicativo para os preços das ações, e isso implica que H<sub>2</sub> não pode ser rejeitada. Na análise do patrimônio líquido, o valor do R<sup>2</sup> ajustado é maior em IFRS do que o Bacen, o que implica que <bold>H<sub>3</sub>:</bold> não pode ser rejeitada e, consequentemente, o lucro por ação medido de acordo com as normas IFRS é mais relevante do que aquele medido de acordo com as normas do Bacen.</p>
					<p>Além disso, analisando o R<sup>2</sup> ajustado e os coeficientes do modelo de informações adicionais IFRS, é possível observar a influência das informações anteriores do Bacen no preço IFRS.Todavia, na comparação com o R<sup>2</sup> ajustado do modelo IFRS, os resultados sugerem uma informação incremental contida nas informações IFRS, visto que o valor do R<sup>2</sup> ajustado é de 31,19%, contra apenas 22,36% para o outro modelo. Esse aumento na informação nos dois casos: LPA e VPA, onde o valor do R<sup>2</sup> ajustado é maior no IFRS do que o modelo adicional do Bacen. Isso implica que <bold>H<sub>4</sub>:</bold> não pode ser rejeitada e, consequentemente, a divulgação das demonstrações financeiras em IFRS agrega informações quando ocorre em outra data do Bacen. Esse resultado também reforça o efeito positivo da adoção dos padrões internacionais de contabilidade. É importante lembrar que, ao contrário das informações apresentadas de acordo com o Bacen, a que utiliza o IFRS é direcionada ao investidor.</p>
				</sec>
			</sec>
			<sec sec-type="conclusions">
				<title>5. CONCLUSÕES</title>
				<p>Esta pesquisa comparou a relevância do valor das informações contábeis fornecidas de acordo com as normas IFRS e do Bacen. A metodologia adotou a análise de dados em painel de 14 instituições financeiras, e foi utilizado o modelo de <xref ref-type="bibr" rid="B46">Ohlson (1995</xref>). Os resultados foram consistentes com as expectativas e sugerem que as informações em IFRS são mais relevantes para o valor do investidor na tomada de decisões de investimento. Além disso, os resultados indicam que o VPA, tanto no IFRS quanto no Bacen, tem maior poder explicativo do que o LPA sobre as variações dos preços das ações. Os resultados permanecem tanto no VPA quanto no LPA, indicando que esses dois tipos de informação, quando mensurados com base no IFRS, são utilizados pelos investidores em seus processos de tomada de decisão. Assim, pode haver um efeito positivo na adoção das IFRS para o Brasil, corroborando os estudos de <xref ref-type="bibr" rid="B10">M. E. Barth, Landsman e Lang, 2008</xref>; <xref ref-type="bibr" rid="B20">Chalmers, Clinch e Godfrey, 2011</xref>; <xref ref-type="bibr" rid="B35">Jeanjean e Stolowy, 2008</xref>; <xref ref-type="bibr" rid="B41">Macêdo, Bezerra e Klann, 2014</xref>.</p>
				<p>Adicionalmente, como a divulgação das informações não é necessariamente simultânea no Bacen e IFRS, os resultados desta pesquisa também sugerem influência das informações anteriores do Bacen no preço IFRS. Em comparação com o R<sup>2</sup> ajustado do modelo IFRS, os resultados mostram uma informação incremental contida nas informações IFRS: tanto o LPA quanto o VPA, onde o valor do R<sup>2</sup> ajustado é maior em IFRS do que o modelo adicional do Bacen. Esse resultado mostra o efeito positivo da adoção dos padrões internacionais de contabilidade, que é uma informação direcionada ao investidor.</p>
				<p>Ressalta-se que a amostra de 14 instituições financeiras é bastante pequena. Por isso, os resultados foram baseados em um total de apenas 126 observações. Nesse sentido, os achados desta pesquisa não podem ser generalizados, e suas interpretações restringem-se especificamente a esta amostra. No entanto, isso não invalida as contribuições do estudo. O estudo indica os efeitos positivos da adoção de padrões internacionais. É importante observar que parece que o Banco Central já se deu conta de se posicionar sobre isso, uma vez que, com base na Resolução CMN nº 4.818, foi instituído o modelo IFRS como único padrão contábil para as demonstrações consolidadas a partir de 2021, enquanto o padrão do Bacen ficará restrito a declarações individuais.</p>
			</sec>
		</body>
	</sub-article>-->
</article>