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Relationship between Scientific Reasoning and Scientific-Mathematical Content Knowledge in International General Certificate of Secondary Education and International Baccalaureate Diploma Programs

Year 2022, Volume: 22 Issue: 1, 50 - 67, 30.06.2022
https://doi.org/10.53629/sakaefd.736800

Abstract

Abstract. Scientific reasoning skills help students master scientific competencies, understand complex concepts, and equip them with the abilities to apply concepts and competencies in a variety of real-life contexts. These skills are important for students’ preparation to the international education programs. Since there are limited studies in the literature that examine the relationship between students’ content knowledge and scientific reasoning, especially in the international programs in secondary education, this research aims to investigate the extent to which the students’ achievement in the International General Certificate of Certificate (IGCSE) as well as students’ achievement in their science and mathematics courses in the International Baccalaureate Diploma Program (IBDP) correlate to the students’ scientific reasoning abilities. The research was conducted at a national school with IGCSE and IBDP programs. The study used Classroom Test of Scientific Reasoning (CTSR) to measure the scientific reasoning. The students’ performances in the CTSR and their levels of achievement in science and math in the IGCSE and IBDP were analyzed using Pearson’s correlation test and Kendall’s tau-b correlation test. The results revealed that there is a moderate correlation between scientific reasoning and content knowledge in science and mathematics.

References

  • Bao, L., Fang, K., Cai, T., Wang, J., Yang, L., Cui, L., Han, J., Ding, L. & Luo, J. (2009). Learning of content knowledge and development of scientific reasoning ability: A cross culture comparison. American Journal of Physics, 77(12), 1118–1123.
  • Bao, L., Xiao, Y., Koenig, K., & Han, J. (2018). Validity Evaluation of the Lawson Classroom Test of Scientific Reasoning. Physical Review Physics Education Research, 14(2) 1-19.
  • Bybee, R., Mccrae, B., & Laurie, R. (2009). PISA 2006: An Assessment of Scientific Literacy, 46(8), 865–883. https://doi.org/10.1002/tea.20333
  • Cracolice, M. S., & Busby, B. D. (2015). Preparation for College General Chemistry: More than Just a Matter of Content Knowledge Acquisition. Journal of Chemical Education, 92(11), 1790-1797.
  • Ding, L. (2018). Progression Trend of Scientific Reasoning from Elementary School to University: A Large-Scale Cross-Grade Survey among Chinese Students. International Journal of Science and Mathematics Education, 16(8), 1479-1498.
  • Ding, L., Wei, X., & Mollohan, K. (2016). Does Higher Education Improve Student Scientific Reasoning Skills? International Journal of Science and Mathematics Education, 14(4), 619-634.
  • Engelmann, K., Neuhaus, B.J, & Fischer, F. (2016). Fostering Scientific Reasoning in Education- -Meta-Analytic Evidence from Intervention Studies. Educational Research and Evaluation, 22(5-6), 333-349.
  • Fabby, C., & Koenig, K. (2015). Examining the Relationship of Scientific Reasoning with Physics Problem Solving. Journal of STEM Education: Innovations and Research, 16(4), 20-26.
  • Jensen, J. L., Neeley, S., Hatch, J. B., & Piorczynski, T. (2017). Learning Scientific Reasoning Skills May Be Key to Retention in Science, Technology, Engineering, and Mathematics. Journal of College Student Retention: Research, Theory & Practice, 19(2), 126-144.
  • Hanson, S. (2016). The Assessment of Scientific Reasoning Skills of High School Science Students: A Standardized Assessment Instrument, Illinois State University, Theses and Dissertations, Paper 506.
  • Hejnová, E., Eisenmann, P., Cihlár, J., & Pribyl, J. (2018). Relations between Scientific Reasoning, Culture of Problem Solving and Pupil's School Performance. Journal on Efficiency and Responsibility in Education and Science, 11(2), 38-44.
  • International Baccalaureate Organization (IBO). (2012). Subject guide: Sports, exercise and health science. Cardiff: International Baccalaureate.
  • International Baccalaureate Organization (IBO). (2015). Theory of knowledge guide. Cardiff: International Baccalaureate.
  • International General Certificate of Secondary Education (IGCSE), (2018). Cambridge Secondary 2, (November 2016). https://doi.org/10.1074/jbc.M108302200
  • Kuhn, D. (2011). What is scientific thinking and how does it develop?
  • Lawson, A., E., & Lawson, A. E. (2000). Classroom Test of Scientific Reasoning. Revised Edition Journal of Research in Science Teaching, 15(1), 11–24. Retrieved from http://www.public.asu.edu/~anton1/AssessArticles/Assessments/Mathematics Assessments/Scientific Reasoning Test.pdf
  • Rani, K. V. (2017). Reasoning Ability and Academic Achievement among Secondary School Students in Trivandrum. Journal on School Educational Technology, 13(2), 20-30.
  • Schiefer, J., Oschatz, K., Golle, J., Trautwein, U., & Tibus, M, (2016). Scientific Reasoning in Elementary School Children: Assessment of the Inquiry Cycle and Relations to Cognitive Abilities. Paper presented at the Annual Meeting of the American Educational Research Association, Washington, DC.
  • Stender, A., Schwichow, M., Zimmerman, C., & Härtig, H. (2018). Making Inquiry-Based Science Learning Visible: The Influence of CVS and Cognitive Skills on Content Knowledge Learning in Guided Inquiry. International Journal of Science Education, 40(15), 1812-1831.
  • Tabachnick, B. G., & Fidell, L. S. (2013). Using Multivariate Statistics (6th ed.). Boston, MA: Pearson.
  • Tajudin, N.M., & Chinnappan, M. (2015). Exploring Relationship between Scientific Reasoning Skills and Mathematics Problem Solving. Paper presented at the Annual Meeting of the Mathematics Education Research Group of Australasia (MERGA), Queensland, Australia.
  • Thompson, E. D., Bowling, B. V., & Markle, R. E. (2018). Predicting Student Success in a Major’s Introductory Biology Course via Logistic Regression Analysis of Scientific Reasoning Ability and Mathematics Scores. Research in Science Education, 48(1), 151-163.
  • Van der Graaf, J., Van de Sande, E., Gijsel, M., & Segers, E. (2019). A Combined Approach to Strengthen Children’s Scientific Thinking: Direct Instruction on Scientific Reasoning and Training of Teacher’s Verbal Support. International Journal of Science Education, 41(9), 1119-1138.
  • Van Niekerk, R. (2019). The Development of Scientific Reasoning of Preschool Children: Micro- Analysis of Mind-Material-Body Integration. South African Journal of Childhood Education, 9(1).
  • Wang, J., Bao, L., Cai, T., Koenig, K., Fang, K., Han, J.& Wu, N. (2009). Learning and scientific reasoning. Science, 323(5914), 586-587.
  • Wu, H.L., Weng, H.L., & She, H.C. (2016). Effects of Scaffolds and Scientific Reasoning Ability on Web-Based Scientific Inquiry. International Journal of Contemporary Educational Research. 3(1), 12-24.
  • Yanto, B.E., Subali, B., & Suyanto, S. (2019). Improving Students' Scientific Reasoning Skills through the Three Levels of Inquiry. International Journal of Instruction, 12(4), 689-704.

Uluslararası Genel Ortaöğretim Sertifikası ve Uluslararası Bakalorya Diploma Programlarında Bilimsel Akıl Yürütme ve Fen-Matematik Alan Bilgisi İlişkisi

Year 2022, Volume: 22 Issue: 1, 50 - 67, 30.06.2022
https://doi.org/10.53629/sakaefd.736800

Abstract

Öz. Bilimsel akıl yürütme becerileri, öğrencilerin bilimsel yeterliliklere hakim olmalarına, karmaşık kavramları anlamalarına ve bunları çeşitli gerçek yaşam bağlamlarında yetkin bir biçimde kullanmalarına yardımcı olur. Bu beceriler, öğrencilerin uluslararası öğretim programlara hazırlanması için önemlidir. Özellikle, ortaöğretimdeki uluslararası programlarda, alan bilgisi ve öğrencilerin bilimsel akıl yürütme arasındaki ilişkiyi inceleyen literatürde sınırlı sayıda çalışma olması sebebiyle, bu araştırma öğrencilerin Uluslararası Genel Ortaöğretim Sertifikası ve Uluslararası Bakalorya Diploma Programındaki (IBDP) fen ve matematik dersleri başarıları ile bilimsel akıl yürütme yetenekleri arasındaki ilişkiyi incelemeyi amaçlamaktadır. Araştırma IGCSE ve IBDP uygulayan ulusal bir okulda yürütülmüştür. Çalışmada bilimsel akıl yürütmeyi ölçmek için Sınıfiçi Bilimsel Akıl Yürütme (CTSR) kullanılmıştır. Öğrencilerin CTSR'deki performansları ile IGCSE ve IBDP'deki fen-matematik derslerindeki başarı düzeyleri Pearson korelasyon ve Kendall’ın tau-b korelasyon testi kullanılarak analiz edilmiştir. Sonuçlar, fen-matematik alan bilgisi ile bilimsel akıl yürütme arasında orta düzeyde bir ilişki olduğunu ortaya koymuştur.

References

  • Bao, L., Fang, K., Cai, T., Wang, J., Yang, L., Cui, L., Han, J., Ding, L. & Luo, J. (2009). Learning of content knowledge and development of scientific reasoning ability: A cross culture comparison. American Journal of Physics, 77(12), 1118–1123.
  • Bao, L., Xiao, Y., Koenig, K., & Han, J. (2018). Validity Evaluation of the Lawson Classroom Test of Scientific Reasoning. Physical Review Physics Education Research, 14(2) 1-19.
  • Bybee, R., Mccrae, B., & Laurie, R. (2009). PISA 2006: An Assessment of Scientific Literacy, 46(8), 865–883. https://doi.org/10.1002/tea.20333
  • Cracolice, M. S., & Busby, B. D. (2015). Preparation for College General Chemistry: More than Just a Matter of Content Knowledge Acquisition. Journal of Chemical Education, 92(11), 1790-1797.
  • Ding, L. (2018). Progression Trend of Scientific Reasoning from Elementary School to University: A Large-Scale Cross-Grade Survey among Chinese Students. International Journal of Science and Mathematics Education, 16(8), 1479-1498.
  • Ding, L., Wei, X., & Mollohan, K. (2016). Does Higher Education Improve Student Scientific Reasoning Skills? International Journal of Science and Mathematics Education, 14(4), 619-634.
  • Engelmann, K., Neuhaus, B.J, & Fischer, F. (2016). Fostering Scientific Reasoning in Education- -Meta-Analytic Evidence from Intervention Studies. Educational Research and Evaluation, 22(5-6), 333-349.
  • Fabby, C., & Koenig, K. (2015). Examining the Relationship of Scientific Reasoning with Physics Problem Solving. Journal of STEM Education: Innovations and Research, 16(4), 20-26.
  • Jensen, J. L., Neeley, S., Hatch, J. B., & Piorczynski, T. (2017). Learning Scientific Reasoning Skills May Be Key to Retention in Science, Technology, Engineering, and Mathematics. Journal of College Student Retention: Research, Theory & Practice, 19(2), 126-144.
  • Hanson, S. (2016). The Assessment of Scientific Reasoning Skills of High School Science Students: A Standardized Assessment Instrument, Illinois State University, Theses and Dissertations, Paper 506.
  • Hejnová, E., Eisenmann, P., Cihlár, J., & Pribyl, J. (2018). Relations between Scientific Reasoning, Culture of Problem Solving and Pupil's School Performance. Journal on Efficiency and Responsibility in Education and Science, 11(2), 38-44.
  • International Baccalaureate Organization (IBO). (2012). Subject guide: Sports, exercise and health science. Cardiff: International Baccalaureate.
  • International Baccalaureate Organization (IBO). (2015). Theory of knowledge guide. Cardiff: International Baccalaureate.
  • International General Certificate of Secondary Education (IGCSE), (2018). Cambridge Secondary 2, (November 2016). https://doi.org/10.1074/jbc.M108302200
  • Kuhn, D. (2011). What is scientific thinking and how does it develop?
  • Lawson, A., E., & Lawson, A. E. (2000). Classroom Test of Scientific Reasoning. Revised Edition Journal of Research in Science Teaching, 15(1), 11–24. Retrieved from http://www.public.asu.edu/~anton1/AssessArticles/Assessments/Mathematics Assessments/Scientific Reasoning Test.pdf
  • Rani, K. V. (2017). Reasoning Ability and Academic Achievement among Secondary School Students in Trivandrum. Journal on School Educational Technology, 13(2), 20-30.
  • Schiefer, J., Oschatz, K., Golle, J., Trautwein, U., & Tibus, M, (2016). Scientific Reasoning in Elementary School Children: Assessment of the Inquiry Cycle and Relations to Cognitive Abilities. Paper presented at the Annual Meeting of the American Educational Research Association, Washington, DC.
  • Stender, A., Schwichow, M., Zimmerman, C., & Härtig, H. (2018). Making Inquiry-Based Science Learning Visible: The Influence of CVS and Cognitive Skills on Content Knowledge Learning in Guided Inquiry. International Journal of Science Education, 40(15), 1812-1831.
  • Tabachnick, B. G., & Fidell, L. S. (2013). Using Multivariate Statistics (6th ed.). Boston, MA: Pearson.
  • Tajudin, N.M., & Chinnappan, M. (2015). Exploring Relationship between Scientific Reasoning Skills and Mathematics Problem Solving. Paper presented at the Annual Meeting of the Mathematics Education Research Group of Australasia (MERGA), Queensland, Australia.
  • Thompson, E. D., Bowling, B. V., & Markle, R. E. (2018). Predicting Student Success in a Major’s Introductory Biology Course via Logistic Regression Analysis of Scientific Reasoning Ability and Mathematics Scores. Research in Science Education, 48(1), 151-163.
  • Van der Graaf, J., Van de Sande, E., Gijsel, M., & Segers, E. (2019). A Combined Approach to Strengthen Children’s Scientific Thinking: Direct Instruction on Scientific Reasoning and Training of Teacher’s Verbal Support. International Journal of Science Education, 41(9), 1119-1138.
  • Van Niekerk, R. (2019). The Development of Scientific Reasoning of Preschool Children: Micro- Analysis of Mind-Material-Body Integration. South African Journal of Childhood Education, 9(1).
  • Wang, J., Bao, L., Cai, T., Koenig, K., Fang, K., Han, J.& Wu, N. (2009). Learning and scientific reasoning. Science, 323(5914), 586-587.
  • Wu, H.L., Weng, H.L., & She, H.C. (2016). Effects of Scaffolds and Scientific Reasoning Ability on Web-Based Scientific Inquiry. International Journal of Contemporary Educational Research. 3(1), 12-24.
  • Yanto, B.E., Subali, B., & Suyanto, S. (2019). Improving Students' Scientific Reasoning Skills through the Three Levels of Inquiry. International Journal of Instruction, 12(4), 689-704.
There are 27 citations in total.

Details

Primary Language English
Journal Section Articles
Authors

Dinçer Akış

Akin Metli 0000-0002-7117-9189

Early Pub Date June 29, 2022
Publication Date June 30, 2022
Submission Date May 13, 2020
Published in Issue Year 2022 Volume: 22 Issue: 1

Cite

APA Akış, D., & Metli, A. (2022). Relationship between Scientific Reasoning and Scientific-Mathematical Content Knowledge in International General Certificate of Secondary Education and International Baccalaureate Diploma Programs. Sakarya Üniversitesi Eğitim Fakültesi Dergisi, 22(1), 50-67. https://doi.org/10.53629/sakaefd.736800