Perceived Creativity Fostering Teacher Behavior and Student Engagement in Statistic Course: Academic Self Efficacy as Mediator
(1) Universitas Indonesia, Indonesia
(2) Universitas Indonesia, Indonesia
(3) Universitas Indonesia, Indonesia
(4) Universitas Indonesia, Indonesia
(5) Universitas Indonesia, Indonesia
(6) Universitas Indonesia, Indonesia
Abstract
Students avoid statistics class because they believe it is tough, however, the topic will be easier to understand if they participate in the learning process. The purpose of this research is to discover the relationship between perceived creativity fostering teacher behavior and student engagement, as well as the role of academic self-efficacy as a mediator in statistics courses for undergraduate psychology students. This is a quantitative study that uses mediation analysis. The data was collected using the University Student Engagement Inventory, the Perceived Creativity Fostering Teacher Index, and the College Academic Self-Efficacy Scale, with 533 participants. The participant criteria were Bachelor of Psychology students who had completed and passed the Statistics course no more than three semesters before filling out the survey questionnaire. The findings reveal that the perceived creativity fostering teacher behavior has an effect on SE through the academic self-efficacy variable. However, because perceived creativity fostering teacher behavior can directly influence self-efficacy, there is a partial mediation effect between variables. This study implies that one way to improve students' involvement in statistics learning is to increase perceived creativity fostering teacher behavior and self-efficacy.
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Adiyo, R. (2010). Beberapa faktor psikologis yang mempengaruhi prestasi belajar mahasiswa di bidang statistika 1 & 2 [Undergraduated Thesis, UIN Syarif Hidayatullah].
Alsa, A. (2011). Pengaruh metode belajar Team Assited Individualization terhadap prestasi belajar statistika pada mahasiswa Psikologi. Jurnal Psikologi UGM, 38(1), 130310.
Ansong, D., Okumu, M., Bowen, G. L., Walker, A. M., & Eisensmith, S. R. (2017). The role of parent, classmate, and teacher support in student engagement: Evidence from Ghana. International Journal of Educational Development, 54, 51–58. https://doi.org/10.1016/j.ijedudev.2017.03.010
Beaton, D. E., Bombardier, C., Guillemin, F., & Ferraz, M. B. (2000). Guidelines for the process of cross-cultural adaptation of self-report measures. In SPINE, 25(24).
Bockmier-Sommers, D., Chen, C. C., & Martsch, M. (2017). Student perception of teacher empathy, high regard, and genuineness and the impact on student engagement. e-mentor, 3(70), 66-72.
Castro, S., Granlund, M., & Almqvist, L. (2017). The relationship between classroom quality-related variables and engagement levels in Swedish preschool classrooms: a longitudinal study. European Early Childhood Education Research Journal, 25(1), 122–135. https://doi.org/10.1080/1350293X.2015.1102413
Chang, D., & Chien, W. (2015). Determining the relationship between academic self-efficacy and student engagement by meta-analysis. In 2015 International Conference on Education Reform and Modern Management (pp. 142-145). Atlantis Press.
Chen, P. S. D., Lambert, A. D., & Guidry, K. R. (2010). Engaging online learners: The impact of Web-based learning technology on college student engagement. Computers and Education, 54(4), 1222–1232. https://doi.org/10.1016/j.compedu.2009.11.008
Chong, W. H., Liem, G. A. D., Huan, V. S., Kit, P. L., & Ang, R. P. (2018). Student perceptions of self-efficacy and teacher support for learning in fostering youth competencies: Roles of affective and cognitive engagement. Journal of Adolescence, 68, 1–11. https://doi.org/10.1016/j.adolescence.2018.07.002
Coates, H. (2005). The value of student engagement for higher education quality assurance. In Quality in Higher Education (Vol. 11, Issue 1, pp. 25–36). https://doi.org/10.1080/13538320500074915
Coates, H. (2010). Development of the Australasian survey of student engagement (AUSSE). Higher Education, 60(1), 1–17. https://doi.org/10.1007/s10734-009-9281-2
Cooper, K. S. (2014). Eliciting engagement in the high school classroom: A mixed-methods examination of teaching practices. American Educational Research Journal, 51(2), 363–402. https://doi.org/10.3102/0002831213507973
Cropley, A. J. (1997). Fostering creativity in the classroom: General principles. The creativity research handbook, 1(84.114), 1-46.
DeVito, M. (2016). Factors influencing student engagement. http://digitalcommons.sacredheart.edu/edl
Elias, S. M., & MacDonald, S. (2007). Using past performance, proxy efficacy, and academic selfâ€efficacy to predict college performance. Journal of Applied Social Psychology, 37(11), 2518-2531.
Farrell, O., & Brunton, J. (2020). A balancing act: a window into online student engagement experiences. International Journal of Educational Technology in Higher Education, 17(1). https://doi.org/10.1186/s41239-020-00199-x
Firmansyah, M. A. (2017). Analisis hambatan belajar mahasiswa pada mata kuliah statistika. JPPM (Jurnal Penelitian dan Pembelajaran Matematika), 10(2).
Fried, M. N. (2006). Mathematics as a constructive activity: Learners generating examples. ZDM, 38(2), 209–211. https://doi.org/10.1007/BF02655890
Gilboy, M. B., Heinerichs, S., & Pazzaglia, G. (2015). Enhancing student engagement using the flipped classroom. Journal of Nutrition Education and Behavior, 47(1), 109–114.
Golder, J. (2018). Students’ perceptions on teacher behaviour at college level. International Education & Research Journal (IERJ), 4(6), 13-14.
Gravetter, F. J. & Forzano, L. B. (2016). Research methods for the behavioral sciences (5th ed.). Cengage Learning.
Grégoire, J. (2016). Understanding creativity in mathematics for improving mathematical education. Journal of Cognitive Education and Psychology, 15(1), 24–36. https://doi.org/10.1891/1945-8959.15.1.24
Gunuc, S., & Kuzu, A. (2015). Confirmation of Campus-Class-Technology Model in student engagement: A path analysis. Computers in Human Behavior, 48, 114–125. https://doi.org/10.1016/j.chb.2015.01.041
Havik, T., & Westergård, E. (2020). Do teachers matter? Students’ perceptions of classroom interactions and student engagement. Scandinavian journal of educational research, 64(4), 488-507.
Helsa, H., & Lidiawati, K. R. (2021). peran self efficacy terhadap student engagement pada mahasiswa dalam pandemi covid 19. Psibernetika, 14(2). https://doi.org/10.30813/psibernetika.v14i2.2887
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55.
Ifdil, I., Bariyyah, K., Dewi, A. K., & Rangka, I. B. (2019). The College Academic Self-Efficacy Scale (CASES); An Indonesian validation to measure the self-efficacy of students. Jurnal Kajian Bimbingan Dan Konseling, 4(4), 115–121. https://doi.org/10.17977/um001v4i42019p115
Jankowska, M., & Atlay, M. (2008). Use of creative space in enhancing students’ engagement. Innovations in Education and Teaching International, 45(3), 271–279. https://doi.org/10.1080/14703290802176162
Januchowski-Hartley, S. R., Sopinka, N., Merkle, B. G., Lux, C., Zivian, A., Goff, P., & Oester, S. (2018). Poetry as a Creative Practice to Enhance Engagement and Learning in Conservation Science. BioScience. https://doi.org/10.1093/biosci/biy105
Kahu, E., Stephens, C., Leach, L., & Zepke, N. (2015). Linking academic emotions and student engagement: mature-aged distance students’ transition to university. Journal of Further and Higher Education, 39(4), 481–497. https://doi.org/10.1080/0309877X.2014.895305
Kaplan, R. M., & Saccuzzo, D. P. (2017). Psychological testing: Principles, applications, and issues. Cengage Learning
Kinzie, J., Gonyea, R., Kuh, G. D., Umbach, P., Blaich, C., & Korkmaz, A. (2007). The relationship between gender and student engagement in college. Association for the Study of Higher Education Annual Conference.
Klem, A. M., & Connell, J. P. (2004). Relationships matter: Linking teacher support to student engagement and achievement. Journal of school health, 74, 262-273.
Kong, Q.-P., Wong, N.-Y., & Lam, C.-C. (2003). Student Engagement in Mathematics: Development of Instrument and Validation of Construct (1). In Mathematics Education Research Journal, 15(1).
Krause, K. L., & Coates, H. (2008). Students’ engagement in first-year university. Assessment and Evaluation in Higher Education, 33(5), 493–505. https://doi.org/10.1080/02602930701698892
Lawson, M. A., & Lawson, H. A. (2013). New Conceptual Frameworks for Student Engagement Research, Policy, and Practice. Review of Educational Research, 83(3), 432–479. https://doi.org/10.3102/0034654313480891
Lee, I. R., & Kemple, K. (2014). Preservice Teachers’ Personality Traits and Engagement in Creative Activities as Predictors of Their Support for Children’s Creativity. Creativity Research Journal, 26(1), 82–94. https://doi.org/10.1080/10400419.2014.873668
Linnenbrink, E. A., & Pintrich, P. R. (2003). The role of self-efficacy beliefs in student engagement and learning in the classroom. Reading and Writing Quarterly, 19(2), 119–137. https://doi.org/10.1080/10573560308223
Liu, C. C., Chen, Y. C., & Diana Tai, S. J. (2017). A social network analysis on elementary student engagement in the networked creation community. Computers and Education, 115, 114–125. https://doi.org/10.1016/j.compedu.2017.08.002
Maroco, J., Maroco, A. L., Campos, J. A. D. B., & Fredricks, J. A. (2016). University student’s engagement: development of the University Student Engagement Inventory (USEI). Psicologia: Reflexão e CrÃtica, 29(1), 21. https://doi.org/10.1186/s41155-016-0042-8
Owen, S. V., & Froman, R. D. (1988). Development of a College Academic Self-Efficacy Scale.
Petegem, K., Aelterman, A., Rosseel, Y., & Creemers, B. (2007). Student perception as moderator for student wellbeing. Social Indicators Research, 83(3), 447–463. https://doi.org/10.1007/s11205-006-9055-5
Pramisjayanti, D., & Khoirunnisa, R. N. (2022). Hubungan antara self-efficacy dengan student engagement pada siswa smp x kelas viii selama masa pandemi covid-19. Character: Jurnal Penelitian Psikologi, 9(1).
Qonita, I., Dahlan, T. H., & Damaianti, L. F. (2021). Stres akademik sebagai mediator kontribusi konsep diri akademik terhadap keterlibatan mahasiswa dalam perkuliahan daring. Persona:Jurnal Psikologi Indonesia, 10(1), 119–132. https://doi.org/10.30996/persona.v10i1.4531
Rands, M. L., & Gansemer-Topf, A. M. (2017). The room itself is active: How classroom design impacts student engagement. In Journal of Learning Spaces (Vol. 6).
Redmond, P., Abawi, L. A., Brown, A., Henderson, R., & Heffernan, A. (2018). An online engagement framework for higher education. Online Learning Journal, 22(1), 183–204. https://doi.org/10.24059/olj.v22i1.1175
Regier, P., & Savic, M. (2020). How teaching to foster mathematical creativity may impact student self-efficacy for proving. The Journal of Mathematical Behavior, 57, 100720.
Schermelleh-Engel, K., Moosbrugger, H., & Müller, H. (2003). Evaluating the Fit of Structural Equation Models: Tests of Significance and Descriptive Goodness-of-Fit Measures. In Methods of Psychological Research Online, 8(2).
Setiamurti, A., Salim, R. M. A., Mangunsong, F. M., Safitri, S., Mufidah, A. A., & Normawati, M. (2023). Academic Motivation, Perceived Creativity Fostering Teacher Behavior, and Student Engagement in Online Statistics Course of Indonesian Undergraduates: An Investigation of Relations and Predictability. Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran, 9(2).
Soh, K. C. (2000). Indexing creativity fostering teacher behavior: A preliminary validation study. Journal of Creative Behavior, 34(2), 118–134. https://doi.org/10.1002/j.2162-6057.2000.tb01205.x
Sun, Y., Liu, R. De, Oei, T. P., Zhen, R., Ding, Y., & Jiang, R. (2020). Perceived parental warmth and adolescents’ math engagement in China: The mediating roles of need satisfaction and math self-efficacy. Learning and Individual Differences, 78, 101837. https://doi.org/10.1016/J.LINDIF.2020.101837
Tao, Y., Meng, Y., Gao, Z., & Yang, X. (2022). Perceived teacher support, student engagement, and academic achievement: a meta-analysis. Educational Psychology, 42(4), 401-420.
Ulpah, M. (2009). Belajar statistika: Mengapa dan bagaimana?. INSANIA: Jurnal Pemikiran Alternatif Kependidikan, 14(3), 325-435..
Wahyuni, L. D., & Muzdalifah, F. (2010). Persepsi Mahasiswa Terhadap Komunikasi Antarpribadi Dosen Pembimbing Skripsi Dalam Proses Bimbingan Skripsi. Perspektif Ilmu Pendidikan, 22(XIII), 176-182.
Widiasani, A. (2012). Handbook of Student Engagement. https://www.researchgate.net/publication/310773130
Widyastuti, T., Bagaskara, R. S., & Zahrin, A. L. (2022). efektivitas metode tutor sebaya di mata kuliah statistika pada mahasiswa psikologi. Refleksi Edukatika: Jurnal Ilmiah Kependidikan, 13(1), 1-9.
Wong, Z. Y., & Liem, G. A. D. (2022). Student Engagement: Current State of the Construct, Conceptual Refinement, and Future Research Directions. In Educational Psychology Review (Vol. 34, Issue 1, pp. 107–138). Springer. https://doi.org/10.1007/s10648-021-09628-3
Zepke, N., Leach, L., & Butler, P. (2014). Student engagement: students' and teachers' perceptions. Higher Education Research & Development, 33(2), 386-398.
Zhang, K., Wu, S., Xu, Y., Cao, W., Goetz, T., & Parks-Stamm, E. J. (2021). Adaptability Promotes Student Engagement Under COVID-19: The Multiple Mediating Effects of Academic Emotion. Frontiers in Psychology, 11.
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