<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article
  PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "http://jats.nlm.nih.gov/publishing/1.0/JATS-journalpublishing1.dtd">
<article article-type="research-article" dtd-version="1.0" specific-use="sps-1.8" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">pusf</journal-id>
			<journal-title-group>
				<journal-title>Psico-USF</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Psico-USF</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="epub">2175-3563</issn>
			<issn pub-type="ppub">1413-8271</issn>
			<publisher>
				<publisher-name>Universidade de São Francisco, Programa de Pós-Graduação Stricto Sensu em Psicologia</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.1590/1413-82712019240304</article-id>
			<article-id pub-id-type="publisher-id">00004</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Papers</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Factor Structure of a Social-Emotional Screening Instrument for Preschool Children</article-title>
				<trans-title-group xml:lang="pt">
					<trans-title>Estrutura Fatorial de um Instrumento de Rastreio Socioemocional em Crianças Pré-Escolares</trans-title>
				</trans-title-group>
				<trans-title-group xml:lang="es">
					<trans-title>Estructura Factorial de un Instrumento de Investigación Socio-Emocional en niños en edad preescolar</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0001-5303-5782</contrib-id>
					<name>
						<surname>Anunciação</surname>
						<given-names>Luis</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0001-8315-0781</contrib-id>
					<name>
						<surname>Chen</surname>
						<given-names>Chieh-Yu</given-names>
					</name>
					<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-1619-9179</contrib-id>
					<name>
						<surname>Pereira</surname>
						<given-names>Danilo Assis</given-names>
					</name>
					<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-8395-8008</contrib-id>
					<name>
						<surname>Landeira-Fernandez</surname>
						<given-names>J.</given-names>
					</name>
					<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<label>1</label>
				<institution content-type="original">Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ</institution>
				<institution content-type="normalized">Universidade Federal do Rio de Janeiro</institution>
				<institution content-type="orgname">Universidade Federal do Rio de Janeiro</institution>
				<addr-line>
					<named-content content-type="city">Rio de Janeiro</named-content>
					<named-content content-type="state">RJ</named-content>
				</addr-line>
				<country country="BR">Brazil</country>
			</aff>
			<aff id="aff2">
				<label>2</label>
				<institution content-type="original">National Taipei University of Education, Taipei, Taiwan</institution>
				<institution content-type="orgname">National Taipei University of Education</institution>
				<addr-line>
					<named-content content-type="city">Taipei</named-content>
				</addr-line>
				<country country="TW">Taiwan</country>
			</aff>
			<aff id="aff3">
				<label>3</label>
				<institution content-type="original">Instituto Brasileiro de Neuropsicologia e Ciências Cognitivas, Brasília, DF</institution>
				<institution content-type="orgname">Instituto Brasileiro de Neuropsicologia e Ciências Cognitivas</institution>
				<addr-line>
					<named-content content-type="city">Brasília</named-content>
					<named-content content-type="state">DF</named-content>
				</addr-line>
				<country country="BR">Brazil</country>
			</aff>
			<aff id="aff4">
				<label>4</label>
				<institution content-type="original">Pontifícia Universidade Católica do Rio de Janeiro, Rio de Janeiro, RJ</institution>
				<institution content-type="normalized">Pontifícia Universidade Católica do Rio de Janeiro</institution>
				<institution content-type="orgname">Pontifícia Universidade Católica do Rio de Janeiro</institution>
				<addr-line>
					<named-content content-type="city">Rio de Janeiro</named-content>
					<named-content content-type="state">RJ</named-content>
				</addr-line>
				<country country="BR">Brazil</country>
			</aff>
			<author-notes>
				<corresp id="c1">Contato com os autores: Departamento de Psicologia. PUC-Rio Av. Marques de São Vicente, 225 / L 201 Rio de Janeiro-RJ, Brazil CEP: 22451-900</corresp>
				<fn fn-type="con" id="fn2">
					<p>All authors participated in the writing of the manuscript, revised the text and agreed to the submission of this version.</p>
				</fn>
				<fn fn-type="other" id="fn3">
					<p>Sobre os autores: <bold>Luis Anunciação</bold> holds a PhD in Psychometrics from PUC-Rio, with an exchange period at the University of Oregon, United States. He is currently a professor of quantitative methods at UFRJ, researcher at the Data Analysis Lab/Clinical and Experimental Neuropsychology Center (PUC-Rio), and coordinator of ANOVA’s Quantitative Methods Department. ORCID: <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-5303-5782">https://orcid.org/0000-0001-5303-5782</ext-link> E-mail: <email>luisfca@ufrj.br</email>
					</p>
				</fn>
				<fn fn-type="other" id="fn4">
					<p><bold>Chieh-Yu Chen</bold>, PhD. He is currently an Assistant Professor in Special Education, with a particular interest in early intervention and early school education and special education, particularly in screening and assessment tools and tools for identification of developmental delays. ORCID: <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-8315-0781">https://orcid.org/0000-0001-8315-0781</ext-link> E-mail: <email>twohu2001@gmail.com</email>
					</p>
				</fn>
				<fn fn-type="other" id="fn5">
					<p><bold>Danilo Assis Pereira</bold> holds a PhD in Neuroscience and a Masters degree in Psychology. He is also President of IBNeuro, where he coordinates the Program of Graduate Studies in Neuropsychology. ORCID: <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-1619-9179">https://orcid.org/0000-0002-1619-9179</ext-link> E-mail: <email>daniloap@gmail.com</email>
					</p>
				</fn>
				<fn fn-type="other" id="fn6">
					<p><bold>J. Landeira-Fernandez</bold> holds a PhD in Neuroscience and Behavior from the University of California in Los Angeles and is a CNPq Research Productivity Scholar - Level 1A. Director of the Department of Psychology at PUC-Rio, where he develops research in Neuroscience and Neuropsychology and is a professor at the graduate and undergraduate levels. ORCID: <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-8395-8008">https://orcid.org/0000-0002-8395-8008</ext-link> E-mail: <email>landeira@puc-rio.br</email>
					</p>
				</fn>
			</author-notes>
			<!--<pub-date date-type="pub" publication-format="electronic">
				<day>01</day>
				<month>10</month>
				<year>2019</year>
			</pub-date>-->
			<pub-date pub-type="epub-ppub">
				<season>Jul-Sep</season>
				<year>2019</year>
			</pub-date>
			<volume>24</volume>
			<issue>3</issue>
			<fpage>449</fpage>
			<lpage>461</lpage>
			<history>
				<date date-type="received">
					<day>20</day>
					<month>12</month>
					<year>2017</year>
				</date>
				<date date-type="rev-recd">
					<day>22</day>
					<month>08</month>
					<year>2018</year>
				</date>
				<date date-type="accepted">
					<day>28</day>
					<month>09</month>
					<year>2018</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>Screening tools in health and education provide quick indicators that anticipate diagnostic evaluation and treatment. Faced with the socio-emotional competences of children, the Ages &amp; Stages Questionnaires: Social-Emotional (ASQ:SE) was used in the population of children enrolled in public pre-schools in the city of Rio de Janeiro during 2011. The objective of this work was to investigate aspects of its validity and reliability. Data from 23,334 children (50.6% boys) being an average age of 5 years old (SD: 3 months) and enrolled in 625 pre-schools were analyzed. After an intensive data analysis, the Exploratory and Confirmatory Factor Analysis, the results were favorable to the multidimensional model with a social and emotional dimension: χ<sup>2</sup> (463) = 46363.495, p &lt;0.001; RMSEA = 0.067; CFI = 0.918; TLI = 0.913. Reliability indicators were adequate. The results confirmed validity aspects of the ASQ:SE, thereby verifying its use for children aged 5 years old.</p>
			</abstract>
			<trans-abstract xml:lang="pt">
				<title>Resumo</title>
				<p>Instrumentos de rastreio em saúde e educação oferecem indicadores rápidos que antecipam a avaliação diagnóstica e o tratamento. Frente às competências socioemocionais infantis, o Ages &amp; Stages Questionnaires: Social-Emotional (ASQ:SE) foi utilizado na população de crianças matriculadas em pré-escolas públicas do município do Rio de Janeiro durante 2011. Posto isso, o objetivo desse trabalho foi investigar aspectos de validade e fidedignidade desse instrumento. Dados de 23.334 crianças (50.6% meninos), com idade média de 5 anos de idade (DP: 3 meses) e matriculadas em 625 pré-escolas foram analisados. A partir da Análise Fatorial Exploratória e Confirmatória, os resultados foram favoráveis ao modelo com um fator emocional e outro social: χ<sup>2</sup> (463) = 46363.495, p &lt; 0,001; RMSEA = 0,067; CFI = 0,918; TLI = 0,913. Indicadores de fidedignidade foram adequados. Os resultados evidenciaram aspectos de validade do ASQ:SE e possibilitam seu uso em crianças com 5 anos de idade.</p>
			</trans-abstract>
			<trans-abstract xml:lang="es">
				<title>Resumen</title>
				<p>Instrumentos de rastreo en salud y educación ofrecen indicadores rápidos que anticipan la evaluación de diagnóstico y tratamiento. Ante las competencias socio-emocionales infantiles, el Ages &amp; Stages Cuestionarios: Social-Emocional (ASQ:SE) fue utilizado con la población de niños preescolares de escuelas públicas del municipio de Rio de Janeiro en el año 2011. El objetivo de este trabajo fue investigar aspectos de validez y veracidad de este instrumento. Fueron analizados datos de 23.334 niños (50.6% de sexo masculino) con edad promedio de 5 años(DE: 3 meses) matriculados en 625 escuelas preescolares.</p>
				<p>A partir del Análisis Factorial Exploratorio y Confirmatorio, los resultados fueron favorables al modelo con un factor emocional y otro social: X2(463) = 46363.495, p&lt;0,001;RMSEA = 0,067;CFI =0,918;TLI =0,913. Los indicadores de veracidad fueron adecuados y los resultados señalaron aspectos válidos del ASQ:SE que posibilitan su uso en niños con 5 años de edad.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>Child development</kwd>
				<kwd>Psychometrics</kwd>
				<kwd>Validity</kwd>
				<kwd>Factor Analysis</kwd>
			</kwd-group>
			<kwd-group xml:lang="pt">
				<title>Palavras-chave:</title>
				<kwd>Desenvolvimento infantil</kwd>
				<kwd>Psicometria</kwd>
				<kwd>Validade</kwd>
				<kwd>Análise fatorial</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title>Palabras clave:</title>
				<kwd>desarrollo infantil</kwd>
				<kwd>psicometría</kwd>
				<kwd>validez</kwd>
				<kwd>análisis factorial</kwd>
			</kwd-group>
			<counts>
				<fig-count count="3"/>
				<table-count count="2"/>
				<equation-count count="0"/>
				<ref-count count="44"/>
				<page-count count="13"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>Introduction</title>
			<p>Aspects of social and emotional development during childhood are widely recognized as crucial for the future development of cognitive function (<xref ref-type="bibr" rid="B10">Carter, Briggs-Gowan, &amp; Davis, 2004</xref>; <xref ref-type="bibr" rid="B39">Saarni, Campos, Camras, &amp; Witherington, 2008</xref>). However, child development does not always progress without complications and the early identification and detection of delays rely on developmental screening. The Ages and Stages Questionnaires: Social-Emotional (ASQ:SE) is a tool that was designed to assess these skills in 6-month-old to 5-year-old children, and is part of the ASQ System, which includes tools for assessing and monitoring child development (<xref ref-type="bibr" rid="B43">Squires, Bricker, &amp; Twombly, 2002</xref>).</p>
			<p>ASQ:SE is comprised of eight questionnaires that contain Likert-type items. Summing the items allows a rapid and objective indicator of child development with three classification possibilities: <italic>typical</italic>, <italic>questionable</italic> (or <italic>monitor</italic>), and <italic>at risk</italic> (<xref ref-type="bibr" rid="B42">Squires, Bricker, Heo, &amp; Twombly, 2001</xref>). The classification of typical development occurs when a child’s score falls below the cut-off for referral, whereas delayed development is the result of a child’s score falling above the cut-off.</p>
			<p>According to the theoretical model of the ASQ:SE, the social and emotional domains are highly correlated, but some differences can be mapped and represent different constructs. The social domain is related to the ability to negotiate social situations, and it is associated with a positive relationship among peers. The emotional domain refers to the ability to regulate one’s own emotions in different social situations. An important feature of this domain is the ability to recognize both one’s own and others’ emotions (<xref ref-type="bibr" rid="B39">Saarni et al., 2008</xref>).</p>
			<p>Furthermore, seven behavioral areas can be found in its structure: (1) Self-regulation, (2) Compliance, (3) Communication, (4) Adaptive functioning, (5) Autonomy, (6) Affect, and (7) Interaction with people. Self-regulation is the ability to adjust to environmental or physiological conditions. Conformity is the ability to conform with and obey orders. Communication refers to the ability to respond to verbal and non-verbal cues. Adapted functioning is the ability to cope with physiological needs. Autonomy is the ability to take initiative. Affection is the ability to show feelings and empathy for others. Interaction is the ability to respond to parents, other adults, and peers (<xref ref-type="bibr" rid="B28">Laurent &amp; Gorman, 2018</xref>; <xref ref-type="bibr" rid="B41">Squires &amp; Bricker, 2009</xref>; <xref ref-type="bibr" rid="B43">Squires et al., 2002</xref>). </p>
			<p>Because the theoretical model of ASQ:SE is linked to child development milestones, its technical manual (user guide) does not rely on a specific investigation of factorial structure. The focus of the manual is to provide information on the scoring of all questionnaires, developing and monitoring programs and interventions that can improve child development, among other features. Therefore, the manual content allows to understand ASQ:SE as being composed by a Multidimensional structure that comprises the seven behavioral areas previously mentioned, or a Second-order or a Bifactor model. <xref ref-type="fig" rid="f1">Figure 1</xref> describes the proposed models. </p>
			<p>
				<fig id="f1">
					<label>Figure 1</label>
					<caption>
						<title>Proposed models of ASQ:SE.</title>
					</caption>
					<graphic xlink:href="2175-3563-pusf-24-03-449-gf1.jpg"/>
				</fig>
			</p>
			<p>Regarding the psychometric properties, the original study of the ASQ:SE relies on an evaluation of 3,014 children aged between 6 months and 5 years old to compute indicators of validity, reliability and produce normative tables. The convergent and criterion validity were accessed with part of the sample that was evaluated by ASQ:SE, by the <italic>Child Behavior Checklist (CBCL)</italic> and by a team of professionals with doctors and psychologists. Hence, we verified their ability to identify true positives (sensitivity) and true negatives (specificity) in each of the evaluated age groups. The sensitivity varied between 0.75 and 0.89, and the specificity had an average of 0.92 (<xref ref-type="bibr" rid="B6">Briggs et al., 2012</xref>; <xref ref-type="bibr" rid="B41">Squires &amp; Bricker, 2009</xref>). ASQ:SE has had validation studies conducted in the United States, Spain (<xref ref-type="bibr" rid="B42">Squires et al., 2001</xref>), and Korea (<xref ref-type="bibr" rid="B24">Heo &amp; Squires, 2012</xref>). In the United States, the use of ASQ:SE has been replaced by ASQ:SE 2, which also evaluates the 2-month age group.</p>
			<p>In Brazil, only a few instruments have been developed and used to assess development of preschoolers and there is a lack of studies about the dimensional structure of the ASQ:SE. On the other hand, ASQ:SE is becoming frequently used among professionals that work with child evaluation and treatment (<xref ref-type="bibr" rid="B2">Anunciação, Chieh-yu, Squires, &amp; Fernandez, 2018</xref>; <xref ref-type="bibr" rid="B16">Filgueiras, Pires, &amp; Landeira-Fernandez, 2014</xref>; <xref ref-type="bibr" rid="B17">Fioravanti-bastos, Filgueiras, Lucia, &amp; Moura, 2016</xref>), which has generated the need to explore the psychometric properties of the ASQ:SE within the Brazilian sample to ensure the interpretation of its results (<xref ref-type="bibr" rid="B1">AERA, APA, &amp; NCME, 2014</xref>). </p>
			<p>As such, the present study explored the psychometric aspects of the ASQ:SE using data from 5-year-old Brazilian children. This age was chosen because social and emotional skills are more easily discriminable in 5-year-old children than in 6-month-old infants, as pointed out by specific literature (<xref ref-type="bibr" rid="B20">Gordon &amp; Browne, 2014</xref>; <xref ref-type="bibr" rid="B40">Shulman, 2016</xref>).</p>
		</sec>
		<sec sec-type="methods">
			<title>Methods</title>
			<p>This work integrates a larger study in cooperation with the Secretary of Education of the Municipality of Rio de Janeiro to develop a large-scale assessment to assess the development of children who were enrolled in public daycare centers and preschools, and to measure the effectiveness of educational public policies. This project was stopped in 2013, and one of its main objectives was to explore the psychometric aspects of ASQ:SE in the population of children enrolled in public day care centers in the city of Rio de Janeiro in 2011 and 2012 (N = 76,760).</p>
			<sec>
				<title>Participants</title>
				<p>The dataset was comprised of 23,334 children from 625 public preschools in 10 Education Coordination Regions in the city of Rio de Janeiro, Brazil. The children were evaluated during 2011. The sample included 50.6% boys and 49.4% girls. The mean age was 5 years (SD = 3 months). Each child was only evaluated once. The Research Ethics Committee of Pontifical Catholic University of Rio de Janeiro approved this study.</p>
			</sec>
			<sec>
				<title>Procedure</title>
				<p>A 1-day, 8-hour meeting was scheduled by the Secretary of Education of the Municipality of Rio de Janeiro, and all directors of the 468 public child daycare centers were invited to participate. In each meeting, the ASQ:SE was presented by a person who was previously trained, and the directors were responsible for taking the ASQ:SE back to their centers and instructing their teachers how to administer it in their classrooms. Children were evaluated by their teachers during the second semester in 2011, and the data were gathered in an encrypted and specific website that was created for its aim. Each classroom had an average of 35 children and every child was only assessed once. </p>
			</sec>
			<sec>
				<title>Instrument</title>
				<p>The ASQ:SE was used in this assessment. ASQ:SE is a series of eight questionnaires that are designed to be completed by parents or caregivers to address the social and emotional competence of young children (6, 12, 18, 24, 30, 36, 48, and 60 months old). Each scale has at least 21 items and scoring should be reversed for some items. All questions can be answered with “Most of time” (0 points) “Sometimes (5 points)”, and “Rarely or never” (10 points). </p>
				<p>To be more comprehensive, a fourth column asks respondents to indicate whether the behavior is a concern to them, but it was not used in the present study. High scores suggest problem behaviors. Empirically derived cutoff scores indicate which children should be referred for further evaluation. The results can be used to both identify children with delays and as a monitoring tool for social and emotional development.</p>
				<p>In being consistent with recommendations in the literature for cross-cultural procedures, three steps were taken to translate and adapt the ASQ:SE to Brazil. The first step was completed using a parallel back-translation procedure. Each item was translated into Brazilian Portuguese by three independent native Portuguese speakers with professional experience in English-Portuguese translation. All of the translated items were evaluated by a multidisciplinary panel of specialists with a high level of English fluency and different expertise in psychometrics and cross-cultural adaptation instruments, public child daycare systems, child development and education, economics, and public programs for low-income families. </p>
				<p>This version was named the ASQ:SE(T), which was then back-translated into English by a native American English speaker who is fluent in Portuguese, thus creating the ASQ:SE:BR. In the second phase, the ASQ:SE:BR was compared with the original ASQ:SE, and minimal changes were made. The third and last step was a pilot test with 120 children from different public child daycare centers.</p>
			</sec>
			<sec>
				<title>Statistical plan</title>
				<p>Firstly, the database was explored to identify missing cases, typing errors and inconsistency of results. Because of the volume of collected data, the listwise deletion was used for missing data, which resulted in the use of the complete dataset. The psychometric analyses were conducted in successive steps, as currently recommended when dealing with Structural Equation Modeling: (1) Specification of the theoretical model, (2) Model identification, (3) Estimation of the parameters of the theoretical model using the Confirmatory Factor Analysis, (4) Estimation of fit indices, and (5) New specification of the model, which can be carried out by Exploratory Factor Analysis and (6) Confirmation of the results obtained in the exploration (<xref ref-type="bibr" rid="B4">Bandalos, 2018</xref>, p. 357; <xref ref-type="bibr" rid="B7">Byrne, 2005</xref>; <xref ref-type="bibr" rid="B22">Hahs-Vaughn, 2017</xref>).</p>
				<p>To detail this method, the first step was to perform a Confirmatory Factor Analysis (CFA) of the ASQ:SE by assigning the items according to the test user guide in an oblique multidimensional model. In this step, the two possibilities collaterally exposed - the hierarchical model and the bifactor model - were also modeled.</p>
				<p>The second-order is a hierarchical model and is chosen when: (a) there is a hypothesis that a hierarchically superior factor of the first-order factor(s) is responsible for explaining its variability; and (b) the first-order factors are highly correlated with each other, eclipsing a factor in the variance explanation (<xref ref-type="bibr" rid="B8">Canivez, 2016</xref>; <xref ref-type="bibr" rid="B11">Chen, West, &amp; Sousa, 2006</xref>). Second-order models impose a causal relation of the second order factor on the first factors.</p>
				<p>The bifactor model specifies a general factor measured by all test items and the specific factors accounting for the residual variance shared by subsets of items. It is modeled when: (a) there is a theoretical hypothesis of a general factor relating to the commonality of the items; (b) there are specific factors that are responsible for the responses to the items related to its dimension; and (c) a research question relies on the effect of the general factor and the specific factors on the response to the items. Bifactor models are orthogonal in their latent traits and all observed variables are determined by both a general factor and by their specific factors. Bifactor models often better fit the data than correlated factors and higher-order models, but it comes with the price of being less parsimonious (<xref ref-type="bibr" rid="B35">Reise, 2012</xref>; <xref ref-type="bibr" rid="B36">Rodriguez, Reise, &amp; Haviland, 2016</xref>).</p>
				<p>Next, the model identification and the model estimation were conducted. This last step allows to test the model by looking at its fits and checks how well the proposed model fits the data. If the model does not fit the data or when its fit is poor, then the predicted model is not empirically supported by the data. An Exploratory Factorial Analysis (EFA) was subsequently performed via Parallel analysis of 10,000 permutations of the raw data and its results were used to determine the number of factors by comparing the eigenvalues for each factor from the raw data with the 95<sup>th</sup> percentile of eigenvalues from the permutations, in addition to the visual inspection. This technique is implemented when confirmatory models do not show acceptable adjustments (<xref ref-type="bibr" rid="B5">Barrett, 2007</xref>). </p>
				<p>After, a sub-sample composed of 25% of the base was created and used to perform a two-dimensional CFA (social and emotional dimensions) with the results obtained from the EFA results. This two-dimensional structure model is conceptually coherent to the ASQ:SE theory. A Student’s t-test was performed in this sub-sample to check for any difference between its data and the complete dataset. </p>
				<p>In accordance with current recommendations, the Comparative Fit Index (CFI) ≥ 0.9 and the Root Mean Square Error of Approximation (RMSEA) ≤ 0.08 were considered as an adequate adjustment for the model. The Chi-square goodness-of-fit statistic (χ<sup>2</sup>) is the most frequently cited index of absolute fit and hypothesis that the population covariance matrix is equal to the model-based estimated covariance matrix. A non-significant result indicates no statistically significant difference between the actual covariance matrix and the proposed model to explain this covariance matrix. However, its results should be interpreted cautiously because it is very sensitive to sample size and model complexity. In small sample sizes, such as when <italic>n</italic> is equal or less than 200, its results may fail to reject an unfitting model, while it may falsely reject an adequate model in a large sample (<xref ref-type="bibr" rid="B27">Kyriazos, 2018</xref>; <xref ref-type="bibr" rid="B29">Marôco, 2010</xref>). As this study relied on a large sample and complex models, χ<sup>2</sup> results were not considered as a criterion for discarding the model.</p>
				<p>The Weighted Least Squares Mean-Adjusted (WLS) using a probit link function and Delta parameterization was used in all analyses. This estimator is best suited for categorical data (nominal or ordinal) that are not normally distributed, such as the case of psychometric analysis. The Delta parametrization is part of probit regression, assuming scale factors as parameters in the model, which can make the interpretation of model parameters simpler and it is the default parameterization when using a WLS estimator (<xref ref-type="bibr" rid="B3">Asún, Rdz-Navarro, &amp; Alvarado, 2016</xref>; <xref ref-type="bibr" rid="B21">Grimm &amp; Liu, 2016</xref>). Cronbach’s Alpha and McDonald’s Omega reliability coefficients were calculated and their procedures are currently seen as part of the validation process (<xref ref-type="bibr" rid="B1">AERA et al., 2014</xref>). </p>
				<p>Exploratory and descriptive analyses were conducted using the Statistical Package for the Social Sciences version number 22 (IBM, 2013) and the psychometric procedures were performed in Mplus Version 8 (<xref ref-type="bibr" rid="B32">Muthén &amp; Muthén, 2017</xref>), and in R 3.5.1 (<xref ref-type="bibr" rid="B34">R core team, 2017</xref>), with tidyverse (<xref ref-type="bibr" rid="B44">Wickham, 2016</xref>), lavaan (<xref ref-type="bibr" rid="B38">Rosseel, 2012</xref>) and SemTools packages (<xref ref-type="bibr" rid="B26">Jorgensen, Pornprasertmanit, Schoemann, &amp; Rosseel, 2018</xref>).</p>
			</sec>
		</sec>
		<sec sec-type="results">
			<title>Results</title>
			<p>As previously discussed, the ASQ:SE items address seven behavioral areas correlated with each other. This was the first model tested. However, the results showed a non-positive covariance matrix. This can occur for multiple reasons: a set of variables greater than that of respondents, linear dependence, variables with constant responses, polymorphic correlation, missing data, and factors with few items (<xref ref-type="bibr" rid="B12">Costello &amp; Osborne, 2011</xref>). In this regard, the dimension “Autonomy” had a correlation above 1 with Self-regulation, Communication, and Adaptive functioning, which indicated its dependence.</p>
			<p>The Cauchy-Schwarz inequality ensures that the correlational results are in the range [-1,1]. However, this can occur because Mplus estimates the correlation between dimensions indirectly. As the software violates this limitation and presents estimated results, although inadequate, the adjustment indicators were: χ<sup>2</sup> (443) = 45468,210, p &lt; 0.001; RMSEA = 0.067; CFI = 0.828; TLI = 0.807.</p>
			<p>The second order hierarchical model also had a negative matrix, with adjustments χ<sup>2</sup> (457) = 54260.201, p &lt; 0.001; RMSEA = 0.073; CFI = 0.794; TLI = 0.776. Results in the same direction also occurred in the bifactor model, which was not identified, and therefore did not have its parameters and adjustment indicators estimated.</p>
			<p>As previously reported, situations like this call for changes in the models considered. Thus, we chose to perform an EFA after reaching a Kaiser-Meyer-Olkin factor adequacy of 0.91 and a significant Bartlett test of homogeneity of variance (K-squared = 83920, df = 31, p &lt; 0.01). The EFA was modeled up to 7 dimensions, and a Parallel analysis of 10,000 permutations of the raw data was conducted to determine the number of dimensions to extract (<xref ref-type="bibr" rid="B30">Marsh, Morin, Parker, &amp; Kaur, 2014</xref>). <xref ref-type="fig" rid="f2">Image 2</xref> shows the obtained Scree Plot and <xref ref-type="table" rid="t1">Table 1</xref> shows the obtained adjustment indicators.</p>
			<p>
				<table-wrap id="t1">
					<label>Table 1</label>
					<caption>
						<title>EFA results with fit indices (one to seven dimensions)</title>
					</caption>
					<table frame="hsides" rules="groups">
						<colgroup width="12.5%">
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
						</colgroup>
						<thead>
							<tr>
								<th align="left">Dimensions</th>
								<th align="center">Parameters</th>
								<th align="center">χ<sup>2</sup></th>
								<th align="center">df</th>
								<th align="center">P-Value</th>
								<th align="center">CFI</th>
								<th align="center">TLI</th>
								<th align="center">RMSEA</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="left">1 dimension</td>
								<td align="center">32</td>
								<td align="center">89.388</td>
								<td align="center">464</td>
								<td align="center">&lt; 0.001</td>
								<td align="center">0.842</td>
								<td align="center">0.831</td>
								<td align="center">0.093</td>
							</tr>
							<tr>
								<td align="left">2 dimensions</td>
								<td align="center">63</td>
								<td align="center">24.565</td>
								<td align="center">433</td>
								<td align="center">&lt; 0.001</td>
								<td align="center">0.957</td>
								<td align="center">0.951</td>
								<td align="center">0.05</td>
							</tr>
							<tr>
								<td align="left">3 dimensions</td>
								<td align="center">93</td>
								<td align="center">14.628</td>
								<td align="center">403</td>
								<td align="center">&lt; 0.001</td>
								<td align="center">0.975</td>
								<td align="center">0.969</td>
								<td align="center">0.04</td>
							</tr>
							<tr>
								<td align="left">4 dimensions</td>
								<td align="center">122</td>
								<td align="center">9.960</td>
								<td align="center">374</td>
								<td align="center">&lt; 0.001</td>
								<td align="center">0.983</td>
								<td align="center">0.977</td>
								<td align="center">0.034</td>
							</tr>
							<tr>
								<td align="left">5 dimensions</td>
								<td align="center">150</td>
								<td align="center">7.219</td>
								<td align="center">346</td>
								<td align="center">&lt; 0.001</td>
								<td align="center">0.988</td>
								<td align="center">0.982</td>
								<td align="center">0.03</td>
							</tr>
							<tr>
								<td align="left">6 dimensions</td>
								<td align="center">177</td>
								<td align="center">5507.95</td>
								<td align="center">319</td>
								<td align="center">&lt; 0.001</td>
								<td align="center">0.991</td>
								<td align="center">0.986</td>
								<td align="center">0.027</td>
							</tr>
							<tr>
								<td align="left">7 dimensions</td>
								<td align="center">203</td>
								<td align="center">4.242</td>
								<td align="center">293</td>
								<td align="center">&lt; 0.001</td>
								<td align="center">0.993</td>
								<td align="center">0.988</td>
								<td align="center">0.025</td>
							</tr>
						</tbody>
					</table>
				</table-wrap>
			</p>
			<p>
				<fig id="f2">
					<label>Figure 2</label>
					<caption>
						<title>Scree plot for ASQ:SE</title>
					</caption>
					<graphic xlink:href="2175-3563-pusf-24-03-449-gf2.tif"/>
				</fig>
			</p>
			<p>The results suggested the retention of 2 dimensions, indicating this model is acceptable and has a correlation of 0.532 (p &lt; 0.01). Thus, a random sub-sample containing 25% of the original base (n = 6,706) served to perform the CFA of this model, which is exposed in <xref ref-type="fig" rid="f3">Figure 3</xref>.</p>
			<p>
				<fig id="f3">
					<label>Figure 3</label>
					<caption>
						<title>CFA of ASQ:SE using data from 5-year old Brazilian children</title>
					</caption>
					<graphic xlink:href="2175-3563-pusf-24-03-449-gf3.jpg"/>
				</fig>
			</p>
			<p>The adjustments of this model were χ<sup>2</sup> (463) = 46363.495, p &lt; 0.001; RMSEA = 0.067; CFI = 0.918; TLI = 0.913 and all items were statistically significant (p &lt;0.01). The labeling of the dimensions were based on key-items. The dimension composed of items such as “Does your child like to play with other children?” And “Do other children like to play with your child?” was labeled as Social, and the dimension composed of the item “Does your child try to hurt other children, adults, or animals (for example, by kicking or biting)?” And “When your child is upset, can he/she calm down within 15 minutes?” was labeled as Emotional. </p>
			<p>Cronbach’s Alpha and McDonald’s Omega were calculated for each of the dimensions, as well as for the scale as a whole. The social dimension presented a Cronbach’s Alpha of 0.91 and the McDonald’s Omega of 0.82. The Emotional dimension presented a Cronbach’s Alpha of 0.85 and McDonald’s Omega of 0.82. The scale presented a Cronbach’s Alpha of 0.93 and McDonald’s Omega of 0.87.</p>
			<p>Thus, since the model fit indicators meet the necessary criteria, the version shown in <xref ref-type="table" rid="t2">Table 2</xref> is considered suitable for use with Brazilian children aged 5-years old.</p>
			<p>
				<table-wrap id="t2">
					<label>Table 2</label>
					<caption>
						<title>CFA results of the 2-dimension structure of the ASQ:SE. The Brazilian version items are partially presented due to copyright protection. In brackets, the target behavior in English</title>
					</caption>
					<table frame="hsides" rules="groups">
						<colgroup width="25%">
							<col/>
							<col/>
							<col/>
							<col/>
						</colgroup>
						<thead>
							<tr>
								<th align="center">Item</th>
								<th align="center">Content</th>
								<th align="center">Emotional</th>
								<th align="center">Social</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="center">24</td>
								<td align="left">A criança segue regras … <italic>(Follow rules)</italic></td>
								<td align="center">0.85</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">15</td>
								<td align="left">A criança faz o que você … <italic>(Do what you ask)</italic></td>
								<td align="center">0.84</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">31</td>
								<td align="left">A criança aguarda sua vez … <italic>(Take turns and share when playing)</italic></td>
								<td align="center">0.76</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">20</td>
								<td align="left">A criança consegue passar de uma atividade … <italic>(Move from one activity to the next one)</italic></td>
								<td align="center">0.76</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">13</td>
								<td align="left">A criança consegue se manter em uma atividade … <italic>(Stay with activities she/he enjoys)</italic></td>
								<td align="center">0.75</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">25</td>
								<td align="left">A criança destrói ou estraga coisas … <italic>(Destroy things on purpose)</italic></td>
								<td align="center">0.74</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">7</td>
								<td align="left">A criança consegue se acalmar … <italic>(Can settle down after exciting activity)</italic></td>
								<td align="center">0.73</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">30</td>
								<td align="left">A criança tenta machucar outras crianças … <italic>(Try to hurt other children)</italic></td>
								<td align="center">0.70</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">5</td>
								<td align="left">Quando está aborrecida, a criança consegue se acalmar … <italic>(Calm down within some minutes)</italic></td>
								<td align="center">0.67</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">9</td>
								<td align="left">A criança chora, grita ou faz birra … <italic>(Have tantrums)</italic></td>
								<td align="center">0.64</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">23</td>
								<td align="left">A criança se machuca … <italic>(Hurt him/herself on purpose)</italic></td>
								<td align="center">0.60</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">22</td>
								<td align="left">A criança faz movimentos … <italic>(Do things over and over)</italic></td>
								<td align="center">0.57</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">16</td>
								<td align="left">A criança parece mais ativas que outras crianças … <italic>(Is more active than other children)</italic></td>
								<td align="center">0.52</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">26</td>
								<td align="left">A criança se mantém afastada de coisas perigosas … <italic>(Stay away from dangerous things)</italic></td>
								<td align="center">0.51</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">11</td>
								<td align="left">A criança vai ao banheiro sozinha … <italic>(Go to the bathroom by him/herself)</italic></td>
								<td align="center">0.45</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">12</td>
								<td align="left">A criança tem qualquer tipo de problema para comer … <italic>(Have eating problems)</italic></td>
								<td align="center">0.40</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">17</td>
								<td align="left">A criança dorme pelo menos 8 horas em um período de 24 horas … <italic>(Sleep at least 8 hours)</italic></td>
								<td align="center">0.39</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">32</td>
								<td align="left">A criança mostra curiosidade ou conhecimento de linguagem de atividade sexual … <italic>(Show an interest of adult sexual activity)</italic></td>
								<td align="center">0.35</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">6</td>
								<td align="left">A criança parece exageradamente amigável … <italic>(Too friendly with strangers)</italic></td>
								<td align="center">0.34</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">2</td>
								<td align="left">A criança se agarra em você mais … <italic>(Cling to you more than you expect)</italic></td>
								<td align="center">0.24</td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="center">28</td>
								<td align="left">Outras crianças gostam … <italic>(Other children like to play with your child)</italic></td>
								<td align="center">.</td>
								<td align="center">0.90</td>
							</tr>
							<tr>
								<td align="center">18</td>
								<td align="left">A criança usa palavras … <italic>(Use words to tell he/she needs)</italic></td>
								<td align="center">.</td>
								<td align="center">0.82</td>
							</tr>
							<tr>
								<td align="center">1</td>
								<td align="left">A criança olha para você … <italic>(Look at you)</italic></td>
								<td align="center">.</td>
								<td align="center">0.76</td>
							</tr>
							<tr>
								<td align="center">29</td>
								<td align="left">A criança gosta de brincar … <italic>(Like to play)</italic></td>
								<td align="center">.</td>
								<td align="center">0.75</td>
							</tr>
							<tr>
								<td align="center">19</td>
								<td align="left">A criança usa palavras para descrever seus sentimentos e os sentimentos … <italic>(Use words to describe his/her feelings)</italic></td>
								<td align="center">.</td>
								<td align="center">0.72</td>
							</tr>
							<tr>
								<td align="center">10</td>
								<td align="left">A criança tem interesse pelo que está a sua volta … <italic>(Interested in things)</italic></td>
								<td align="center">.</td>
								<td align="center">0.70</td>
							</tr>
							<tr>
								<td align="center">8</td>
								<td align="left">A criança parece feliz … <italic>(He/she seems happy)</italic></td>
								<td align="center">.</td>
								<td align="center">0.68</td>
							</tr>
							<tr>
								<td align="center">27</td>
								<td align="left">A criança demonstra preocupação pelos sentimentos de outras pessoas … <italic>(Show concern for other people’s feelings)</italic></td>
								<td align="center">.</td>
								<td align="center">0.67</td>
							</tr>
							<tr>
								<td align="center">4</td>
								<td align="left">A criança fala e/ou brinca com adultos … <italic>(Talk or play with adults)</italic></td>
								<td align="center">.</td>
								<td align="center">0.54</td>
							</tr>
							<tr>
								<td align="center">3</td>
								<td align="left">A criança gosta de ser abraçada ou aconchegada … <italic>(Like to be cuddled)</italic></td>
								<td align="center">.</td>
								<td align="center">0.51</td>
							</tr>
							<tr>
								<td align="center">21</td>
								<td align="left">A criança explora lugares novos, como um parque ou a casa de um amigo … <italic>(Explore new places)</italic></td>
								<td align="center">.</td>
								<td align="center">0.42</td>
							</tr>
							<tr>
								<td align="center">14</td>
								<td align="left">Você e a criança curtem o momento da refeição … <italic>(Enjoy mealtime)</italic></td>
								<td align="center">.</td>
								<td align="center">0.38</td>
							</tr>
							<tr>
								<td align="left"> </td>
								<td align="left"> </td>
								<td align="left"> </td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="left"> </td>
								<td align="left">Cronbach’s Alpha (α)</td>
								<td align="center">0.85</td>
								<td align="center">0.91</td>
							</tr>
							<tr>
								<td align="left"> </td>
								<td align="left">McDonald’s Omega (ω)</td>
								<td align="center">0.82</td>
								<td align="center">0.87</td>
							</tr>
							<tr>
								<td align="left"> </td>
								<td align="left">Correlation between factors = 0.532 (p &lt; 0.01)</td>
								<td align="left"> </td>
								<td align="left"> </td>
							</tr>
							<tr>
								<td align="left"> </td>
								<td align="left">CFI = 0.918; RMSEA = 0.067</td>
								<td align="left"> </td>
								<td align="left"> </td>
							</tr>
						</tbody>
					</table>
				</table-wrap>
			</p>
		</sec>
		<sec sec-type="discussion">
			<title>Discussion</title>
			<p>Psychological characteristics such as social and emotional development are of an abstract or latent nature rather than an observable and tangible. Its hypothetical concepts are never absolutely confirmed, but the psychometric analysis of the responses to test items provides a scientific way to relate these latent traits to the observed behavior. This work aimed to analyze the psychometric aspects of the ASQ:SE construct validity using data from 5-year-old children. After data analysis, it was possible to verify that the ASQ:SE measures the social and emotional domains of children with this age. Some of the main results are discussed below.</p>
			<p>One way of monitoring child development and preventing possible delays and difficulties is through continuous evaluation of its progress and the accomplishment of its milestones. The use of instruments with scientific evidence for aspects of validity and reliability are fundamental resources for its use and for interpreting the results generated by the test. In addition to such conditions, it is recommended that such instruments have: (1) easy and context-appropriate application in which persons without specific training are able to apply and correct it, as well as (2) normative tables in which their use improve the practical utility of the tool (<xref ref-type="bibr" rid="B15">Fernald, Kariger, Engle, &amp; Raikes, 2009</xref>). </p>
			<p>The theoretical model of the ASQ:SE proposes that 7 behavioral areas are evaluated by their items and considers that child development is part of a process that, although dynamic, has some specific markers (<xref ref-type="bibr" rid="B14">Engle &amp; Black, 2008</xref>; <xref ref-type="bibr" rid="B43">Squires et al., 2002</xref>). The empirical results within the Brazilian context did not allow for confirming this dimensional model. There are different possible explanations for this, with one of the main ones being related to the number of items needed for factorial identification. This occurred in the Autonomy and Self-regulation dimension. Factors with less than three items are unstable and eventually are not identified in confirmatory analyses (<xref ref-type="bibr" rid="B19">Furr &amp; Bacharach, 2008</xref>).</p>
			<p>Many considerations can be made when the theoretical model does not fit the data and this result often occurs in psychometrics, especially because of the development of computational psychometrics. As data analysis methods have undergone several modifications, current negative results can be positive due to new techniques (<xref ref-type="bibr" rid="B9">Cano, Cano, &amp; Hobart, 2011</xref>; <xref ref-type="bibr" rid="B37">Ropovik, 2015</xref>). In the present study, this misfit was only true for the model that considers specific items related to the seven behavioral areas, but the empirically obtained two-dimensional structure was psychometrically adequate. In addition to this, it is widely accepted today that validity is not a property of the instrument itself, but rather of the interpretations of its results and depends on several sources of evidence (<xref ref-type="bibr" rid="B1">AERA et al., 2014</xref>). As ASQ:SE was developed to be a screening instrument, in which the sum of the results was built to be a quick and sensitive indicator of possible delays in developmental milestones, its use is recommended as a screening tool for infants and young children.</p>
			<p>On this subject, the oblique model that considers a social and an emotional dimension reached appropriate indicators of its construct validity. This is also valid for reliability results. This is because the psychometric properties guarantee the results obtained by the ASQ:SE, and are fast and contextually adapted, while also being valid and reliable (<xref ref-type="bibr" rid="B23">Headrick &amp; Sheng, 2013</xref>; <xref ref-type="bibr" rid="B25">Higham &amp; Arnold, 2007</xref>; <xref ref-type="bibr" rid="B33">Pasquali, 1996</xref>).</p>
			<p>The Social dimension has brought together items in which aspects of interaction, communication, and affection are present. Interaction with peers as well as children’s ability to communicate with others is evidence which is already known in studies on the development of social aspects in childhood. When brought together, these conditions enable the child to have a sense of confidence and security in the world (<xref ref-type="bibr" rid="B31">McKown, Gumbiner, Russo, &amp; Lipton, 2009</xref>).</p>
			<p>The Emotional dimension brought together items in which self-regulation and compliance conditions are accessed. It is known that the ability of self-regulation provides the child with the ability to monitor and evaluate their emotional states, aiming to better adapt to the environment (<xref ref-type="bibr" rid="B43">Squires et al., 2002</xref>). Studies show that children with Autistic Spectrum Disorder (ASD) have a low capacity in this sense since they have difficulty managing their emotions, as well as a lower ability to postpone possible bonuses and to switch between tasks (<xref ref-type="bibr" rid="B28">Laurent &amp; Gorman, 2018</xref>).</p>
			<p>The ability of compliance is also a vital trait in child development. It indicates that the child has the ability to assertively follow rules (<xref ref-type="bibr" rid="B43">Squires et al., 2002</xref>). In the same way as previously mentioned, children with ASD have a greater limitation regarding the understanding, respect and acceptance of orders and rules (<xref ref-type="bibr" rid="B13">Ekas, McDonald, Pruitt, &amp; Messinger, 2017</xref>), which is also evidenced in children with alterations in behavior and Oppositional Defiant Disorder (<xref ref-type="bibr" rid="B18">Fleming, McMahon, &amp; King, 2017</xref>). </p>
			<p>It is well established in the literature that the first five years of life are fundamental for child development and have long-lasting consequences (<xref ref-type="bibr" rid="B20">Gordon &amp; Browne, 2014</xref>). A set of evidence demonstrates that non-cognitive skills, such as social and emotional domains, are important predictors of the development of language skills, mental health competencies and academic success (<xref ref-type="bibr" rid="B39">Saarni et al., 2008</xref>). As risk situations during development is analogous to shift the course of an ocean liner two degrees at the beginning of a voyage and try to fix it later, the assessment of child development is the first step to fulfill the learning potential of children by ensuring health and social services when they are needed. </p>
		</sec>
		<sec sec-type="conclusions">
			<title>Conclusion</title>
			<p>Child development screening tools help professionals to individually monitor the progress each child has made in their developmental markers. In addition, the results help identify those who may be experiencing any difficulty in which a diagnostic evaluation is needed. Child care starts with psychometric assessment of children’s development and growth. </p>
			<p>The aim of the present study was to evaluate the psychometric properties of ASQ:SE with data from children enrolled in public daycare centers in the city of Rio de Janeiro in 2011. As ASQ:SE is frequently used, the investigation of its properties is fundamental to ensure the validity of interpretations of the results.</p>
			<p>In summary, ASQ:SE had its dimensional structure explored within a SEM framework and the results of a two-dimensional structure (social and emotional) were psychometrically reliable and valid within the Brazilian context. This result is partially convergent to the specific literature of the test, which extends the model considering 7 specific behavioral areas. </p>
			<p>It is important to note that this research is not free of limitations. Scales that rely on hetero-assessment data present inaccurate or partial information about the studied object. In addition, external indicators could not be analyzed because the data collection was only done with the ASQ:SE. However, we attempted to reduce some of the problems by cleaning the dataset used, splitting the database when different techniques were performed and using a modern statistical approach.</p>
			<p>Despite these limiting conditions, the present study offers psychometric evidence for using the ASQ:SE in Brazilian children aged 5 years old. Thus, it is believed that the study brings important contributions to professionals who need to have direct or indirect measures on child development.</p>
			<p>New research in which the investigation of psychometric aspects, such as Differential Item Functioning (DIF), and aspects of child development such as latent growth curve are being carried out in order to amplify the results found herein, as well as to replicate them.</p>
		</sec>
	</body>
	<back>
		<ref-list>
			<title>References</title>
			<ref id="B1">
				<mixed-citation>AERA, APA, NCME (2014). Standards for Educational and Psychological Testing. Washington, D.C., American Educational Research Assn. Publications. </mixed-citation>
				<element-citation publication-type="other">
					<person-group person-group-type="author">
						<collab>AERA</collab>
						<collab>APA</collab>
						<collab>NCME</collab>
					</person-group>
					<year>2014</year>
					<source>Standards for Educational and Psychological Testing</source>
					<publisher-loc>Washington, D.C.</publisher-loc>
					<publisher-name>American Educational Research Assn. Publications</publisher-name>
				</element-citation>
			</ref>
			<ref id="B2">
				<mixed-citation>Anunciação, L., Chieh-yu, C., Squires, J., &amp; Fernandez, J. (2018). Screening for Social and Emotional Delays in Young Children Who Live in Poverty: A Brazilian Example. Journal of Childhood &amp; Developmental Disorders, 4(25), 3-6. doi: 10.4172/2472-1786.100068</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Anunciação</surname>
							<given-names>L.</given-names>
						</name>
						<name>
							<surname>Chieh-yu</surname>
							<given-names>C.</given-names>
						</name>
						<name>
							<surname>Squires</surname>
							<given-names>J.</given-names>
						</name>
						<name>
							<surname>Fernandez</surname>
							<given-names>J.</given-names>
						</name>
					</person-group>
					<year>2018</year>
					<article-title>Screening for Social and Emotional Delays in Young Children Who Live in Poverty: A Brazilian Example</article-title>
					<source>Journal of Childhood &amp; Developmental Disorders</source>
					<volume>4</volume>
					<issue>25</issue>
					<fpage>3</fpage>
					<lpage>6</lpage>
					<pub-id pub-id-type="doi">10.4172/2472-1786.100068</pub-id>
				</element-citation>
			</ref>
			<ref id="B3">
				<mixed-citation>Asún, R. A., Rdz-Navarro, K., &amp; Alvarado, J. M. (2016). Developing Multidimensional Likert Scales Using Item Factor Analysis. Sociological Methods &amp; Research, 45(1), 109-133. doi: 10.1177/0049124114566716</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Asún</surname>
							<given-names>R. A.</given-names>
						</name>
						<name>
							<surname>Rdz-Navarro</surname>
							<given-names>K.</given-names>
						</name>
						<name>
							<surname>Alvarado</surname>
							<given-names>J. M.</given-names>
						</name>
					</person-group>
					<year>2016</year>
					<article-title>Developing Multidimensional Likert Scales Using Item Factor Analysis</article-title>
					<source>Sociological Methods &amp; Research</source>
					<volume>45</volume>
					<issue>1</issue>
					<fpage>109</fpage>
					<lpage>133</lpage>
					<pub-id pub-id-type="doi">10.1177/0049124114566716</pub-id>
				</element-citation>
			</ref>
			<ref id="B4">
				<mixed-citation>Bandalos, D. (2018). Measurement Theory and Applications for the Social Science (1st ed.). The Guilford Press.</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Bandalos</surname>
							<given-names>D.</given-names>
						</name>
					</person-group>
					<year>2018</year>
					<source>Measurement Theory and Applications for the Social Science</source>
					<comment>1st ed.</comment>
					<publisher-name>The Guilford Press</publisher-name>
				</element-citation>
			</ref>
			<ref id="B5">
				<mixed-citation>Barrett, P. (2007). Structural equation modelling: Adjudging model fit. Personality and Individual Differences, 42(5), 815-824. doi: 10.1016/j.paid.2006.09.018</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Barrett</surname>
							<given-names>P.</given-names>
						</name>
					</person-group>
					<year>2007</year>
					<article-title>Structural equation modelling: Adjudging model fit</article-title>
					<source>Personality and Individual Differences</source>
					<volume>42</volume>
					<issue>5</issue>
					<fpage>815</fpage>
					<lpage>824</lpage>
					<pub-id pub-id-type="doi">10.1016/j.paid.2006.09.018</pub-id>
				</element-citation>
			</ref>
			<ref id="B6">
				<mixed-citation>Briggs, R. D., Stettler, E. M., Silver, E. J., Schrag, R. D. A., Nayak, M., Chinitz, S., &amp; Racine, A. D. (2012). Social-Emotional Screening for Infants and Toddlers in Primary Care. PEDIATRICS, 129(2), e377-e384. doi: 10.1542/peds.2010-2211</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Briggs</surname>
							<given-names>R. D.</given-names>
						</name>
						<name>
							<surname>Stettler</surname>
							<given-names>E. M.</given-names>
						</name>
						<name>
							<surname>Silver</surname>
							<given-names>E. J.</given-names>
						</name>
						<name>
							<surname>Schrag</surname>
							<given-names>R. D. A.</given-names>
						</name>
						<name>
							<surname>Nayak</surname>
							<given-names>M.</given-names>
						</name>
						<name>
							<surname>Chinitz</surname>
							<given-names>S.</given-names>
						</name>
						<name>
							<surname>Racine</surname>
							<given-names>A. D.</given-names>
						</name>
					</person-group>
					<year>2012</year>
					<article-title>Social-Emotional Screening for Infants and Toddlers in Primary Care</article-title>
					<source>PEDIATRICS</source>
					<volume>129</volume>
					<issue>2</issue>
					<fpage>e377</fpage>
					<lpage>e384</lpage>
					<pub-id pub-id-type="doi">10.1542/peds.2010-2211</pub-id>
				</element-citation>
			</ref>
			<ref id="B7">
				<mixed-citation>Byrne, B. M. (2005). Factor Analytic Models: Viewing the Structure of an Assessment Instrument From Three Perspectives. Journal of Personality Assessment, 85(1), 17-32. doi: 10.1207/s15327752jpa8501_02</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Byrne</surname>
							<given-names>B. M.</given-names>
						</name>
					</person-group>
					<year>2005</year>
					<article-title>Factor Analytic Models: Viewing the Structure of an Assessment Instrument From Three Perspectives</article-title>
					<source>Journal of Personality Assessment</source>
					<volume>85</volume>
					<issue>1</issue>
					<fpage>17</fpage>
					<lpage>32</lpage>
					<pub-id pub-id-type="doi">10.1207/s15327752jpa8501_02</pub-id>
				</element-citation>
			</ref>
			<ref id="B8">
				<mixed-citation>Canivez, G. L. (2016). Bifactor modeling in construct validation of multifactored tests: Implications for understanding multidimensional constructs and test interpretation. In Principles and methods of test construction: Standards and recent advancements.</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Canivez</surname>
							<given-names>G. L.</given-names>
						</name>
					</person-group>
					<year>2016</year>
					<source>Bifactor modeling in construct validation of multifactored tests: Implications for understanding multidimensional constructs and test interpretation. In Principles and methods of test construction: Standards and recent advancements</source>
				</element-citation>
			</ref>
			<ref id="B9">
				<mixed-citation>Cano, S., Cano, S., &amp; Hobart. (2011). The problem with health measurement. Patient Preference and Adherence, 279. doi: 10.2147/PPA.S14399</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Cano</surname>
							<given-names>S.</given-names>
						</name>
						<name>
							<surname>Cano</surname>
							<given-names>S.</given-names>
						</name>
						<name>
							<surname>Hobart</surname>
							<given-names/>
						</name>
					</person-group>
					<year>2011</year>
					<article-title>The problem with health measurement</article-title>
					<source>Patient Preference and Adherence</source>
					<volume>279</volume>
					<pub-id pub-id-type="doi">10.2147/PPA.S14399</pub-id>
				</element-citation>
			</ref>
			<ref id="B10">
				<mixed-citation>Carter, A. S., Briggs-Gowan, M. J., &amp; Davis, N. O. (2004). Assessment of young children’s social-emotional development and psychopatology: recent advances and recommendations for practice. Journal of Abnormal Child Psychology, 45(1), 109-134.</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Carter</surname>
							<given-names>A. S.</given-names>
						</name>
						<name>
							<surname>Briggs-Gowan</surname>
							<given-names>M. J.</given-names>
						</name>
						<name>
							<surname>Davis</surname>
							<given-names>N. O.</given-names>
						</name>
					</person-group>
					<year>2004</year>
					<article-title>Assessment of young children’s social-emotional development and psychopatology: recent advances and recommendations for practice</article-title>
					<source>Journal of Abnormal Child Psychology</source>
					<volume>45</volume>
					<issue>1</issue>
					<fpage>109</fpage>
					<lpage>134</lpage>
				</element-citation>
			</ref>
			<ref id="B11">
				<mixed-citation>Chen, F. F., West, S., &amp; Sousa, K. (2006). A Comparison of Bifactor and Second-Order Models of Quality of Life. Multivariate Behavioral Research, 41(2), 189-225. doi: 10.1207/s15327906mbr4102_5</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Chen</surname>
							<given-names>F. F.</given-names>
						</name>
						<name>
							<surname>West</surname>
							<given-names>S.</given-names>
						</name>
						<name>
							<surname>Sousa</surname>
							<given-names>K.</given-names>
						</name>
					</person-group>
					<year>2006</year>
					<article-title>A Comparison of Bifactor and Second-Order Models of Quality of Life</article-title>
					<source>Multivariate Behavioral Research</source>
					<volume>41</volume>
					<issue>2</issue>
					<fpage>189</fpage>
					<lpage>225</lpage>
					<pub-id pub-id-type="doi">10.1207/s15327906mbr4102_5</pub-id>
				</element-citation>
			</ref>
			<ref id="B12">
				<mixed-citation>Costello, A., &amp; Osborne, J. (2011). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment, Research &amp; Evaluation, 10, np.</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Costello</surname>
							<given-names>A.</given-names>
						</name>
						<name>
							<surname>Osborne</surname>
							<given-names>J.</given-names>
						</name>
					</person-group>
					<year>2011</year>
					<article-title>Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis</article-title>
					<source>Practical Assessment, Research &amp; Evaluation</source>
					<volume>10</volume>
				</element-citation>
			</ref>
			<ref id="B13">
				<mixed-citation>Ekas, N. V., McDonald, N. M., Pruitt, M. M., &amp; Messinger, D. S. (2017). Brief Report: The Development of Compliance in Toddlers at-Risk for Autism Spectrum Disorder. Journal of Autism and Developmental Disorders, 47(4), 1239-1248. doi: 10.1007/s10803-016-2984-1</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Ekas</surname>
							<given-names>N. V.</given-names>
						</name>
						<name>
							<surname>McDonald</surname>
							<given-names>N. M.</given-names>
						</name>
						<name>
							<surname>Pruitt</surname>
							<given-names>M. M.</given-names>
						</name>
						<name>
							<surname>Messinger</surname>
							<given-names>D. S.</given-names>
						</name>
					</person-group>
					<year>2017</year>
					<article-title>Brief Report: The Development of Compliance in Toddlers at-Risk for Autism Spectrum Disorder</article-title>
					<source>Journal of Autism and Developmental Disorders</source>
					<volume>47</volume>
					<issue>4</issue>
					<fpage>1239</fpage>
					<lpage>1248</lpage>
					<pub-id pub-id-type="doi">10.1007/s10803-016-2984-1</pub-id>
				</element-citation>
			</ref>
			<ref id="B14">
				<mixed-citation>Engle, P. L., &amp; Black, M. M. (2008). The effect of poverty on child development and educational outcomes. Annals of the New York Academy of Sciences. doi: 10.1196/annals.1425.023</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Engle</surname>
							<given-names>P. L.</given-names>
						</name>
						<name>
							<surname>Black</surname>
							<given-names>M. M.</given-names>
						</name>
					</person-group>
					<year>2008</year>
					<article-title>The effect of poverty on child development and educational outcomes</article-title>
					<source>Annals of the New York Academy of Sciences</source>
					<pub-id pub-id-type="doi">10.1196/annals.1425.023</pub-id>
				</element-citation>
			</ref>
			<ref id="B15">
				<mixed-citation>Fernald, L. C. H., Kariger, P., Engle, P., &amp; Raikes, A. (2009). Examining Early Child Development in Low-Income Countries: A toolkit for the assessment of children in the first five years of life. The World Bank, 1-133. Retrieved from <ext-link ext-link-type="uri" xlink:href="http://www.worldbank.org">http://www.worldbank.org</ext-link>
				</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Fernald</surname>
							<given-names>L. C. H.</given-names>
						</name>
						<name>
							<surname>Kariger</surname>
							<given-names>P.</given-names>
						</name>
						<name>
							<surname>Engle</surname>
							<given-names>P.</given-names>
						</name>
						<name>
							<surname>Raikes</surname>
							<given-names>A.</given-names>
						</name>
					</person-group>
					<year>2009</year>
					<article-title>Examining Early Child Development in Low-Income Countries: A toolkit for the assessment of children in the first five years of life</article-title>
					<source>The World Bank</source>
					<fpage>1</fpage>
					<lpage>133</lpage>
					<ext-link ext-link-type="uri" xlink:href="http://www.worldbank.org">http://www.worldbank.org</ext-link>
				</element-citation>
			</ref>
			<ref id="B16">
				<mixed-citation>Filgueiras, A., Pires, P., &amp; Landeira-Fernandez, J. (2014). Screening Measures Used in Child Daycare Centers: A 15-Years Systematic Review. Psychology, 05(19), 2109-2119. doi: 10.4236/psych.2014.519213</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Filgueiras</surname>
							<given-names>A.</given-names>
						</name>
						<name>
							<surname>Pires</surname>
							<given-names>P.</given-names>
						</name>
						<name>
							<surname>Landeira-Fernandez</surname>
							<given-names>J.</given-names>
						</name>
					</person-group>
					<year>2014</year>
					<article-title>Screening Measures Used in Child Daycare Centers: A 15-Years Systematic Review</article-title>
					<source>Psychology</source>
					<volume>05</volume>
					<issue>19</issue>
					<fpage>2109</fpage>
					<lpage>2119</lpage>
					<pub-id pub-id-type="doi">10.4236/psych.2014.519213</pub-id>
				</element-citation>
			</ref>
			<ref id="B17">
				<mixed-citation>Fioravanti-bastos, A. C. M., Filgueiras, A., Lucia, M., &amp; Moura, S. De. (2016). por profissionais de Educação Infantil Evaluation of the Ages and Stages Childhood professionals. Estudos de Psicologia (Campinas), 33(2), 293-302. doi: 10.1590/1982-02752016000200011</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Fioravanti-bastos</surname>
							<given-names>A. C. M.</given-names>
						</name>
						<name>
							<surname>Filgueiras</surname>
							<given-names>A.</given-names>
						</name>
						<name>
							<surname>Lucia</surname>
							<given-names>M.</given-names>
						</name>
						<name>
							<surname>Moura</surname>
							<given-names>S. De</given-names>
						</name>
					</person-group>
					<year>2016</year>
					<article-title>por profissionais de Educação Infantil Evaluation of the Ages and Stages Childhood professionals</article-title>
					<source>Estudos de Psicologia</source>
					<publisher-loc>Campinas</publisher-loc>
					<volume>33</volume>
					<issue>2</issue>
					<fpage>293</fpage>
					<lpage>302</lpage>
					<pub-id pub-id-type="doi">10.1590/1982-02752016000200011</pub-id>
				</element-citation>
			</ref>
			<ref id="B18">
				<mixed-citation>Fleming, A. P., McMahon, R. J., &amp; King, K. M. (2017). Structured Parent-Child Observations Predict Development of Conduct Problems: the Importance of Parental Negative Attention in Child-Directed Play. Prevention Science, 18(3), 257-267. doi: 10.1007/s11121-016-0672-1</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Fleming</surname>
							<given-names>A. P.</given-names>
						</name>
						<name>
							<surname>McMahon</surname>
							<given-names>R. J.</given-names>
						</name>
						<name>
							<surname>King</surname>
							<given-names>K. M.</given-names>
						</name>
					</person-group>
					<year>2017</year>
					<article-title>Structured Parent-Child Observations Predict Development of Conduct Problems: the Importance of Parental Negative Attention in Child-Directed Play</article-title>
					<source>Prevention Science</source>
					<volume>18</volume>
					<issue>3</issue>
					<fpage>257</fpage>
					<lpage>267</lpage>
					<pub-id pub-id-type="doi">10.1007/s11121-016-0672-1</pub-id>
				</element-citation>
			</ref>
			<ref id="B19">
				<mixed-citation>Furr, R. M., &amp; Bacharach, V. R. (2008). Psychometrics: an introduction. Retrieved from <ext-link ext-link-type="uri" xlink:href="http://catdir.loc.gov/catdir/enhancements/fy0808/2007016663-b.html">http://catdir.loc.gov/catdir/enhancements/fy0808/2007016663-b.html</ext-link>
				</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Furr</surname>
							<given-names>R. M.</given-names>
						</name>
						<name>
							<surname>Bacharach</surname>
							<given-names>V. R.</given-names>
						</name>
					</person-group>
					<year>2008</year>
					<source>Psychometrics: an introduction</source>
					<ext-link ext-link-type="uri" xlink:href="http://catdir.loc.gov/catdir/enhancements/fy0808/2007016663-b.html">http://catdir.loc.gov/catdir/enhancements/fy0808/2007016663-b.html</ext-link>
				</element-citation>
			</ref>
			<ref id="B20">
				<mixed-citation>Gordon, A. M., &amp; Browne, K. W. (2014). Beginnings &amp; Beyond: Foundations in Early Childhood Education - Ann Miles Gordon, Kathryn Williams Browne - Google Livros. Wadsworth.</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Gordon</surname>
							<given-names>A. M.</given-names>
						</name>
						<name>
							<surname>Browne</surname>
							<given-names>K. W.</given-names>
						</name>
					</person-group>
					<year>2014</year>
					<source>Beginnings &amp; Beyond: Foundations in Early Childhood Education - Ann Miles Gordon, Kathryn Williams Browne - Google Livros</source>
					<publisher-loc>Wadsworth</publisher-loc>
				</element-citation>
			</ref>
			<ref id="B21">
				<mixed-citation>Grimm, K. J., &amp; Liu, Y. (2016). Residual Structures in Growth Models With Ordinal Outcomes. Structural Equation Modeling: A Multidisciplinary Journal, 23(3), 466-475. doi: 10.1080/10705511.2015.1103192</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Grimm</surname>
							<given-names>K. J.</given-names>
						</name>
						<name>
							<surname>Liu</surname>
							<given-names>Y.</given-names>
						</name>
					</person-group>
					<year>2016</year>
					<article-title>Residual Structures in Growth Models With Ordinal Outcomes. Structural Equation Modeling</article-title>
					<source>A Multidisciplinary Journal</source>
					<volume>23</volume>
					<issue>3</issue>
					<fpage>466</fpage>
					<lpage>475</lpage>
					<pub-id pub-id-type="doi">10.1080/10705511.2015.1103192</pub-id>
				</element-citation>
			</ref>
			<ref id="B22">
				<mixed-citation>Hahs-Vaughn, D. L. (2017). Applied Multivariate Statistical Concepts. New York: Routledge.</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Hahs-Vaughn</surname>
							<given-names>D. L.</given-names>
						</name>
					</person-group>
					<year>2017</year>
					<source>Applied Multivariate Statistical Concepts</source>
					<publisher-loc>New York</publisher-loc>
					<publisher-name>Routledge</publisher-name>
				</element-citation>
			</ref>
			<ref id="B23">
				<mixed-citation>Headrick, T. C., &amp; Sheng, Y. (2013). New Developments in Quantitative Psychology (Vol. 66). Springer. doi: 10.1007/978-1-4614-9348-8</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Headrick</surname>
							<given-names>T. C.</given-names>
						</name>
						<name>
							<surname>Sheng</surname>
							<given-names>Y.</given-names>
						</name>
					</person-group>
					<year>2013</year>
					<source>New Developments in Quantitative Psychology</source>
					<volume>66</volume>
					<publisher-name>Springer</publisher-name>
					<pub-id pub-id-type="doi">10.1007/978-1-4614-9348-8</pub-id>
				</element-citation>
			</ref>
			<ref id="B24">
				<mixed-citation>Heo, K. H., &amp; Squires, J. (2012). Cultural adaptation of a parent completed social emotional screening instrument for young children: Ages and stages questionnaire-social emotional. Early Human Development, 88(3), 151-158. doi: 10.1016/j.earlhumdev.2011.07.019</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Heo</surname>
							<given-names>K. H.</given-names>
						</name>
						<name>
							<surname>Squires</surname>
							<given-names>J.</given-names>
						</name>
					</person-group>
					<year>2012</year>
					<article-title>Cultural adaptation of a parent completed social emotional screening instrument for young children: Ages and stages questionnaire-social emotional</article-title>
					<source>Early Human Development</source>
					<volume>88</volume>
					<issue>3</issue>
					<fpage>151</fpage>
					<lpage>158</lpage>
					<pub-id pub-id-type="doi">10.1016/j.earlhumdev.2011.07.019</pub-id>
				</element-citation>
			</ref>
			<ref id="B25">
				<mixed-citation>Higham, P. A., &amp; Arnold, M. M. (2007). Beyond reliability and validity: The role of metacognition in psychological testing. In R. A. Degregorio (Ed.), New developments in psychological testing (pp. 139-162). Hauppauge, NY: Nova Science.</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Higham</surname>
							<given-names>P. A.</given-names>
						</name>
						<name>
							<surname>Arnold</surname>
							<given-names>M. M.</given-names>
						</name>
					</person-group>
					<year>2007</year>
					<chapter-title>Beyond reliability and validity: The role of metacognition in psychological testing</chapter-title>
					<person-group person-group-type="editor">
						<name>
							<surname>Degregorio</surname>
							<given-names>R. A.</given-names>
						</name>
					</person-group>
					<source>New developments in psychological testing</source>
					<fpage>139</fpage>
					<lpage>162</lpage>
					<publisher-loc>Hauppauge, NY</publisher-loc>
					<publisher-name>Nova Science</publisher-name>
				</element-citation>
			</ref>
			<ref id="B26">
				<mixed-citation>Jorgensen, T. D., Pornprasertmanit, S., Schoemann, A. M., &amp; Rosseel, Y. (2018). semTools: Useful tools for structural equation modeling. R package version 0.5-0. Retrieved from <ext-link ext-link-type="uri" xlink:href="https://cran.r-project.org/package=semTools">https://cran.r-project.org/package=semTools</ext-link>
				</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Jorgensen</surname>
							<given-names>T. D.</given-names>
						</name>
						<name>
							<surname>Pornprasertmanit</surname>
							<given-names>S.</given-names>
						</name>
						<name>
							<surname>Schoemann</surname>
							<given-names>A. M.</given-names>
						</name>
						<name>
							<surname>Rosseel</surname>
							<given-names>Y.</given-names>
						</name>
					</person-group>
					<year>2018</year>
					<source>semTools: Useful tools for structural equation modeling. R package version 0.5-0</source>
					<ext-link ext-link-type="uri" xlink:href="https://cran.r-project.org/package=semTools">https://cran.r-project.org/package=semTools</ext-link>
				</element-citation>
			</ref>
			<ref id="B27">
				<mixed-citation>Kyriazos, T. A. (2018). Applied Psychometrics: Sample Size and Sample Power Considerations in Factor Analysis (EFA, CFA) and SEM in General. Psychology, 09(08), 2207-2230. doi: 10.4236/psych.2018.98126</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Kyriazos</surname>
							<given-names>T. A.</given-names>
						</name>
					</person-group>
					<year>2018</year>
					<article-title>Applied Psychometrics: Sample Size and Sample Power Considerations in Factor Analysis (EFA, CFA) and SEM in</article-title>
					<source>General. Psychology</source>
					<volume>09</volume>
					<issue>08</issue>
					<fpage>2207</fpage>
					<lpage>2230</lpage>
					<pub-id pub-id-type="doi">10.4236/psych.2018.98126</pub-id>
				</element-citation>
			</ref>
			<ref id="B28">
				<mixed-citation>Laurent, A. C., &amp; Gorman, K. (2018). Development of Emotion Self-Regulation Among Young Children with Autism Spectrum Disorders: The Role of Parents. Journal of Autism and Developmental Disorders, 48(4), 1249-1260. doi: 10.1007/s10803-017-3430-8</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Laurent</surname>
							<given-names>A. C.</given-names>
						</name>
						<name>
							<surname>Gorman</surname>
							<given-names>K.</given-names>
						</name>
					</person-group>
					<year>2018</year>
					<article-title>Development of Emotion Self-Regulation Among Young Children with Autism Spectrum Disorders: The Role of Parents</article-title>
					<source>Journal of Autism and Developmental Disorders</source>
					<volume>48</volume>
					<issue>4</issue>
					<fpage>1249</fpage>
					<lpage>1260</lpage>
					<pub-id pub-id-type="doi">10.1007/s10803-017-3430-8</pub-id>
				</element-citation>
			</ref>
			<ref id="B29">
				<mixed-citation>Marôco, J. (2010). Análise de equações estruturais: Fundamentos teóricos,. ReportNumber, Lda.</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Marôco</surname>
							<given-names>J.</given-names>
						</name>
					</person-group>
					<year>2010</year>
					<source>Análise de equações estruturais: Fundamentos teóricos</source>
					<publisher-name>ReportNumber, Lda</publisher-name>
				</element-citation>
			</ref>
			<ref id="B30">
				<mixed-citation>Marsh, H. W., Morin, A. J. S., Parker, P. D., &amp; Kaur, G. (2014). Exploratory structural equation modeling: an integration of the best features of exploratory and confirmatory factor analysis. Annual Review of Clinical Psychology, 10(Mimic), 85-110. doi: 10.1146/annurev-clinpsy-032813-153700</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Marsh</surname>
							<given-names>H. W.</given-names>
						</name>
						<name>
							<surname>Morin</surname>
							<given-names>A. J. S.</given-names>
						</name>
						<name>
							<surname>Parker</surname>
							<given-names>P. D.</given-names>
						</name>
						<name>
							<surname>Kaur</surname>
							<given-names>G.</given-names>
						</name>
					</person-group>
					<year>2014</year>
					<article-title>Exploratory structural equation modeling: an integration of the best features of exploratory and confirmatory factor analysis</article-title>
					<source>Annual Review of Clinical Psychology</source>
					<volume>10</volume>
					<fpage>85</fpage>
					<lpage>110</lpage>
					<pub-id pub-id-type="doi">10.1146/annurev-clinpsy-032813-153700</pub-id>
				</element-citation>
			</ref>
			<ref id="B31">
				<mixed-citation>McKown, C., Gumbiner, L. M., Russo, N. M., &amp; Lipton, M. (2009). Social-emotional learning skill, self-regulation, and social competence in typically developing and clinic-referred children. Journal of Clinical Child and Adolescent Psychology, 38(6), 858-871. doi: 10.1080/15374410903258934</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>McKown</surname>
							<given-names>C.</given-names>
						</name>
						<name>
							<surname>Gumbiner</surname>
							<given-names>L. M.</given-names>
						</name>
						<name>
							<surname>Russo</surname>
							<given-names>N. M.</given-names>
						</name>
						<name>
							<surname>Lipton</surname>
							<given-names>M.</given-names>
						</name>
					</person-group>
					<year>2009</year>
					<article-title>Social-emotional learning skill, self-regulation, and social competence in typically developing and clinic-referred children</article-title>
					<source>Journal of Clinical Child and Adolescent Psychology</source>
					<volume>38</volume>
					<issue>6</issue>
					<fpage>858</fpage>
					<lpage>871</lpage>
					<pub-id pub-id-type="doi">10.1080/15374410903258934</pub-id>
				</element-citation>
			</ref>
			<ref id="B32">
				<mixed-citation>Muthén, L., &amp; Muthén, B. (2017). Mplus user’s guide (8th ed.). Los Angeles: Author. doi: 10.13155/29825</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Muthén</surname>
							<given-names>L.</given-names>
						</name>
						<name>
							<surname>Muthén</surname>
							<given-names>B.</given-names>
						</name>
					</person-group>
					<year>2017</year>
					<source>Mplus user’s guide</source>
					<edition>8th</edition>
					<publisher-loc>Los Angeles</publisher-loc>
					<publisher-name>Author</publisher-name>
					<pub-id pub-id-type="doi">10.13155/29825</pub-id>
				</element-citation>
			</ref>
			<ref id="B33">
				<mixed-citation>Pasquali, L. (1996). Teorias e Métodos de Medida em Ciências do Comportamento, 432. doi: 10.1017/CBO9781107415324.004</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Pasquali</surname>
							<given-names>L.</given-names>
						</name>
					</person-group>
					<year>1996</year>
					<source>Teorias e Métodos de Medida em Ciências do Comportamento</source>
					<volume>432</volume>
					<pub-id pub-id-type="doi">10.1017/CBO9781107415324.004</pub-id>
				</element-citation>
			</ref>
			<ref id="B34">
				<mixed-citation>R core team. (2017). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. doi: <ext-link ext-link-type="uri" xlink:href="http://www.R-project.org/">http://www.R-project.org/</ext-link>
				</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<collab>R core team</collab>
					</person-group>
					<year>2017</year>
					<source>R: A language and environment for statistical computing. R Foundation for Statistical Computing</source>
					<publisher-loc>Vienna, Austria</publisher-loc>
					<ext-link ext-link-type="uri" xlink:href="http://www.R-project.org/">http://www.R-project.org/</ext-link>
				</element-citation>
			</ref>
			<ref id="B35">
				<mixed-citation>Reise, S. P. (2012). The Rediscovery of Bifactor Measurement Models. Multivariate Behavioral Research, 47(5), 667-696. doi: 10.1080/00273171.2012.715555</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Reise</surname>
							<given-names>S. P.</given-names>
						</name>
					</person-group>
					<year>2012</year>
					<article-title>The Rediscovery of Bifactor Measurement Models</article-title>
					<source>Multivariate Behavioral Research</source>
					<volume>47</volume>
					<issue>5</issue>
					<fpage>667</fpage>
					<lpage>696</lpage>
					<pub-id pub-id-type="doi">10.1080/00273171.2012.715555</pub-id>
				</element-citation>
			</ref>
			<ref id="B36">
				<mixed-citation>Rodriguez, A., Reise, S. P., &amp; Haviland, M. G. (2016). Evaluating bifactor models: Calculating and interpreting statistical indices. Psychological Methods, 21(2), 137-150. doi: 10.1037/met0000045</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Rodriguez</surname>
							<given-names>A.</given-names>
						</name>
						<name>
							<surname>Reise</surname>
							<given-names>S. P.</given-names>
						</name>
						<name>
							<surname>Haviland</surname>
							<given-names>M. G.</given-names>
						</name>
					</person-group>
					<year>2016</year>
					<article-title>Evaluating bifactor models: Calculating and interpreting statistical indices</article-title>
					<source>Psychological Methods</source>
					<volume>21</volume>
					<issue>2</issue>
					<fpage>137</fpage>
					<lpage>150</lpage>
					<pub-id pub-id-type="doi">10.1037/met0000045</pub-id>
				</element-citation>
			</ref>
			<ref id="B37">
				<mixed-citation>Ropovik, I. (2015). A cautionary note on testing latent variable models. Frontiers in Psychology, 6. doi: 10.3389/fpsyg.2015.01715</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Ropovik</surname>
							<given-names>I.</given-names>
						</name>
					</person-group>
					<year>2015</year>
					<article-title>A cautionary note on testing latent variable models</article-title>
					<source>Frontiers in Psychology</source>
					<volume>6</volume>
					<pub-id pub-id-type="doi">10.3389/fpsyg.2015.01715</pub-id>
				</element-citation>
			</ref>
			<ref id="B38">
				<mixed-citation>Rosseel, Y. (2012). lavaan: An R Package for Structural Equation Modeling. Journal of Statistical Software, 48(2), 1-36. doi: 10.18637/jss.v048.i02</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Rosseel</surname>
							<given-names>Y.</given-names>
						</name>
					</person-group>
					<year>2012</year>
					<article-title>lavaan: An R Package for Structural Equation Modeling</article-title>
					<source>Journal of Statistical Software</source>
					<volume>48</volume>
					<issue>2</issue>
					<fpage>1</fpage>
					<lpage>36</lpage>
					<pub-id pub-id-type="doi">10.18637/jss.v048.i02</pub-id>
				</element-citation>
			</ref>
			<ref id="B39">
				<mixed-citation>Saarni, C., Campos, J. J., Camras, L. A., &amp; Witherington, D. C. (2008). Principles of Emotion and Emotional Competence. In W. Damon , R. M. Lerner, D. Kuhn, R. Siegler, &amp; N. Eiseberg (Eds.), Child and Adolescent Development: An Advanced Course (pp. 361-405). Retrieved from <ext-link ext-link-type="uri" xlink:href="http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470176571.html">http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470176571.html</ext-link>
				</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Saarni</surname>
							<given-names>C.</given-names>
						</name>
						<name>
							<surname>Campos</surname>
							<given-names>J. J.</given-names>
						</name>
						<name>
							<surname>Camras</surname>
							<given-names>L. A.</given-names>
						</name>
						<name>
							<surname>Witherington</surname>
							<given-names>D. C.</given-names>
						</name>
					</person-group>
					<year>2008</year>
					<chapter-title>Principles of Emotion and Emotional Competence</chapter-title>
					<person-group person-group-type="author">
						<name>
							<surname>Damon</surname>
							<given-names>W.</given-names>
						</name>
						<name>
							<surname>Lerner</surname>
							<given-names>R. M.</given-names>
						</name>
						<name>
							<surname>Kuhn</surname>
							<given-names>D.</given-names>
						</name>
						<name>
							<surname>Siegler</surname>
							<given-names>R.</given-names>
						</name>
						<name>
							<surname>Eiseberg</surname>
							<given-names>N.</given-names>
						</name>
					</person-group>
					<source>Child and Adolescent Development: An Advanced Course</source>
					<fpage>361</fpage>
					<lpage>405</lpage>
					<ext-link ext-link-type="uri" xlink:href="http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470176571.html">http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470176571.html</ext-link>
				</element-citation>
			</ref>
			<ref id="B40">
				<mixed-citation>Shulman, C. (2016). Social and Emotional Development in Infant and Early Childhood Mental Health (pp. 23-42). doi: 10.1007/978-3-319-31181-4_2</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Shulman</surname>
							<given-names>C.</given-names>
						</name>
					</person-group>
					<year>2016</year>
					<source>Social and Emotional Development in Infant and Early Childhood Mental Health</source>
					<fpage>23</fpage>
					<lpage>42</lpage>
					<pub-id pub-id-type="doi">10.1007/978-3-319-31181-4_2</pub-id>
				</element-citation>
			</ref>
			<ref id="B41">
				<mixed-citation>Squires, J., &amp; Bricker, D. (2009). Ages &amp; Stages Questionnaires[R], Third Edition (ASQ-3[TM]): A Parent-Completed Child-Monitoring System. Brookes Publishing Company.</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Squires</surname>
							<given-names>J.</given-names>
						</name>
						<name>
							<surname>Bricker</surname>
							<given-names>D.</given-names>
						</name>
					</person-group>
					<year>2009</year>
					<source>Ages &amp; Stages Questionnaires[R], Third Edition (ASQ-3[TM]): A Parent-Completed Child-Monitoring System</source>
					<publisher-name>Brookes Publishing Company</publisher-name>
				</element-citation>
			</ref>
			<ref id="B42">
				<mixed-citation>Squires, J., Bricker, D., Heo, K., &amp; Twombly, E. (2001). Identification of social-emotional problems in young children using a parent-completed screening measure *. Early Childhood Research Quarterly, 16(4), 405-419. doi: 10.1016/S0885-2006(01)00115-6</mixed-citation>
				<element-citation publication-type="journal">
					<person-group person-group-type="author">
						<name>
							<surname>Squires</surname>
							<given-names>J.</given-names>
						</name>
						<name>
							<surname>Bricker</surname>
							<given-names>D.</given-names>
						</name>
						<name>
							<surname>Heo</surname>
							<given-names>K.</given-names>
						</name>
						<name>
							<surname>Twombly</surname>
							<given-names>E.</given-names>
						</name>
					</person-group>
					<year>2001</year>
					<article-title>Identification of social-emotional problems in young children using a parent-completed screening measure *</article-title>
					<source>Early Childhood Research Quarterly</source>
					<volume>16</volume>
					<issue>4</issue>
					<fpage>405</fpage>
					<lpage>419</lpage>
					<pub-id pub-id-type="doi">10.1016/S0885-2006(01)00115-6</pub-id>
				</element-citation>
			</ref>
			<ref id="B43">
				<mixed-citation>Squires, J., Bricker, D., &amp; Twombly, E. (2002). Ages and stages questionnaires: SocialEmotional: A parent-completed child-monitoring system. Baltimore: Paul Brookes.</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Squires</surname>
							<given-names>J.</given-names>
						</name>
						<name>
							<surname>Bricker</surname>
							<given-names>D.</given-names>
						</name>
						<name>
							<surname>Twombly</surname>
							<given-names>E.</given-names>
						</name>
					</person-group>
					<year>2002</year>
					<source>Ages and stages questionnaires: SocialEmotional: A parent-completed child-monitoring system</source>
					<publisher-loc>Baltimore</publisher-loc>
					<publisher-name>Paul Brookes</publisher-name>
				</element-citation>
			</ref>
			<ref id="B44">
				<mixed-citation>Wickham, H. (2016). tidyverse: Easily Install and Load “Tidyverse” Packages. R package version 1.0.0. Retrieved from <ext-link ext-link-type="uri" xlink:href="https://cran.r-project.org/package=tidyverse">https://cran.r-project.org/package=tidyverse</ext-link>
				</mixed-citation>
				<element-citation publication-type="book">
					<person-group person-group-type="author">
						<name>
							<surname>Wickham</surname>
							<given-names>H.</given-names>
						</name>
					</person-group>
					<year>2016</year>
					<source>tidyverse: Easily Install and Load “Tidyverse” Packages</source>
					<comment>R package version 1.0.0. Retrieved from</comment>
					<ext-link ext-link-type="uri" xlink:href="https://cran.r-project.org/package=tidyverse">https://cran.r-project.org/package=tidyverse</ext-link>
				</element-citation>
			</ref>
		</ref-list>
		<fn-group>
			<fn fn-type="other" id="fn1">
				<label>1</label>
				<p>Nota dos autores: We would like to thank sincerely Dr. Jane Squires for the support she had provided during the course of this project.</p>
			</fn>
		</fn-group>
	</back>
</article>