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            <front>

                <journal-meta>
                                                                <journal-id>paüefd</journal-id>
            <journal-title-group>
                                                                                    <journal-title>Pamukkale Üniversitesi Eğitim Fakültesi Dergisi</journal-title>
            </journal-title-group>
                            <issn pub-type="ppub">1301-0085</issn>
                                        <issn pub-type="epub">1309-0275</issn>
                                                                                            <publisher>
                    <publisher-name>Pamukkale Üniversitesi</publisher-name>
                </publisher>
                    </journal-meta>
                <article-meta>
                                        <article-id pub-id-type="doi">10.9779/pauefd.1438401</article-id>
                                                                <article-categories>
                                            <subj-group  xml:lang="en">
                                                            <subject>Mathematics Education</subject>
                                                    </subj-group>
                                            <subj-group  xml:lang="tr">
                                                            <subject>Matematik Eğitimi</subject>
                                                    </subj-group>
                                    </article-categories>
                                                                                                                                                        <title-group>
                                                                                                                        <trans-title-group xml:lang="en">
                                    <trans-title>An Overview of the Epistemological Link between Mathematical Thinking and Computational Thinking from Theory to Practice</trans-title>
                                </trans-title-group>
                                                                                                                                                                                                <article-title>Matematiksel Düşünme ve Bilgi İşlemsel Düşünmenin Epistemolojik Bağlantısına Kuramdan Uygulamaya Bir Bakış</article-title>
                                                                                                    </title-group>
            
                                                    <contrib-group content-type="authors">
                                                                        <contrib contrib-type="author">
                                                                    <contrib-id contrib-id-type="orcid">
                                        https://orcid.org/0000-0002-6452-6066</contrib-id>
                                                                <name>
                                    <surname>Dinçer Aksoy</surname>
                                    <given-names>Behiye</given-names>
                                </name>
                                                                    <aff>DOKUZ EYLÜL ÜNİVERSİTESİ, EĞİTİM BİLİMLERİ ENSTİTÜSÜ</aff>
                                                            </contrib>
                                                    <contrib contrib-type="author">
                                                                    <contrib-id contrib-id-type="orcid">
                                        https://orcid.org/0000-0002-9585-0811</contrib-id>
                                                                <name>
                                    <surname>Cantürk Günhan</surname>
                                    <given-names>Berna</given-names>
                                </name>
                                                                    <aff>DOKUZ EYLÜL ÜNİVERSİTESİ</aff>
                                                            </contrib>
                                                    <contrib contrib-type="author">
                                                                    <contrib-id contrib-id-type="orcid">
                                        https://orcid.org/0000-0001-9371-6734</contrib-id>
                                                                <name>
                                    <surname>Mumcu</surname>
                                    <given-names>Filiz</given-names>
                                </name>
                                                                    <aff>MANİSA CELÂL BAYAR ÜNİVERSİTESİ</aff>
                                                            </contrib>
                                                                                </contrib-group>
                        
                                        <pub-date pub-type="pub" iso-8601-date="20250519">
                    <day>05</day>
                    <month>19</month>
                    <year>2025</year>
                </pub-date>
                                                    <issue>64</issue>
                                        <fpage>123</fpage>
                                        <lpage>149</lpage>
                        
                        <history>
                                    <date date-type="received" iso-8601-date="20240216">
                        <day>02</day>
                        <month>16</month>
                        <year>2024</year>
                    </date>
                                                    <date date-type="accepted" iso-8601-date="20241202">
                        <day>12</day>
                        <month>02</month>
                        <year>2024</year>
                    </date>
                            </history>
                                        <permissions>
                    <copyright-statement>Copyright © 1996, Pamukkale Üniversitesi Eğitim Fakültesi Dergisi</copyright-statement>
                    <copyright-year>1996</copyright-year>
                    <copyright-holder>Pamukkale Üniversitesi Eğitim Fakültesi Dergisi</copyright-holder>
                </permissions>
            
                                                                                                <trans-abstract xml:lang="en">
                            <p>Mathematical thinking is critical to the maintenance of daily life and the development of science. This study examines the epistemological connection between mathematical and Computational Thinking (CT). Since CT involves the problem-solving process through thinking and computer science tools, it is thought to have an important relationship with mathematical thinking. In order to understand this relationship, mathematical modeling problems are addressed from a cognitive perspective in this study. Using a case study, a conceptual framework was developed by examining studies that attempt to integrate CT into mathematics education. In line with the framework, a professional development course was prepared and administered to a mathematics teacher. Subsequently, the relationship between the cognitive processes in the modeling process and the components of CT was examined. The study&#039;s findings revealed that (a) considering abstraction in the context of Piaget&#039;s abstraction theory is a more effective approach for understanding mathematical thinking, (b) more than one CT component can be identified at each stage of the modeling process, and no single component can be exclusively associated with a single stage, and (c) common and distinct thinking processes between mathematical thinking and CT were uncovered. These findings contribute to a more nuanced comprehension of the intricate interrelationships between mathematical thinking and cognitive flexibility.</p></trans-abstract>
                                                                                                                                    <abstract><p>Matematiksel düşünme, günlük yaşamın sürdürülmesinde ve bilimin gelişiminde kritik bir öneme sahiptir. Bu çalışmada, matematiksel düşünme ile Bilgi İşlemsel Düşünme (BİD) arasındaki epistemolojik bağlantı incelenmektedir. Çünkü BİD, problem çözme sürecini düşünme biçimi ve bilgisayar bilimi araçlarıyla ele aldığı için, matematiksel düşünmeyle önemli bir ilişkiye sahip olduğu düşünülmektedir. Bu ilişkinin anlaşılması için, çalışmada matematiksel modelleme problemleri bilişsel perspektifle ele alınmıştır. Durum çalışması araştırma deseni kullanılarak, matematik eğitimine BİD&#039;i entegre etmeye çalışan çalışmalar incelenmiş ve bir kavramsal çerçeve oluşturulmuştur. Oluşturulan çerçeve doğrultusunda bir mesleki gelişim kursu hazırlanmış ve bir matematik öğretmenine uygulanmıştır. Böylece modelleme sürecindeki bilişsel süreçler ile BİD bileşenleri arasındaki ilişki incelenmiştir. Araştırmanın bulgularına göre, (a) soyutlamanın Piaget’in soyutlama teorisi bağlamında ele alınmasının matematiksel düşünmeyi anlamada daha etkili olduğu, (b) modelleme sürecinde birden fazla BİD bileşeninin her aşamada açığa çıkabileceği ve herhangi bir bileşenin tek bir aşama ile ilişkilendirilemeyeceği belirlenmiş, (c) matematiksel düşünme ile BİD arasındaki ortak ve farklı düşünme süreçleri ortaya konmuştur. Bu bulgular, matematiksel düşünme ve BİD arasındaki karmaşık ilişkilerin daha derinlemesine anlaşılmasına katkı sağlamaktadır.</p></abstract>
                                                            
            
                                                                                        <kwd-group>
                                                    <kwd>Matematiksel düşünme</kwd>
                                                    <kwd>  Bilgi işlemsel düşünme</kwd>
                                                    <kwd>  Matematiksel modelleme</kwd>
                                            </kwd-group>
                            
                                                <kwd-group xml:lang="en">
                                                    <kwd>Mathematical thinking</kwd>
                                                    <kwd>  Computational thinking</kwd>
                                                    <kwd>  Mathematical modeling</kwd>
                                            </kwd-group>
                                                                                                                                        </article-meta>
    </front>
    <back>
                            <ref-list>
                                    <ref id="ref1">
                        <label>1</label>
                        <mixed-citation publication-type="journal">Aktaş, S. E. (2022). Investigation of mathematics teacher candidates&#039; mental actions related to information processing thinking in the process of technology supported mathematical modeling [Master&#039;s Thesis, Pamukkale University] National Thesis Center.</mixed-citation>
                    </ref>
                                    <ref id="ref2">
                        <label>2</label>
                        <mixed-citation publication-type="journal">Anđić, B., Mumcu, F., Tejera, M., Schmidthaler, E., &amp; Lavicza, Z. (2023). Unplugging math: Integrating computational thinking into mathematics education through poly-universe. In M. De Rossi, L. Hadjileontiadou, &amp; A. Ottaviano (Eds.), Proceedings of the Conference on Smart Learning Ecosystems and Regional Development (pp. 247–263). Springer. https://doi.org/10.1007/978-981-99-5540-4_15</mixed-citation>
                    </ref>
                                    <ref id="ref3">
                        <label>3</label>
                        <mixed-citation publication-type="journal">Barcelos, T. S., &amp; Silveira, I. F. (2012). Teaching computational thinking in initial series: An analysis of the confluence among mathematics and computer sciences in elementary education and its implications for higher education. In Proceedings of the XXXVIII Conferencia Latinoamericana en Informática (CLEI) (pp. 1–8). IEEE.</mixed-citation>
                    </ref>
                                    <ref id="ref4">
                        <label>4</label>
                        <mixed-citation publication-type="journal">Barefoot. (2014). Computational thinking. Barefoot.https://barefootcas.org.uk/ barefoot-primary-computing-resources/concepts/computational-thinking/</mixed-citation>
                    </ref>
                                    <ref id="ref5">
                        <label>5</label>
                        <mixed-citation publication-type="journal">Barr, D., Harrison, J., &amp; Conery, L. (2011). Computational thinking: A digital age skill for everyone. Learning &amp; Leading with Technology, 38(6), 20-23.</mixed-citation>
                    </ref>
                                    <ref id="ref6">
                        <label>6</label>
                        <mixed-citation publication-type="journal">Blum, W., &amp; Niss, M. (1989). Mathematical problem solving, modelling, applications, and links to other subjects: State, trends, and issues in mathematics instruction. In W. Blum, M. Niss, &amp; I. Huntley (Eds.), Modelling, applications and applied problem solving (pp. 1–21). Ellis Horwood.</mixed-citation>
                    </ref>
                                    <ref id="ref7">
                        <label>7</label>
                        <mixed-citation publication-type="journal">Borromeo Ferri, R. (2010). On the influence of mathematical thinking styles on learners’ modeling behavior. Journal für Mathematik-Didaktik, 31(1), 99-118.</mixed-citation>
                    </ref>
                                    <ref id="ref8">
                        <label>8</label>
                        <mixed-citation publication-type="journal">Bråting, K., &amp; Kilhamn, C. (2021). Exploring the intersection of algebraic and computational thinking. Mathematical Thinking and Learning, 23(2), 170–185.</mixed-citation>
                    </ref>
                                    <ref id="ref9">
                        <label>9</label>
                        <mixed-citation publication-type="journal">Brennan, K., &amp; Resnick, M. (2012). New frameworks for studying and assessing the development of computational thinking. Proceedings of the 2012 Annual Meeting of the American Educational Research Association (Vol. 1, p. 25). AERA.</mixed-citation>
                    </ref>
                                    <ref id="ref10">
                        <label>10</label>
                        <mixed-citation publication-type="journal">Cansu, F. K., &amp; Cansu, S. K. (2019). An overview of computational thinking. International Journal of Computer Science Education in Schools, 3(1), 17-30.</mixed-citation>
                    </ref>
                                    <ref id="ref11">
                        <label>11</label>
                        <mixed-citation publication-type="journal">Çetin, I., &amp; Dubinsky, E. (2017). Reflective abstraction in computational thinking. The Journal of Mathematical Behavior, 47, 70–80.</mixed-citation>
                    </ref>
                                    <ref id="ref12">
                        <label>12</label>
                        <mixed-citation publication-type="journal">CSTA &amp; ISTE. (2011). Computational thinking in K–12 education leadership toolkit.http://csta.acm.org/Curriculum/sub/CurrFiles/471.11CTLeadershiptToolkit-SP-vF.pdf</mixed-citation>
                    </ref>
                                    <ref id="ref13">
                        <label>13</label>
                        <mixed-citation publication-type="journal">Cui, Z., &amp; Ng, O. L. (2021). The interplay between mathematical and computational thinking in primary school students’ mathematical problem-solving within a programming environment. Journal of Educational Computing Research, 59(5), 988-1012.</mixed-citation>
                    </ref>
                                    <ref id="ref14">
                        <label>14</label>
                        <mixed-citation publication-type="journal">Çelik, D. (2016). Matematiksel düşünme. In E. Bingölbali, S. Arslan &amp; I. Zembat (Eds.), Matematik eğitiminde teoriler (pp. 17–42). Pegem Akademi.</mixed-citation>
                    </ref>
                                    <ref id="ref15">
                        <label>15</label>
                        <mixed-citation publication-type="journal">Deniz, G. (2020). The effect of using tinkercad in programming education on students&#039; information processing thinking skills and perceptions [Master&#039;s Thesis, Gazi University]. National Thesis Center.</mixed-citation>
                    </ref>
                                    <ref id="ref16">
                        <label>16</label>
                        <mixed-citation publication-type="journal">Denning, P. J. (2009). The profession of IT Beyond computational thinking. Communications of the ACM, 52(6), 28-30.</mixed-citation>
                    </ref>
                                    <ref id="ref17">
                        <label>17</label>
                        <mixed-citation publication-type="journal">Doruk, K. B., &amp; Umay, A. (2011). Matematiği günlük yaşama transfer etmede matematiksel modellemenin etkisi. Hacettepe Üniversitesi Eğitim Fakültesi Dergisi, 41(41), 124-135.</mixed-citation>
                    </ref>
                                    <ref id="ref18">
                        <label>18</label>
                        <mixed-citation publication-type="journal">Dreyfus, T. (2002). Advanced mathematical thinking processes. In D. Tall (Ed.), Advanced mathematical thinking (Vol. 11, pp. 25–41). Springer. https://doi.org/10.1007/0-306-47203-1_2</mixed-citation>
                    </ref>
                                    <ref id="ref19">
                        <label>19</label>
                        <mixed-citation publication-type="journal">Dubinsky, E. (1991). Constructive aspects of reflective abstraction in advanced mathematics. In A. Hirst &amp; K. Hirst (Eds.), Epistemological foundations of mathematical experience (pp. 160–187). Springer-Verlag.</mixed-citation>
                    </ref>
                                    <ref id="ref20">
                        <label>20</label>
                        <mixed-citation publication-type="journal">Ferri, R. B. (2006). Theoretical and empirical differentiations of phases in the modelling process. ZDM, 38, 86-95.</mixed-citation>
                    </ref>
                                    <ref id="ref21">
                        <label>21</label>
                        <mixed-citation publication-type="journal">Ferri, R. B. (2007). Modelling problems from a cognitive perspective. In Mathematical Modelling (pp. 260-270). Woodhead Publishing.</mixed-citation>
                    </ref>
                                    <ref id="ref22">
                        <label>22</label>
                        <mixed-citation publication-type="journal">Freudenthal, H. (1973). Mathematics as an educational task.  D. Reidel Publishing Company.</mixed-citation>
                    </ref>
                                    <ref id="ref23">
                        <label>23</label>
                        <mixed-citation publication-type="journal">Furber, S. (2012). Shut down or restart? The way forward for computing in UK schools. The Royal Society. https://royalsociety.org/education/ policy/ computing-in-schools/report/</mixed-citation>
                    </ref>
                                    <ref id="ref24">
                        <label>24</label>
                        <mixed-citation publication-type="journal">Gleasman, C., &amp; Kim, C. (2020). Pre-service teacher’s use of block-based programming and computational thinking to teach elementary mathematics. Digital Experiences in Mathematics Education, 6, 52-90.</mixed-citation>
                    </ref>
                                    <ref id="ref25">
                        <label>25</label>
                        <mixed-citation publication-type="journal">Gray, E., &amp; Tall, D. (1991). Duality, ambiguity, and flexibility in successful mathematical thinking. In Proceedings of the 18th Annual Meeting of the International Group for the Psychology of Mathematics Education (Vol. 2, pp. 72–79). PME.</mixed-citation>
                    </ref>
                                    <ref id="ref26">
                        <label>26</label>
                        <mixed-citation publication-type="journal">Güç, F. A., &amp; Baki, A. (2016). Matematiksel Modelleme Yeterliklerini Geliştirme ve Değerlendirme Yaklaşımlarının Sınıflandırılması 1. Turkish Journal of Computer and Mathematics Education, 7(3), 621.</mixed-citation>
                    </ref>
                                    <ref id="ref27">
                        <label>27</label>
                        <mixed-citation publication-type="journal">Gülbahar, Y. (2017). Bilgi işlemsel düşünme ve programlama konusunda değişim ve dönüşümler. In Y. Gülbahar (Ed.), Bilgi işlemsel düşünmeden programlamaya (pp. 395–410). Pegem Akademi.</mixed-citation>
                    </ref>
                                    <ref id="ref28">
                        <label>28</label>
                        <mixed-citation publication-type="journal">Hemmendinger, D. (2010). A plea for modesty. ACM Inroads, 1(2), 4–7. https://doi.org/10.1145/1805724.1805725</mixed-citation>
                    </ref>
                                    <ref id="ref29">
                        <label>29</label>
                        <mixed-citation publication-type="journal">Hershkowitz, R., Schwarz, B. B., &amp; Dreyfus, T. (2001). Abstraction in context: Epistemic actions. Journal for Research in Mathematics Education, 32(2), 195-222.</mixed-citation>
                    </ref>
                                    <ref id="ref30">
                        <label>30</label>
                        <mixed-citation publication-type="journal">Hıdıroğlu, Ç. N., &amp; Güzel, E. B. (2013). Matematiksel modelleme sürecini açıklayan farklı yaklaşımlar. Bartın Üniversitesi Eğitim Fakültesi Dergisi.</mixed-citation>
                    </ref>
                                    <ref id="ref31">
                        <label>31</label>
                        <mixed-citation publication-type="journal">Huang, W., Deng, Z., &amp; Rongsheng, D. (2009). Programming courses teaching method for ability enhancement of computational thinking. In 2009 International Association of Computer Science and Information Technology-Spring Conference (pp. 182–185). IEEE.</mixed-citation>
                    </ref>
                                    <ref id="ref32">
                        <label>32</label>
                        <mixed-citation publication-type="journal">Humphreys, S. (2015). Computational thinking: A guide for teachers. Computing at School. Charlotte BCS: The Chartered Institute for IT.</mixed-citation>
                    </ref>
                                    <ref id="ref33">
                        <label>33</label>
                        <mixed-citation publication-type="journal">Isoda, M., &amp; Katagiri, S. (2012). Introductory chapter: Problem solving approach to develop mathematical thinking. In M. Isoda &amp; S. Katagiri (Eds.), Mathematical thinking: How to develop it in the classroom (pp. 1–28). World Scientific.</mixed-citation>
                    </ref>
                                    <ref id="ref34">
                        <label>34</label>
                        <mixed-citation publication-type="journal">ISTE (2016). Computational thinking teacher resources. https://csta.acm.org/Curriculum/sub/CurrFiles/472.11CTTeacherResources_2ed-SPvF.pdf.</mixed-citation>
                    </ref>
                                    <ref id="ref35">
                        <label>35</label>
                        <mixed-citation publication-type="journal">Kaiser, G., &amp; Sriraman, B. (2006). A global survey of international perspectives on modelling in mathematics education. ZDM, 38(4), 302–310.</mixed-citation>
                    </ref>
                                    <ref id="ref36">
                        <label>36</label>
                        <mixed-citation publication-type="journal">Kalelioglu, F., Gulbahar, Y., &amp; Kukul, V. (2016). A framework for computational thinking based on a systematic research review. Baltic Journal of Modern Computing, 4(3), 583–596.</mixed-citation>
                    </ref>
                                    <ref id="ref37">
                        <label>37</label>
                        <mixed-citation publication-type="journal">Kallia, M., van Borkulo, S. P., Drijvers, P., Barendsen, E., &amp; Tolboom, J. (2021). Characterising computational thinking in mathematics education: a literature-informed Delphi study. Research in Mathematics Education, 23(2), 159-187.</mixed-citation>
                    </ref>
                                    <ref id="ref38">
                        <label>38</label>
                        <mixed-citation publication-type="journal">Kaup, C. F. (2022). Mapping the relations between computational thinking and mathematics in terms of problem-solving. Acta Didactica Norden, 16(4), 9185.</mixed-citation>
                    </ref>
                                    <ref id="ref39">
                        <label>39</label>
                        <mixed-citation publication-type="journal">Kilhamn, C., Bråting, K., Helenius, O., &amp; Mason, J. (2022). Variables in early algebra: exploring didactic potentials in programming activities. ZDM–Mathematics Education, 54(6), 1273-1288.</mixed-citation>
                    </ref>
                                    <ref id="ref40">
                        <label>40</label>
                        <mixed-citation publication-type="journal">Lesh, R., &amp; Lehrer, R. (2003). Models and modeling perspectives on the development of students and teachers. Mathematical Thinking and Learning, 5(2-3), 109-129.</mixed-citation>
                    </ref>
                                    <ref id="ref41">
                        <label>41</label>
                        <mixed-citation publication-type="journal">Li, Y., Schoenfeld, A. H., diSessa, A. A., Graesser, A. C., Benson, L. C., English, L. D., &amp; Duschl, R. A. (2020). Computational thinking is more about thinking than computing. Journal for STEM Education Research, 3, 1-18.</mixed-citation>
                    </ref>
                                    <ref id="ref42">
                        <label>42</label>
                        <mixed-citation publication-type="journal">Liu, J., &amp; Wang, L. (2010). Notice of retraction: Computational thinking in discrete mathematics. In 2010 Second International Workshop on Education Technology and Computer Science (Vol. 1, pp. 413–416). IEEE</mixed-citation>
                    </ref>
                                    <ref id="ref43">
                        <label>43</label>
                        <mixed-citation publication-type="journal">Lu, J. J., &amp; Fletcher, G. H. (2009). Thinking about computational thinking. In Proceedings of the 40th ACM Technical Symposium on Computer Science Education (pp. 260–264). ACM.</mixed-citation>
                    </ref>
                                    <ref id="ref44">
                        <label>44</label>
                        <mixed-citation publication-type="journal">Mason, J., Burton, L., &amp; Stacey, K. (2010). Thinking mathematically (Second Edition). Pearson Education Limited.</mixed-citation>
                    </ref>
                                    <ref id="ref45">
                        <label>45</label>
                        <mixed-citation publication-type="journal">Mumcu, F., Bardakçı, S., &amp; Lavicza, Z. (2023). Reimagining STEM: Booming computer science education as a component of STEM education. In Z. Lavicza, I. F. Rahmadi, S. Arkün-Kocadere, &amp; K. Fenyvesi (Eds.), STEAM-BOX: Empowering educators to integrate transdisciplinary STEAM practices in schools (pp. 72–92). Johannes Kepler Universität Linz. https://doi.org/10.35011/9783903480032</mixed-citation>
                    </ref>
                                    <ref id="ref46">
                        <label>46</label>
                        <mixed-citation publication-type="journal">Mumcu, F., Kidiman, E., &amp; Özdinç, F. (2023). Integrating Computational Thinking into Mathematics Education through an Unplugged Computer Science Activity. Journal of Pedagogical Research, 7(2), 72-92.</mixed-citation>
                    </ref>
                                    <ref id="ref47">
                        <label>47</label>
                        <mixed-citation publication-type="journal">Piaget, J. (2001). In (R.L. Campell, Ed.) Studies in reflecting abstraction (1st ed.). Psychology Press. https://doi.org/10.4324/9781315800509</mixed-citation>
                    </ref>
                                    <ref id="ref48">
                        <label>48</label>
                        <mixed-citation publication-type="journal">Pólya, G. (1945). How to Solve It, Princeton University Press.</mixed-citation>
                    </ref>
                                    <ref id="ref49">
                        <label>49</label>
                        <mixed-citation publication-type="journal">Román-González, M., Pérez-González, J. C., &amp; Jiménez-Fernández, C. (2017). Which cognitive abilities underlie computational thinking? Criterion validity of the Computational Thinking Test. Computers in human behavior, 72, 678-691.</mixed-citation>
                    </ref>
                                    <ref id="ref50">
                        <label>50</label>
                        <mixed-citation publication-type="journal">Sarıtepeci, M., &amp; Durak, H. (2017). Analyzing the effect of block and robotic coding activities on computational thinking in programming education. In I. Koleva &amp; G. Duman (Eds.), Educational research and practice (pp. 490–501). St. Kliment Ohridski University Press.</mixed-citation>
                    </ref>
                                    <ref id="ref51">
                        <label>51</label>
                        <mixed-citation publication-type="journal">Schoenfeld, A. H. (1982). Measures of problem-solving performance and of problem-solving instruction. Journal for Research in Mathematics Education, 13(1), 31-49.</mixed-citation>
                    </ref>
                                    <ref id="ref52">
                        <label>52</label>
                        <mixed-citation publication-type="journal">Selby, C., &amp; Woollard, J. (2013). Computational thinking: The developing definition. In Proceedings of the Special Interest Group on Computer Science Education (SIGCSE).</mixed-citation>
                    </ref>
                                    <ref id="ref53">
                        <label>53</label>
                        <mixed-citation publication-type="journal">Shute, V. J., Sun, C., &amp; Asbell-Clarke, J. (2017). Demystifying computational thinking. Educational Research Review, 22, 142-158.</mixed-citation>
                    </ref>
                                    <ref id="ref54">
                        <label>54</label>
                        <mixed-citation publication-type="journal">Sneider, C., Stephenson, C., Schafer, B., &amp; Flick, L. (2014). Exploring the science framework and NGSS: Computational thinking in the science classroom. Science Scope, 38(3), 10.</mixed-citation>
                    </ref>
                                    <ref id="ref55">
                        <label>55</label>
                        <mixed-citation publication-type="journal">Tall, D. (1995). Cognitive growth in elementary and advanced mathematical thinking. In L. Meira &amp; D. Carraher (Eds.), Proceedings of the 19th International Conference for the Psychology of Mathematics Education (Vol. 1, pp. 1–61).</mixed-citation>
                    </ref>
                                    <ref id="ref56">
                        <label>56</label>
                        <mixed-citation publication-type="journal">Tall, D. (1999). Reflections on APOS theory in elementary and advanced mathematical thinking. In Proceedings of the 23 rd Conference of the International Group for the Psychology of Mathematics Education (Vol. 1, pp. 148-155).</mixed-citation>
                    </ref>
                                    <ref id="ref57">
                        <label>57</label>
                        <mixed-citation publication-type="journal">Tekdal, M. (2021). Trends and development in research on computational thinking. Education and Information Technologies, 26(5), 6499-6529.</mixed-citation>
                    </ref>
                                    <ref id="ref58">
                        <label>58</label>
                        <mixed-citation publication-type="journal">Van Oers, B. (2001). Contextualisation for abstraction. Cognitive Science Quarterly, 1(3), 279-305.</mixed-citation>
                    </ref>
                                    <ref id="ref59">
                        <label>59</label>
                        <mixed-citation publication-type="journal">Wing, J. (2011). Research notebook: Computational thinking-What and why. The Link Magazine, 6, 20-23.</mixed-citation>
                    </ref>
                                    <ref id="ref60">
                        <label>60</label>
                        <mixed-citation publication-type="journal">Wing, J. M. (2006). Computational thinking. Communications of the ACM, 49(3), 33-35.</mixed-citation>
                    </ref>
                                    <ref id="ref61">
                        <label>61</label>
                        <mixed-citation publication-type="journal">Wing, J. M. (2008). Computational thinking and thinking about computing. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 366(1881), 3717-3725.</mixed-citation>
                    </ref>
                                    <ref id="ref62">
                        <label>62</label>
                        <mixed-citation publication-type="journal">Wing, J. M. (2014, January 10). Computational thinking benefits society. 40th Anniversary Blog Of Social İssues in Computing. http://socialissues.cs.toronto.edu/index.html%3Fp=279.html</mixed-citation>
                    </ref>
                                    <ref id="ref63">
                        <label>63</label>
                        <mixed-citation publication-type="journal">Yadav, A., Mayfield, C., Zhou, N., Hambrusch, S., &amp; Korb, J. T. (2014). Computational thinking in elementary and secondary teacher education. ACM Transactions on Computing Education (TOCE), 14(1), 1-16.</mixed-citation>
                    </ref>
                                    <ref id="ref64">
                        <label>64</label>
                        <mixed-citation publication-type="journal">Yeşildere, S., &amp; Türnüklü, E. B. (2008). Investigation of knowledge construction processes of primary eighth grade students according to their mathematical strengths. Journal of Uludag University Faculty of Education, 21(2), 485-510.</mixed-citation>
                    </ref>
                                    <ref id="ref65">
                        <label>65</label>
                        <mixed-citation publication-type="journal">Yıldırım, A., &amp; Şimşek, H. (2008). Sosyal bilimlerde nitel araştırma yöntemleri. Seçkin Yayınevi.</mixed-citation>
                    </ref>
                                    <ref id="ref66">
                        <label>66</label>
                        <mixed-citation publication-type="journal">Yıldız, B. (2017). Disiplinlerarası öğretim yaklaşımı: Bilgi işlemsel düşünme ve FeTeMM. In Y. Gülbahar (Ed.), Bilgi işlemsel düşünmeden programlamaya (pp. 319–336). Pegem Akademi.</mixed-citation>
                    </ref>
                                    <ref id="ref67">
                        <label>67</label>
                        <mixed-citation publication-type="journal">Zembat, I. (2016). Piaget’ye göre soyutlama ve çeşitleri. In E. Bingölbali, S. Arslan, &amp; I. Zembat (Eds.), Matematik eğitiminde teoriler (pp. 448-458). Pegem Akademi.</mixed-citation>
                    </ref>
                            </ref-list>
                    </back>
    </article>
