Effect of Problem-Based STEM Activities on 7th Grade Students' Mathematics Achievements, Attitudes, Anxiety, Self-Efficacy and Views


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Authors

  • Yavuz MACUN
  • Cemalettin IŞIK

DOI:

https://doi.org/10.33200/ijcer.1008456

Keywords:

STEM, Self-efficacy towards mathematics, 21st Century skills, Mathematics achievement, Problem-Based STEM activities and interest

Abstract

This study investigates the effect of problem-based STEM (Science, Technology, Engineering, Mathematics) activities on 7th-grade students’ mathematics achievement, attitude, anxiety, self-efficacy, interest, and views. At the same time, the effects of these activities on students' anxiety, self-efficacy towards mathematics, and interest in STEM occupations were also examined. The study sample, which was selected using the convenience sampling method, consisted of 115 7th grade students of a public middle school in Turkey. In the quantitative phase of the research, a quasi-experimental research model with pre-test and post-test control group was used to determine the students’ mathematics achievement, attitudes, anxiety, self-efficacy towards mathematics and interests in STEM careers. In the qualitative phase semi-structured interview was used to understand students’ views on problem-based STEM activities and mathematics lessons in the qualitative part. Within the scope of the research, 6 different problem-based STEM activities related to ratio-proportion and percentages were applied to the experimental group students. The data collected from both groups before and after the implementation process were analyzed with descriptive statistics, independent samples t-test, and paired sample t-test. The results showed that problem-based STEM activities affect students’ mathematics achievement, self-efficacy, and interest in mathematics. It also helps students reducing their mathematics anxiety.

Author Biographies

Yavuz MACUN

This study was produced from Yavuz Macun's master's thesis and was funded by the Erciyes University Scientific Research Projects Unit with the project code SYL-2019-8749

Corresponding Author: Yavuz Macun, yavuzmacun@gmail.com

Yavuz MACUN
T.C. MİLLİ EĞİTİM BAKANLIĞI
0000-0003-4983-2601
Türkiye

Cemalettin IŞIK

Cemalettin IŞIK
ERCİYES ÜNİVERSİTESİ
0000-0001-6326-0043
Türkiye

References

• Afriana, J., Permanasari, A. & Fitriani, A. (2016). Project Based Learning Integrated to Stem to Enhance Elementary School's Students Scientific Literacy. Jurnal Pendidikan IPA Indonesia, 5(2), 261-267.

• Aiken, L.R. (1974). Two scales of attitude toward mathematics. Journal for Research in Mathematics Education, 5(2), 67-71.

• Akdağ, F. T. (2017). STEM Uygulamalarının Öğrencilerin Akademik Başarı, Bilimsel Süreç ve Yaşam Becerileri Üzerine Etkisi [Effect of STEM applications on academic achievement, scientific process and life skills]. Unpublished Doctoral Dissertation, Samsun: Ondokuz Mayıs University.

• Alıcı, M. (2018). Probleme dayalı öğrenme ortamında STEM eğitiminin tutum, kariyer algı ve meslek ilgisine etkisi ve öğrenci görüşleri [Effect of STEM applications on academic achievement, scientific process and life skills]. Unpublished Master Thesis, Kırıkkale: Kırıkkale University.

• Aydagül, B. & Terzioğlu, T. (2014). Bilim, teknoloji, mühendislik ve matematiğin önemi. [Importance of science, technology, engineering and mathematics]. TÜSİAD Görüş Dergisi, 85, 13-19.

• Aydın, G., Saka, M. & Guzey, S. (2017). 4-8. sınıf öğrencilerinin fen, teknoloji, mühendislik, matematik (STEM=FETEMM) tutumlarının incelenmesi [Science, Technology, Engineering, Mathematic (STEM) Attitude Levels In Grades 4th - 8th]. Mersin Üniversitesi Eğitim Fakültesi Dergisi, 13(2), 787-802.

• Ayotola, A. & Adedeji, T. (2009). The relationship between mathematics self-efficacy and achievement in mathematics. Procedia-Social and Behavioral Sciences, 1(1), 953-957.

• Balbağ. M. Z. & Yenilmez. K. (2016). Fen bilgisi ve ilköğretim matematik öğretmeni adaylarının STEM’e yönelik tutumları [The STEM attitudes of prospective science and middle school mathematics teachers]. Eğitim ve Öğretim Araştırmaları Dergisi. 5(4), 301-307.

• Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84, 191-21.

• Bandura, A. (1986). The explanatory and predictive scope of self-efficacy theory. Journal of Social and Clinical Psychology, 4(3), 359-373.

• Bandura, A. (Ed.). (1995). Self-efficacy in changing societies. Cambridge University Press.

• Ben-Chaim, D., Fey, J. T., Fitzgerald, W. M., Benedetto, C. & Miller, J. (1998). Proportional reasoning among 7th-grade students with different curricular experiences. Educational Studies in Mathematics, 36(3), 247-273.

• Benešová, A. & Tupa, J. (2017). Requirements for Education and Qualification of People in Industry 4.0. Procedia Manufacturing 11. 2195-2202.

• Bindak, R. (2005). İlköğretim Öğrencileri İçin Matematik Kaygı Ölçeği. F. Ü. Fen ve Mühendislik Bilimleri Dergisi, 17(2), 442-448.

• Büyüköztürk, Ş., Çakmak, E., Akgün, Ö., Karadeniz, Ş. ve Demirel, F. (2013). Bilimsel Araştırma Yöntemleri [Scientific Research Methods]. Ankara: Pegem Akademi Yayınları.

• Bybee, R. W. (2010). The teaching of science: 21st-century perspectives. NSTA Press.

• Çorlu, M. S., Capraro, R. M. & Capraro, M. M. (2014). Introducing STEM education: Implications for educating our teachers for the age of innovation. Eğitim ve Bilim, 39(171).

• Çorlu, M. S. & Çallı, E. (2017). STEM Kuram ve Uygulamalarıyla Fen, Teknoloji, Mühendislik ve Matematik Eğitimi, Öğretmenler İçin Temel Kılavuz [Science, Technology, Engineering and Mathematics Education with STEM Theories and Practices, Basic Guide for Teachers]. İstanbul: Pusula Yayıncılık.

• Degenhart, S. H., Wingenbach, G. J., Dooley, K. E., Lindner, J. R., Mowen, D. L. & Johnson, L. (2007). Middle school students' attitudes toward pursuing careers in science, technology, engineering, and math. NACTA Journal, 52-59.

• Delen. İ. & Uzun. S. (2018). Matematik öğretmen adaylarının FeTeMM temelli tasarladıkları öğrenme ortamlarının değerlendirilmesi [Evaluating STEM Based Learning Environments Created by Mathematics Pre-Service Teachers]. Hacettepe Üniversitesi Eğitim Fakültesi Dergisi, 33(3), 617-630.

• Doğanay, K. (2018). Probleme Dayalı STEM Etkinlikleriyle Gerçekleştirilen Bilim Fuarlarının Ortaokul Öğrencilerinin Fen Bilimleri Dersi Akademik Başarılarına ve Fen Tutumlarına Etkisi [The effect of science festivals upon with problem based stem activities on the student's science attitudes and academic achievements]. Unpublished Master Thesis, Kastamonu: Kastamonu University.

• Dreger, R. M. & Aiken, L. R. (1957). The identification of number anxiety in a college population. Journal of Educational Psychology, 48, 344-351.

• Duatepe, A., Akkuş-Çıkla, O. & Kayhan, M. (2005). Orantısal akıl yürütme gerektiren sorularda öğrencilerin kullandıkları çözüm stratejilerinin soru türlerine göre değişiminin incelenmesi [An investigation on students’ solution strategies for different proportional reasoning items]. Hacettepe Üniversitesi Eğitim Fakültesi Dergisi, 28(1), 73- 81.

• Elçi, A. N. (2008). Öğrenme stillerine uygun olarak seçilen öğrenme yöntemlerinin öğrencinin başarısına, matematiğe yönelik tutumuna ve kaygısına etkileri [The effects of learning methods chosen in accordance to the learning styles on the achievements of the student,on his attitudes and his anxiety towards mathematics]. Unpublished Doctoral Dissertation, İzmir: Dokuz Eylül University.

• Eser, E. (2014). Küreselleşme süreci ve eğitime etkisi [Globalization Process and Its Effects on Education]. Anemon Muş Alparslan Üniversitesi Sosyal Bilimler Dergisi, 2(2), 211-224.

• Fraenkel, J., R., & Wallen, N., E. (2010). How to design and evaluate research in education. (7th ed.). McGraw-Hill, New York: NY.

• George, D. & Mallery, M. (2010). SPSS for Windows Step by Step: A Simple Guide and Reference, 17.0 update (10a ed.) Boston: Pearson.

• Gökbayrak, S. & Karışan, D. (2017b). Altıncı Sınıf Öğrencilerinin FeTeMM Temelli Etkinlikler Hakkındaki Görüşlerinin İncelenmesi [Exploration of Sixth Grade Students’ Views on STEMM Based Activities]. Alan Eğitimi Araştırmaları Dergisi (ALEG) 3(1), 25-40.

• Gravetter, F. & Wallnau, L. (2014). Essentials of Statistics for the Behavioral Sciences (8thed.). Belmont, CA: Wadsworth.

• Hacıömeroğlu, G. (2017). Matematiğe yönelik tutum ölçeği kısa formunun geçerlik ve güvenirlik çalışması [Reliability and Validity Study of the Attitude towards Mathematics Instruments Short Form]. Journal of Computer and Education Research, 5(9), 84-99.

• Hackett, G. & Betz, N. E. (1989). An exploration of the mathematics self-efficacy/mathematics performance correspondence. Journal for Research in Mathematics Education, 261-273.

• Haladyna, T., Shaughnessy, J. & Shaughnessy, J. M. (1983). A causal analysis of attitude toward mathematics. Journal for Research in Mathematics Education, 19-29.

• Hefty, L. J. (2015). STEM Gives Meaning to Mathematics. Teaching Children Mathematics, 21(7), 422-429.

• Hembree, R. (1990). The nature, effects, relief of mathematics anxiety. Journal for Research in Mathematics Education, 1, 33–46.

• Hossain, M. & Robinson, M. (2012). How to motivate US students to pursue STEM careers. US-China Education Review A, 2, 442–451.

• IEA. (2015). TIMSS 2015 International Results in Mathematics. Retrieved August 20, 2018, from http://timss2015.org/timss-2015/mathematics/student-achievement/

• Işıksal, M. & Aşkar, P. (2003). İlköğretim Öğrencileri İçin Matematik ve Bilgisayar Öz-Yeterlik Algısı Ölçekleri [The Scales of Perceived Mathematics and Computer Self-Efficacy for Elementary Students]. Hacettepe Üniversitesi Eğitim Fakültesi Dergisi, 25, 109-118.

• James, J. S. (2014). Science, technology, engineering, and mathematics (STEM) curriculum and seventh-grade mathematics and science achievement. Retrieved October 11, 2018 from https://search.proquest.com/docview/1520011923?accountid=13014/

• James, J. S. (2014). Science, technology, engineering, and mathematics (STEM) curriculum and seventh-grade mathematics and science achievement. Retrieved October 11, 2018 from https://search.proquest.com/docview/1520011923?accountid=13014/

• Kalın, G. (2010). İlköğretim Öğrencilerinin Matematik Tutumları, Öz yeterlikleri, Kaygıları ve Dersteki Başarılarının İncelenmesi [The examination of Elementary Studets’ Mathematics Attitudes, Self Efficiancy, Anxiety and Achievement]. Unpublished Master Thesis, Ankara: Başkent University.

• Karjanto, N. & Yong, S. T. (2013). Test anxiety in mathematics among early undergraduate students in a British university in Malaysia. European Journal of Engineering Education, 38(1), 11-37.

• Kennedy, T. J. & Odell, M. R. L. (2014). Engaging Students in STEM Education. Science Education International, 25(3), 246-258.

• Keşan, C. & Kaya, D. (2018). Mathematics and Science Self-Efficacy Resources as the Predictor of Academic Success. International Online Journal of Educational Sciences, 10(2), 45-58.

• Kier, M. W., Blanchard, M. R., Osborne, J. W. & Albert, J. L. (2014). The development of the STEM career interest survey (STEM-CIS). Research in Science Education, 44(3), 461-481.

• Koyunlu Ünlü, Z., Dökme, İ. ve Ünlü, V. (2016). Adaptation of the science, technology, engineering, and mathematics career interest survey (STEM-CIS) into Turkish. Eurasian Journal of Educational Research, 63, 21-36.

• Kurbanoğlu, N. İ. & Takunyacı, M. (2012). Lise öğrencilerinin matematik dersine yönelik kaygı, tutum ve özyeterlik inançları bazı değişkenlere göre incelenmesi [An investigation of the attitudes, anxieties and self-efficacy beliefs towards mathematics lessons high school students’ in terms of gender, types of school, and students’ grades]. Uluslararası İnsan Bilimleri Dergisi, 9(1), 110-130.

• Lent, R.W., Lopez, F.G. & Bieschke, K.J. (1991). Mathematics self-efficacy: Sources and relation to science-based career choice. Journal of Counselling Psychology, 38, 424-430.

• Lim, S. Y. & Chapman, O. (2013). Development of a short form of the attitudes toward mathematics inventory. Educational Studies in Mathematics, 82, 145-164.Luo, X., Wang, F. & Luo, Z. (2009). Investigation and analysis of mathematics anxiety in middle school students. Journal of Mathematics Education, 2(2), 12-19.

• Luo, X., Wang, F. & Luo, Z. (2009). Investigation and analysis of mathematics anxiety in middle school students. Journal of mathematics Education, 2(2), 12-19.

• McBride, J. & Silverman, F.L. (1991). Integrating elementary/middle school science and mathematics. School Science and Mathematics, 91, 285-292.

• McClain, M. L. (2015). The effect of STEM education on mathematics achievement of fourth-grade underrepresented minority students. Retrieved November 11, 2018 from https://search.proquest.com/docview/1728919094?accountid=13014/

• McDonald, C. V. (2016). STEM Education: A review of the contribution of the disciplines of STEM. Science Education International, 27(4), 530-569.

• Mohamed, L. & Waheed, H. (2011). Secondary students’ attitude towards mathematics in a selected school of Maldives. International Journal of Humanities and Social Science, 1(15), 277-281.

• Mohr‐Schroeder, M. J., Jackson, C., Miller, M., Walcott, B., Little, D. L., Speler, L. & Schroeder, D. C. (2014). Developing Middle School Students' Interests in STEM via Summer Learning Experiences: See Blue STEM Camp. School Science and Mathematics, 114(6), 291-301.

• MoNE. (2016). STEM Education Report. Retrieved from http://yegitek.meb.gov.tr/STEM_Egitimi_Raporu.pdf on July 26, 2018

• MoNE. (2017). STEM Education Teacher's Handbook. Retrieved from http://scientix.meb.gov.tr/images/upload/Event_35/Gallery/STEM%20E%C4%9Fitimi%20%C3%96%C4%9Fretmen%20El%20Kitab%C4%B1.pdf on July 26, 2018

• MoNE. (2018b). Mathematics Curriculum. Ankara.

• Morgan, G. A., Leech, N. L., Gloeckner, G. W., & Barrett, K. C. (2004). SPSS for introductory statistics: Use and interpretation. Psychology Press.

• National Council of Teachers of Mathematics (NCTM). (1989). Curriculum and Evaluation Standards for School Mathematics. Reston, VA.: The Council.

• Obama, B. (2009, November 23). Remarks by the president on the “Education to Innovate” Campaign. Retrieved July 22, 2018 from https://obamawhitehouse.archives.gov/photos-and-video/video/president-obama-kicks-educate-innovate#transcript/

• Öztürk, Y. A. & Şahin, Ç. (2015). Matematiğe ilişkin akademik başarı-özyeterlilik ve tutum arasındaki ilişkilerin belirlenmesi [Determining the Relationships between Academic Achievement, Self-Efficacy and Attitudes Towards Maths]. International Journal of Social Science, 31, 343-366.

• Pajares, F. & Miller, M. D. (1994). Role of self-efficacy and self-concept beliefs in mathematical problem solving: A path analysis. Journal of Educational Psychology, 86(2), 193.

• Ramaley, J. A. (2007). Facilitating change: Experience with the reform of STEM Education. Retrieved January 19, 2019 from http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1. 526.8592&rep=rep1&type=pdf./ Randolph, T. (1998). An assessment of mathematics anxiety in students from grades four through eight. Cambridge, MA: Cambridge Information Group.

• Rogers, C. & Portsmore, M. (2004). Bringing engineering to elementary school. Journal of STEM Education: Innovations & Research, 5.

• Sanders, M. (2009) STEM, STEM education, STEMmania. The Technology Teacher, 68(4), 20-26.

• Şahin, A., Ayar, M. C. & Adıgüzel, T. (2014). STEM Related After-School Program Activities and Associated Outcomes on Student Learning. Educational Sciences: Theory and Practice, 14(1), 309-322.

• Tapia, M. & Marsh, G. E., II. (2004). An instrument to measure mathematics attitudes. Academic Exchange Quarterly, 8(2), 16-21.

• TÜSİAD. (2014). STEM alanında eğitim almış işgücüne yönelik talep ve beklentiler araştırması [Demand and expectations research for the workforce trained in STEM]. Retrieved March 2, 2019 from https://tusiad.org/tr/yayinlar/raporlar/item/download/7014_d28ffa2adda423c6d3852cc01c965993/

• TÜSİAD. (2017). 2023’e Doğru Türkiye’de STEM Gereksinimi [STEM requirements towards 2023 in Turkey]. Retrieved March 2, 2019 from https://www.tusiadstem.org/images/raporlar/2017/STEM-Raporu-V7.pdf/

• Umay, A (2001). İlköğretim Matematik Öğretmenliği Programının Matematiğe Karşı Özyeterlik Algısına Etkisi [The Effect of The Primary School Mathematics Teaching Program on the Mathematics Self-Efficacy of Students]. Journal of Qafqaz University,8 Fall, Bakü, Azerbaycan.

• Vilorio, D. (2014). STEM 101: Intro to tomorrow’s jobs. Occupational Outlook Quarterly, 58(1), 2-12.

• Wigfield, A. & Meece, J. L. (1988). Math anxiety in elementary and secondary school students. Journal of Educational Psychology, 80(2), 210.

• Windschitl, M. (2009). Cultivating 21st Century Skills in Science Learners: How Systems of Teacher Preparation and Professional Development Will Have to Evolve. Paper commissioned by National Academy of Science’s Committee on The Development of 21st Century Skills. Washington, DC.

• Wyss, V. L., Heulskamp, D. & Siebert, C. J. (2012). Increasing middle school student interest in STEM careers with videos of scientists. International journal of environmental and science education, 7(4), 501-522.

• Yamak, H., Bulut, N. & Dündar, S. (2014). 5. sınıf öğrencilerinin bilimsel süreç becerileri ile Fen’e karşı tutumlarına FeTeMM etkinliklerinin etkisi [The Impact of STEM Activities on 5th Grade Students’ Scientific Process Skills and Their Attitudes Towards Science]. Gazi Üniversitesi Eğitim Fakültesi Dergisi, 34(2), 249-265.

• Yıldırım, B. (2013b). Amerika, AB Ülkeleri ve Türkiye’de STEM Eğitimi [STEM Education in US, EU Countries and Turkey.]. 22. Ulusal Eğitim Bilimleri Kongresi. Eskişehir: Osmangazi Üniversitesi.

• Yıldız, A. (2018). Endüstri 4.0 ve Akıllı Fabrikalar [Industry 4.0 and Smart Factories]. Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22(2), 546-556.

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Published

30.10.2022

How to Cite

MACUN, Y., & IŞIK, C. (2022). Effect of Problem-Based STEM Activities on 7th Grade Students’ Mathematics Achievements, Attitudes, Anxiety, Self-Efficacy and Views. International Journal of Contemporary Educational Research, 9(1), 87–102. https://doi.org/10.33200/ijcer.1008456

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