Araştırma Makalesi
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Matematiksel Modelleme Etkinlikleri ile Tasarlanan Öğretim Sürecinde Ortaokul Öğrencilerinin Matematiksel Modelleme Yeterliklerindeki Değişimin İncelenmesi

Yıl 2025, Cilt: 19 Sayı: 1, 248 - 287, 27.06.2025
https://doi.org/10.17522/balikesirnef.1607445

Öz

Bu çalışmanın amacı, matematiksel modelleme etkinlikleri ile tasarlanan öğretim sürecinin ortaokul yedinci sınıf öğrencilerinin matematiksel modelleme yeterliklerini nasıl etkilediğini belirlemektir. Araştırmada karma yöntem araştırma desenlerinden iç içe (gömülü) desen benimsenmiştir. Araştırmanın çalışma grubu bir devlet okulunun ortaokul yedinci sınıf düzeyinde öğrenim gören 27 öğrenciden oluşmaktadır. Katılımcılar, amaçlı örnekleme yöntemlerinden kolay ulaşılabilir durum örnekleme yöntemiyle oluşturulmuştur. 10 hafta süren uygulama sürecinde veri toplama aracı olarak araştırmacı tarafından geliştirilen ve açık uçlu sorulardan oluşan görüş formu ile dokuz matematiksel modelleme etkinliği kullanılmıştır. Bu etkinliklerden üçü ön test ve son testte kullanılmış, geri kalan altı etkinlik ise, uygulama sürecinde kullanılmıştır. Nicel veriler analiz edilirken, Wilcoxon işaretli sıralar testi kullanılmıştır. Nitel verilerin analizinde ise betimsel analiz kullanılmıştır. Elde edilen sonuçlara göre, uygulama süreci boyunca öğrenciler en çok problemi anlama ve matematiksel olarak çalışma basamağında gelişim gösterirken, en az gelişimi yorumlama ve doğrulama basamağında göstermişlerdir. Öğrencilerin matematik ile ilişki kurabileceği ortamların yaratılması ve bu ortamlarda matematiksel modelleme problemlerinin mümkün olduğunca öğrencilerin dikkatini çekecek şekilde tasarlanmasının önemli olduğu düşünülmektedir.

Kaynakça

  • Albayrak, E., & Çiltaş, A. (2017). Descriptive content analysis of mathematical modeling research published in the field of mathematics education in Turkey. International Journal of Turkish Education Sciences, 9, 258-283. https://dergipark.org.tr/tr/download/article-file/836333
  • Alkan, Y., & Aydın, M. (2021). Investigating the change in middle school students’ mathematical modeling competencies according to their reading comprehension skills levels. Journal of Theoretical Educational Science, 14(4), 605-637. https://doi.org/10.30831/akukeg.892457
  • Berry, J., & Davies, A. (1996). Written reports. In C. R. Haines and S. Dunthorne (Eds.), Mathematics learning and assessment: Sharing innovative practices. Arnold.
  • Blum, W. (2002). ICMI Study 14: Application and modelling in mathematics education-discussion document. Educational Studies in Mathematics, 51(1/2), 149-171. https://www.jstor.org/stable/pdf/3483110.pdf
  • Blum, W., & Borromeo Ferri, R. (2009). Mathematical modeling: Can it be taught and learnt?. Journal of Mathematical Modeling and Application, 1(1), 45-58. https://eclass.uoa.gr/modules/document/file.php/MATH601/3rd%20%26%204rth%20unit/3rd%20unit_Modelling%20cycle.pdf
  • Borromeo Ferri, R. (2006). Theoretical and empirical differentiations of phases in the modelling process. The International Journal on Mathematics Education, 38(2), 86-95. https://doi.org/10.1007/BF02655883
  • Büyüköztürk, Ş. (2016). Sosyal bilimler için veri analizi el kitabı (22. baskı). Pegem.
  • Creswell, J. W., & Plano Clark, V. L. (2018). Karma yöntem araştırmaları: Tasarımı ve yürütülmesi. (Y. Dede ve S. B. Demir, Ed.). Anı.
  • Çepni, S. (2010). Araştırma ve proje çalışmalarına giriş (5. baskı). Celepler Matbaacılık.
  • Çora, A. (2018). The examination i̇n solving problem competence with authentic mathematical modeling activities of seventh grade students i̇n the middle school (Publication No. 514761) [Master’s thesis, Eskişehir Osmangazi University]. Council of Higher Education Thesis Center.
  • Deniz, D. (2014). The sufficiency of high school mathematics teachers' to elicit and apply activities apropriate to mathematical modelling method (Publication No. 381626) [Doctoral dissertation, Atatürk University]. Council of Higher Education Thesis Center.
  • Didiş Kabar, M. G., & İnan, M. (2018). Investigating seventh grade students’ mathematization processes and mathematical models: the lawnmower problem. Turkish Journal of Computer and Mathematics Education, 9(2), 339-366. https://doi.org/10.16949/turkbilmat.408698
  • Doerr, H. M. (1997). Experiment, simulation and analysis: An integrated instructional approach to the concept of force. International Journal of Science Education, 19(3), 265-282. https://doi.org/10.1080/0950069970190302
  • Doruk, B. K. (2010). The effects of mathematical modeling on transferring mathematics into daily life (Publication No. 265182) [Doctoral dissertation, Hacettepe University]. Council of Higher Education Thesis Center.
  • English, L. D. (2006). Mathematical modeling in the primary school: Children’s construction of a consumer guide. Educational Studies in Mathematics, 63(3), 303-323. https://doi.org/10.1007/s10649-005-9013-1
  • English, L. D., & Watters, J. (2004). Mathematical modelling in the early school years. Mathematics Education Research Journal, 16(3), 58-79. https://doi.org/10.1007/BF03217401
  • Fox, J. (2006). A justification for mathematical modelling experiences in the preparatory classroom. In P. Grootenboer, R. Zevenbergen, and M. Chinnappan (Eds.), Proceedings 29th Annual Conference of the Mathematics Education Research Group of Australasia (pp. 221-228). Canberra, MERGA. https://eprints.qut.edu.au/4920/1/4920.pdf
  • Galbraith, P., & Stillman, G. (2006). A framework for identifying student blockages during transitions in the modelling process. Zentralblatt für Didaktik der Mathematik-ZDM, 38(2), 143-162. https://doi.org/10.1007/BF02655886
  • Hıdıroğlu, Ç. N., Tekin Dede, A., Kula, S., & Bukova Güzel, E. (2014). Examining students’ solutions regarding the comet problem in the frame of mathematical modeling process. Mehmet Akif Ersoy University Journal of Education Faculty, 31, 1-17. https://dergipark.org.tr/tr/download/article-file/181421
  • İnan Tutkun, M., & Didiş Kabar, M. G. (2018). Mathematical modeling in the middle schools: experiences of 7th grade students with the weather problem. Adıyaman University Journal of Educational Sciences, 8(Special Issue), 23-52. https://doi.org/10.17984/adyuebd.456200
  • Johnson, B., & Christensen, L. (2014). Eğitim araştırmaları: Nitel, nicel ve karma yaklaşımlar (S. B. Demir, Çev.). Eğiten Kitap.
  • Kaiser, G. (2020). Mathematical modelling and applications in education. In S. Lerman (Ed.), Encyclopedia of mathematics education (pp. 553-561). Springer. https://doi.org/10.1007/978-3-030-15789-0_101
  • Kaiser, G., & Maaß, K. (2007). Modelling in lower secondary mathematics classrooms – problems and opportunities. In W. Blum, P. L. Galbraith, H.-W. Henn, & M. Niss (Eds.), Modelling and applications in mathematics education: The 14th ICMI study (pp. 99–108). Springer.
  • Kaya, D., & Keşan, C. (2022). Mathematical modelling processes of elementary mathematics teacher candidates: an example of waste of water. Van Yüzüncü Yıl University Journal of Education, 19(3), 1068-1097. https://doi.org/10.33711/yyuefd.1177845
  • Kertil, M. (2008). Investigating problem solving ability of pre-service mathematics teachers in modeling process (Publication No. 221516) [Master’s thesis, Marmara University]. Council of Higher Education Thesis Center.
  • Kılıç, Z. (2020). Development and implementation of mathematical modeling activities in the context of connecting with different disciplines: The sample of middle school students (Publication No. 638822) [Master’s thesis, Dicle University]. Council of Higher Education Thesis Center.
  • Lesh, R. A., & Doerr, H. (2003). Foundations of model and modelling perspectives on mathematic teaching and learning. In R. A. Lesh, And H. Doerr (Eds.), Beyond constructivism: a models and modelling perspectives on mathematics teaching, learning and problem solving (pp. 3-33). Lawrance Erlbauum.
  • Maaß, K. (2005). Barriers and opportunities for the ıntegration of modelling in mathematic classes- results of an empirical study. Teaching Mathematics and its Applications, 24(2-3), 61-74. https://doi.org/10.1093/teamat/hri019
  • Maaß, K. (2006). What are modelling competencies? Zentralblatt für Didaktik der Mathematik- ZDM, 38, 113-142. https://doi.org/10.1007/BF02655885 Mason, J. (1988). Modelling: What do we really want pupils to learn?. In D. Pimm (Ed.), Mathematics, teachers and children. (pp. 201-215). Hodder & Stoughton.
  • Miles, M. B., & Huberman, A. M. (1994). Qualitative data analysis: An expanded sourcebook. Sage.
  • Ministry of National Education [MoNE]. (2018a). Matematik dersi öğretim programı (İlkokul ve ortaokul 1, 2, 3, 4, 5, 6, 7 ve 8. sınıflar). https://ttkb.meb.gov.tr
  • Ministry of National Education [MoNE]. (2018b). Matematik uygulamaları dersi öğretim programı (Ortaokul ve imam hatip ortaokulu 5, 6, 7 ve 8. sınıflar). https://ttkb.meb.gov.tr
  • Özgen, K., & Şeker, İ. (2020). Investigation of the skill developments of 6th grade students in different mathematical modeling. Millî Eğitim Journal, 50(230), 329-358. https://doi.org/10.37669/milliegitim.680760
  • Sarı Uzun, H., Ergene, Ö., & Masal, E. (2023). Investigation of mathematical modelling processes of fifth grade students: we are going to the mathematics village model-eliciting activity. Kocaeli University Journal of Education, 6(2), 494-521. http://doi.org/10.33400/kuje.1316782
  • Şahin, N., & Eraslan, A. (2016). Modeling processes of primary school students: The Crime problem. Education and Science, 41(183), 47-67. https://doi.org/10.15390/EB.2016.6011
  • Şahin, N., & Eraslan, A. (2017). Cognitive modeling competencies of third-year middle school students: The reading contest problem. Necatibey Faculty of Education Electronic Journal of Science and Mathematics Education, 11(2), 19-51. https://doi.org/10.17522/balikesirnef.373135
  • Tekin Dede, A. (2017). Examination of the relationship between modelling competencies and class level and mathematics achievement. Elemantary Education Online, 16(3), 1201-1219. https://doi.org/10.17051/ilkonline.2017.330251
  • Tekin Dede, A., & Bukova Güzel, E. (2014). Model oluşturma etkinlikleri: Kuramsal yapısı ve bir örneği. Ondokuz Mayıs University Journal of Education Faculty, 33(1), 95-111. https://doi.org/10.7822/omuefd.214869
  • Tekin Dede, A., & Yılmaz, S. (2013). Examination of primary mathematics student teachers’ modelling competencies. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 4(3), 185-206. https://doi.org/10.16949/turcomat.90044
  • Tekin Dede, A., & Yılmaz, S. (2015). How to improve the modeling competence of sixth grade students. International Journal of New Trends in Arts, Sports & Science Education, 4(1), 49-63.
  • Voskoglou, M. G. (2006). The use of mathematical modelling as a tool for learning mathematics. Quaderni di Ricerca in Didattica, 16, 53-60. https://sites.unipa.it/grim/quad16_voskoglou_06.pdf
  • Yıldırım, A., & Şimşek, H. (2016). Sosyal bilimlerde nitel araştırma yöntemleri (10. baskı). Seçkin.

Investigating the Change in Mathematical Modeling Competencies of Middle School Students During the Educational Process Designed with Mathematical Modeling Activities

Yıl 2025, Cilt: 19 Sayı: 1, 248 - 287, 27.06.2025
https://doi.org/10.17522/balikesirnef.1607445

Öz

This study aims to determine how the teaching process designed with mathematical modeling activities affects the mathematical modeling competencies of seventh grade middle school students. The embedded design, one of the mixed methods research designs, was adopted. The embedded design was adopted, one of the mixed methods research designs. The research participants consisted of 27 students studying at the seventh grade level of a middle school. During the 10-week implementation process, an opinion form consisting of open-ended questions and nine mathematical modeling activities developed by the researcher were used as data collection tools. Three of these activities were used for the pretest and posttest, and the remaining six were used in the implementation process. When analyzing quantitative data, the Wilcoxon signed-rank test was used. In the analysis of qualitative data, descriptive analysis was used. According to the results, during the implementation process, students showed the most improvement in understanding the problem and studying mathematically. In contrast, they showed the slightest improvement in the interpretation and verification stages. It is thought that it is essential to constitute environments where students can establish relationships with mathematics and to design mathematical modeling problems in these environments to attract students’ attention as much as possible.

Kaynakça

  • Albayrak, E., & Çiltaş, A. (2017). Descriptive content analysis of mathematical modeling research published in the field of mathematics education in Turkey. International Journal of Turkish Education Sciences, 9, 258-283. https://dergipark.org.tr/tr/download/article-file/836333
  • Alkan, Y., & Aydın, M. (2021). Investigating the change in middle school students’ mathematical modeling competencies according to their reading comprehension skills levels. Journal of Theoretical Educational Science, 14(4), 605-637. https://doi.org/10.30831/akukeg.892457
  • Berry, J., & Davies, A. (1996). Written reports. In C. R. Haines and S. Dunthorne (Eds.), Mathematics learning and assessment: Sharing innovative practices. Arnold.
  • Blum, W. (2002). ICMI Study 14: Application and modelling in mathematics education-discussion document. Educational Studies in Mathematics, 51(1/2), 149-171. https://www.jstor.org/stable/pdf/3483110.pdf
  • Blum, W., & Borromeo Ferri, R. (2009). Mathematical modeling: Can it be taught and learnt?. Journal of Mathematical Modeling and Application, 1(1), 45-58. https://eclass.uoa.gr/modules/document/file.php/MATH601/3rd%20%26%204rth%20unit/3rd%20unit_Modelling%20cycle.pdf
  • Borromeo Ferri, R. (2006). Theoretical and empirical differentiations of phases in the modelling process. The International Journal on Mathematics Education, 38(2), 86-95. https://doi.org/10.1007/BF02655883
  • Büyüköztürk, Ş. (2016). Sosyal bilimler için veri analizi el kitabı (22. baskı). Pegem.
  • Creswell, J. W., & Plano Clark, V. L. (2018). Karma yöntem araştırmaları: Tasarımı ve yürütülmesi. (Y. Dede ve S. B. Demir, Ed.). Anı.
  • Çepni, S. (2010). Araştırma ve proje çalışmalarına giriş (5. baskı). Celepler Matbaacılık.
  • Çora, A. (2018). The examination i̇n solving problem competence with authentic mathematical modeling activities of seventh grade students i̇n the middle school (Publication No. 514761) [Master’s thesis, Eskişehir Osmangazi University]. Council of Higher Education Thesis Center.
  • Deniz, D. (2014). The sufficiency of high school mathematics teachers' to elicit and apply activities apropriate to mathematical modelling method (Publication No. 381626) [Doctoral dissertation, Atatürk University]. Council of Higher Education Thesis Center.
  • Didiş Kabar, M. G., & İnan, M. (2018). Investigating seventh grade students’ mathematization processes and mathematical models: the lawnmower problem. Turkish Journal of Computer and Mathematics Education, 9(2), 339-366. https://doi.org/10.16949/turkbilmat.408698
  • Doerr, H. M. (1997). Experiment, simulation and analysis: An integrated instructional approach to the concept of force. International Journal of Science Education, 19(3), 265-282. https://doi.org/10.1080/0950069970190302
  • Doruk, B. K. (2010). The effects of mathematical modeling on transferring mathematics into daily life (Publication No. 265182) [Doctoral dissertation, Hacettepe University]. Council of Higher Education Thesis Center.
  • English, L. D. (2006). Mathematical modeling in the primary school: Children’s construction of a consumer guide. Educational Studies in Mathematics, 63(3), 303-323. https://doi.org/10.1007/s10649-005-9013-1
  • English, L. D., & Watters, J. (2004). Mathematical modelling in the early school years. Mathematics Education Research Journal, 16(3), 58-79. https://doi.org/10.1007/BF03217401
  • Fox, J. (2006). A justification for mathematical modelling experiences in the preparatory classroom. In P. Grootenboer, R. Zevenbergen, and M. Chinnappan (Eds.), Proceedings 29th Annual Conference of the Mathematics Education Research Group of Australasia (pp. 221-228). Canberra, MERGA. https://eprints.qut.edu.au/4920/1/4920.pdf
  • Galbraith, P., & Stillman, G. (2006). A framework for identifying student blockages during transitions in the modelling process. Zentralblatt für Didaktik der Mathematik-ZDM, 38(2), 143-162. https://doi.org/10.1007/BF02655886
  • Hıdıroğlu, Ç. N., Tekin Dede, A., Kula, S., & Bukova Güzel, E. (2014). Examining students’ solutions regarding the comet problem in the frame of mathematical modeling process. Mehmet Akif Ersoy University Journal of Education Faculty, 31, 1-17. https://dergipark.org.tr/tr/download/article-file/181421
  • İnan Tutkun, M., & Didiş Kabar, M. G. (2018). Mathematical modeling in the middle schools: experiences of 7th grade students with the weather problem. Adıyaman University Journal of Educational Sciences, 8(Special Issue), 23-52. https://doi.org/10.17984/adyuebd.456200
  • Johnson, B., & Christensen, L. (2014). Eğitim araştırmaları: Nitel, nicel ve karma yaklaşımlar (S. B. Demir, Çev.). Eğiten Kitap.
  • Kaiser, G. (2020). Mathematical modelling and applications in education. In S. Lerman (Ed.), Encyclopedia of mathematics education (pp. 553-561). Springer. https://doi.org/10.1007/978-3-030-15789-0_101
  • Kaiser, G., & Maaß, K. (2007). Modelling in lower secondary mathematics classrooms – problems and opportunities. In W. Blum, P. L. Galbraith, H.-W. Henn, & M. Niss (Eds.), Modelling and applications in mathematics education: The 14th ICMI study (pp. 99–108). Springer.
  • Kaya, D., & Keşan, C. (2022). Mathematical modelling processes of elementary mathematics teacher candidates: an example of waste of water. Van Yüzüncü Yıl University Journal of Education, 19(3), 1068-1097. https://doi.org/10.33711/yyuefd.1177845
  • Kertil, M. (2008). Investigating problem solving ability of pre-service mathematics teachers in modeling process (Publication No. 221516) [Master’s thesis, Marmara University]. Council of Higher Education Thesis Center.
  • Kılıç, Z. (2020). Development and implementation of mathematical modeling activities in the context of connecting with different disciplines: The sample of middle school students (Publication No. 638822) [Master’s thesis, Dicle University]. Council of Higher Education Thesis Center.
  • Lesh, R. A., & Doerr, H. (2003). Foundations of model and modelling perspectives on mathematic teaching and learning. In R. A. Lesh, And H. Doerr (Eds.), Beyond constructivism: a models and modelling perspectives on mathematics teaching, learning and problem solving (pp. 3-33). Lawrance Erlbauum.
  • Maaß, K. (2005). Barriers and opportunities for the ıntegration of modelling in mathematic classes- results of an empirical study. Teaching Mathematics and its Applications, 24(2-3), 61-74. https://doi.org/10.1093/teamat/hri019
  • Maaß, K. (2006). What are modelling competencies? Zentralblatt für Didaktik der Mathematik- ZDM, 38, 113-142. https://doi.org/10.1007/BF02655885 Mason, J. (1988). Modelling: What do we really want pupils to learn?. In D. Pimm (Ed.), Mathematics, teachers and children. (pp. 201-215). Hodder & Stoughton.
  • Miles, M. B., & Huberman, A. M. (1994). Qualitative data analysis: An expanded sourcebook. Sage.
  • Ministry of National Education [MoNE]. (2018a). Matematik dersi öğretim programı (İlkokul ve ortaokul 1, 2, 3, 4, 5, 6, 7 ve 8. sınıflar). https://ttkb.meb.gov.tr
  • Ministry of National Education [MoNE]. (2018b). Matematik uygulamaları dersi öğretim programı (Ortaokul ve imam hatip ortaokulu 5, 6, 7 ve 8. sınıflar). https://ttkb.meb.gov.tr
  • Özgen, K., & Şeker, İ. (2020). Investigation of the skill developments of 6th grade students in different mathematical modeling. Millî Eğitim Journal, 50(230), 329-358. https://doi.org/10.37669/milliegitim.680760
  • Sarı Uzun, H., Ergene, Ö., & Masal, E. (2023). Investigation of mathematical modelling processes of fifth grade students: we are going to the mathematics village model-eliciting activity. Kocaeli University Journal of Education, 6(2), 494-521. http://doi.org/10.33400/kuje.1316782
  • Şahin, N., & Eraslan, A. (2016). Modeling processes of primary school students: The Crime problem. Education and Science, 41(183), 47-67. https://doi.org/10.15390/EB.2016.6011
  • Şahin, N., & Eraslan, A. (2017). Cognitive modeling competencies of third-year middle school students: The reading contest problem. Necatibey Faculty of Education Electronic Journal of Science and Mathematics Education, 11(2), 19-51. https://doi.org/10.17522/balikesirnef.373135
  • Tekin Dede, A. (2017). Examination of the relationship between modelling competencies and class level and mathematics achievement. Elemantary Education Online, 16(3), 1201-1219. https://doi.org/10.17051/ilkonline.2017.330251
  • Tekin Dede, A., & Bukova Güzel, E. (2014). Model oluşturma etkinlikleri: Kuramsal yapısı ve bir örneği. Ondokuz Mayıs University Journal of Education Faculty, 33(1), 95-111. https://doi.org/10.7822/omuefd.214869
  • Tekin Dede, A., & Yılmaz, S. (2013). Examination of primary mathematics student teachers’ modelling competencies. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 4(3), 185-206. https://doi.org/10.16949/turcomat.90044
  • Tekin Dede, A., & Yılmaz, S. (2015). How to improve the modeling competence of sixth grade students. International Journal of New Trends in Arts, Sports & Science Education, 4(1), 49-63.
  • Voskoglou, M. G. (2006). The use of mathematical modelling as a tool for learning mathematics. Quaderni di Ricerca in Didattica, 16, 53-60. https://sites.unipa.it/grim/quad16_voskoglou_06.pdf
  • Yıldırım, A., & Şimşek, H. (2016). Sosyal bilimlerde nitel araştırma yöntemleri (10. baskı). Seçkin.
Toplam 42 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Matematik Eğitimi
Bölüm Makaleler
Yazarlar

Recep Dinç 0000-0002-5088-6933

Mehmet Aydın 0000-0002-0718-8662

Yayımlanma Tarihi 27 Haziran 2025
Gönderilme Tarihi 25 Aralık 2024
Kabul Tarihi 10 Haziran 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 19 Sayı: 1

Kaynak Göster

APA Dinç, R., & Aydın, M. (2025). Investigating the Change in Mathematical Modeling Competencies of Middle School Students During the Educational Process Designed with Mathematical Modeling Activities. Necatibey Faculty of Education Electronic Journal of Science and Mathematics Education, 19(1), 248-287. https://doi.org/10.17522/balikesirnef.1607445