<?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>0870-8231</journal-id>
<journal-title><![CDATA[Análise Psicológica]]></journal-title>
<abbrev-journal-title><![CDATA[Aná. Psicológica]]></abbrev-journal-title>
<issn>0870-8231</issn>
<publisher>
<publisher-name><![CDATA[ISPA-Instituto Universitário]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0870-82311997000100004</article-id>
<title-group>
<article-title xml:lang="pt"><![CDATA[Os modelos log-lineares em investigação psicológica]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Garcia-Marques]]></surname>
<given-names><![CDATA[Teresa]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Quelhas]]></surname>
<given-names><![CDATA[Ana Cristina]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gomes]]></surname>
<given-names><![CDATA[Jorge F.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,ISPA - Instituto Superior de Psicologia Aplicada  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>03</month>
<year>1997</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>03</month>
<year>1997</year>
</pub-date>
<volume>15</volume>
<numero>1</numero>
<fpage>29</fpage>
<lpage>48</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_arttext&amp;pid=S0870-82311997000100004&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_abstract&amp;pid=S0870-82311997000100004&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.pt/scielo.php?script=sci_pdf&amp;pid=S0870-82311997000100004&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="pt"><p><![CDATA[O recurso aos modelos log-lineares em psicologia começa a ganhar relevo por permitir uma compreensão mais estruturada dos dados de planos experimentais associados a variáveis de natureza nominal. Nomeadamente, planos experimentais factoriais com uma ou mais variáveis dependentes discretas (frequências) e planos correlacionais, onde todas as variáveis de medida têm uma natureza nominal e se pretende estudar as associações entre elas. Neste artigo pretendemos apresentar a abordagem log-linear, referindo-nos igualmente ao modelo logit. Ilustraremos o uso da técnica no âmbito de um estudo de raciocínio dedutivo, comparando-a com uma abordagem fragmentada em tabelas de contingência bivariadas (recurso a testes de homogeneidade e independência).]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Log linear models are becoming increasingly relevant in psychology research. These models enable us to analyze qualitative data originated from both experimental (with complex factorial designs) or correlational research. In this article we present the log-li-near approach applying it to data from a deductive thinking study. We compared this approach with the frequently used models associated with bi-variate contingency tables (independence and homogeneity models).]]></p></abstract>
<kwd-group>
<kwd lng="pt"><![CDATA[Modelos log-lineares]]></kwd>
<kwd lng="pt"><![CDATA[Tabelas de contingências múltiplas]]></kwd>
<kwd lng="pt"><![CDATA[Análise de frequências]]></kwd>
<kwd lng="pt"><![CDATA[Raciocínio dedutivo]]></kwd>
<kwd lng="en"><![CDATA[Log-linear models]]></kwd>
<kwd lng="en"><![CDATA[Contigency tabeles]]></kwd>
<kwd lng="en"><![CDATA[Frequency analysis]]></kwd>
<kwd lng="en"><![CDATA[Deductive thinking]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p><b>Os modelos log-lineares em investiga&ccedil;&atilde;o psicol&oacute;gica </b></p>     <P>&nbsp;</P>     <P align="right">Teresa Garcia-Marques (<a name="top1"></a><a href="#1">*</a>)</P>     <P align="right">Ana Cristina Quelhas (<a href="#1">*</a>) </P>     <P align="right">Jorge F. Gomes (<a href="#1">*</a>) </P>     <p>&nbsp;</P>     <p align="center">RESUMO<b> </b></P>     <P>O recurso aos modelos log-lineares em psicologia come&ccedil;a  a ganhar relevo por permitir uma compreens&atilde;o mais estruturada  dos dados de planos experimentais associados a vari&aacute;veis de natureza  nominal. Nomeadamente, planos experimentais factoriais com uma ou mais  vari&aacute;veis dependentes discretas (frequ&ecirc;ncias) e planos  correlacionais, onde todas as vari&aacute;veis de medida t&ecirc;m uma  natureza nominal e se pretende estudar as associa&ccedil;&otilde;es  entre elas. Neste artigo pretendemos apresentar a abordagem log-linear,  referindo-nos igualmente ao modelo logit. Ilustraremos o uso da t&eacute;cnica  no &acirc;mbito de um estudo de racioc&iacute;nio dedutivo, comparando-a  com uma abordagem fragmentada em tabelas de conting&ecirc;ncia bivariadas  (recurso a testes de homogeneidade e independ&ecirc;ncia). </P>     <P><I>Palavras-chave</I>: Modelos log-lineares, Tabelas de conting&ecirc;ncias  m&uacute;ltiplas, An&aacute;lise de frequ&ecirc;ncias, Racioc&iacute;nio  dedutivo.</P>     <P>&nbsp;</P>     ]]></body>
<body><![CDATA[<P align="center">ABSTRACT<b> </b></P>     <P>Log linear models are becoming increasingly relevant in psychology  research. These models enable us to analyze qualitative data originated  from both experimental (with complex factorial designs) or correlational  research. In this article we present the log-li-near approach applying  it to data from a deductive thinking study. We compared this approach  with the frequently used models associated with bi-variate contingency  tables (independence and homogeneity models). </P>     <P><I>Key words</I>: Log-linear models, Contigency tabeles, Frequency analysis,    Deductive thinking. </P>     <P>&nbsp;</P>     <P>&nbsp;</P>     <P>Texto completo dispon&iacute;vel apenas em PDF.</P>     <p>Full text only available in PDF format.</p>     <P>&nbsp;</P>     <P align="center">&nbsp;</P>     <P align="center">REFER&Ecirc;NCIAS<b> </b></P>     ]]></body>
<body><![CDATA[<P>Azevedo, M., & Garcia-Marques, T. (1995). Que confian&ccedil;a podemos ter nas conclus&otilde;es estat&iacute;sticas que apresentamos?. <I>Psicologia</I>, no prelo. </P>     <!-- ref --><P>Cohen, J. (1988). <I>Statistical power analysis for the behavioral sciences </I>(2nd ed.). Hillsdale, N.J.: Law rence Erlbaum. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000024&pid=S0870-8231199700010000400001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><P>Everitt, B. S. (1986). <I>The analysis of contigency tables </I>(2nd ed.). London: Chapman and Hall. </P>     <P>Garcia-Marques, T., & Azevedo, M. (1995). A infer&ecirc;ncia estat&iacute;stica m&uacute;ltipla e o problema da inflac&ccedil;&atilde;o do n&iacute;vel de alfa: a ANOVA como exemplo. <I>Psicologia, 10 </I>(1), 195-220. </P>     <P>Goodman, L.A. (1981). Association models and the bivariate normal for contingency tables with ordered categories. <I>Biometrika, 68</I>, 347-355. </P>     <P>Iacobucci, D., & McGill, A.L. (1990). Analysis of attribution data: Theory testing and effect estimation. <I>Journal of Personality and Social Psychology, 59</I>, 426-441. </P>     <P>Knobe, D., & Burke, P.J. (1980). <I>Log-linear models</I>. Beverly-Hill: Sage Publications. </P>     <P>Quelhas, A.C. (1991). O processo cognitivo no racioc&iacute;nio condicional. <I>An&aacute;lise Psicol&oacute;gica, 9 </I>(3-4), 365-372. </P>     <P>Quelhas, A. C., & Gilly, M. (1996). Racioc&iacute;nio condicional: Soligismos e tarefa de selec&ccedil;&atilde;o. <I>An&aacute;lise Psicol&oacute;gica, 14 </I>(4), 533-552. </P>     <P>Upton, G. .J. G. (1978). <I>The analysis of cross-tabulated data</I>. Chichester: John Wiley & Sons. </P>     ]]></body>
<body><![CDATA[<P>Wickens, T. D. (1989). <I>Multiway contigency tables analysis for the social  sciences</I>. N.J.: Lawrence Erlbaum. </P>     <P>&nbsp;</P>     <P>(<a name="1"></a><a href="#top1">*</a>) Instituto Superior de Psicologia Aplicada.  </P>      ]]></body><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cohen]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Statistical power analysis for the behavioral sciences]]></source>
<year>1988</year>
<edition>2nd</edition>
<publisher-loc><![CDATA[Hillsdale ]]></publisher-loc>
<publisher-name><![CDATA[N.J.: Law rence Erlbaum]]></publisher-name>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
