<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>2447-4193</journal-id>
<journal-title><![CDATA[Revista Brasileira de Política e Administração da Educação]]></journal-title>
<abbrev-journal-title><![CDATA[Revista Brasileira de Política e Administração da Educação]]></abbrev-journal-title>
<issn>2447-4193</issn>
<publisher>
<publisher-name><![CDATA[Associação Nacional de Política e Administração da Educação]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2447-41932023000100137</article-id>
<article-id pub-id-type="doi">10.21573/vol39n12023.125803</article-id>
<title-group>
<article-title xml:lang="pt"><![CDATA[Uma discussão abrangente do processo da validação e análise de atributos de livros no PNLD]]></article-title>
<article-title xml:lang="en"><![CDATA[A comprehensive discussion of the process of validation and analysis of textbook attributes in the PNLD]]></article-title>
<article-title xml:lang="es"><![CDATA[Una amplia discusión del proceso de validación y análisis de los atributos del libro en el PNLD]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[SOBRINHO]]></surname>
<given-names><![CDATA[ÁLVARO]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[BITTENCOURT]]></surname>
<given-names><![CDATA[IG IBERT]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[SILVA]]></surname>
<given-names><![CDATA[ALAN PEDRO DA]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[DERMEVAL]]></surname>
<given-names><![CDATA[DIEGO]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[MARQUES]]></surname>
<given-names><![CDATA[LEONARDO BRANDÃO]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[SILVEIRA]]></surname>
<given-names><![CDATA[ANDRESSA CARVALHO MELO DA]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[RODRIGUES]]></surname>
<given-names><![CDATA[NADJA CÉZAR IANZER]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[SOUZA]]></surname>
<given-names><![CDATA[ANA CAROLINA SILVA E]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[FERREIRA]]></surname>
<given-names><![CDATA[RAFAEL]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[ISOTANI]]></surname>
<given-names><![CDATA[SEIJI]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="A a"/>
<xref ref-type="aff" rid="A12"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidade Federal do Agreste de Pernambuco Núcleo de Inovação Tecnológica e Empreendedorismo ]]></institution>
<addr-line><![CDATA[Garanhuns PE]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidade Federal de Alagoas Instituto de Computação ]]></institution>
<addr-line><![CDATA[Maceió AL]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Harvard University Harvard Graduate School of Education ]]></institution>
<addr-line><![CDATA[Cambridge MA]]></addr-line>
<country>Estados Unidos</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidade Federal de Alagoas Instituto de Computação Centro de Educação ]]></institution>
<addr-line><![CDATA[Maceió AL]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="Af5">
<institution><![CDATA[,Universidade Federal de Alagoas Instituto de Computação Centro de Educação ]]></institution>
<addr-line><![CDATA[Maceió AL]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="Af6">
<institution><![CDATA[,Universidade Federal de Alagoas Centro de Educação ]]></institution>
<addr-line><![CDATA[Maceió AL]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="Af7">
<institution><![CDATA[,Universidade Federal de Campina Grande  ]]></institution>
<addr-line><![CDATA[Campina Grande PB]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="Af8">
<institution><![CDATA[,Fundo Nacional de Desenvolvimento da Educação Coordenação-Geral dos Programas do Livro ]]></institution>
<addr-line><![CDATA[Brasília DF]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="Af9">
<institution><![CDATA[,Fundo Nacional de Desenvolvimento da Educação Coordenação-Geral dos Programas do Livro ]]></institution>
<addr-line><![CDATA[Brasília DF]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="A10">
<institution><![CDATA[,Universidade Federal Rural de Pernambuco Laboratório de Inteligência Artificial Centro de Estudos e Sistemas Avançados do Recife]]></institution>
<addr-line><![CDATA[Recife PE]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="A11">
<institution><![CDATA[,Universidade de São Paulo Instituto de Ciências Matemáticas e de Computação Área de Computação e Tecnologias Educacionais]]></institution>
<addr-line><![CDATA[São Carlos SP]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="A12">
<institution><![CDATA[,Harvard University Harvard Graduate School of Education ]]></institution>
<addr-line><![CDATA[Cambridge MA]]></addr-line>
<country>Estados Unidos</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2023</year>
</pub-date>
<volume>39</volume>
<numero>1</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://educa.fcc.org.br/scielo.php?script=sci_arttext&amp;pid=S2447-41932023000100137&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://educa.fcc.org.br/scielo.php?script=sci_abstract&amp;pid=S2447-41932023000100137&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://educa.fcc.org.br/scielo.php?script=sci_pdf&amp;pid=S2447-41932023000100137&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Resumo O objetivo com este artigo é avaliar, de maneira qualitativa e quantitativa, o processo de validação e de análise de atributos, que compõe a etapa de Triagem do Programa Nacional do Livro e do Material Didático. O processo atual precisa de melhorias, considerando que é impactado pela expansão gradual da quantidade e variedade de materiais inscritos, o que gera riscos de redução da qualidade nas entregas e de aumento do tempo para conclusão das tarefas. Esse problema é discutido com base na identificação de causas documentadas em um diagrama de Ishikawa e na apresentação de evidências.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract This article aims to conduct a qualitative and quantitative evaluation of the process of validation and analysis of attributes that comprise the screening stage of the National Book and Teaching Material Program. The current process needs improvement, considering that it is impacted by the gradual expansion of the quantity and variety of registered materials, resulting in risks of reduced quality in deliveries and increased time to complete tasks. This problem is discussed based on the identification of causes documented in an Ishikawa diagram and the presentation of evidence.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen El objetivo de este artículo es evaluar, de forma cualitativa y cuantitativa, el proceso de validación y análisis de atributos que conforma la etapa de selección del Programa Nacional de Libros y Material Didáctico. El proceso actual necesita mejoras, considerando que se ve impactado por la expansión de la cantidad y variedad de materiales, lo que genera riesgos de reducción de la calidad en las entregas y aumento del tiempo de ejecución de las tareas. Este problema se discute a partir de la identificación de causas documentadas en un diagrama de Ishikawa y la presentación de evidencias.]]></p></abstract>
<kwd-group>
<kwd lng="pt"><![CDATA[Diagrama de Ishikawa]]></kwd>
<kwd lng="pt"><![CDATA[PNLD]]></kwd>
<kwd lng="pt"><![CDATA[Melhoria de Processo]]></kwd>
<kwd lng="en"><![CDATA[Ishikawa Diagram]]></kwd>
<kwd lng="en"><![CDATA[PNLD]]></kwd>
<kwd lng="en"><![CDATA[Process Improvement]]></kwd>
<kwd lng="es"><![CDATA[Diagrama de Ishikawa]]></kwd>
<kwd lng="es"><![CDATA[PNLD]]></kwd>
<kwd lng="es"><![CDATA[La mejora de procesos]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[AIN]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Two decades of research on business intelligence system adoption, utilization and success - A systematic literature review]]></article-title>
<source><![CDATA[Decision Support Systems]]></source>
<year>2019</year>
<volume>125</volume>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[ALBUQUERQUE]]></surname>
<given-names><![CDATA[E. B. C. DE]]></given-names>
</name>
<name>
<surname><![CDATA[FERREIRA]]></surname>
<given-names><![CDATA[A. T. B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Programa nacional de livro didático (PNLD): mudanças nos livros de alfabetização e os usos que os professores fazem desse recurso em sala de aula]]></article-title>
<source><![CDATA[Ensaio: Avaliação e Políticas Públicas em Educação]]></source>
<year>2019</year>
<volume>27</volume>
<numero>103</numero>
<issue>103</issue>
<page-range>250-70</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[BIANCO]]></surname>
<given-names><![CDATA[A. A. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Análise do conteúdo imagético de nutrição humana em livros didáticos de Ciências aprovados pelo Programa Nacional do Livro Didático 2014]]></article-title>
<source><![CDATA[ABCS Health Sciences]]></source>
<year>2015</year>
<volume>40</volume>
<numero>3</numero>
<issue>3</issue>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[BRIZ-REDÓN]]></surname>
<given-names><![CDATA[Á]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Respondent Burden Effects on Item Non-Response and Careless Response Rates: An Analysis of Two Types of Surveys]]></article-title>
<source><![CDATA[Mathematics]]></source>
<year>2021</year>
<volume>9</volume>
<numero>17</numero>
<issue>17</issue>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[CARVALHO]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Analysis of root causes of problems affecting the quality of hospital administrative data: A systematic review and Ishikawa diagram]]></article-title>
<source><![CDATA[International Journal of Medical Informatics]]></source>
<year>2021</year>
<volume>156</volume>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[COHEN]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Coefficient of Agreement for Nominal Scales]]></article-title>
<source><![CDATA[Educational and Psychological Measurement]]></source>
<year>1960</year>
<volume>20</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>37-46</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[COPATTI]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[ANDREIS]]></surname>
<given-names><![CDATA[A. M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Políticas públicas educacionais no Brasil pós redemocratização: percursos à cidadania?]]></article-title>
<source><![CDATA[Geopauta]]></source>
<year>2020</year>
<volume>4</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>69-91</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[SOUZA]]></surname>
<given-names><![CDATA[L. H. P.]]></given-names>
</name>
<name>
<surname><![CDATA[REGO]]></surname>
<given-names><![CDATA[S. C. R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Imagens em Livros Didáticos de Ciências e as Orientações do Programa Nacional do Livro Didático]]></article-title>
<source><![CDATA[Ensaios Pedagógicos]]></source>
<year>2018</year>
<volume>2</volume>
<numero>3</numero>
<issue>3</issue>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[STERNBERG]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Google Cloud BrandVoice: Beyond Spreadsheets]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[HÖFLING]]></surname>
<given-names><![CDATA[E. DE M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Notas para discussão quanto à implementação de programas de governo: em foco o Programa Nacional do Livro Didático]]></article-title>
<source><![CDATA[Educação &amp; Sociedade]]></source>
<year>2000</year>
<volume>21</volume>
<numero>70</numero>
<issue>70</issue>
<page-range>159-70</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[IDRIS]]></surname>
<given-names><![CDATA[N. I.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Case Study of Coffee Sachets Production Defect Analysis Using Pareto Analysis, P-Control Chart and Ishikawa Diagram]]></article-title>
<source><![CDATA[Lecture Notes in Mechanical Engineering]]></source>
<year>2021</year>
<page-range>1295-305</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[MANOEL]]></surname>
<given-names><![CDATA[C. C.]]></given-names>
</name>
<name>
<surname><![CDATA[SILVA]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[VALERO]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<source><![CDATA[Happy and healthy families! Financial mathematics and the making of the homus oeconomicus]]></source>
<year>2019</year>
<conf-name><![CDATA[ Proceedings of the Tenth International Mathematics Education and Society Conference]]></conf-name>
<conf-loc> </conf-loc>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[MCHUGH]]></surname>
<given-names><![CDATA[M. L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Interrater reliability: the kappa statistic]]></article-title>
<source><![CDATA[Biochemia Medica]]></source>
<year>2012</year>
<volume>22</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>276-82</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[RABIEE]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[ASLANI]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[REZAEI]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A decision support system for detecting and handling biased decision-makers in multi criteria group decision-making problems]]></article-title>
<source><![CDATA[Expert Systems with Applications]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[RICHARD]]></surname>
<given-names><![CDATA[L. J.]]></given-names>
</name>
<name>
<surname><![CDATA[KOCH]]></surname>
<given-names><![CDATA[G. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Measurement of Observer Agreement for Categorical Data]]></article-title>
<source><![CDATA[Biometrics]]></source>
<year>1977</year>
<volume>33</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>159-74</page-range></nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[SAXENA]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[MCDONAGH]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Communication breakdowns during business process change projects - Insights from a sociotechnical case study]]></article-title>
<source><![CDATA[International Journal of Project Management]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[SHARMA]]></surname>
<given-names><![CDATA[G. V. S. S.]]></given-names>
</name>
<name>
<surname><![CDATA[PRASAD]]></surname>
<given-names><![CDATA[C. L. V. R. S.]]></given-names>
</name>
<name>
<surname><![CDATA[RAMBABU]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Online machine drawing pedagogy-A knowledge management perspective through maker education in the COVID -19 pandemic era]]></article-title>
<source><![CDATA[Knowledge and Process Management]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[SOLARES]]></surname>
<given-names><![CDATA[S. H. B.]]></given-names>
</name>
<name>
<surname><![CDATA[BENZELL]]></surname>
<given-names><![CDATA[S. G.]]></given-names>
</name>
<name>
<surname><![CDATA[RAZO]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<source><![CDATA[Ranking How National Economies Adapt to Remote Work]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[ZAMBON]]></surname>
<given-names><![CDATA[L. B.]]></given-names>
</name>
<name>
<surname><![CDATA[TERRAZZAN]]></surname>
<given-names><![CDATA[E. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Políticas de material didático no Brasil: organização dos processos de escolha de livros didáticos em escolas públicas de educação básica]]></article-title>
<source><![CDATA[Revista Brasileira de Estudos Pedagógicos]]></source>
<year>2013</year>
<volume>94</volume>
<numero>237</numero>
<issue>237</issue>
<page-range>585-602</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
