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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.2021.1079.en</article-id>
			<article-id pub-id-type="publisher-id">00005</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Original Article</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Management Control Systems – Strategic Alignment Relations: A Study at Itaipu Binacional</article-title>
			<trans-title-group xml:lang="pt">
					<trans-title>Relacionamentos entre Sistemas de Controle e Alinhamento Estratégico: um Estudo na Itaipu Binacional</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-0080-7977</contrib-id>
					<name>
						<surname>Tavares</surname>
						<given-names>Ronaldo</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-5571-8891</contrib-id>
					<name>
						<surname>Norberto</surname>
						<given-names>Wenderson Diego</given-names>
					</name>
					<xref ref-type="aff" rid="aff1b"><sup>1</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-2224-7023</contrib-id>
					<name>
						<surname>Damke</surname>
						<given-names>Eloi</given-names>
						<suffix>Junior</suffix>
					</name>
					<xref ref-type="aff" rid="aff1c"><sup>1</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-9425-6351</contrib-id>
					<name>
						<surname>Panek</surname>
						<given-names>Luciano</given-names>
					</name>
					<xref ref-type="aff" rid="aff1d"><sup>1</sup></xref>
				</contrib>
				</contrib-group>
				<aff id="aff1">
					<label>1</label>
					<institution content-type="original">Universidade Estadual do Oeste do Paraná - UNIOESTE, Foz do Iguaçu, PR, Brasil</institution>
					<institution content-type="normalized">Universidade Estadual do Oeste do Paraná</institution>
					<institution content-type="orgname">Universidade Estadual do Oeste do Paraná</institution>
					<addr-line>
						<named-content content-type="city">Foz do Iguaçu</named-content>
            		<named-content content-type="state">PR</named-content>
					</addr-line>
					<country country="BR">Brasil</country>
					<email>ronaldo.tvr@gmail.com</email>
				</aff>
				<aff id="aff1b">
					<label>1</label>
					<institution content-type="original">Universidade Estadual do Oeste do Paraná - UNIOESTE, Foz do Iguaçu, PR, Brasil</institution>
					<institution content-type="normalized">Universidade Estadual do Oeste do Paraná</institution>
					<institution content-type="orgname">Universidade Estadual do Oeste do Paraná</institution>
					<addr-line>
						<named-content content-type="city">Foz do Iguaçu</named-content>
            		<named-content content-type="state">PR</named-content>
					</addr-line>
					<country country="BR">Brasil</country>
					<email>wendernorberto.01@gmail.com</email>
				</aff>
				<aff id="aff1c">
					<label>1</label>
					<institution content-type="original">Universidade Estadual do Oeste do Paraná - UNIOESTE, Foz do Iguaçu, PR, Brasil</institution>
					<institution content-type="normalized">Universidade Estadual do Oeste do Paraná</institution>
					<institution content-type="orgname">Universidade Estadual do Oeste do Paraná</institution>
					<addr-line>
						<named-content content-type="city">Foz do Iguaçu</named-content>
            		<named-content content-type="state">PR</named-content>
					</addr-line>
					<country country="BR">Brasil</country>
					<email>eloi.damke@gmail.com</email>
				</aff>
				<aff id="aff1d">
					<label>1</label>
					<institution content-type="original">Universidade Estadual do Oeste do Paraná - UNIOESTE, Foz do Iguaçu, PR, Brasil</institution>
					<institution content-type="normalized">Universidade Estadual do Oeste do Paraná</institution>
					<institution content-type="orgname">Universidade Estadual do Oeste do Paraná</institution>
					<addr-line>
						<named-content content-type="city">Foz do Iguaçu</named-content>
            		<named-content content-type="state">PR</named-content>
					</addr-line>
					<country country="BR">Brasil</country>
					<email>lucpanek@gmail.com</email>
				</aff>
			<author-notes>
				<corresp id="c1">
					<email>ronaldo.tvr@gmail.com</email>
				</corresp>
				<corresp id="c2">
					<email>wendernorberto.01@gmail.com</email>
				</corresp>
				<corresp id="c3">
					<email>eloi.damke@gmail.com</email>
				</corresp>
				<corresp id="c4">
					<email>lucpanek@gmail.com</email>
				</corresp>
				<fn fn-type="con" id="fn1">
					<label>AUTHOR’S CONTRIBUTION</label>
					<p> RT - Conceptualization, data curation, formal analysis, resource acquisition, investigation, methodology, project management, software, visualization, original draft writing, editing and revision. WDN - Conceptualization, investigation, project management, original writing, editing and revision. EJD - Conceptualization, formal analysis, methodology, supervision, data validation, visualization, original writing, editing and revision. LP - data curation, formal analysis, quantitative methodology, software, supervision, validation of data and results, original writing, editing and revision.</p>
				</fn>
				<fn fn-type="conflict" id="fn2">
					<label>CONFLICTS OF INTEREST </label>
					<p> The authors declare that there are no conflicts of interest.</p>
				</fn>
			</author-notes>
			<!--<pub-date date-type="pub" publication-format="electronic">
				<day>10</day>
				<month>08</month>
				<year>2023</year>
			</pub-date>
			<pub-date date-type="collection" publication-format="electronic">-->
				<pub-date pub-type="epub-ppub">
				<season>Sep-Oct</season>
	     	<year>2023</year>
			</pub-date>
			<volume>20</volume>
			<issue>4</issue>
			<fpage>443</fpage>
			<lpage>464</lpage>
			<history>
				<date date-type="received">
					<day>23</day>
					<month>07</month>
					<year>2021</year>
				</date>
				<date date-type="rev-recd">
					<day>28</day>
					<month>03</month>
					<year>2022</year>
				</date>
				<date date-type="accepted">
					<day>18</day>
					<month>05</month>
					<year>2022</year>
				</date>
				<date date-type="pub">
					<day>17</day>
					<month>04</month>
					<year>2023</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>Several papers have connected management controls to strategic commitment, innovation, and corporate governance, among other organizational outcomes. There are few studies that relate the levers of control framework proposed by Simons (1995) to strategic alignment. This paper aims to evaluate the relationships between Simons´ strategic levers of control with the vertical strategic alignment at Itaipu Binacional. Data collected through a survey of 341 respondents and analysed through structural equation modelling by the Partial Least Squares (PLS) method revealed that the levers of control are associated, exerting a positive influence, with the strategic alignment, with diagnostic, beliefs, and interactive systems showing significant statistical associations.</p>
			</abstract>
			<trans-abstract xml:lang="pt">
				<title>Resumo</title>
				<p>Diversos estudos têm vinculado controles de gestão ao comprometimento estratégico, inovação, governança corporativa, dentre outros <italic>outcomes</italic> organizacionais. No entanto são escassos os estudos que relacionam o modelo das alavancas de controle estratégico (MAC) proposto por Simons (1995) ao alinhamento estratégico. O presente estudo objetiva avaliar os relacionamentos entre as alavancas de controle estratégico de Simons (1994) com o alinhamento estratégico vertical na Itaipu Binacional. Dados coletados por meio de um <italic>survey</italic> junto a 341 respondentes e analisados por meio da modelagem de equações estruturais pelo método PLS (<italic>Partial Least Squares</italic>) revelaram que as alavancas (MAC) se associam, exercendo influência positiva, com o alinhamento estratégico vertical, com destaque para os sistemas diagnóstico, de crenças e interativo, que produziram associações estatísticas significativas.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>Strategic Control</kwd>
				<kwd>Levers Of Control</kwd>
				<kwd>Strategic Alignment</kwd>
			</kwd-group>
			<kwd-group xml:lang="pt">
				<title>Palavras-Chave</title>
				<kwd>Controle Estratégico</kwd>
				<kwd>Alavancas de Controle</kwd>
				<kwd>Alinhamento Estratégico</kwd>
			</kwd-group>
			<counts>
				<fig-count count="5"/>
				<table-count count="5"/>
				<equation-count count="0"/>
				<ref-count count="65"/>
				<page-count count="22"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>1. Introduction</title>
			<p>Studies of strategic management address theories from formulation to the lowest level of deployment of the implemented strategy. Complex organizational conjuncture indicates that many organizations, particularly large ones, dedicate more effort to formulation when it is imperative both facets are correctly developed. In this way, strategic management has found researchers adept at issues that involve a closer relationship between the formulation and implementation of business objectives and goals, also taking into account contingencies and emerging strategies.</p>
			<p>One of the lines of studies that promote the approximation between formulation and implementation is that of strategic controls. <xref ref-type="bibr" rid="B17">Damke et al. (2011</xref>) identified, through a seminal study conducted by <xref ref-type="bibr" rid="B44">Otley (1999</xref>) five strategic control systems most commonly discussed in the management controls literature: balanced scorecard (BSC), budgeting, economic value added (EVA), management by guidelines, and levers of control (<xref ref-type="bibr" rid="B55">Simons, 1994</xref>). </p>
			<p>Among the management control systems addressed in the literature, according to the meta-analysis performed by (<xref ref-type="bibr" rid="B48">Pujiati et al., 2019</xref>) the strategic levers of control proposed by <xref ref-type="bibr" rid="B56">Simons (1995</xref>) have received constant attention from researchers, being levers of vital importance in building credibility, disseminating new strategies, and providing strategic alignment and risk mitigation in changing and innovative times. Thus, the debate about the influence of strategic control systems proposed by Simons (1995) is present in an expressive set of papers, which approach it from different organizational perspectives, such as: innovation (<xref ref-type="bibr" rid="B14">Cruz et al., 2015</xref>; <xref ref-type="bibr" rid="B42">Nisiyama &amp; Oyadomari, 2012</xref>); development of psychological contracts (<xref ref-type="bibr" rid="B11">Canan, 2013</xref>); ethics and organizational climate (<xref ref-type="bibr" rid="B9">Bellora-Bienengräber et al., 2021</xref>); process planning and product development (<xref ref-type="bibr" rid="B1">Abernethy &amp; Lillis, 1995</xref>; <xref ref-type="bibr" rid="B2">Ahrens &amp; Chapman, 2004</xref>; <xref ref-type="bibr" rid="B5">Anthony &amp; Govindarajan, 2007</xref>; <xref ref-type="bibr" rid="B29">Henri, 2006</xref>; <xref ref-type="bibr" rid="B33">Jørgensen &amp; Messner, 2009</xref>; <xref ref-type="bibr" rid="B59">Tessier &amp; Otley, 2012</xref>; <xref ref-type="bibr" rid="B60">Tsamenyi &amp; Cullen, 2010</xref>); and business flexibility (<xref ref-type="bibr" rid="B65">Yanine et al., 2016</xref>).</p>
			<p>Another field of research that considers the formulation - implementation relationship is that of strategic alignment. Alignment can be either vertical or horizontal: the first deals with the relationships between a company´s formal hierarchy in the top down or bottom-up models; the second with intra-organizational relationships, and between suppliers and customers. <xref ref-type="bibr" rid="B47">Prieto and Carvalho (2018</xref>) developed a model to measure the impact of internal alignment on business performance. The framework proposed by these authors considers five dimensions that explain internal vertical alignment: formal planning process, middle management involvement, strategic consensus, managerial capabilities, and involvement of people.</p>
			<p>Although the theoretical-conceptual relationship of the two models above is peculiar, the studies that approach it are not expressive, particularly in segments of industry that are traditionally more stable, such as the electricity sector. This paper proposes the development of a study that aims to evaluate the relationships between <xref ref-type="bibr" rid="B55">Simons´ levers of control (1994</xref>) with strategic alignment at Itaipu Binacional, an objective that unfolds in the following research problem: <bold>What are the relations between the management levers of control proposed by Simons (1995) and strategic alignment at Itaipu Binacional?</bold></p>
		</sec>
		<sec>
			<title>2. Strategic control systems</title>
			<p>The framework of strategic levers of control proposed by <xref ref-type="bibr" rid="B56">Simons in 1995</xref> has received, according to a meta-analysis conducted by <xref ref-type="bibr" rid="B48">Pujiati et al. (2019</xref>) constant attention from researchers in the field of strategy and management controls (<xref ref-type="bibr" rid="B14">Cruz et al., 2015</xref>; <xref ref-type="bibr" rid="B41">Naranjo-Gil, 2016</xref>; <xref ref-type="bibr" rid="B43">Oro &amp; Lavarda, 2019</xref>; <xref ref-type="bibr" rid="B57">Siska, 2018</xref>). This emphasis is due to the fact that this methodology considers the rationality of traditional management models, mitigating risk, but, on the other hand, stimulating experimentation, which is so important in high competition and change environments (<xref ref-type="bibr" rid="B3">Amorim et al., 2016</xref>).</p>
			<p>For <xref ref-type="bibr" rid="B56">Simons (1995</xref>), the framework of levers of control comprehends four systems, which provide top management with the necessary tools for the implementation of a strategy. The author points out that the four levers model creates opposing and self-balancing forces for the effective implementation of the strategy: two of them - the belief system and the interactive system - create positive and inspiring forces; the others - boundaries and diagnostics - create constraints and guarantees in compliance with regulations, as summarized in <xref ref-type="fig" rid="f1">Figure 1</xref>.</p>
			<p>
				<fig id="f1">
					<label>Figure 1.</label>
					<caption>
						<title><italic>Levers of control framework</italic></title>
					</caption>
					<graphic xlink:href="1808-2386-bbr-20-04-443-gf1.jpg"/>
					<attrib><italic>Source:</italic> Adaptedfrom “<italic>Levers of control - How managers use innovative control systems to drive strategic renewal.</italic> Harvard Business School” by <xref ref-type="bibr" rid="B56">Simons, R. (1995</xref>).</attrib>
				</fig>
			</p>
			<p>The belief system (BS) inspires and directs the search for new opportunities. The boundary system (LS) defines restrictions on behaviour regarding inappropriate opportunity seeking. The diagnostic system (DS) motivates, monitors, and rewards the achievement of specific goals. The interactive system (IS), on the other hand, stimulates organizational learning and the emergence of new ideas and strategies (<xref ref-type="bibr" rid="B56">Simons, 1995</xref>).</p>
			<p>The belief system is used by top management to define, communicate, and reinforce the organization´s core values, purposes, and direction, made tangible through formal documents such as values, a mission statement, and an objective statement. The analysis of core values influences the structure of this system.</p>
			<p>The boundary system, in turn, is used by top management to establish explicit limits and rules that must be respected. The boundary system, or restrictions, is typically taken in negative terms, or minimum standard of requirements. It is operationalized through codes of business conduct, strategic plans, and directed operations provided by managers. The analysis of risks to be avoided influences the structure of this system.</p>
			<p>The diagnostic system is the formal feedback system used to monitor the organization's results and correct deviations from previously established standards or performance. Examples of its formalization, business plans, and budgets are models for tracking variations from previous objectives, and contingencies. The analysis of key performance variables influences the structure of this system.</p>
			<p>Finally, the interactive system is the formal system used by top management to regularly and personally engage staff in decision-making. Any diagnostic control system can be done by the continuous interaction and frequent attention of top management. The purpose of this system is to focus attention and force dialogue, as well as learning within and across the organization. The analysis of strategic uncertainties influences the structure of the interactive system.</p>
		</sec>
		<sec>
			<title>3. Strategic Alignment</title>
			<p>Strategic alignment is a concept that has been present since the earliest studies in the area of business strategy. Different schools take different approaches to alignment. For resource-based view theorists, strategic alignment emphasizes a firm´s internal factors (<xref ref-type="bibr" rid="B7">Barney, 1991</xref>). Still, for <xref ref-type="bibr" rid="B62">Venkatraman and Camillus (1984</xref>), the concept of alignment is intrinsically linked to the formulation and implementation of the strategy, that is, the concept of “matching” or “aligning” organizational resources with environmental opportunities and threats is rooted in the field of business policies.</p>
			<p>One strand that has received attention is the vertical internal strategic alignment. For <xref ref-type="bibr" rid="B47">Prieto and Carvalho (2018</xref>), internal alignment refers to the mobilization of resources, tangible or intangible, for the implementation of the formulated strategy. These authors further subdivide it into vertical and horizontal. Vertical alignment refers to the configurations of strategies, objectives, action plans, and decisions through the various levels of the organization. The implementation of the strategy is essentially top-down, which aims to make the lowest hierarchical level establish strategy, objectives, and action plans that enable the effective implementation of the strategy developed at higher levels. When this occurs coherently, vertical alignment is considered to be achieved (<xref ref-type="bibr" rid="B47">Prieto &amp; Carvalho, 2018</xref>). Horizontal alignment occurs between different areas, functions, and operations of the organization. The integration of functions denotes the coherence of strategic decisions and activities in the areas of marketing, operations, and human resources, among others, and how they complement and support each other (<xref ref-type="bibr" rid="B34">Kathuria et al., 2007</xref>).</p>
			<p>The concept of strategic alignment is a requirement present in both the process of formulating and implementing a strategy (<xref ref-type="bibr" rid="B31">Hrebiniak &amp; Joyce, 2006</xref>; <xref ref-type="bibr" rid="B62">Venkatraman &amp; Camillus, 1984</xref>). <xref ref-type="bibr" rid="B47">Prieto and Carvalho (2018</xref>) propose a model for measuring a company's strategic alignment. This model contains the following evaluation factors: a) Formal planning process (FPA); b) Involvement of middle management in strategy formulation (MIA); c) Strategic consensus (SCA); d) Managerial capabilities for strategy implementation (MCA); e) Involvement of people with the strategy (PIA). Managers and executives, in general, complain about the difficulties implicit in the process of formulating and implementing strategies, which makes strategic alignment difficult to promote and it’s value to be perceived.</p>
			<p>For <xref ref-type="bibr" rid="B39">Mintzberg et al. (2007</xref>) &quot;strategy is pattern or plan that integrates the organization's major objectives, policies, and action sequences into a cohesive whole&quot;. Thus, a well-formulated strategy helps organize and allocate an organization's resources in a unique and viable posture, based on its relative internal competencies and deficiencies, anticipated changes in the environment, and contingent moves by clever opponents. For <xref ref-type="bibr" rid="B47">Prieto and Carvalho (2018</xref>), this dimension comprises knowledge shared among executives about strategy, as well as the process of communicating formal plans.</p>
			<p>
				<xref ref-type="bibr" rid="B61">Vaz and Bulgacov (2018</xref>) identified six categories of studies on the strategic involvement of middle management, namely: a) involvement in corporate entrepreneurship; b) political involvement in implementation; c) involvement in structure and performance; d) involvement in selling matters; e) involvement in senses and emotions; f) joint involvement with senior management. The authors emphasize that this dimension presents unexplored research opportunities. <xref ref-type="bibr" rid="B47">Prieto and Carvalho (2018</xref>) state that middle management does not necessarily require a strategist profile, but knowledge of management and daily business operations are important sources of innovation and emerging ideas, which must be considered in the formulation and implementation process.</p>
			<p>
				<xref ref-type="bibr" rid="B16">Curth et al. (2018</xref>) state that consensus is the agreement of two parts of decision-making, under two approaches: process and outcome. The authors argue that successful strategy implementation depends on consensus of the senior management team. For <xref ref-type="bibr" rid="B47">Prieto and Carvalho (2018</xref>), strategic consensus improves coordination and cooperation, and can be defined as an agreement between senior management and operational management in pursuit of organizational priorities.</p>
			<p>Managerial capabilities comprise a broad set of characteristics and competencies required of executives and managers. Such a set is essential for the effective implementation of a strategy, such as: negotiation, complex problem solving, communication, and flexibility. Alignment requires the executive to demonstrate a high capacity for integration, and that the skill of organizational alignment could be considered a profitable strategic resource, capable of improving organizational performance (<xref ref-type="bibr" rid="B47">Prieto and Carvalho, 2018</xref>). In the same way, if abilities to implement strategies are valuable, rare, and difficult to imitate, then these abilities are potential sources of sustainable competitive advantage (<xref ref-type="bibr" rid="B8">Barney &amp; Mackey, 2005</xref>).</p>
			<p>Involvement means continually engaging people in the strategy process, explaining to employees the importance of plans for the organization, and presenting the real reasons for change (<xref ref-type="bibr" rid="B30">Herrero Filho, 2011</xref>). Moreover, this dimension encompasses the conditions necessary to promote behaviour aimed at achieving objectives and goals, such as culture, reward, and recognition systems (<xref ref-type="bibr" rid="B46">Prieto &amp; Carvalho, 2015</xref>).</p>
		</sec>
		<sec>
			<title>4. Articulating management control systems and strategic alignment</title>
			<p>Literature contains some production of papers in which the relationships between strategic control systems and strategic alignment in organizations are discussed.</p>
			<p>
				<xref ref-type="bibr" rid="B18">Deschamps (2019</xref>) discusses the consistency between management control systems, strategy, and the role of hierarchical functions in achieving internal alignment. <xref ref-type="bibr" rid="B4">Anthony and Govindarajan (2001</xref>) observe that management control is the tool executives use to monitor other members of the organization, and it also has the purpose of ensuring that strategies are followed, making it possible to achieve the organization's objectives. <xref ref-type="bibr" rid="B40">Moreno et al. (2017</xref>) add that the use of a control system not aligned to the strategic goals of organizations can make it difficult to achieve their objectives. There is a weighting on the ability of management control systems to attain alignment, particularly internally, to effectively achieve strategic objectives (<xref ref-type="bibr" rid="B23">Grabner &amp; Moers, 2013</xref>; <xref ref-type="bibr" rid="B45">Otley, 1980</xref>; <xref ref-type="bibr" rid="B58">Soman &amp; Cheema, 2004</xref>).</p>
			<p>Other authors understand strategic control as a process that assesses whether the strategic plans are adjusted to the organization's objectives, considering a determined period of time (<xref ref-type="bibr" rid="B52">Schreyögg &amp; Steinmann, 1987</xref>). <xref ref-type="bibr" rid="B19">Duclós and Santana (2004</xref>) emphasize that organizational context is not static and the strategy needs to follow the changes, since decisions taken cease to have meaning as time moves away from the moment they occurred and may have divergent results in different contexts. As a reflection of this dynamic and its characteristic complexity, the follow-up of the strategic formulation process needs to be monitored in order to generate alignment (<xref ref-type="bibr" rid="B40">Moreno et al., 2017</xref>). </p>
			<p>From the perspective of <xref ref-type="bibr" rid="B13">Cintra (2011</xref>), the interaction between management control systems and strategic alignment is expressed in the objective of the diagnostic control systems of the Simons´ Levers of Control, to motivate employees to perform and align their behaviour with the organizational goals. In this sense, mid-level managers play the critical role of articulators between top management and the organization´s employees (<xref ref-type="bibr" rid="B49">Reimer et al., 2016</xref>). However, <xref ref-type="bibr" rid="B38">Martyn et al. (2016</xref>) point out that the levers of control established by Simons (1995) only consider the intended use of controls and not managers' intentions and behaviours regarding using management controls. When considering adjustments, adaptations, and alternative logics adopted by managers in the application of control systems, in addition to alignment and coordination, there is also potential to create contradiction (<xref ref-type="bibr" rid="B12">Christ, 2013</xref>; <xref ref-type="bibr" rid="B22">Franco-Santos et al., 2012</xref>; <xref ref-type="bibr" rid="B37">Marginson, 2002</xref>; <xref ref-type="bibr" rid="B63">Webb, 2004</xref>).</p>
			<p>In their studies, <xref ref-type="bibr" rid="B40">Moreno et al. (2017</xref>) discussed that different levels of control lead to different levels of strategic alignment. Controls produce stimuli for objectives to be achieved. The authors suggest that an increase in the presence of levers, albeit moderately, affects the perception of strategic alignment, which reflects Simons' argument regarding the balance of levers leading to strategic planning alignment. This aspect is reinforced by <xref ref-type="bibr" rid="B36">Lunkes et al. (2006</xref>) and <xref ref-type="bibr" rid="B15">Cunningham (1992</xref>). The use of management control systems such as the levers proposed by Simons (1995) can contribute to the reduction of alignment problems between vision, strategies, guidelines, goals, and performance indicators, such factors being directly related to the performance of organizations.</p>
			<p>Considering the above, the central hypothesis of the research is derived, which will be empirically tested in the organization object of this study: <bold>H1</bold> - Strategic control systems composed by levers of control (<xref ref-type="bibr" rid="B56">Simons, 1995</xref>) are related to the vertical strategic alignment at Itaipu Binacional.</p>
			<p>For <xref ref-type="bibr" rid="B41">Naranjo-Gil (2016</xref>), belief and interactive systems are the positive levers that inspire managers to seek, explore, and create emergent strategies. <xref ref-type="bibr" rid="B64">Widener (2007</xref>) highlights that companies use belief (and boundary) systems to manage risks, as they help to ensure the alignment of employee behaviour, minimizing the possibility of the organization being harmed. Thus, the second hypothesis of this study is derived: <bold>H2</bold> - The belief system is positively associated with and influences vertical strategic alignment in the analysed company.</p>
			<p>The interactive system provides a lever to adjust and alter the strategy as competitive markets change. Furthermore, this system acts as a standard of permanent and regular attention to strategic uncertainties (<xref ref-type="bibr" rid="B10">Bisbe &amp; Otley, 2004</xref>). Through its use, managers encourage communication between employees and stimulate the development of creativity and innovative strategic actions (<xref ref-type="bibr" rid="B41">Naranjo-Gil, 2016</xref>). For <xref ref-type="bibr" rid="B21">Ferreira and Otley (2009</xref>), it seems evident that a general involvement of lower echelons of management in the strategic management process tends to result in a greater understanding of strategic intention, acceptance of the path to be followed, and most importantly, provide for broader organizational alignment. Thus, the third hypothesis of this study is derived: <bold>H3 -</bold> The interactive system is positively associated with and influences vertical strategic alignment in the analysed company.</p>
			<p>
				<xref ref-type="bibr" rid="B56">Simons (1995</xref>) pointed out that managers use the diagnostic system to structure and communicate their agendas to superiors, and this system is used to communicate the details of proposed new strategic directions for governance structures. For <xref ref-type="bibr" rid="B64">Widener (2007</xref>), the critical success factors of a company are embedded in the diagnostic system and how it is communicated to employees. The author highlights that the diagnostic system is intended to motivate employees to perform and align their behaviours with the organizational objectives. The joint use of diagnostic and interactive systems reinforces the alignment between differentiation and innovation strategies with the performance measures (<xref ref-type="bibr" rid="B43">Oro &amp; Lavarda, 2019</xref>). Thus, the fourth hypothesis of this study is derived: <bold>H4 -</bold> The diagnostic system is positively associated with and influences vertical strategic alignment in the analysed company.</p>
			<p>The Levers of Control address alignment, but managers have their own agenda in the use of controls, creating changes and nuances between the controls used by top, middle, and bottom management. The most notable trends that occur are increases in the constraints created by performance objectives, and the reversal between the use of diagnostic and interactive systems when progressing towards grassroots management. Another important element is how top cap systems are enabled by bottom and middle managers, although this effect largely depends on creating the right circumstances (<xref ref-type="bibr" rid="B18">Deschamps, 2019</xref>). In addition to this, the boundaries system is restrictive in nature (<xref ref-type="bibr" rid="B56">Simons, 1995</xref>) and has a more passive role in controlling organizational strategies (<xref ref-type="bibr" rid="B41">Naranjo-Gil, 2016</xref>; <xref ref-type="bibr" rid="B64">Widener, 2007</xref>). Thus, we consider that the boundary system is not associated with and does not influence the vertical strategic alignment.</p>
			<p>
				<xref ref-type="fig" rid="f2">Figure 2</xref> summarizes the hypothetical model of this research.</p>
			<p>
				<fig id="f2">
					<label>Figure 2. </label>
					<caption>
						<title><italic>Hypothetical Model</italic></title>
					</caption>
					<graphic xlink:href="1808-2386-bbr-20-04-443-gf2.jpg"/>
					<attrib><italic>Source:</italic> Prepared by the authors.</attrib>
				</fig>
			</p>
			<p>Having presented the theoretical assumptions and hypotheses that guided this study, methodological procedures used are presented.</p>
		</sec>
		<sec sec-type="methods">
			<title>5. Methodological procedures</title>
			<p>This research adopted the procedures of a survey as a strategy for obtaining data. Data collection took place with the population of employees of Itaipu Binacional, from November 27 to December 18, 2019. From a population of 1,345 employees, 341 respondents joined the sample.</p>
			<p>For the collection of primary data, previously tested scales were used. To measure the strategic controls construct, a scale proposed by <xref ref-type="bibr" rid="B17">Damke et al. (2011</xref>) was used, composed of 36 items. As for the measurement of strategic alignment, a scale proposed by <xref ref-type="bibr" rid="B46">Prieto and Carvalho (2015</xref>) was used, composed of 30 items. All 66 items were measured using a seven-point Likert scale, with 1 representing &quot;strongly disagree&quot; and 7 &quot;strongly agree&quot;. </p>
			<p>Data analysis was implemented using univariate and multivariate statistics. It started with the characterization of the sample (age, gender, level of education, and position), including assessments of the sample size and the degree of normality of the probability distributions of the scale items. Subsequently, structural equations with partial least squares structural equation modelling (PLS-SEM) were used, with the aid of the SmartPLS 3 software (<xref ref-type="bibr" rid="B50">Ringle et al., 2015</xref>), composed of the evaluations of the measurement and structural models.</p>
			<p>For <xref ref-type="bibr" rid="B26">Hair et al. (2022</xref>), the objective of evaluating the measurement model with PLS-SEM, also known as confirmatory composite analysis (CCA) (<xref ref-type="bibr" rid="B25">Hair et al., 2020</xref>) is analogous to the objective of confirmatory factor analysis (CFA) used in covariance-based structural equation modelling (CB-SEM): an interdependence technique whose primary purpose is to define the inherent structure between the variables in the analysis, combining sets of variables that are strongly interrelated, known as latent factors or dimensions (<xref ref-type="bibr" rid="B24">Hair et al., 2010</xref>; <xref ref-type="bibr" rid="B53">Schumacker &amp; Lomax, 2016</xref>). These factors can mean something that the variables underlying the factor collectively represent, usually supported by a conceptual basis. Even such factors may correspond to concepts that are not adequately described by a single measure, usually, abstract and intangible concepts. </p>
			<p>The use of techniques related to PLS-SEM to estimate and evaluate the structural models (hypothesis verification) and measurement models is basically due to the exploratory nature of the research, which considers relationships still little explored in the literature, and the proximity of probability distributions of items with the normal distribution. The techniques related to CB-SEM are sensitive to absence of normality in the distributions (<xref ref-type="bibr" rid="B26">Hair et al., 2022</xref>). With PLS-SEM, the explained variations of the endogenous constructs are maximized. The method has advantages and disadvantages compared to CB-SEM, but it is more suitable for use in social sciences, such as marketing and management research. (<xref ref-type="bibr" rid="B27">Hair et al., 2011</xref>, <xref ref-type="bibr" rid="B28">2012</xref>).</p>
			<p>In the evaluation of the measurement model, through the CCA, the relationships between the proposed scales and the constructs are tested. In the evaluation of the structural model, through the modelling of structural equations, the relationships between the constructs involved in the analysis are tested (<xref ref-type="bibr" rid="B26">Hair et al., 2022</xref>). This description will offer statistical support to verify the hypotheses of this research. The step-by-step evaluation of the measurement model and the structural model, according to <xref ref-type="bibr" rid="B26">Hair et al. (2022</xref>) is summarized in the following topics and subtopics: 1 - Assessment of the measurement model (here, reflective): a) reliability of indicators; b) internal consistency; c) convergent validity; d) discriminant validity; 2 - Assessment of the structural model: a) collinearity; b) significance and size of the structural path coefficients; c) determination coefficients; d) predictive power.</p>
			<p>Having presented the methodological outlines, the next section presents the findings of this research.</p>
		</sec>
		<sec>
			<title>6. Presentation and analysis of the findings</title>
			<p>ITAIPU Binacional (IB) represents an important paradigm in its region of coverage, being a management models reference for companies in the electricity sector, and other sectors of industry in its region. IB is a hydroelectric power plant that generates energy for consumption in Brazil and Paraguay. Its legal constitution emerges from public international law. In Brazil, the energy generated represents about 15% of the electricity consumed, and in Paraguay about 90% (<xref ref-type="bibr" rid="B32">ITAIPU Binacional, 2019</xref>). This information shows the relevance of this company for both nations.</p>
			<p>The company is organized into six directorates, a general board plus five area directorates, each responsible for the operational execution of the processes under their responsibility; these are the: Technical Office, Financial Office, Administrative Office, Legal Office, and Coordination Office. </p>
			<p>The company has set up a business planning and control group, responsible for carrying out a five-year strategic formulation plan. Formal plans and key performance indicators are reviewed annually. In this context, the importance of employing efforts in research on controls and strategic alignment is increasing as society and the organization demand greater transparency and effectiveness in the use of public resources, as well as the cycles of change are renewed ever faster, and the environment proves to be challenging, complex, and uncertain for business strategies to be effectively achieved.</p>
			<p>The sample size (n) was 341, since the population would be, at the time the survey was made available, 1,345, according to IB data. As a prerequisite of the survey, only employees of the company's staff linked to the Brazilian side could respond.</p>
			<p>The respondents were distributed, according to <xref ref-type="fig" rid="f3">Figure 3</xref>, among the broad positions of the company: basic level professionals: 4.11%; support level professionals: 16.72%; technical level professionals: 21.99%; university level professionals: 57.18%.</p>
			<p>
				<fig id="f3">
					<label>Figure 3.</label>
					<caption>
						<title><italic>Broad positions.</italic></title>
					</caption>
					<graphic xlink:href="1808-2386-bbr-20-04-443-gf3.jpg"/>
					<attrib><italic>Source:</italic> Prepared by the authors</attrib>
				</fig>
			</p>
			<p>It was also found a predominantly male sample (about 81%), with higher education (about 90%), with 52% of the respondents in the age group from 31 to 45 years old, and with working time in the company between 5 and 20 years (about 63%).</p>
			<p>Regarding the Kolmogorov-Sminorv and Shapiro-Wilk normality tests, all 66 items comprising the two scales showed significance levels below 1%, which leads us to reject the normality hypothesis of the distributions of all items.</p>
			<p>
				<xref ref-type="bibr" rid="B26">Hair et al. (2022</xref>) suggest that skewness and kurtosis between -2 and 2 are good indicators of the proximity of the data distribution with the normal distribution. As the limits were exceeded for only one of the items (referring to the boundary system construct; skewness equal to -2.077, kurtosis equal to 4.889), despite not being normally distributed, we can assume that the distributions of all items do not deviate considerably from the normal distribution.</p>
			<p>To assess the sample size, we considered following reference values, suggested by <xref ref-type="bibr" rid="B20">Faul et al. (2009</xref>) and <xref ref-type="bibr" rid="B35">Kock and Hadaya (2018</xref>): for an effect of moderate size (f<sup>2</sup> = 0.15), significance level of 5%, and test power equal to 0.80, the sample needs to contain at least 85 responses; assuming a power equal to 0.80, at least 251 responses are required for structural coefficients between 0.11 and 0.20 to be significant at the 1% level. Our sample is four times larger than the first benchmark and about a quarter larger than the second.</p>
			<sec>
				<title>6.1. Structural Model H1</title>
				<p>The significant and expressive correlations (<xref ref-type="table" rid="t1">Table 1</xref>) between the LS, DS, IS, and BS constructs suggest presence of a second-order construct, which we identified as the strategic control systems (SCS) dimension. For the same reasons, we considered the strategic alignment system (VSA) dimension to be a second-order construct for latent variables FPA, MIA, SCA, MCA, and PIA. Therefore, and considering the validation of the measurement model, it was possible to test first hypothesis (structural relationship), represented in <xref ref-type="fig" rid="f4">Figure 4</xref>:</p>
				<p>
					<table-wrap id="t1">
						<label>Table 1</label>
						<caption>
							<title><italic>Discriminant validity of first-order constructs: Fornell-Larcker criterion</italic></title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
							<tr>
									<th align="center"> </th>
									<th align="center">SCA</th>
									<th align="center">MCA</th>
									<th align="center">MIA</th>
									<th align="center">PIA</th>
									<th align="center">FPA</th>
									<th align="center">BS</th>
									<th align="center">DS</th>
									<th align="center">IS</th>
									<th align="center">LS</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="left"><bold>SCA</bold></td>
									<td align="center"><bold>0.865</bold></td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
								</tr>
								<tr>
									<td align="left"><bold>MCA</bold></td>
									<td align="center">0.694</td>
									<td align="center"><bold>0.869</bold></td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
								</tr>
								<tr>
									<td align="left"><bold>MIA</bold></td>
									<td align="center">0.643</td>
									<td align="center">0.770</td>
									<td align="center"><bold>0.818</bold></td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
								</tr>
								<tr>
									<td align="left"><bold>PIA</bold></td>
									<td align="center">0.683</td>
									<td align="center">0.765</td>
									<td align="center">0.750</td>
									<td align="center"><bold>0.788</bold></td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
								</tr>
								<tr>
									<td align="left"><bold>FPA</bold></td>
									<td align="center">0.657</td>
									<td align="center">0.752</td>
									<td align="center">0.744</td>
									<td align="center">0.763</td>
									<td align="center"><bold>0.785</bold></td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
								</tr>
								<tr>
									<td align="left"><bold>BS</bold></td>
									<td align="center">0.648</td>
									<td align="center">0.681</td>
									<td align="center">0.604</td>
									<td align="center">0.681</td>
									<td align="center">0.676</td>
									<td align="center"><bold>0.853</bold></td>
									<td align="center"> </td>
									<td align="center"> </td>
									<td align="center"> </td>
								</tr>
								<tr>
									<td align="left"><bold>DS</bold></td>
									<td align="center">0.594</td>
									<td align="center">0.682</td>
									<td align="center">0.665</td>
									<td align="center">0.780</td>
									<td align="center">0.786</td>
									<td align="center">0.682</td>
									<td align="center"><bold>0.788</bold></td>
									<td align="center"> </td>
									<td align="center"> </td>
								</tr>
								<tr>
									<td align="left"><bold>IS</bold></td>
									<td align="center">0.609</td>
									<td align="center">0.697</td>
									<td align="center">0.727</td>
									<td align="center">0.758</td>
									<td align="center">0.682</td>
									<td align="center">0.568</td>
									<td align="center">0.690</td>
									<td align="center"><bold>0.823</bold></td>
									<td align="center"> </td>
								</tr>
								<tr>
									<td align="left"><bold>LS</bold></td>
									<td align="center">0.567</td>
									<td align="center">0.671</td>
									<td align="center">0.619</td>
									<td align="center">0.706</td>
									<td align="center">0.665</td>
									<td align="center">0.706</td>
									<td align="center">0.757</td>
									<td align="center">0.627</td>
									<td align="center"><bold>0.817</bold></td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN1">
								<label><italic>Note:</italic></label>
								<p>All correlations are significant at 1%.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>H1: the strategic control systems are related to the vertical strategic alignment system.</p>
				<p>
					<fig id="f4">
						<label>Figure 4.</label>
						<caption>
							<title><italic>Structural model H1</italic></title>
						</caption>
						<graphic xlink:href="1808-2386-bbr-20-04-443-gf4.jpg"/>
						<attrib><italic>Source:</italic><xref ref-type="bibr" rid="B50">Ringle et al. (2015</xref>).</attrib>
					</fig>
				</p>
				<p>For the assessment of statistical significance, 5,000 bootstrapping samples were considered. All the histograms related to the structural coefficients, generated from bootstrapping samples, presented unimodal behaviour, indicating among other things, the absence of outliers and indicators with little variability.</p>
				<sec>
					<title>6.1.1. Evaluation of the measurement model</title>
				<p>In the evaluation of the measurement model, convergent validity, reliability of the indicators, discriminant validity, and internal consistency were considered. For convergent validity, the average variances extracted (AVE) were analysed (<xref ref-type="table" rid="t2">Table 2</xref>): they varied between 0.616 and 0.756, exceeding 0.5 (which is the minimum reference value). For discriminant validity, the Fornell-Larcker criterion (<xref ref-type="table" rid="t1">Table 1</xref> and <xref ref-type="table" rid="t3">Table 3</xref>) and the HTMT ratio (Heterotrait-Monotrait ratio) were taken into account.</p>
				<p>
					<table-wrap id="t2">
						<label>Table 2 </label>
						<caption>
							<title><italic>Internal consistency and AVE</italic></title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
							<tr>
									<th align="center"> </th>
									<th align="center">CA</th>
									<th align="center">CR</th>
									<th align="center">AVE</th>
								</tr>
								</thead>
							<tbody>
								<tr>
									<td align="left"><bold>SCA</bold></td>
									<td align="center">0.888</td>
									<td align="center">0.922</td>
									<td align="center">0.748</td>
								</tr>
								<tr>
									<td align="left"><bold>MCA</bold></td>
									<td align="center">0.935</td>
									<td align="center">0.949</td>
									<td align="center">0.756</td>
								</tr>
								<tr>
									<td align="left"><bold>MIA</bold></td>
									<td align="center">0.874</td>
									<td align="center">0.909</td>
									<td align="center">0.669</td>
								</tr>
								<tr>
									<td align="left"><bold>PIA</bold></td>
									<td align="center">0.912</td>
									<td align="center">0.929</td>
									<td align="center">0.621</td>
								</tr>
								<tr>
									<td align="left"><bold>FPA</bold></td>
									<td align="center">0.893</td>
									<td align="center">0.917</td>
									<td align="center">0.616</td>
								</tr>
								<tr>
									<td align="left"><bold>BS</bold></td>
									<td align="center">0.952</td>
									<td align="center">0.960</td>
									<td align="center">0.728</td>
								</tr>
								<tr>
									<td align="left"><bold>DS</bold></td>
									<td align="center">0.919</td>
									<td align="center">0.935</td>
									<td align="center">0.621</td>
								</tr>
								<tr>
									<td align="left"><bold>IS</bold></td>
									<td align="center">0.938</td>
									<td align="center">0.949</td>
									<td align="center">0.677</td>
								</tr>
								<tr>
									<td align="left"><bold>LS</bold></td>
									<td align="center">0.936</td>
									<td align="center">0.947</td>
									<td align="center">0.667</td>
								</tr>
								<tr>
									<td align="left"><bold>VSA</bold></td>
									<td align="center">0.968</td>
									<td align="center">0.945</td>
									<td align="center">0.776</td>
								</tr>
								<tr>
									<td align="left"><bold>SCS</bold></td>
									<td align="center">0.971</td>
									<td align="center">0.925</td>
									<td align="center">0.754</td>
								</tr>
							</tbody>
						</table>
					</table-wrap>
				</p>
				<p>
					<table-wrap id="t3">
						<label>Table 3</label>
						<caption>
							<title><italic>Discriminant validity of second-order constructs: Fornell-Larcker criterion</italic></title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
							<tr>
									<th align="center"> </th>
									<th align="center">VSA</th>
									<th align="center">SCS</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="left"><bold>VSA</bold></td>
									<td align="center"><bold>0.881</bold></td>
									<td align="center"> </td>
								</tr>
								<tr>
									<td align="left"><bold>SCS</bold></td>
									<td align="center">0.886</td>
									<td align="center"><bold>0.868</bold></td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN2">
								<p><italic>Note:</italic> All correlations are significant at 1%.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>The correlation between the second-order constructs SCS and VSA is greater than the square roots of average variances extracted from these constructs (diagonal), however the differences are small. The confidence interval with 95% confidence level for the correlation between SCS and VSA has, as extremes, values 0.855 and 0.909. The Fornell-Larcker criterion will certainly be met if indicators with low outer loadings are eliminated (for SCS, there are twelve indicators with outer loads between 0.40 and 0.70; for VSA, there are eight indicators with factor loadings between 0.40 and 0.70).</p>
				<p>For all first-order constructs, the HTMT ratios are below the baseline value 0.85 (for conceptually different constructs). The HTMT ratio for second-order constructs is equal to 0.913 (slightly above the 0.90 threshold for conceptually similar constructs).</p>
				<p>For all 66 indicators, the outer loadings are greater than their respective cross-loadings. It is worth noting that 48 indicators presented high cross-loadings (between 0.60 and 0.70).</p>
				<p>For the internal consistency of the measurement model, the composite reliabilities (CR) and Cronbach's alphas (CA) were considered. In all cases, the minimum reference indices were exceeded (<xref ref-type="table" rid="t2">Table 2</xref>)</p>
			</sec>
			<sec>
				<title>6.1.2. Evaluation of the structural model</title>
				<p>Considering the good performance of the measurement model, it was possible to evaluate the structural model (<xref ref-type="table" rid="t4">Table 4</xref>).</p>
				<p>
					<table-wrap id="t4">
						<label>Table 4 </label>
						<caption>
							<title><italic>Evaluation of the structural model H1</italic></title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
							<tr>
									<th align="left">Structural relation </th>
									<th align="center">f<sup>2</sup></th>
									<th align="center">Structural coefficient</th>
									<th align="center">Standard error</th>
									<th align="center">P-value</th>
									<th align="center">R<sup>2</sup> adjusted</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="left"><bold>H1</bold></td>
									<td align="center">3.666</td>
									<td align="center">0.886</td>
									<td align="center">0.013</td>
									<td align="center">0.000</td>
									<td align="center">0.785</td>
								</tr>
							</tbody>
						</table>
					</table-wrap>
				</p>
				<p>Five dimensions were used to measure the second-order latent variable VSA, and four to measure the second-order latent variable SCS (<xref ref-type="fig" rid="f4">Figure 4</xref>), with SCS explaining R<sup>2</sup> =78.5% of the variance of VSA. Hypothesis H1 was confirmed (P&lt;0.0001) with high effect size (f<sup>2</sup> =3.666).</p>
				<p>The predictive or generalization power (ability to observe the same results in other samples) of the structural model is moderate to high, considering the criteria and procedures described by <xref ref-type="bibr" rid="B54">Shmueli et al. (2019</xref>). For the evaluation of the predictive power, the statistics Q<sup>2</sup>, MAE (mean absolute error) and RMSE (root mean square error) were considered. Predictive relevance is confirmed when Q<sup>2</sup> &gt; 0 for all indicators in the measurement model, which is exactly the case. If the prediction errors of the indicators are symmetrically distributed, the predictive power is evaluated, considering the RMSE values; otherwise, the MAE values are considered. The RMSE (or MAE) values of the measurement model are compared with the RMSE (or MAE) values produced with linear regression. As in the case of this study, the prediction errors of the indicators are approximately normally distributed (kurtosis and skewness ranging between -2 and 2, with the exception of one item, with kurtosis value equal to 2.368), and for most indicators (56 out of 66) RMSE of the measurement model are smaller than the RMSE produced by linear regression, it is concluded that the predictive power of the model is moderate to high.</p>
			</sec>
		</sec>
			<sec>
				<title>6.2. Complex Structural Model</title>
				<p>High explanatory power of the SCS construct on the VSA construct (R<sup>2</sup> =78.5%) enables us to assess the effects of the first-order constructs that make up SCS (LS, DS, IS, and BS) on first-order constructs that make up VSA (FPA, MIA, SCA, MCA, and PIA). This finer assessment of the relationship between SCS and VSA is represented by the complex structural model (<xref ref-type="fig" rid="f5">Figure 5</xref>). Hypotheses H2, H3, and H4 will be verified by evaluating the joint explanatory power of the first-order constructs LS, DS, IS, and BS of SCS on each of the first-order constructs of VSA.</p>
				<p>
					<fig id="f5">
						<label>Figure 5. </label>
						<caption>
							<title><italic>Complex structural model</italic></title>
						</caption>
						<graphic xlink:href="1808-2386-bbr-20-04-443-gf5.jpg"/>
						<attrib><italic>Source:</italic><xref ref-type="bibr" rid="B50">Ringle et al. (2015</xref>).</attrib>
					</fig>
				</p>
				<p>The red arrows in <xref ref-type="fig" rid="f5">Figure 5 </xref>indicate that the structural coefficients are not significant at 1% level: LS construct does not relate to any of the VSA dimensions, just as DS does not relate to the MIA, SCA, and MCA constructs. All other structural coefficients are significant at 1% level (and are represented in green). </p>
				<p>Statistical significance was estimated considering 5,000 bootstrapping samples. The histograms related to the structural coefficients maintained the unimodal behaviour.</p>
				<sec>
					<title>6.2.1. Measurement model evaluation</title>
				<p>The average variances extracted from the first<sup>-</sup>order constructs are exactly those presented in the evaluation of measurement model referring to the structural model H1 (<xref ref-type="table" rid="t2">Table 2</xref>), which exceed the minimum reference value (which is equal to 0.5). For the discriminant validity, the Fornell-Larcker criterion was considered: from <xref ref-type="table" rid="t1">Table 1</xref>, the values referring to the first-order constructs can be extracted.</p>
				<p>The correlation between the DS and FPA constructs is greater than the square root of the average variance extracted from FPA, however the difference is small. The confidence interval, with a 95% confidence level for the correlation between DS and FPA, has the values of 0.746 and 0.834 as extremes. The Fornell-Larcker criterion will probably be met if the DS indicators with low outer loading are eliminated (there are two in all: one with 0.698; the other with 0.472).</p>
				<p>With the exception of the HTMT ratio for DS and FPA (equal to 0.853), all others were below reference value of 0.85.</p>
				<p>For all 66 indicators, the outer loadings are greater than their respective cross-loadings. It is worth noting that 48 indicators showed high cross-loadings (between 0.60 and 0.70). The values referring to the internal consistency of the structural model are those presented in <xref ref-type="table" rid="t2">Table 2</xref>.</p>
			</sec>
			<sec>
				<title>6.2.2. Evaluation of the structural model</title>
				<p>Considering the good performance of the measurement model, it was possible to evaluate the complex structural model (<xref ref-type="table" rid="t5">Table 5</xref>).</p>
				<p>
					<table-wrap id="t5">
						<label>Table 5 </label>
						<caption>
							<title><italic>Evaluation of complex structural model</italic></title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col span="3"/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
							<tr>
									<th align="left" colspan="3">Structural Relation </th>
									<th align="center">f<sup>2</sup></th>
									<th align="center">Structural Coefficient</th>
									<th align="center">Standard Error</th>
									<th align="center">P-value</th>
									<th align="center">R<sup>2</sup> Adjusted</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="left"><bold>LS</bold></td>
									<td align="center" rowspan="4"><bold>with</bold></td>
									<td align="center" rowspan="4"><bold>FPA</bold></td>
									<td align="center">0.000**</td>
									<td align="center"> 0.016*</td>
									<td align="center">0.061</td>
									<td align="center">0.794</td>
									<td align="center" rowspan="4">0.683</td>
								</tr>
								<tr>
									<td align="left"><bold>DS</bold></td>
									<td align="center"> 0.242</td>
									<td align="center">0.482</td>
									<td align="center">0.060</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="left"><bold>IS</bold></td>
									<td align="center">0.077**</td>
									<td align="center">0.221</td>
									<td align="center">0.054</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="left"><bold>BS</bold></td>
									<td align="center">0.063**</td>
									<td align="center">0.211</td>
									<td align="center">0.052</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="left"><bold>LS</bold></td>
									<td align="center" rowspan="4"><bold>with</bold></td>
									<td align="center" rowspan="4"><bold>MIA</bold></td>
									<td align="center">0.006**</td>
									<td align="center"> 0.082*</td>
									<td align="center">0.065</td>
									<td align="center">0.211</td>
									<td align="center" rowspan="4">0.600</td>
								</tr>
								<tr>
									<td align="left"><bold>DS</bold></td>
									<td align="center">0.024**</td>
									<td align="center"> 0.171*</td>
									<td align="center">0.073</td>
									<td align="center">0.020</td>
								</tr>
								<tr>
									<td align="left"><bold>IS</bold></td>
									<td align="center"> 0.269</td>
									<td align="center">0.465</td>
									<td align="center">0.052</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="left"><bold>BS</bold></td>
									<td align="center">0.031**</td>
									<td align="center">0.167</td>
									<td align="center">0.060</td>
									<td align="center">0.005</td>
								</tr>
								<tr>
									<td align="left"><bold>LS</bold></td>
									<td align="center" rowspan="4"><bold>with</bold></td>
									<td align="center" rowspan="4"><bold>SCA</bold></td>
									<td align="center">0.001**</td>
									<td align="center"> 0.031*</td>
									<td align="center">0.069</td>
									<td align="center">0.653</td>
									<td align="center" rowspan="4">0.510</td>
								</tr>
								<tr>
									<td align="left"><bold>DS</bold></td>
									<td align="center">0,007**</td>
									<td align="center"> 0.100*</td>
									<td align="center">0.084</td>
									<td align="center">0.237</td>
								</tr>
								<tr>
									<td align="left"><bold>IS</bold></td>
									<td align="center"> 0.092</td>
									<td align="center">0.301</td>
									<td align="center">0.063</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="left"><bold>BS</bold></td>
									<td align="center"> 0.140</td>
									<td align="center">0.390</td>
									<td align="center">0.063</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="left"><bold>LS</bold></td>
									<td align="center" rowspan="4"><bold>with</bold></td>
									<td align="center" rowspan="4"><bold>MCA</bold></td>
									<td align="center">0.022**</td>
									<td align="center"> 0.153*</td>
									<td align="center">0.063</td>
									<td align="center">0.015</td>
									<td align="center" rowspan="4"> 0.625</td>
								</tr>
								<tr>
									<td align="left"><bold>DS</bold></td>
									<td align="center">0.015**</td>
									<td align="center"> 0.131*</td>
									<td align="center">0.072</td>
									<td align="center">0.066</td>
								</tr>
								<tr>
									<td align="left"><bold>IS</bold></td>
									<td align="center">0.161</td>
									<td align="center">0.348</td>
									<td align="center">0.059</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="left"><bold>BS</bold></td>
									<td align="center">0.099**</td>
									<td align="center">0.286</td>
									<td align="center">0.059</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="left"><bold>LS</bold></td>
									<td align="center" rowspan="4"><bold>with</bold></td>
									<td align="center" rowspan="4"><bold>PIA</bold></td>
									<td align="center">0.013**</td>
									<td align="center"> 0.100*</td>
									<td align="center">0.063</td>
									<td align="center">0.115</td>
									<td align="center" rowspan="4">0.728</td>
								</tr>
								<tr>
									<td align="left"><bold>DS</bold></td>
									<td align="center">0.131</td>
									<td align="center">0.328</td>
									<td align="center">0.056</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="left"><bold>IS</bold></td>
									<td align="center">0.258</td>
									<td align="center">0.375</td>
									<td align="center">0.047</td>
									<td align="center">0.000</td>
								</tr>
								<tr>
									<td align="left"><bold>BS</bold></td>
									<td align="center">0.050**</td>
									<td align="center">0.173</td>
									<td align="center">0.046</td>
									<td align="center">0.000</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN3">
								<p><italic>Note 1:</italic> (*) Structural coefficients not significant at the 1% level.</p>
							</fn>
							<fn id="TFN4">
								<p><italic>Note 2:</italic> (**) Effects not significant at the 1% level.</p>
							</fn>
							<fn id="TFN5">
								<p><italic>Note 3:</italic> VIF value of the exogenous constructs: 2.860 (LS); 3.067 (DS); 2.033 (IS); 2.248 (BS).</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>The LS construct has no influence on the VSA constructs: all f<sup>2</sup> and structural coefficients are non-significant at 1% level.</p>
				<p>The DS, IS, and BS constructs exert influences on the VSA constructs: the R<sup>2</sup> values for each of the endogenous constructs are large and significant at 1% level. Hypothesis H1 is confirmed again, now evidencing that LS did not contribute to the relationship between SCS and VSA.</p>
				<p>The BS construct influences all VSA dimensions: all structural coefficients are significant at 1% level; the effect is significant at 1% level, and moderate only for the SCA dimension. Hypothesis H2 is confirmed.</p>
				<p>The IS construct influences all VSA dimensions: all structural coefficients are significant at 1% level; only for the FPA dimension the effect is not significant at 1% level. Hypothesis H3 is confirmed. </p>
				<p>The DS construct influences the FPA and PIA dimensions of the VSA construct: the effects are average and significant at 1% level; the structural coefficients are also significant at 1% level. Hypothesis H4 is confirmed.</p>
				<p>Predictive relevance of the structural model in <xref ref-type="fig" rid="f5">Figure 5 </xref>is confirmed by observing Q<sup>2</sup> &gt; 0 for all indicators. As in our case, the prediction errors of the indicators are approximately normally distributed (kurtosis and skewness ranging between -2 and 2), and for most indicators (90%) the RMSE of the measurement model are smaller than the RMSE produced by linear regression, it is concluded that the predictive or generalization power of the model is moderate to high.</p>
			</sec>
			</sec>
		</sec>
		<sec sec-type="discussion">
			<title>7. Discussion</title>
			<p>The findings of this survey corroborate those of <xref ref-type="bibr" rid="B40">Moreno et al. (2017</xref>), indicating that the increased presence of control levers affects the perception of strategic alignment. <xref ref-type="bibr" rid="B51">Santos et al. (2020</xref>) also found evidence that the presence of levers in a balanced way favours strategic alignment (in public education institutions).</p>
			<p>The questions raised by <xref ref-type="bibr" rid="B18">Deschamps (2019</xref>); <xref ref-type="bibr" rid="B23">Grabner and Moers (2013</xref>); <xref ref-type="bibr" rid="B45">Otley (1980</xref>) and <xref ref-type="bibr" rid="B58">Soman and Cheema (2004</xref>) regarding the capacity and consistency of strategic control systems in achieving alignment are clarified when observing the structural models, as demonstrated in the analysis of hypotheses <bold>H1, H2, H3,</bold> and <bold>H4</bold>.</p>
			<p>The findings also indicate, in the interaction demonstrated (<xref ref-type="table" rid="t5">Table 5</xref>) between the control lever of the diagnostic system (DS) and the variables formal planning (AFP) and people involvement (PIA) of the vertical alignment construct, the assertiveness expressed by <xref ref-type="bibr" rid="B13">Cintra (2011</xref>) on the DS lever, promoting motivation for employees to align their behaviour with the organization´s goals.</p>
			<p>
				<xref ref-type="bibr" rid="B6">Arjaliès and Mundy (2013</xref>) related levers of control to strategic management of corporate social responsibility (CSR), concluding that control systems allow managers to identify threats and opportunities associated with the CSR strategy, forming risk management processes that support their organizations achieving their strategic objectives. In addition, CSR documentation such as reports and plans enable companies to define their values and purpose, communicate to their employees the alignment of CSR strategy with external interests, and build a coherent agenda for their CSR strategy.</p>
			<p>These findings also agree with the conclusions of <xref ref-type="bibr" rid="B64">Widener (2007</xref>), considering that there are two types of strategic elements - strategic uncertainties and strategic risk - that determine the importance and role of control systems. He also documents that diagnostic and belief systems facilitate efficient use of managerial attention, while the interactive system consumes management attention (control has a &quot;cost&quot;). Organizational learning is enhanced by emphasizing the belief system and using the diagnostic system. Both organizational learning and attention are positively associated with performance.</p>
		</sec>
		<sec sec-type="conclusions">
			<title>8. Final considerations, limitations, and recommendations</title>
			<p>The present study aimed to assess and evaluate the relationships between <xref ref-type="bibr" rid="B55">Simons´ (1994</xref>) strategic levers of control and the strategic alignment at <xref ref-type="bibr" rid="B32">Itaipu Binacional (2019</xref>). </p>
			<p>The findings showed positive associations between the levers of control and vertical strategic alignment, with emphasis on the results arising from the modelling of structural equations, showing the strong influence of three levers of control on alignment: diagnostic system (0.289), belief system (0.267), and interactive system (0.382). Therefore, it is possible to deduce that positive levers have a greater influence on the company's vertical and internal alignment. However, one of the more restrictive levers (boundaries) does not influence this construct. The central hypothesis of this study was confirmed, demonstrating and reinforcing the proposition of the levers of control model defended by (<xref ref-type="bibr" rid="B56">Simons, 1995</xref>). </p>
			<p>Considering the results of this study, it is convenient to list the contributions in the theoretical and practical areas. The first is related to the fact that this study corresponds to an opportunity to confirm the validity of the scales used in the survey<italic>,</italic> which present adequate solidity and robustness. Therefore, the study extends the literature on control systems by (<xref ref-type="bibr" rid="B56">Simons, 1995</xref>), presenting, as results, the dissemination of a more integrative control methodology that produces associations with strategic alignment, contributing to the evolution of strategic management processes in organizations, and consequently promoting alignment between organizational levels, with tacit and positive effects on performance. It was also found, in a cross-analysis, that the interactive system influences the diagnostic and boundary systems, and that the belief system influences each of the other three systems.</p>
			<p>As a suggestion for future research, it is recommended to conduct studies in other organizations in the same sector, to assess whether there will also be significant influence of the management control levers with the vertical strategic alignment, with the presumed established hypothesis.</p>
		</sec>
	</body>
	<back>
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	<!--<sub-article article-type="translation" id="s1" xml:lang="pt">
		<front-stub>
            <article-id pub-id-type="doi">10.15728/bbr.2021.1079.pt</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Artigo Original</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>RELACIONAMENTOS ENTRE SISTEMAS DE CONTROLE E ALINHAMENTO ESTRATÉGICO: UM ESTUDO NA ITAIPU BINACIONAL</article-title>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-0080-7977</contrib-id>
					<name>
						<surname>Tavares</surname>
						<given-names>Ronaldo</given-names>
					</name>
					<xref ref-type="aff" rid="aff10"><sup>1</sup></xref>
                    <role content-type="http://credit.niso.org/contributor-roles/project-administration/">administração do projeto</role>
                    <role content-type="http://credit.niso.org/contributor-roles/formal-analysis/">análise de dados</role>
                    <role content-type="http://credit.niso.org/contributor-roles/conceptualization/">conceitualização</role>
                    <role content-type="http://credit.niso.org/contributor-roles/data-curation/">curadoria de dados</role>
                    <role content-type="http://credit.niso.org/contributor-roles/funding-acquisition/">recebimento de financiamento</role>
                    <role content-type="http://credit.niso.org/contributor-roles/investigation/">pesquisa</role>
                    <role content-type="http://credit.niso.org/contributor-roles/methodology/">metodologia</role>
                    <role content-type="http://credit.niso.org/contributor-roles/software/">software</role>
                    <role content-type="http://credit.niso.org/contributor-roles/visualization/">design da apresentação de dados</role>
                    <role content-type="http://credit.niso.org/contributor-roles/writing–original-draft/">redação do manuscrito original</role>
                    <role content-type="http://credit.niso.org/contributor-roles/writing–review-editing/">redação - revisão e edição</role>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-5571-8891</contrib-id>
					<name>
						<surname>Norberto</surname>
						<given-names>Wenderson Diego</given-names>
					</name>
					<xref ref-type="aff" rid="aff10"><sup>1</sup></xref>
                    <role content-type="http://credit.niso.org/contributor-roles/conceptualization/">conceitualização</role>
                    <role content-type="http://credit.niso.org/contributor-roles/investigation/">pesquisa</role>
                    <role content-type="http://credit.niso.org/contributor-roles/project-administration/">administração do projeto</role>
                    <role content-type="http://credit.niso.org/contributor-roles/writing–original-draft/">redação do manuscrito original</role>
                    <role content-type="http://credit.niso.org/contributor-roles/writing–review-editing/">redação - revisão e edição</role>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-2224-7023</contrib-id>
					<name>
						<surname>Damke</surname>
						<given-names>Eloi</given-names>
						<suffix>Junior</suffix>
					</name>
					<xref ref-type="aff" rid="aff10"><sup>1</sup></xref>
                    <role content-type="http://credit.niso.org/contributor-roles/conceptualization/">conceitualização</role>
                    <role content-type="http://credit.niso.org/contributor-roles/formal-analysis/">análise de dados</role>
                    <role content-type="http://credit.niso.org/contributor-roles/methodology/">metodologia</role>
                    <role content-type="http://credit.niso.org/contributor-roles/supervision/">supervisão</role>
                    <role content-type="http://credit.niso.org/contributor-roles/validation/">validação de dados e experimentos</role>
                    <role content-type="http://credit.niso.org/contributor-roles/visualization/">design da apresentação de dados</role>
                    <role content-type="http://credit.niso.org/contributor-roles/writing–original-draft/">redação do manuscrito original</role>
                    <role content-type="http://credit.niso.org/contributor-roles/writing–review-editing/">redação - revisão e edição</role>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-9425-6351</contrib-id>
					<name>
						<surname>Panek</surname>
						<given-names>Luciano</given-names>
					</name>
					<xref ref-type="aff" rid="aff10"><sup>1</sup></xref>
                    <role content-type="http://credit.niso.org/contributor-roles/data-curation/">curadoria de dados</role>
                    <role content-type="http://credit.niso.org/contributor-roles/investigation/">pesquisa</role>
                    <role content-type="http://credit.niso.org/contributor-roles/methodology/">metodologia</role>
                    <role content-type="http://credit.niso.org/contributor-roles/software/">desenvolvimento, implementação e teste de software</role>
                    <role content-type="http://credit.niso.org/contributor-roles/supervision/">supervisão</role>
                    <role content-type="http://credit.niso.org/contributor-roles/validation/">validação de dados e experimentos</role>
                    <role content-type="http://credit.niso.org/contributor-roles/writing–original-draft/">redação do manuscrito original</role>
                    <role content-type="http://credit.niso.org/contributor-roles/writing–review-editing/">redação - revisão e edição</role>
				</contrib>
				<aff id="aff10">
					<label>1</label>
					<institution content-type="original">Universidade Estadual do Oeste do Paraná - UNIOESTE, Foz do Iguaçu, PR, Brasil</institution>
					<institution content-type="orgname">Universidade Estadual do Oeste do Paraná</institution>
					<addr-line>
						<city>Foz do Iguaçu</city>
						<state>PR</state>
					</addr-line>
					<country country="BR">Brasil</country>
				</aff>
			</contrib-group>
			<author-notes>
				<corresp id="c10">
					<email>ronaldo.tvr@gmail.com</email>
				</corresp>
				<corresp id="c20">
					<email>wendernorberto.01@gmail.com</email>
				</corresp>
				<corresp id="c30">
					<email>eloi.damke@gmail.com</email>
				</corresp>
				<corresp id="c40">
					<email>lucpanek@gmail.com</email>
				</corresp>
				<fn fn-type="con" id="fn10">
					<label>CONTRIBUIÇÕES DE AUTORIA</label>
					<p> RT - Conceitualização, curadoria dos dados, análise formal, aquisição de recursos, investigação, metodologia, gestão do projeto, software, visualização, escrita do rascunho original, edição e revisão. WDN - Conceitualização, investigação, gestão do projeto, escrita original, edição e revisão. EJD - Conceitualização, análise formal, metodologia, supervisão, validação dos dados, visualização, escrita original, edição e revisão. LP - curadoria dos dados, análise formal, metodologia quantitativa, software, supervisão, validação dos dados e resultados, escrita original, edição e revisão.</p>
				</fn>
				<fn fn-type="conflict" id="fn20">
					<label>CONFLITO DE INTERESSE</label>
					<p> Os autores declaram que não há conflitos de interesses.</p>
				</fn>
			</author-notes>
			<abstract>
				<title>Resumo</title>
				<p>Diversos estudos têm vinculado controles de gestão ao comprometimento estratégico, inovação, governança corporativa, dentre outros <italic>outcomes</italic> organizacionais. No entanto são escassos os estudos que relacionam o modelo das alavancas de controle estratégico (MAC) proposto por Simons (1995) ao alinhamento estratégico. O presente estudo objetiva avaliar os relacionamentos entre as alavancas de controle estratégico de Simons (1994) com o alinhamento estratégico vertical na Itaipu Binacional. Dados coletados por meio de um <italic>survey</italic> junto a 341 respondentes e analisados por meio da modelagem de equações estruturais pelo método PLS (<italic>Partial Least Squares</italic>) revelaram que as alavancas (MAC) se associam, exercendo influência positiva, com o alinhamento estratégico vertical, com destaque para os sistemas diagnóstico, de crenças e interativo, que produziram associações estatísticas significativas.</p>
			</abstract>
			<kwd-group xml:lang="pt">
				<title>Palavras-Chave:</title>
				<kwd>Controle Estratégico</kwd>
				<kwd>Alavancas de Controle</kwd>
				<kwd>Alinhamento Estratégico</kwd>
			</kwd-group>
		</front-stub>
		<body>
			<sec sec-type="intro">
				<title>1. Introdução</title>
				<p>Estudos em administração estratégica abordam teorias desde a formulação até o menor nível de desdobramento da estratégia implementada. A complexa conjuntura organizacional indica que muitas organizações, em especial as de grande porte, dedicam mais esforços em sua formulação, quando é imperativo que ambas as facetas sejam corretamente desenvolvidas. Desta maneira, a administração estratégica tem encontrado pesquisadores adeptos às questões que envolvam maior aproximação entre a formulação e a implementação dos objetivos e metas empresariais, levando ainda em consideração as contingências e estratégias emergentes.</p>
				<p>Uma das linhas de estudos que promovem a aproximação entre formulação e implementação é a de controles estratégicos. <xref ref-type="bibr" rid="B17">Damke et al. (2011</xref>) identificaram, por meio de um estudo seminal realizado por <xref ref-type="bibr" rid="B44">Otley (1999</xref>), cinco sistemas de controle estratégico mais abordados na literatura de controles de gestão: o <italic>Balanced Scorecard</italic> (BSC), o Orçamento, o <italic>Economic Value Added</italic> (EVA), o Gerenciamento pelas Diretrizes e as Alavancas de Controle (<xref ref-type="bibr" rid="B55">Simons, 1994</xref>). Dentre os sistemas de controle de gestão abordados na literatura, de acordo com meta-análise realizada por (<xref ref-type="bibr" rid="B48">Pujiati et al., 2019</xref>), as alavancas de controle estratégico propostas por <xref ref-type="bibr" rid="B56">Simons (1995</xref>) têm recebido constante atenção dos pesquisadores, sendo alavancas de vital importância na construção de credibilidade e disseminação de novas estratégias, proporcionando alinhamento estratégico e mitigação de riscos em tempos mutáveis e inovadores. Assim, o debate quanto à influência dos sistemas de controle estratégico propostos por <xref ref-type="bibr" rid="B56">Simons (1995</xref>) mostra-se presente em um expressivo conjunto de estudos, que a abordam sob distintas perspectivas organizacionais como: inovação (<xref ref-type="bibr" rid="B14">Cruz et al., 2015</xref>; <xref ref-type="bibr" rid="B42">Nisiyama &amp; Oyadomari, 2012</xref>), desenvolvimento de contratos psicológicos (<xref ref-type="bibr" rid="B11">Canan, 2013</xref>), ética e clima organizacional (<xref ref-type="bibr" rid="B9">Bellora-Bienengräber et al., 2021</xref>), planejamento de processos e desenvolvimento de produtos (<xref ref-type="bibr" rid="B1">Abernethy &amp; Lillis, 1995</xref>; <xref ref-type="bibr" rid="B2">Ahrens &amp; Chapman, 2004</xref>; <xref ref-type="bibr" rid="B5">Anthony &amp; Govindarajan, 2007</xref>; <xref ref-type="bibr" rid="B29">Henri, 2006</xref>; <xref ref-type="bibr" rid="B33">Jørgensen &amp; Messner, 2009</xref>; <xref ref-type="bibr" rid="B59">Tessier &amp; Otley, 2012</xref>; <xref ref-type="bibr" rid="B60">Tsamenyi &amp; Cullen, 2010</xref>), e flexibilidade empresarial (<xref ref-type="bibr" rid="B65">Yanine et al., 2016</xref>).</p>
				<p>Outro campo de pesquisa que considera a relação formulação - implementação é a de alinhamento estratégico. O alinhamento pode ser tanto vertical quanto horizontal: o primeiro trata das relações entre a hierarquia formal da empresa nos modelos <italic>top down</italic> e <italic>bottom up</italic>; já o segundo trata das relações intraorganizacional e entre fornecedores e clientes. <xref ref-type="bibr" rid="B47">Prieto e Carvalho (2018</xref>) elaboraram um modelo para mensuração do impacto entre o alinhamento interno sobre o desempenho do negócio. O <italic>framework</italic> proposto pelos autores considera 5 dimensões as quais explicam o alinhamento vertical interno: processo formal de planejamento, envolvimento da média gerência, consenso estratégico, capacidades gerenciais e envolvimento das pessoas.</p>
				<p>Embora a relação teórico-conceitual dos dois modelos acima seja peculiar, não são expressivos os estudos que a abordem, em especial em segmentos da indústria que sejam tradicionalmente mais estáveis como o setor elétrico. Este trabalho propõe o desenvolvimento de um estudo que objetiva avaliar os relacionamentos entre as alavancas de controle estratégico de <xref ref-type="bibr" rid="B55">Simons (1994</xref>) com o alinhamento estratégico na Itaipu Binacional, objetivo que se desdobra na seguinte problemática de pesquisa: <bold>Quais são os relacionamentos entre as alavancas de controle estratégico propostas por Simons (1995) com o alinhamento estratégico na Itaipu Binacional?</bold></p>
			</sec>
			<sec>
				<title>2. Sistemas de controle estratégico</title>
				<p>O framework das alavancas de controle estratégico proposto por <xref ref-type="bibr" rid="B56">Simons em 1995</xref> tem recebido, conforme meta-análise realizada por <xref ref-type="bibr" rid="B48">Pujiati et al. (2019</xref>), constante atenção por parte dos pesquisadores da área de estratégia e controles de gestão (<xref ref-type="bibr" rid="B14">Cruz et al., 2015</xref>; <xref ref-type="bibr" rid="B41">Naranjo-Gil, 2016</xref>; <xref ref-type="bibr" rid="B43">Oro &amp; Lavarda, 2019</xref>; <xref ref-type="bibr" rid="B57">Siska, 2018</xref>). Esse destaque se deve ao fato de essa metodologia considerar a racionalidade dos modelos tradicionais de gestão, mitigando o risco, mas por outro lado, estimulando a experimentação, tão importante em ambientes de alta competição e mudanças (<xref ref-type="bibr" rid="B3">Amorim et al., 2016</xref>).</p>
				<p>Para <xref ref-type="bibr" rid="B56">Simons (1995</xref>), o <italic>framework</italic> das alavancas de controle é composto por quatro sistemas, os quais proporcionam a alta gestão as ferramentas necessárias para a implementação da estratégia. O autor salienta que o modelo das quatro alavancas cria forças opositoras e autoequilibradas, de efetiva implementação da estratégia. Duas delas - crenças e interativo - criam forças positivas e inspiradoras. As demais - limites e diagnósticos - criam restrições e garantias em conformidade com os ordenamentos, conforme sintetizado na <xref ref-type="fig" rid="f10">Figura 1</xref>. </p>
				<p>
					<fig id="f10">
						<label>Figura 1.</label>
						<caption>
							<title><italic>Modelo das Alavancas de controles</italic></title>
						</caption>
						<graphic xlink:href="1808-2386-bbr-20-04-443-gf10.jpg"/>
						<attrib><italic>Fonte:</italic> Adaptadode “<italic>Levers of control - How managers use innovative control systems to drive strategic renewal.</italic> Harvard Business School” de <xref ref-type="bibr" rid="B56">Simons, R. (1995</xref>).</attrib>
					</fig>
				</p>
				<p>O sistema de crenças inspira e direciona a pesquisa para novas oportunidades. O sistema de limites define restrições sobre o comportamento de buscas de oportunidades inapropriadas. O sistema de diagnósticos motiva, monitora e recompensa as conquistas de objetivos específicos. Já o sistema interativo, estimula o aprendizado organizacional e a emergência de novas ideias e estratégias (<xref ref-type="bibr" rid="B56">Simons, 1995</xref>).</p>
				<p>O sistema de crenças é utilizado pela alta gestão para definir, comunicar, e reforçar os valores básicos, propósitos e a direção da organização, o qual se tangibiliza através de documentos formais tais como valores, declaração da missão e declaração de objetivos. A análise dos valores centrais influencia a estrutura desse sistema.</p>
				<p>O sistema de limites por sua vez é utilizado pela alta gestão para estabelecer limites explícitos e regras que devem ser respeitadas. O sistema de limites, ou de restrições, é tipicamente tomado em termos negativos ou padrões mínimos de exigências. É operacionalizado por meio de códigos de conduta nos negócios, planos estratégicos e operações dirigidas providas pelos gestores. A análise de riscos a serem evitados influencia a estrutura desse sistema.</p>
				<p>O sistema diagnóstico é o sistema formal de <italic>feedback</italic> utilizado para monitorar os resultados da organização e corrigir desvios dos padrões previamente estabelecidos ou do desempenho. Exemplos de sua formalização, os planos de negócio e orçamentos são modelos de rastreamento das variações dos objetivos prévios e contingências. A análise das variáveis críticas de desempenho influencia a estrutura desse sistema.</p>
				<p>Por fim, o sistema interativo é o sistema formal utilizado pela alta gestão para regular e pessoalmente envolver a equipe e as tomadas de decisão com os subordinados. Qualquer sistema de controle de diagnóstico pode ser feito pela contínua interação e frequente atenção da alta gestão. O propósito desse sistema orienta-se a focar a atenção e forçar o diálogo, assim como o aprendizado entre e através da organização. A análise das incertezas estratégicas influencia a estrutura do sistema interativo.</p>
			</sec>
			<sec>
				<title>3. Alinhamento estratégico</title>
				<p>O alinhamento estratégico é um conceito presente desde os primordiais estudos na área de estratégia empresarial. Diferentes escolas adotam diversas abordagens com relação ao alinhamento. Para os teóricos da Visão Baseada em Recursos, o alinhamento estratégico enfatiza os fatores internos da firma (<xref ref-type="bibr" rid="B7">Barney, 1991</xref>). Ainda, para <xref ref-type="bibr" rid="B62">Venkatraman e Camillus (1984</xref>), o conceito de alinhamento está intrinsecamente ligado à formulação e implementação da estratégia, ou seja, no campo das políticas de negócio está enraizado o conceito de “<italic>matching</italic>” ou “alinhamento” dos recursos organizacionais com as oportunidades e ameaças do ambiente.</p>
				<p>Uma vertente que tem recebido atenção é a do alinhamento estratégico interno vertical. Para <xref ref-type="bibr" rid="B47">Prieto e Carvalho (2018</xref>), o alinhamento interno refere-se à mobilização dos recursos, tangíveis ou intangíveis, para a implementação da estratégia formulada. As autoras ainda o subdividem em vertical e horizontal. O alinhamento vertical se refere às configurações das estratégias, objetivos, planos de ação e decisões por meio dos vários níveis da organização. A implementação da estratégia é essencialmente <italic>top-down</italic>, a qual pretende fazer com que o menor nível hierárquico estabeleça estratégia, objetivos e planos de ação que habilitem a implementação eficaz da estratégia desenvolvido nos altos níveis. Quando isso ocorre coerentemente, é considerado que o alinhamento vertical está alcançado (<xref ref-type="bibr" rid="B47">Prieto &amp; Carvalho, 2018</xref>). O alinhamento horizontal ocorre entre diferentes áreas, funções e operações da organização. A integração das funções denota a coerência das decisões estratégicas e atividades das áreas de <italic>marketing</italic>, operações e recursos humanos, entre outras, e como elas se complementam e suportam uma à outra (<xref ref-type="bibr" rid="B34">Kathuria et al., 2007</xref>).</p>
				<p>O conceito de alinhamento estratégico é requisito presente tanto no processo de formulação quanto de implementação da estratégia (<xref ref-type="bibr" rid="B31">Hrebiniak &amp; Joyce, 2006</xref>; <xref ref-type="bibr" rid="B62">Venkatraman &amp; Camillus, 1984</xref>). <xref ref-type="bibr" rid="B47">Prieto e Carvalho (2018</xref>) propõem um modelo para mensuração do alinhamento estratégico de uma empresa. Tal modelo contém os seguintes fatores de avaliação: a) Processo formal de planejamento; b) Envolvimento da média gerência na formulação da estratégia; c) Consenso estratégico; d) Capacidades gerenciais para implementação da estratégia; e) Envolvimento das pessoas com a estratégia. Os gerentes e executivos, no geral, se queixam de dificuldades implícitas nos processos de formulação e implementação das estratégias, o que torna o alinhamento estratégico de difícil promoção e percepção de valor.</p>
				<p>Para <xref ref-type="bibr" rid="B39">Mintzberg et al. (2007</xref>), “a estratégia é o padrão ou plano que integra as principais metas, políticas e sequências de ação da organização em um todo coeso”. Assim, uma estratégia bem formulada ajuda a organizar e alocar os recursos de uma organização em uma postura única e viável, baseada em suas competências e deficiências internas relativas, mudanças antecipadas no ambiente e movimentos contingentes por parte dos oponentes inteligentes. Para <xref ref-type="bibr" rid="B47">Prieto e Carvalho (2018</xref>), essa dimensão compreende o conhecimento compartilhado entre os executivos sobre a estratégia, bem como o processo de comunicação dos planos formais.</p>
				<p>
					<xref ref-type="bibr" rid="B61">Vaz e Bulgacov (2018</xref>) identificaram seis categorias de estudos sobre o envolvimento estratégico da média gerência, a saber: a) envolvimento no empreendedorismo corporativo; b) envolvimento político na implementação; c) envolvimento na estrutura e no desempenho; d) envolvimento na venda de questões; e) envolvimento em sentidos e emoções; f) envolvimento em conjunto com a alta administração. Os autores destacam que essa dimensão apresenta oportunidades inexploradas de pesquisas. <xref ref-type="bibr" rid="B47">Prieto e Carvalho (2018</xref>) afirmam que a média gerência não requer necessariamente um perfil estrategista, mas o conhecimento da gestão e operações diárias do negócio são importantes fontes de inovação e ideias emergentes, as quais devem ser levadas em consideração no processo de formulação e implementação.</p>
				<p>
					<xref ref-type="bibr" rid="B16">Curth et al. (2018</xref>) afirmam que o consenso se trata da concordância de duas partes da tomada de decisão, sob duas abordagens: processo e resultado. Os autores afirmam que o êxito na implementação da estratégia passa pelo consenso no <italic>Top Management Team</italic>. Para <xref ref-type="bibr" rid="B47">Prieto e Carvalho (2018</xref>), o consenso estratégico melhora a coordenação e cooperação e pode ser definido como um acordo entre a alta administração e as gerências operacionais em busca das prioridades organizacionais.</p>
				<p>As capacidades gerenciais compreendem um amplo conjunto de características e competências exigidas dos executivos e gerentes. Tal conjunto é essencial para a implementação eficaz da estratégia, por exemplo: negociação, resolução de problemas complexos, comunicação e flexibilidade. O alinhamento requer que o executivo demonstre uma alta capacidade de integração e que a habilidade de alinhamento organizacional poderia ser considerada um recurso estratégico rentável, capaz de melhorar o desempenho organizacional (<xref ref-type="bibr" rid="B47">Prieto &amp; Carvalho, 2018</xref>). Na mesma linha, se as capacidades de implementar as estratégias são valiosas, raras e difíceis de imitar, então essas capacidades são potenciais fontes de vantagem competitiva sustentável (<xref ref-type="bibr" rid="B8">Barney &amp; Mackey, 2005</xref>).</p>
				<p>O envolvimento significa engajar as pessoas continuamente no processo da estratégia, explicando aos colaboradores a importância dos planos para a organização e expor os reais motivos para a mudança (<xref ref-type="bibr" rid="B30">Herrero Filho, 2011</xref>). Ademais, essa dimensão abrange as condições necessárias para promover um comportamento orientado para o alcance dos objetivos e metas, tais como cultura e sistema de recompensas e reconhecimento (<xref ref-type="bibr" rid="B46">Prieto &amp; Carvalho, 2015</xref>).</p>
			</sec>
			<sec>
				<title>4. Articulando sistemas de controle gerencial e alinhamento estratégico</title>
				<p>Na literatura há alguma produção de estudos nos quais são debatidas as relações entre os sistemas de controle estratégico e o alinhamento estratégico nas organizações.</p>
				<p>
					<xref ref-type="bibr" rid="B18">Deschamps (2019</xref>) debate a consistência entre os sistemas de controle gerencial, a estratégia e o papel das funções hierárquicas na obtenção do alinhamento interno. <xref ref-type="bibr" rid="B4">Anthony e Govindarajan (2001</xref>) observam que o controle gerencial é a ferramenta que os executivos utilizam para monitorar outros membros da organização e tem ainda a finalidade de garantir que as estratégias sejam obedecidas, viabilizando atingir os objetivos da organização. <xref ref-type="bibr" rid="B40">Moreno et al. (2017</xref>) complementam que a utilização de um sistema de controle não alinhado aos objetivos estratégicos das organizações pode dificultar o alcance de seus objetivos. Há uma ponderação sobre a capacidade dos sistemas de controle gerencial na obtenção do alinhamento, em especial o interno, para o alcance dos objetivos estratégicos (<xref ref-type="bibr" rid="B23">Grabner &amp; Moers, 2013</xref>; <xref ref-type="bibr" rid="B45">Otley, 1980</xref>; <xref ref-type="bibr" rid="B58">Soman &amp; Cheema, 2004</xref>).</p>
				<p>Outros autores compreendem o controle estratégico como um processo que avalia se os planos estratégicos estão ajustados aos objetivos da organização considerando um período de tempo determinado (<xref ref-type="bibr" rid="B52">Schreyögg &amp; Steinmann, 1987</xref>). <xref ref-type="bibr" rid="B19">Duclós e Santana (2004</xref>) destacam que o contexto organizacional não é estático, e a estratégia precisa acompanhar as mudanças uma vez que decisões tomadas deixam de ter significado conforme o tempo se distancia do momento em que ocorreram e podem ter resultados divergentes em diferentes contextos. Como reflexo dessa dinâmica e sua característica complexidade, o acompanhamento do processo de formulação estratégica necessita ser monitorado a fim de gerar o alinhamento (<xref ref-type="bibr" rid="B40">Moreno et al., 2017</xref>). </p>
				<p>Sob a ótica de <xref ref-type="bibr" rid="B13">Cintra (2011</xref>), a interação entre os sistemas de controle gerencial e o alinhamento estratégico é expressa no objetivo dos sistemas de controles diagnósticos do conjunto do sistema de alavancas de Simons, motivar os empregados a desempenharem e alinharem seu comportamento com os objetivos organizacionais. Nesse sentido, os gerentes de nível médio desempenham o crítico papel de articuladores entre a alta gerência e os funcionários das organizações (<xref ref-type="bibr" rid="B49">Reimer et al., 2016</xref>). Contudo, <xref ref-type="bibr" rid="B38">Martyn et al. (2016</xref>) salientam que as alavancas de controle estabelecidas por Simons (1995) consideram somente o uso pretendido dos controles e não as intenções e comportamentos dos gerentes na utilização dos controles gerenciais. Quando considerados os ajustes, as adaptações e as lógicas alternativas adotadas pelos gerentes na aplicação dos sistemas de controle, além do alinhamento e coordenação, observa-se também potencial para criar contradição (<xref ref-type="bibr" rid="B12">Christ, 2013</xref>; <xref ref-type="bibr" rid="B22">Franco-Santos et al., 2012</xref>; <xref ref-type="bibr" rid="B37">Marginson, 2002</xref>; <xref ref-type="bibr" rid="B63">Webb, 2004</xref>).</p>
				<p>Em seus estudos, <xref ref-type="bibr" rid="B40">Moreno et al. (2017</xref>) debateram que diferentes níveis de controle levam a distintos níveis de alinhamento estratégico. Os controles produzem estímulos para os objetivos serem atingidos. Os autores sugerem que o aumento da presença das alavancas, embora moderadamente, afeta a percepção do alinhamento estratégico, e isso reflete a argumentação de Simons quanto ao fato de o equilíbrio das alavancas conduzir ao alinhamento do planejamento estratégico. Tal aspecto é reforçado por <xref ref-type="bibr" rid="B36">Lunkes et al. (2006</xref>) e <xref ref-type="bibr" rid="B15">Cunningham (1992</xref>). A aplicação de sistemas de controle gerencial como as alavancas propostas por <xref ref-type="bibr" rid="B56">Simons (1995</xref>) podem contribuir para a redução dos problemas de alinhamento entre visão, estratégias, diretrizes, objetivos e indicadores de desempenho estando tais fatores diretamente relacionados à performance das organizações.</p>
				<p>Considerando o exposto, deriva-se a hipótese central da pesquisa, testada empiricamente na organização objeto do estudo: <bold>H1 -</bold> Os sistemas de controle estratégico compostos pelas alavancas de controle de (<xref ref-type="bibr" rid="B56">Simons, 1995</xref>) relacionam-se ao alinhamento estratégico vertical na Itaipu Binacional.</p>
				<p>Para <xref ref-type="bibr" rid="B41">Naranjo-Gil (2016</xref>), os sistemas de crenças e interativo são as alavancas positivas que inspiram os gerentes a buscarem, explorarem e criarem estratégias emergentes. <xref ref-type="bibr" rid="B64">Widener (2007</xref>) destaca que as empresas utilizam o sistema de crenças (e de limites) para gerenciar riscos, visto que ajudam a garantir o alinhamento do comportamento dos colaboradores, minimizando a possibilidade de a organização ser prejudicada. Desta forma, deriva-se a segunda hipótese deste estudo: <bold>H2 -</bold> O sistema de crenças associa-se positivamente e influencia o Alinhamento Estratégico vertical na empresa analisada.</p>
				<p>O sistema interativo provê uma alavanca para ajustar e alterar a estratégia à medida que os mercados competitivos mudam, além disso, esse sistema age como um padrão de atenção permanente e regular às incertezas estratégicas (<xref ref-type="bibr" rid="B10">Bisbe &amp; Otley, 2004</xref>). Por meio de seu uso, os gestores estimulam a comunicação entre os colaboradores e estimulam o desenvolvimento da criatividade e de ações estratégicas inovadoras (<xref ref-type="bibr" rid="B41">Naranjo-Gil, 2016</xref>). Para <xref ref-type="bibr" rid="B21">Ferreira e Otley (2009</xref>), parece evidente que um envolvimento geral dos escalões inferiores da gestão no processo de gestão estratégica tende a resultar em maior compreensão da intenção estratégica, aceitação do caminho a ser percorrido e, mais importante, propiciar um alinhamento organizacional mais amplo. Assim, deriva-se a terceira hipótese deste estudo: <bold>H3 -</bold> O sistema interativo associa-se positivamente e influencia o Alinhamento Estratégico vertical na empresa analisada.</p>
				<p>
					<xref ref-type="bibr" rid="B56">Simons (1995</xref>) pontuou que gestores usam o sistema diagnóstico para estruturar e comunicar suas agendas aos superiores, e esse sistema é usado para comunicar os detalhes de novas direções estratégicas propostas para estruturas de governança. Para <xref ref-type="bibr" rid="B64">Widener (2007</xref>), os fatores críticos de sucesso de uma empresa estão incorporados no sistema diagnóstico e como este é comunicado aos colaboradores. O autor destaca que o sistema diagnóstico tem a intenção de motivar os empregados para o desempenho e alinhar seus comportamentos com os objetivos organizacionais. O uso conjunto dos sistemas diagnóstico e interativo reforça o alinhamento entre as estratégias de diferenciação e de inovação com as medidas de desempenho <xref ref-type="bibr" rid="B43">Oro e Lavarda (2019</xref>). Desta maneira, deriva-se a quarta hipótese deste estudo: <bold>H4 -</bold> O sistema diagnóstico associa-se positivamente e influencia o Alinhamento Estratégico vertical na empresa analisada.</p>
				<p>As Alavancas de Controles tratam de alinhamento, mas os gerentes têm sua própria agenda no uso dos controles, criando mudanças e nuances entre os controles usados ​​pela gerência de topo, intermediária e de base. As tendências mais notáveis ​​que ocorrem são os aumentos nas restrições dos limites criados por objetivos de desempenho e a reversão entre o uso dos sistemas diagnóstico e interativo ao progredir em direção às gerências de base. Outro elemento importante é como os sistemas de limite do topo são habilitados pelos gerentes de base e intermediários, embora esse efeito dependa em grande parte da criação das circunstâncias certas (<xref ref-type="bibr" rid="B18">Deschamps, 2019</xref>). Além disso, o sistema de limites é de natureza restritiva (<xref ref-type="bibr" rid="B56">Simons, 1995</xref>) e tem papel mais passivo no controle das estratégias organizacionais (<xref ref-type="bibr" rid="B41">Naranjo-Gil, 2016</xref>; <xref ref-type="bibr" rid="B64">Widener, 2007</xref>). Desta forma, consideramos que o Sistema de Limites não se associa nem influencia o Alinhamento Estratégico vertical.</p>
				<p>A <xref ref-type="fig" rid="f20">Figura 20</xref> sintetiza o modelo hipotético desta pesquisa.</p>
				<p>
					<fig id="f20">
						<label>Figura 2.</label>
						<caption>
							<title><italic>Modelo Hipotético</italic></title>
						</caption>
						<graphic xlink:href="1808-2386-bbr-20-04-443-gf20.jpg"/>
						<attrib><italic>Fonte:</italic> Elaboradopelos autores.</attrib>
					</fig>
				</p>
				<p>Apresentados os pressupostos teóricos e hipóteses que nortearam este estudo, são apresentados os procedimentos metodológicos utilizados.</p>
			</sec>
			<sec sec-type="methods">
				<title>5. Procedimentos metodológicos</title>
				<p>Esta pesquisa adotou os procedimentos de um levantamento (<italic>survey</italic>) como estratégia de obtenção dos dados. A coleta dos dados deu-se junto à população dos funcionários da Itaipu Binacional no período de 27 de novembro a 18 de dezembro de 2019. De uma população de 1345 colaboradores, aderiram à amostra 341 respondentes.</p>
				<p>Para a coleta dos dados primários, foram utilizadas escalas previamente testadas. Para a mensuração do constructo controles estratégicos, foi utilizada escala proposta por <xref ref-type="bibr" rid="B17">Damke et al. (2011</xref>), composta por 36 itens. Já para a mensuração do alinhamento estratégico, foi utilizada escala proposta por <xref ref-type="bibr" rid="B46">Prieto e Carvalho (2015</xref>), composta por 30 itens. Todos os 66 itens foram medidos com uma escala Likert de sete pontos, sendo 1 para “discordo totalmente” e 7 para “concordo totalmente”. </p>
				<p>A análise dos dados implementou-se por meio de estatísticas univariadas e multivariadas. Iniciou-se com a caracterização da amostra (idade, gênero, grau de escolaridade e cargo), incluindo-se as avaliações do tamanho da amostra e do grau de normalidade das distribuições de probabilidade dos itens das escalas. Na sequência, foi empregada a modelagem de equações estruturais com estimação por mínimos quadrados parciais (PLS-SEM - <italic>Partial Least Squares Structural Equation Modeling</italic>) com o auxílio do <italic>software</italic> SmartPLS 3 (<xref ref-type="bibr" rid="B50">Ringle et al., 2015</xref>), composta pelas avaliações dos modelos de mensuração e estrutural.</p>
				<p>Para <xref ref-type="bibr" rid="B26">Hair et al. (2022</xref>), o objetivo da avaliação do modelo de mensuração com PLS-SEM, também conhecida como análise de componentes confirmatória (CCA - <italic>Confirmatory Composite Analysis</italic>), é análogo ao objetivo da análise fatorial confirmatória (CFA - <italic>Confirmatory Factor Analysis</italic>) empregada em CB-SEM (<italic>Covariance-Based Structural Equation Modeling</italic>): uma técnica de interdependência, que tem como propósito principal definir a estrutura inerente entre as variáveis na análise, combinando conjuntos de variáveis que são fortemente inter-relacionadas, conhecidos como fatores ou dimensões latentes (<xref ref-type="bibr" rid="B24">Hair et al., 2010</xref>, <xref ref-type="bibr" rid="B25">2020</xref>; <xref ref-type="bibr" rid="B53">Schumacker &amp; Lomax, 2016</xref>). Tais fatores podem significar algo que as variáveis subjacentes ao fator representam coletivamente, normalmente apoiado por uma base conceitual. Inclusive, tais fatores podem corresponder a conceitos que não são adequadamente descritos por uma única medida, via de regra conceitos abstratos e intangíveis. </p>
				<p>O emprego das técnicas relativas a PLS-SEM para estimar e avaliar os modelos estruturais (verificações das hipóteses) e os modelos de mensuração, deve-se basicamente ao caráter exploratório da pesquisa, que considera relações ainda pouco exploradas na literatura, e a proximidade das distribuições de probabilidade dos itens com a distribuição normal. As técnicas relativas a CB-SEM são sensíveis à falta de normalidade nas distribuições (<xref ref-type="bibr" rid="B26">Hair et al., 2022</xref>). Com PLS-SEM, maximizam-se as variações explicadas dos construtos endógenos. O método apresenta vantagens e desvantagens comparado a CB-SEM, porém é mais adequada no uso em ciências sociais, como marketing e pesquisas sobre gestão (<xref ref-type="bibr" rid="B27">Hair et al., 2011</xref>, <xref ref-type="bibr" rid="B28">2012</xref>).</p>
				<p>Na avaliação do modelo de mensuração, por meio da CCA, são testadas as relações entre as escalas propostas e os construtos. Na avaliação do modelo estrutural, por meio da modelagem de equações estruturais, são testadas as relações entre os construtos envolvidos na análise (<xref ref-type="bibr" rid="B26">Hair et al., 2022</xref>). Tal descrição oferecerá o suporte estatístico para verificação das hipóteses desta pesquisa. O passo a passo das avaliações do modelo de mensuração e do modelo estrutural, de acordo com <xref ref-type="bibr" rid="B26">Hair et al. (2022</xref>), se resume nos seguintes tópicos e subtópicos: 1 - Avaliação do modelo de mensuração (aqui, reflexivo): a) confiabilidade dos indicadores; b) consistência interna; c) validade convergente; d) validade discriminante; 2 - Avaliação do modelo estrutural: a) colinearidade; b) significância e tamanho dos coeficientes de caminho estruturais; c) coeficientes de determinação; d) poder preditivo.</p>
				<p>Apresentados os delineamentos metodológicos, a próxima seção apresenta os resultados obtidos na pesquisa.</p>
			</sec>
			<sec sec-type="results">
				<title>6. Apresentação e análise dos resultados</title>
				<p>A ITAIPU Binacional (IB) representa um paradigma importante na sua região de abrangência, sendo referência em modelos de gestão para empresas do setor elétrico e demais setores de sua região. A IB é uma usina hidrelétrica que gera energia para consumo no Brasil e Paraguai. Sua constituição jurídica é emergente do direito público internacional. No Brasil, a energia gerada representa cerca de 15% da energia elétrica consumida e no Paraguai cerca de 90% (<xref ref-type="bibr" rid="B32">ITAIPU Binacional, 2019</xref>). Essas informações demonstram a importância dessa empresa para ambas as nações.</p>
				<p>A empresa se organiza em 6 diretorias, sendo a Diretoria Geral e 5 diretorias de área, cada uma responsável pela execução operacional dos processos de sua responsabilidade, são elas: Diretoria Técnica, Diretoria Financeira, Diretoria Administrativa, Diretoria Jurídica e Diretoria de Coordenação. </p>
				<p>A empresa constituiu um Grupo de Planejamento e Controle Empresarial, que é responsável pela condução dos trabalhos de formulação estratégica quinquenal. Os planos formais e os indicadores-chave de desempenho são revisados anualmente. Nesse contexto, cresce a importância de se empregar esforços na pesquisa em controles e alinhamento estratégico na medida em que a sociedade e a organização demandam por maior transparência e efetividade no emprego de recursos públicos, assim como os ciclos de mudança se renovam cada vez mais rápido e o ambiente se demonstra desafiador, complexo e incerto para que as estratégias empresariais sejam de fato alcançadas. </p>
				<p>O tamanho da amostra (n) foi de 341. Sendo que a população seria, à época da disponibilização do instrumento de coleta, de 1345 segundo dados da IB. Conforme pré-requisito da pesquisa, só poderiam responder os empregados do quadro próprio da vinculados à margem brasileira da empresa.</p>
				<p>Os respondentes se distribuíram, conforme <xref ref-type="fig" rid="f30">Figura 3</xref>, entre os cargos amplos da empresa: Profissionais de nível fundamental (PNF): 4,11%; Profissionais de nível suporte (PNS): 16,72%; Profissionais de nível técnico (PNT): 21,99%; Profissionais de nível universitário (PNU): 57,18%.</p>
				<p>
					<fig id="f30">
						<label>Figura 3.</label>
						<caption>
							<title><italic>Cargos amplos.</italic></title>
						</caption>
						<graphic xlink:href="1808-2386-bbr-20-04-443-gf30.jpg"/>
						<attrib><italic>Fonte:</italic> Elaboradopelos autores</attrib>
					</fig>
				</p>
				<p>Constatou-se também uma amostra predominantemente do gênero masculino (cerca de 81%), com ensino superior (cerca de 90%), com 52% dos respondentes na faixa etária dos 31 aos 45 anos, e com tempo de trabalho entre 5 e 20 anos (cerca de 63%).</p>
				<p>Em relação aos testes de normalidade de Kolmogorov-Sminorv e Shapiro-Wilk, todos os 66 itens que integram as duas escalas apresentaram níveis de significância inferior a 1%, o que nos leva a rejeitar a hipótese de normalidade das distribuições de todos os itens.</p>
				<p>
					<xref ref-type="bibr" rid="B26">Hair et al. (2022</xref>) sugerem que assimetria e curtose entre -2 e 2 são bons indicativos de proximidade da distribuição dos dados com a distribuição normal. Como apenas para um dos itens os limites foram excedidos (referente ao constructo Sistema de Limites; assimetria igual a -2,077, curtose igual a 4,889), apesar de não serem normalmente distribuídos, podemos assumir que as distribuições de todos os itens não se afastam consideravelmente da distribuição normal (condição básica para a aplicação da PLS-SEM (<xref ref-type="bibr" rid="B26">Hair et al., 2022</xref>)).</p>
				<p>Para avaliarmos o tamanho da amostra, consideramos os seguintes valores de referência, sugeridos por <xref ref-type="bibr" rid="B20">Faul et al. (2009</xref>) e <xref ref-type="bibr" rid="B35">Kock e Hadaya (2018</xref>): para um efeito de tamanho moderado (f<sup>2</sup> = 0,15), significância ao nível de 5% e poder do teste igual a 0,80, a amostra precisa conter no mínimo 85 respostas; assumindo um poder igual a 0,80, é necessário no mínimo 251 respostas para que coeficientes estruturais entre 0,11 e 0,20 sejam significantes ao nível de 1%. A amostra supera em quatro vezes o primeiro valor de referência e é cerca de um quarto maior do que o segundo valor.</p>
				<sec>
					<title>6.1. Modelo estrutural H1</title>
					<p>As correlações significativas e expressivas (<xref ref-type="table" rid="t10">Tabela 1</xref>) entre os construtos Sistema de Limites (SL), Sistema Diagnóstico (SD), Sistema Interativo (SI) e Sistema de Crenças (SC) sugerem a presença de um construto de 2ª ordem, que identificamos como sendo a dimensão Sistemas de Controle Estratégico (SCE). Pelos mesmos motivos, considerou-se a dimensão Sistema de Alinhamento Estratégico (AEV) como sendo um construto de 2ª ordem para as variáveis latentes Planejamento Formal (APF), Envolvimento da Média Gerência (AEG), Consenso Estratégico (ACE), Capacidades Gerenciais (ACG) e Envolvimento Pessoal (AEP). Sendo assim, e considerando a validação do modelo de mensuração, foi possível testar a primeira hipótese (relação estrutural), representada na <xref ref-type="fig" rid="f40">Figura 4</xref>:</p>
					<p>
						<table-wrap id="t10">
							<label>Tabela 1</label>
							<caption>
								<title><italic>Validade Discriminante dos Construtos de 1ª Ordem: Critério de Fornell-Larcker</italic></title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
								<tr>
										<th align="center"> </th>
										<th align="center">ACE</th>
										<th align="center">ACG</th>
										<th align="center">AEG</th>
										<th align="center">AEP</th>
										<th align="center">APF</th>
										<th align="center">SC</th>
										<th align="center">SD</th>
										<th align="center">SI</th>
										<th align="center">SL</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="left"><bold>ACE</bold></td>
										<td align="center"><bold>0,865</bold></td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
									</tr>
									<tr>
										<td align="left"><bold>ACG</bold></td>
										<td align="center">0,694</td>
										<td align="center"><bold>0,869</bold></td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
									</tr>
									<tr>
										<td align="left"><bold>AEG</bold></td>
										<td align="center">0,643</td>
										<td align="center">0,770</td>
										<td align="center"><bold>0,818</bold></td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
									</tr>
									<tr>
										<td align="left"><bold>AEP</bold></td>
										<td align="center">0,683</td>
										<td align="center">0,765</td>
										<td align="center">0,750</td>
										<td align="center"><bold>0,788</bold></td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
									</tr>
									<tr>
										<td align="left"><bold>APF</bold></td>
										<td align="center">0,657</td>
										<td align="center">0,752</td>
										<td align="center">0,744</td>
										<td align="center">0,763</td>
										<td align="center"><bold>0,785</bold></td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
									</tr>
									<tr>
										<td align="left"><bold>SC</bold></td>
										<td align="center">0,648</td>
										<td align="center">0,681</td>
										<td align="center">0,604</td>
										<td align="center">0,681</td>
										<td align="center">0,676</td>
										<td align="center"><bold>0,853</bold></td>
										<td align="center"> </td>
										<td align="center"> </td>
										<td align="center"> </td>
									</tr>
									<tr>
										<td align="left"><bold>SD</bold></td>
										<td align="center">0,594</td>
										<td align="center">0,682</td>
										<td align="center">0,665</td>
										<td align="center">0,780</td>
										<td align="center">0,786</td>
										<td align="center">0,682</td>
										<td align="center"><bold>0,788</bold></td>
										<td align="center"> </td>
										<td align="center"> </td>
									</tr>
									<tr>
										<td align="left"><bold>SI</bold></td>
										<td align="center">0,609</td>
										<td align="center">0,697</td>
										<td align="center">0,727</td>
										<td align="center">0,758</td>
										<td align="center">0,682</td>
										<td align="center">0,568</td>
										<td align="center">0,690</td>
										<td align="center"><bold>0,823</bold></td>
										<td align="center"> </td>
									</tr>
									<tr>
										<td align="left"><bold>SL</bold></td>
										<td align="center">0,567</td>
										<td align="center">0,671</td>
										<td align="center">0,619</td>
										<td align="center">0,706</td>
										<td align="center">0,665</td>
										<td align="center">0,706</td>
										<td align="center">0,757</td>
										<td align="center">0,627</td>
										<td align="center"><bold>0,817</bold></td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN10">
									<label><italic>Nota:</italic></label>
									<p>Todas as correlações são significativas a 1%.</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
					<p>H1: os sistemas de controle estratégico relacionam-se com o sistema de alinhamento estratégico vertical.</p>
					<p>
						<fig id="f40">
							<label>Figura 4.</label>
							<caption>
								<title><italic>Modelo Estrutural H1</italic></title>
							</caption>
							<graphic xlink:href="1808-2386-bbr-20-04-443-gf40.jpg"/>
							<attrib><italic>Fonte:</italic><xref ref-type="bibr" rid="B50">Ringle et al. (2015</xref>).</attrib>
						</fig>
					</p>
					<p>Para as avaliações das significâncias estatísticas, foram consideradas 5000 amostras <italic>bootstrapping</italic>. Todos os histogramas relativos aos coeficientes estruturais, gerados a partir das amostras <italic>bootstrapping</italic>, apresentaram um comportamento unimodal, indicando, entre outras coisas, a ausência de <italic>outliers</italic> e indicadores com pouca variabilidade.</p>
					<p>6.1.1. Avaliação do modelo de mensuração</p>
					<p>Na avaliação do modelo de mensuração, considerou-se a validade convergente, a confiabilidade dos indicadores, a validade discriminante e a consistência interna. Para a validade convergente, foram analisadas as variâncias médias extraídas (<xref ref-type="table" rid="t20">Tabela 2</xref>): elas variaram entre 0,616 e 0,756, superando 0,5 (que é o valor mínimo de referência). Para a validade discriminante, levou-se em conta o critério de Fornell-Larcker (<xref ref-type="table" rid="t10">Tabela 1</xref> e <xref ref-type="table" rid="t30">Tabela 3</xref>) e a razão HTMT (<italic>Heterotrait-Monotrait ratio</italic>).</p>
					<p>
						<table-wrap id="t20">
							<label>Tabela 2</label>
							<caption>
								<title><italic>Consistência Interna e AVE</italic></title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
								<tr>
										<th align="center"> </th>
										<th align="center">CA</th>
										<th align="center">CR</th>
										<th align="center">AVE</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="left"><bold>ACE</bold></td>
										<td align="center">0,888</td>
										<td align="center">0,922</td>
										<td align="center">0,748</td>
									</tr>
									<tr>
										<td align="left"><bold>ACG</bold></td>
										<td align="center">0,935</td>
										<td align="center">0,949</td>
										<td align="center">0,756</td>
									</tr>
									<tr>
										<td align="left"><bold>AEG</bold></td>
										<td align="center">0,874</td>
										<td align="center">0,909</td>
										<td align="center">0,669</td>
									</tr>
									<tr>
										<td align="left"><bold>AEP</bold></td>
										<td align="center">0,912</td>
										<td align="center">0,929</td>
										<td align="center">0,621</td>
									</tr>
									<tr>
										<td align="left"><bold>APF</bold></td>
										<td align="center">0,893</td>
										<td align="center">0,917</td>
										<td align="center">0,616</td>
									</tr>
									<tr>
										<td align="left"><bold>SC</bold></td>
										<td align="center">0,952</td>
										<td align="center">0,960</td>
										<td align="center">0,728</td>
									</tr>
									<tr>
										<td align="left"><bold>SD</bold></td>
										<td align="center">0,919</td>
										<td align="center">0,935</td>
										<td align="center">0,621</td>
									</tr>
									<tr>
										<td align="left"><bold>SI</bold></td>
										<td align="center">0,938</td>
										<td align="center">0,949</td>
										<td align="center">0,677</td>
									</tr>
									<tr>
										<td align="left"><bold>SL</bold></td>
										<td align="center">0,936</td>
										<td align="center">0,947</td>
										<td align="center">0,667</td>
									</tr>
									<tr>
										<td align="left"><bold>AEV</bold></td>
										<td align="center">0,968</td>
										<td align="center">0,945</td>
										<td align="center">0,776</td>
									</tr>
									<tr>
										<td align="left"><bold>SCE</bold></td>
										<td align="center">0,971</td>
										<td align="center">0,925</td>
										<td align="center">0,754</td>
									</tr>
								</tbody>
							</table>
						</table-wrap>
					</p>
					<p>
						<table-wrap id="t30">
							<label>Tabela 3</label>
							<caption>
								<title><italic>Validade Discriminante dos Construtos de 2ª Ordem: Critério de Fornell-Larcker</italic></title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
								<tr>
										<th align="center"> </th>
										<th align="center">AEV</th>
										<th align="center">SCE</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="left"><bold>AEV</bold></td>
										<td align="center"><bold>0,881</bold></td>
										<td align="center"> </td>
									</tr>
									<tr>
										<td align="left"><bold>SCE</bold></td>
										<td align="center">0,886</td>
										<td align="center"><bold>0,868</bold></td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN20">
									<label><italic>Nota:</italic></label>
									<p>Todas as correlações são significativas a 1%.</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
					<p>A correlação entre os construtos de segunda ordem SCE e AEV é maior do que as raízes quadradas das variâncias médias extraídas desses construtos (diagonal), no entanto as diferenças são pequenas. O intervalo de confiança com nível de confiança de 95% para a correlação entre SCE e AEV tem como extremos os valores 0,855 e 0,909. O critério de Fornell-Larcker certamente será atendido se eliminados os indicadores com baixas cargas externas (para SCE são doze indicadores com cargas externas entre 0,40 e 0,70; para AEV são oito indicadores com cargas fatoriais entre 0,40 e 0,70).</p>
					<p>Para todos os construtos de primeira ordem, as razões HTMT estão abaixo do valor de referência 0,85 (para construtos conceitualmente diferentes). A razão HTMT para os construtos de segunda ordem é igual a 0,913 (um pouco acima do limite 0,90, para construtos conceitualmente similares).</p>
					<p>Para todos os 66 indicadores, as cargas externas são maiores do que as respectivas cargas cruzadas. Cabe destacar que 48 indicadores apresentaram cargas cruzadas altas (entre 0.60 e 0.70).</p>
					<p>Para a consistência interna do modelo de mensuração, consideraram-se as confiabilidades compostas (CR) e os alfas de Cronbach (CA). Em todos os casos, os índices mínimos de referência foram superados (<xref ref-type="table" rid="t20">Tabela 2</xref>).</p>
					<p>6.1.2. Avaliação do modelo estrutural</p>
					<p>Considerando o bom desempenho do modelo de mensuração, pôde-se avaliar o modelo estrutural (<xref ref-type="table" rid="t40">Tabela 4</xref>).</p>
					<p>
						<table-wrap id="t40">
							<label>Tabela 4</label>
							<caption>
								<title><italic>Avaliação do Modelo Estrutural H1</italic></title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
								<tr>
										<th align="left">Relação Estrutural </th>
										<th align="center">f<sup>2</sup></th>
										<th align="center">Coeficiente Estrutural</th>
										<th align="center">Erro-Padrão</th>
										<th align="center">Valor-P</th>
										<th align="center">R<sup>2</sup> ajustado</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="left">H1</td>
										<td align="center">3,666</td>
										<td align="center">0,886</td>
										<td align="center">0,013</td>
										<td align="center">0,000</td>
										<td align="center">0,785</td>
									</tr>
								</tbody>
							</table>
						</table-wrap>
					</p>
					<p>Foram usadas cinco dimensões para mensurar a variável latente de segunda ordem AEV e quatro dimensões para mensurar a variável latente de segunda ordem SCE (<xref ref-type="fig" rid="f40">Figura 4</xref>), com SCE explicando R<sup>2</sup>=78,5% da variância de AEV. A hipótese H1 foi confirmada (P&lt;0,0001) com elevado tamanho de efeito (f<sup>2</sup>=3,666).</p>
					<p>O poder preditivo ou de generalização (capacidade de observar os mesmos resultados em outras amostras) do modelo estrutural é moderado para alto, considerando os critérios e procedimentos descritos por <xref ref-type="bibr" rid="B54">Shmueli et al. (2019</xref>). Para a avaliação do poder preditivo, são consideradas as estatísticas Q<sup>2</sup>, MAE (<italic>Mean Absolute Error</italic>) e RMSE (<italic>Root Mean Square Error</italic>). A relevância preditiva é confirmada quando Q<sup>2</sup> &gt; 0 para todos os indicadores do modelo de mensuração, sendo exatamente esse o caso. Se os erros de predição dos indicadores são distribuídos de forma simétrica, avalia-se o poder preditivo considerando-se os valores de RMSE. Caso contrário, consideram-se os valores de MAE. Os valores de RMSE (ou MAE) do modelo de mensuração são comparados com os valores de RMSE (ou MAE) produzidos com regressão linear. Como no caso deste estudo os erros de predição dos indicadores estão distribuídos aproximadamente de forma normal (curtoses e assimetrias variando entre -2 e 2, com exceção de um item, com valor de curtose igual a 2,368), e para a maioria dos indicadores (56 dos 66) os RMSE do modelo de mensuração são menores do que os RMSE produzidos por regressão linear, conclui-se que o poder preditivo do modelo é moderado para alto.</p>
				</sec>
				<sec>
					<title>6.2. Modelo estrutural hierárquico completo</title>
					<p>O alto poder explicativo do construto SCE sobre o construto AEV (R<sup>2</sup>=78,5%) habilita-nos avaliar os efeitos dos construtos de 1<sup>a</sup> ordem que compõem SCE (SL, SD, SI e SC) sobre os construtos de primeira ordem os quais compõem AEV (APF, AEG, ACE, ACG e AEP). Essa avaliação mais fina da relação entre SCE e AEV é representada pelo modelo estrutural hierárquico completo (<xref ref-type="fig" rid="f50">Figura 5</xref>). As hipóteses H2, H3 e H4 serão verificadas avaliando-se o poder de explicação conjunto dos construtos de 1<sup>a</sup> ordem SL, SD, SI e SC de SCE sobre cada um dos construtos de 1<sup>a</sup> ordem de AEV.</p>
					<p>
						<fig id="f50">
							<label>Figura 5. </label>
							<caption>
								<title><italic>Modelo Estrutural Hierárquico Completo</italic></title>
							</caption>
							<graphic xlink:href="1808-2386-bbr-20-04-443-gf50.jpg"/>
							<attrib><italic>Fonte:</italic><xref ref-type="bibr" rid="B50">Ringle et al. (2015</xref>).</attrib>
						</fig>
					</p>
					<p>As flechas em vermelho na <xref ref-type="fig" rid="f50">Figura 5</xref> indicam que os coeficientes estruturais são não significativos ao nível de 1%: o construto SL não se relaciona com nenhuma das dimensões de AEV, assim como SD não se relaciona com os construtos AEG, ACE, ACG. Todos os demais coeficientes estruturais são significativos ao nível de 1% (e estão representados em verde). </p>
					<p>As significâncias estatísticas foram estimadas considerando-se 5000 amostras <italic>bootstrapping</italic>. Os histogramas relativos aos coeficientes estruturais mantiveram o comportamento unimodal.</p>
					<p>6.2.1. Avaliação do modelo de mensuração</p>
					<p>As variâncias médias extraídas dos construtos de 1<sup>a</sup> ordem são exatamente aquelas apresentadas na avaliação do modelo de mensuração referente ao modelo estrutural H1 (ver <xref ref-type="table" rid="t20">Tabela 2</xref>), que superam o valor mínimo de referência (que é igual a 0,5). Para a validade discriminante, foi considerado o critério de Fornell-Larcker: da <xref ref-type="table" rid="t10">Tabela 1</xref> podem-se extrair os valores referentes aos construtos de 1ª ordem.</p>
					<p>A correlação entre os construtos SD e APF é maior do que a raiz quadrada da variância média extraída de APF, no entanto a diferença é pequena. O intervalo de confiança com nível de confiança de 95% para a correlação entre SD e APF tem como extremos os valores 0,746 e 0,834. O critério de Fornell-Larcker provavelmente será atendido se eliminados os indicadores de SD com baixa carga externa (são dois ao todo: um com 0,698; outro com 0,472).</p>
					<p>Com exceção da razão HTML para SD e APF (igual a 0,853), todas as demais ficaram abaixo do valor de referência 0,85.</p>
					<p>Para todos os 66 indicadores, as cargas externas são maiores do as respectivas cargas cruzadas. Cabe destacar que 48 indicadores apresentaram cargas cruzadas altas (entre 0.60 e 0.70). Os valores referentes à consistência interna do modelo estrutural são aqueles da <xref ref-type="table" rid="t20">Tabela 2</xref>.</p>
					<p>6.2.2. Avaliação do modelo estrutural</p>
					<p>Considerando o bom desempenho do modelo de mensuração, pôde-se avaliar o modelo estrutural hierárquico completo (<xref ref-type="table" rid="t50">Tabela 5</xref>).</p>
					<p>
						<table-wrap id="t50">
							<label>Tabela 5 </label>
							<caption>
								<title><italic>Avaliação do Modelo Estrutural Hierárquico Completo</italic></title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col span="3"/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
								<tr>
										<th align="left" colspan="3">Relação Estrutural </th>
										<th align="center">f<sup>2</sup></th>
										<th align="center">Coeficiente Estrutural</th>
										<th align="center">Erro Padrão</th>
										<th align="center">Valor-P</th>
										<th align="center">R<sup>2</sup> Ajustado</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="left"><bold>SL</bold></td>
										<td align="center" rowspan="4"><bold>com</bold></td>
										<td align="center" rowspan="4"><bold>APF</bold></td>
										<td align="center">0,000**</td>
										<td align="center">0,016*</td>
										<td align="center">0,061</td>
										<td align="center">0,794</td>
										<td align="center" rowspan="4">0,683</td>
									</tr>
									<tr>
										<td align="left"><bold>SD</bold></td>
										<td align="center">0,242</td>
										<td align="center">0,482</td>
										<td align="center">0,060</td>
										<td align="center">0,000</td>
									</tr>
									<tr>
										<td align="left"><bold>SI</bold></td>
										<td align="center">0,077**</td>
										<td align="center">0,221</td>
										<td align="center">0,054</td>
										<td align="center">0,000</td>
									</tr>
									<tr>
										<td align="left"><bold>SC</bold></td>
										<td align="center">0,063**</td>
										<td align="center">0,211</td>
										<td align="center">0,052</td>
										<td align="center">0,000</td>
									</tr>
									<tr>
										<td align="left"><bold>SL</bold></td>
										<td align="center" rowspan="4"><bold>com</bold></td>
										<td align="center" rowspan="4"><bold>AEG</bold></td>
										<td align="center">0,006**</td>
										<td align="center">0,082*</td>
										<td align="center">0,065</td>
										<td align="center">0,211</td>
										<td align="center" rowspan="4">0,600</td>
									</tr>
									<tr>
										<td align="left"><bold>SD</bold></td>
										<td align="center">0,024**</td>
										<td align="center">0,171*</td>
										<td align="center">0,073</td>
										<td align="center">0,020</td>
									</tr>
									<tr>
										<td align="left"><bold>SI</bold></td>
										<td align="center">0,269</td>
										<td align="center">0,465</td>
										<td align="center">0,052</td>
										<td align="center">0,000</td>
									</tr>
									<tr>
										<td align="left"><bold>SC</bold></td>
										<td align="center">0,031**</td>
										<td align="center">0,167</td>
										<td align="center">0,060</td>
										<td align="center">0,005</td>
									</tr>
									<tr>
										<td align="left"><bold>SL</bold></td>
										<td align="center" rowspan="4"><bold>com</bold></td>
										<td align="center" rowspan="4"><bold>ACE</bold></td>
										<td align="center">0,001**</td>
										<td align="center">0,031*</td>
										<td align="center">0,069</td>
										<td align="center">0,653</td>
										<td align="center" rowspan="4">0,510</td>
									</tr>
									<tr>
										<td align="left"><bold>SD</bold></td>
										<td align="center">0,007**</td>
										<td align="center">0,100*</td>
										<td align="center">0,084</td>
										<td align="center">0,237</td>
									</tr>
									<tr>
										<td align="left"><bold>SI</bold></td>
										<td align="center">0,092</td>
										<td align="center">0,301</td>
										<td align="center">0,063</td>
										<td align="center">0,000</td>
									</tr>
									<tr>
										<td align="left"><bold>SC</bold></td>
										<td align="center">0,140</td>
										<td align="center">0,390</td>
										<td align="center">0,063</td>
										<td align="center">0,000</td>
									</tr>
									<tr>
										<td align="left"><bold>SL</bold></td>
										<td align="center" rowspan="4"><bold>com</bold></td>
										<td align="center" rowspan="4"><bold>ACG</bold></td>
										<td align="center">0,022**</td>
										<td align="center">0,153*</td>
										<td align="center">0,063</td>
										<td align="center">0,015</td>
										<td align="center" rowspan="4"> 0,625</td>
									</tr>
									<tr>
										<td align="left"><bold>SD</bold></td>
										<td align="center">0,015**</td>
										<td align="center">0,131*</td>
										<td align="center">0,072</td>
										<td align="center">0,066</td>
									</tr>
									<tr>
										<td align="left"><bold>SI</bold></td>
										<td align="center">0,161</td>
										<td align="center">0,348</td>
										<td align="center">0,059</td>
										<td align="center">0,000</td>
									</tr>
									<tr>
										<td align="left"><bold>SC</bold></td>
										<td align="center">0,099**</td>
										<td align="center">0,286</td>
										<td align="center">0,059</td>
										<td align="center">0,000</td>
									</tr>
									<tr>
										<td align="left"><bold>SL</bold></td>
										<td align="center" rowspan="4"><bold>com</bold></td>
										<td align="center" rowspan="4"><bold>AEP</bold></td>
										<td align="center">0,013**</td>
										<td align="center">0,100*</td>
										<td align="center">0,063</td>
										<td align="center">0,115</td>
										<td align="center" rowspan="4">0,728</td>
									</tr>
									<tr>
										<td align="left"><bold>SD</bold></td>
										<td align="center">0,131</td>
										<td align="center">0,328</td>
										<td align="center">0,056</td>
										<td align="center">0,000</td>
									</tr>
									<tr>
										<td align="left"><bold>SI</bold></td>
										<td align="center">0,258</td>
										<td align="center">0,375</td>
										<td align="center">0,047</td>
										<td align="center">0,000</td>
									</tr>
									<tr>
										<td align="left"><bold>SC</bold></td>
										<td align="center">0,050**</td>
										<td align="center">0,173</td>
										<td align="center">0,046</td>
										<td align="center">0,000</td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN30">
									<p><italic>Nota 1:</italic> (*) Coeficientes estruturais não significativos ao nível de 1% (Valor-P &gt; 0,01).</p>
								</fn>
								<fn id="TFN40">
									<p><italic>Nota 2:</italic> (**) Efeitos não significativos ao nível de 1%.</p>
								</fn>
								<fn id="TFN50">
									<p><italic>Nota 3:</italic> Valor de VIF dos construtos exógenos: 2,860 (SL); 3,067 (SD); 2,033 (SI); 2,248 (SC).</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
					<p>O construto SL não exerce nenhuma influência sobre os construtos de AEV: todos os f<sup>2</sup> e coeficientes estruturais são não significativos ao nível de 1%.</p>
					<p>Os construtos SD, SI e SC exercem influências sobre os construtos de AEV: os valores de R<sup>2</sup> para cada um dos construtos endógenos são grandes e significativos ao nível de 1%. A hipótese H1 é confirmada novamente, evidenciando agora que SL não contribui para a relação entre SCE e AEV. </p>
					<p>O construto SC exerce influência sobre todas as dimensões de AEV: todos os coeficientes estruturais são significativos ao nível de 1%; o efeito é significativo ao nível de 1%, e moderado, apenas para a dimensão ACE. A hipótese H2 é confirmada.</p>
					<p>O construto SI exerce influência sobre todas as dimensões de AEV: todos os coeficientes estruturais são significativos ao nível de 1%; apenas para a dimensão APF o efeito não é significativo ao nível de 1%. A hipótese H3 é confirmada. </p>
					<p>O construto SD exerce influência sobre as dimensões APF e AEP do construto AEV: os efeitos são médios e significativos ao nível de 1%; os coeficientes estruturais são também significativos ao nível de 1%. A hipótese H4 é confirmada.</p>
					<p>A relevância preditiva do modelo estrutural da <xref ref-type="fig" rid="f50">Figura 5</xref> é confirmada obsedando-se Q<sup>2</sup> &gt; 0 para todos os indicadores. Como no nosso caso os erros de predição dos indicadores estão distribuídos aproximadamente de forma normal (curtoses e assimetrias variando entre -2 e 2), e para a maioria dos indicadores (90%) os RMSE do modelo de mensuração são menores do que os RMSE produzidos por regressão linear, conclui-se que o poder preditivo ou de generalização do modelo é moderado para alto.</p>
				</sec>
			</sec>
			<sec sec-type="discussion">
				<title>7. Discussão</title>
				<p>Os resultados encontrados corroboram as conclusões de <xref ref-type="bibr" rid="B40">Moreno et al. (2017</xref>), que indicam que o aumento da presença das alavancas de controle afeta a percepção do alinhamento estratégico. <xref ref-type="bibr" rid="B51">Santos et al. (2020</xref>) também encontraram evidências de que a presença das alavancas de maneira equilibrada, favorecem o alinhamento estratégico (em Instituições de Ensino Público).</p>
				<p>As questões levantadas por <xref ref-type="bibr" rid="B18">Deschamps (2019</xref>); <xref ref-type="bibr" rid="B23">Grabner e Moers (2013</xref>); <xref ref-type="bibr" rid="B45">Otley (1980</xref>) e <xref ref-type="bibr" rid="B58">Soman e Cheema (2004</xref>) quanto à capacidade e consistência dos sistemas de controle estratégico na obtenção do alinhamento são esclarecidas quando observados os modelos estruturais conforme demonstrado nas análises das hipóteses <bold>H1- H2- H3- H4</bold>.</p>
				<p>Os resultados também indicam, na interação demonstrada (<xref ref-type="table" rid="t5">Tabela 5</xref>) entre a alavanca de controles do sistema de diagnóstico (SD) e as variáveis planejamento formal (AFP) e envolvimento das pessoas (AEP) do constructo alinhamento vertical, a assertividade do expresso por <xref ref-type="bibr" rid="B13">Cintra (2011</xref>) sobre a alavanca SD promover a motivação para que os empregados alinhem seu comportamento aos objetivos organizacionais.</p>
				<p>
					<xref ref-type="bibr" rid="B6">Arjaliès e Mundy (2013</xref>) relacionaram as Alavancas de Controle ao gerenciamento estratégico da Responsabilidade Social Empresarial (RSE), concluindo que os sistemas de controle permitem aos gestores identificar ameaças e oportunidades associadas à estratégia de RSE, formando processos de gestão de riscos que apoiam as organizações na concretização dos objetivos estratégicos. Ademais, a documentação de RSE, como relatórios e planos, permite que as empresas definam seus valores e propósito, comuniquem aos seus colaboradores o alinhamento da estratégia de RSE com interesses externos e construam uma agenda coerente para sua estratégia de RSE.</p>
				<p>Os presentes achados também vão ao encontro das conclusões de <xref ref-type="bibr" rid="B64">Widener (2007</xref>), sendo que existem dois tipos de elementos estratégicos - incertezas estratégicas e risco estratégico - que determinam a importância e o papel dos sistemas de controle. Ele também documenta que os sistemas diagnóstico e de crenças facilitam o uso eficiente da atenção gerencial, enquanto o sistema interativo consome atenção gerencial (há um “custo” de controle). O aprendizado organizacional é aprimorado pela ênfase no sistema de crenças, e pelo uso do sistema de diagnóstico. Tanto aprendizado organizacional quanto atenção estão positivamente associados ao desempenho.</p>
			</sec>
			<sec sec-type="conclusions">
				<title>8. Considerações finais, limitações e recomendações</title>
				<p>O presente estudo objetivou avaliar os relacionamentos entre as alavancas de controle estratégico de <xref ref-type="bibr" rid="B55">Simons (1994</xref>) com o alinhamento estratégico na <xref ref-type="bibr" rid="B32">Itaipu Binacional (2019</xref>). </p>
				<p>Os resultados evidenciaram associações positivas entre as alavancas de controle e o alinhamento estratégico vertical, com destaque para os resultados advindos da modelagem de equações estruturais, os quais evidenciam a forte influência de três alavancas de controles no Alinhamento: Sistema Diagnóstico (0,289), Sistema de Crenças (0,267), Sistema Interativo (0,382). Portanto, é possível deduzir que as alavancas de caráter positivo têm maior influência no Alinhamento vertical e interno da companhia. Contudo, uma das alavancas de caráter mais restritivo (limites), não influencia esse constructo. A hipótese central deste estudo foi corroborada, e isso demonstra e reforça a proposição do modelo das Alavancas de Controle defendidas por <xref ref-type="bibr" rid="B56">Simons (1995</xref>). </p>
				<p>Considerando os resultados deste estudo, convém elencar as contribuições nos campos teórico e prático advindas dele. A primeira relaciona-se ao fato de este estudo corresponder a uma oportunidade de confirmação de validade das escalas utilizadas no <italic>survey,</italic> demonstrando solidez e robustez adequadas. Por conseguinte, o estudo estende a literatura sobre sistemas de controle de <xref ref-type="bibr" rid="B56">Simons (1995</xref>), apresentando como resultados a divulgação de uma metodologia de controle mais integradora que produz associações com o alinhamento estratégico, contribuindo com a evolução dos processos de gestão estratégica nas organizações e, por consequência, a promoção do alinhamento entre os níveis organizacionais, com reflexos tácitos e positivos sobre o desempenho. Verificou-se também, numa análise cruzada, que o sistema interativo influencia os sistemas diagnóstico e de limites, e o sistema de crenças influencia cada um dos outros três sistemas.</p>
				<p>Recomenda-se, como sugestão de pesquisa futura, a realização do estudo em outras organizações do mesmo segmento, para avaliar se também haverá significativa influência das alavancas de controle gerencial com o alinhamento estratégico vertical, com a presumida hipótese estabelecida.</p>
			</sec>
		</body>
	</sub-article>-->
</article>