<?xml version="1.0" encoding="utf-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="article">
<front>
    <journal-meta>
        <journal-id journal-id-type="publisher-id">INFEDU</journal-id>
        <journal-title-group>
            <journal-title>Informatics in Education</journal-title>
        </journal-title-group>
        <issn pub-type="epub">1648-5831</issn>
        <issn pub-type="ppub">1648-5831</issn>
        <publisher>
            <publisher-name>VU</publisher-name>
        </publisher>
    </journal-meta>
    <article-meta>
                <article-id pub-id-type="publisher-id">INFEDU.2019.01</article-id>
                        <article-id pub-id-type="doi">10.15388/infedu.2019.01</article-id>
                        <article-categories>
            <subj-group subj-group-type="heading">
                <subject>Article</subject>
            </subj-group>
        </article-categories>
                        <title-group>
            <article-title>Using Alice Software with 4C-ID Model: Effects in Programming Knowledge and Logical Reasoning</article-title>
        </title-group>
                        <contrib-group>
                                        <contrib contrib-type="author">
                                                <name>
                    <surname>Martinho COSTA</surname>
                    <given-names>Joana</given-names>
                </name>
                                <email xlink:href="mailto:joana.martinho.costa@campus.ul.pt">joana.martinho.costa@campus.ul.pt</email>
                                                <xref ref-type="aff" rid="j_INFEDU_aff_000"/>
                                            </contrib>
                        <aff id="j_INFEDU_aff_000">Instituto Universitário de Lisboa (ISCTE-IUL), ISTAR-IUL, Lisboa, Portugal
Institute of Education, University of Lisbon, Alameda da Universidade, 1649-013 Lisbon, Portugal</aff>
                                                    <contrib contrib-type="author">
                                                <name>
                    <surname>MIRANDA</surname>
                    <given-names>Guilhermina Lobato</given-names>
                </name>
                                <email xlink:href="mailto:gmiranda@ie.ul.pt">gmiranda@ie.ul.pt</email>
                                                <xref ref-type="aff" rid="j_INFEDU_aff_001"/>
                                            </contrib>
                        <aff id="j_INFEDU_aff_001">Institute of Education, University of Lisbon, Alameda da Universidade, 1649-013 Lisbon, Portugal</aff>
                                </contrib-group>
                                                                                                        <volume>18</volume>
                                <issue>1</issue>
                                    <fpage>1</fpage>
                        <lpage>15</lpage>
                                <pub-date pub-type="epub">
                        <day>13</day>
                                    <month>04</month>
                        <year>2019</year>
        </pub-date>
                                        <abstract>
                        <p>This paper presents an approach to the initial programming learning using the four components instructional model and the Alice software. The quasi-experimental design was developed with two groups of students that attended two schools with very different socioeconomic status and school retention levels. The differences obtained in the mean of the programming knowledge test when co-variated with the Logical Development Scale score were positive in the two groups, with no statistical significance in the difference between both (p = 0.05). The differences obtained in the Logical Development Scale score (Échelle Collective de Devéloppement Lógique [ECDL]), before and after the experimental treatment, revealed positive differences in the experimental group with no statistical significance (p &gt; 0.05), and in the control group with statistical significance (p &lt; 0.05). These results suggest that the Alice software when combined with the 4C-ID instructional model has positive effects in programming learning and in logical reasoning.</p>
                    </abstract>
                <kwd-group>
            <label>Keywords</label>
                        <kwd>Alice software</kwd>
                        <kwd>4C-ID model</kwd>
                        <kwd>logical reasoning</kwd>
                        <kwd>programming learning</kwd>
                        <kwd>socioeconomic status</kwd>
                    </kwd-group>
    </article-meta>
</front>
</article>
