The Impact of Student Engagement and Motivation in the Statistics Learning Process

Authors

  • Jitu Halomoan Lumbantoruan Universitas Kristen Indonesia

https://doi.org/10.17583/redimat.12884

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Abstract

The aim of the present exploratory study was to examine students’ situational engagement and motivation in the statistics classroom at Zayed University, in Dubai, United Arab Emirates (UAE). Two instruments were used for this purpose: a) experience sampling method (ESM), and b) the validated Mathematics Motivation Questionnaire (MMQ). This study employed two samples, at undergraduate level (2nd and 4th Semesters). Participants consisted of 100 students enrolled in Statistics I and Statistics II (Probability and Structure of Randomness). The results indicate that, apart from challenge and effort, emotional engagement is not significantly different across different activities. The results also indicate increases in intrinsic value and utility value and decreases in test anxiety. Finally, results indicate higher engagement and effort when social interaction is purposely planned and fostered, such as in small groups. On the contrary, individual class activities seem to generate slightly lower levels of engagement and effort. These findings have significant implications for educators and researchers who seek to enhance students' engagement and motivation in their statistics courses

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References

Adler, O., & Pansky, A. (2020). A “rosy view” of the past: Positive memory biases. In Cognitive Biases in Health and Psychiatric Disorders: Neurophysiological Foundations. Elsevier Inc. https://doi.org/10.1016/B978-0-12-816660-4.00007-6

Google Scholar Crossref

Alexander, S. P. H., Kelly, E., Marrion, N. V., Peters, J. A., Faccenda, E., Harding, S. D., Pawson, A. J., Sharman, J. L., Southan, C., Buneman, O. P., Cidlowski, J. A., Christopoulos, A., Davenport, A. P., Fabbro, D., Spedding, M., Striessnig, J., Davies, J. A., Abbracchio, M. P., Aldrich, R., … Zajac, J. M. (2017). THE CONCISE GUIDE TO PHARMACOLOGY 2017/18: Overview. British Journal of Pharmacology, 174(21 October 2017), S1–S16. https://doi.org/10.1111/bph.13882

Google Scholar Crossref

Bocquet, S., Dietrich, J. P., Schrabback, T., Bleem, L. E., Klein, M., Allen, S. W., Applegate, D. E., Ashby, M. L. N., Bautz, M., Bayliss, M., Benson, B. A., Brodwin, M., Bulbul, E., Canning, R. E. A., Capasso, R., Carlstrom, J. E., Chang, C. L., Chiu, I., Cho, H.-M., … Zenteno, A. (2019). Cluster Cosmology Constraints from the 2500 deg 2 SPT-SZ Survey: Inclusion of Weak Gravitational Lensing Data from Magellan and the Hubble Space Telescope. The Astrophysical Journal, 878(1), 1–25. https://doi.org/10.3847/1538-4357/ab1f10

Google Scholar Crossref

Bond, M., Buntins, K., Bedenlier, S., Zawacki-Richter, O., & Kerres, M. (2020). Mapping research in student engagement and educational technology in higher education: a systematic evidence map. International Journal of Educational Technology in Higher Education, 17(1), 1–30. https://doi.org/10.1186/s41239-019-0176-8

Google Scholar Crossref

Breland, H., Clark, C. M., Shaked, S., & Paquette-Smith, M. (2023). The Benefits of Participating in a Learning Assistant Program on the Metacognitive Awareness and Motivation of Learning Assistants. CBE Life Sciences Education, 22(3), 1–12. https://doi.org/10.1187/cbe.22-08-0156

Google Scholar Crossref

Degnan, J. R., Lindsey, B. D., Levitt, J. P., & Szabo, Z. (2020). The relation of geogenic contaminants to groundwater age, aquifer hydrologic position, water type, and redox conditions in Atlantic and Gulf Coastal Plain aquifers, eastern and south-central USA. Science of the Total Environment, 723(25 June 2020), 137835.1-15. https://doi.org/10.1016/j.scitotenv.2020.137835

Google Scholar Crossref

Dekker, T. J., Peebles, L. A., Bernhardson, A. S., Rosenberg, S. I., Murphy, C. P., Golijanin, P., & Provencher, M. T. (2020). Risk Factors for Recurrence After Arthroscopic Instability Repair—The Importance of Glenoid Bone Loss ’15%, Patient Age, and Duration of Symptoms: A Matched Cohort Analysis. American Journal of Sports Medicine, 48(12), 3036–3041. https://doi.org/10.1177/0363546520949840

Google Scholar Crossref

Eccles, J.S., Adler, T.F., Futterman, R., Goff, S.B., Kaczala, C.M., Meece, J.L., & Midgley, C. (1983). Expectancies, values, and academic behaviors. In J.T. Spence (Ed.), Achievement and achievement motivation (pp. 75-146). W.H. Freeman.

Google Scholar Crossref

Golden, C. D., Koehn, J. Z., Shepon, A., Passarelli, S., Free, C. M., Viana, D. F., Matthey, H., Eurich, J. G., Gephart, J. A., Fluet-Chouinard, E., Nyboer, E. A., Lynch, A. J., Kjellevold, M., Bromage, S., Charlebois, P., Barange, M., Vannuccini, S., Cao, L., Kleisner, K. M., … Thilsted, S. H. (2021). Aquatic foods to nourish nations. Nature, 598(7880), 315–320. https://doi.org/10.1038/s41586-021-03917-1

Google Scholar Crossref

Hilliard, J., Kear, K., Donelan, H., & Heaney, C. (2020). Students’ experiences of anxiety in an assessed, online, collaborative project. Computers and Education, 143(July 2019), 103675.1-15. https://doi.org/10.1016/j.compedu.2019.103675

Google Scholar Crossref

Hoogkamer, W., Kipp, S., Frank, J. H., Farina, E. M., Luo, G., & Kram, R. (2018). A Comparison of the Energetic Cost of Running in Marathon Racing Shoes. Sports Medicine, 48(4), 1009–1019. https://doi.org/10.1007/s40279-017-0811-2

Google Scholar Crossref

Hultberg, M. (2018). Effects of fungal-assisted algal harvesting through biopellet formation on pesticides in water. Biodegradation, 29(6), 557–565. https://doi.org/10.1007/s10532-018-9852-y

Google Scholar Crossref

Inkinen, J., Klager, C., Juuti, K., Schneider, B., Salmela-Aro, K., Krajcik, J., & Lavonen, J. (2020). High school students’ situational engagement associated with scientific practices in designed science learning situations. Science Education, 104(4), 667–692. https://doi.org/10.1002/sce.21570

Google Scholar Crossref

Juuti, K., Lavonen, J., Salonen, V., Salmela-Aro, K., Schneider, B., & Krajcik, J. (2021). A Teacher–Researcher Partnership for Professional Learning: Co-Designing Project-Based Learning Units to Increase Student Engagement in Science Classes. Journal of Science Teacher Education, 32(6), 625–641. https://doi.org/10.1080/1046560X.2021.1872207

Google Scholar Crossref

Kamalov, F., Pourghebleh, B., Gheisari, M., Liu, Y., & Moussa, S. (2023). Internet of Medical Things Privacy and Security: Challenges, Solutions, and Future Trends from a New Perspective. Sustainability, 15(4), 1–22. https://doi.org/10.3390/su15043317

Google Scholar Crossref

Komperda, R., Hosbein, K. N., Phillips, M. M., & Barbera, J. (2020). Investigation of evidence for the internal structure of a modified science motivation questionnaire II (mSMQ II): A failed attempt to improve instrument functioning across course, subject, and wording variants. Chemistry Education Research and Practice, 21(3), 893–907. https://doi.org/10.1039/d0rp00029a

Google Scholar Crossref

Kotler, S., Mannino, M., Kelso, S., & Huskey, R. (2022). First few seconds for flow: A comprehensive proposal of the neurobiology and neurodynamics of state onset. Neuroscience and Biobehavioral Reviews, 143(July), 104956.1-18. https://doi.org/10.1016/j.neubiorev.2022.104956

Google Scholar Crossref

Kundu, A. (2020). Toward a framework for strengthening participants’ self-efficacy in online education. Asian Association of Open Universities Journal, 15(3), 351–370. https://doi.org/10.1108/AAOUJ-06-2020-0039

Google Scholar Crossref

Liebowitz, D. D., & Porter, L. (2019). The Effect of Principal Behaviors on Student, Teacher, and School Outcomes: A Systematic Review and Meta-Analysis of the Empirical Literature. Review of Educational Research, 89(5), 785–827. https://doi.org/10.3102/0034654319866133

Google Scholar Crossref

Lim, W. M., & Rasul, T. (2022). Customer engagement and social media: Revisiting the past to inform the future. Journal of Business Research, 148(April), 325–342. https://doi.org/10.1016/j.jbusres.2022.04.068

Google Scholar Crossref

Mamun, M. A. Al, Lawrie, G., & Wright, T. (2020). Instructional design of scaffolded online learning modules for self-directed and inquiry-based learning environments. Computers and Education, 144(September 2019), 103695.1-17. https://doi.org/10.1016/j.compedu.2019.103695

Google Scholar Crossref

McColskey, J. A. F. and W. (2012). Handbook of Research on Student Engagement. Handbook of Research on Student Engagement, 1(January 2012), 763–782. https://doi.org/10.1007/978-1-4614-2018-7

Google Scholar Crossref

McKellar, S. E., Cortina, K. S., & Ryan, A. M. (2020). Teaching practices and student engagement in early adolescence: A longitudinal study using the Classroom Assessment Scoring System. Teaching and Teacher Education, 89(March 2020), 102936.1-11. https://doi.org/10.1016/j.tate.2019.102936

Google Scholar Crossref

Minhaj, F. S., Ogale, Y. P., Whitehill, F., Schultz, J., Foote, M., Davidson, W., Hughes, C. M., Wilkins, K., Bachmann, L., Chatelain, R., Donnelly, M. A. P., Mendoza, R., Downes, B. L., Roskosky, M., Barnes, M., Gallagher, G. R., Basgoz, N., Ruiz, V., Kyaw, N. T. T., … Wong, M. (2022). Monkeypox outbreak—Nine states, May 2022: Weekly/June 10, 2022/71(23);764–769. American Journal of Transplantation, 22(8), 2104–2110. https://doi.org/10.1111/ajt.16669

Google Scholar Crossref

Moustafa, E. B., Hammad, A. H., & Elsheikh, A. H. (2022). A new optimized artificial neural network model to predict thermal efficiency and water yield of tubular solar still. Case Studies in Thermal Engineering, 30(February 2022), 101750.1-14. https://doi.org/10.1016/j.csite.2021.101750

Google Scholar Crossref

Natarajan, A., Pantelopoulos, A., Emir-Farinas, H., & Natarajan, P. (2020). Heart rate variability with photoplethysmography in 8 million individuals: a cross-sectional study. The Lancet Digital Health, 2(12), 650–657. https://doi.org/10.1016/S2589-7500(20)30246-6

Google Scholar Crossref

Paavola, M., Malmivaara, A., Taimela, S., Kanto, K., Inkinen, J., Kalske, J., Sinisaari, I., Savolainen, V., Ranstam, J., & Järvinen, T. L. N. (2018). Subacromial decompression versus diagnostic arthroscopy for shoulder impingement: randomised, placebo surgery controlled clinical trial. BMJ (Clinical Research Ed.), 362(19 July 2018), 1–11. https://doi.org/10.1136/bmj.k2860

Google Scholar Crossref

Park, H. H., Kim, H. R., Park, S. Y., Hwang, S. M., Hong, S. M., Park, S., Kang, H. C., Morgan, M. J., Cha, J. H., Lee, D., Roe, J. S., & Kim, Y. S. (2021). RIPK3 activation induces TRIM28 derepression in cancer cells and enhances the anti-tumor microenvironment. Molecular Cancer, 20(1), 1–20. https://doi.org/10.1186/s12943-021-01399-3

Google Scholar Crossref

Pieske, B., Tschöpe, C., De Boer, R. A., Fraser, A. G., Anker, S. D., Donal, E., Edelmann, F., Fu, M., Guazzi, M., Lam, C. S. P., Lancellotti, P., Melenovsky, V., Morris, D. A., Nagel, E., Pieske-Kraigher, E., Ponikowski, P., Solomon, S. D., Vasan, R. S., Rutten, F. H., … Filippatos, G. (2019). How to diagnose heart failure with preserved ejection fraction: The HFA-PEFF diagnostic algorithm: A consensus recommendation from the Heart Failure Association (HFA) of the European Society of Cardiology (ESC). European Heart Journal, 40(40), 3297–3317. https://doi.org/10.1093/eurheartj/ehz641

Google Scholar Crossref

Pietsch, F., O’Neill, A. J., Ivask, A., Jenssen, H., Inkinen, J., Kahru, A., Ahonen, M., & Schreiber, F. (2020). Selection of resistance by antimicrobial coatings in the healthcare setting. Journal of Hospital Infection, 106(1), 115–125. https://doi.org/10.1016/j.jhin.2020.06.006

Google Scholar Crossref

Rosenberg, H., Syed, S., & Rezaie, S. (2020). The Twitter pandemic: The critical role of Twitter in the dissemination of medical information and misinformation during the COVID-19 pandemic. Canadian Journal of Emergency Medicine, 22(4), 418–421. https://doi.org/10.1017/cem.2020.361

Google Scholar Crossref

Rychlowska, M., Jack, R. E., Garrod, O. G. B., Schyns, P. G., Martin, J. D., & Niedenthal, P. M. (2017). Functional Smiles: Tools for Love, Sympathy, and War. Psychological Science, 28(9), 1259–1270. https://doi.org/10.1177/0956797617706082

Google Scholar Crossref

Salmela-Aro, K., Upadyaya, K., Vinni-Laakso, J., & Hietajärvi, L. (2021). Adolescents’ Longitudinal School Engagement and Burnout Before and During COVID-19—The Role of Socio-Emotional Skills. Journal of Research on Adolescence, 31(3), 796–807. https://doi.org/10.1111/jora.12654

Google Scholar Crossref

Schunk, D. H., & DiBenedetto, M. K. (2020). Motivation and social cognitive theory. Contemporary Educational Psychology, 60(January 2020), 101832.1-47. https://doi.org/10.1016/j.cedpsych.2019.101832

Google Scholar Crossref

Shaltoni, A. M., Khraim, H., Abuhamad, A., & Amer, M. (2017). Gamification: Motivation and Engagement. The International Journal of Information and Learning Technology, 32(2), 109–123.

Google Scholar Crossref

Tang, B., Bragazzi, N. L., Li, Q., Tang, S., Xiao, Y., & Wu, J. (2020). An updated estimation of the risk of transmission of the novel coronavirus (2019-nCov). Infectious Disease Modelling, 5(2020), 248–255. https://doi.org/10.1016/j.idm.2020.02.001

Google Scholar Crossref

Tzafilkou, K., Perifanou, M., & Economides, A. A. (2021). Negative emotions, cognitive load, acceptance, and self-perceived learning outcome in emergency remote education during COVID-19. Education and Information Technologies, 26(6), 7497–7521. https://doi.org/10.1007/s10639-021-10604-1

Google Scholar Crossref

van den Hout, J. J. J., Davis, O. C., & Weggeman, M. C. D. P. (2018). The Conceptualization of Team Flow. Journal of Psychology: Interdisciplinary and Applied, 152(6), 388–423. https://doi.org/10.1080/00223980.2018.1449729

Google Scholar Crossref

Van Berkel, N., Ferreira, D., & Kostakos, V. (2017). The experience sampling method on mobile devices. ACM Computing Surveys (CSUR), 50(6), 1-40.

Google Scholar Crossref

Vijenthira, A., Gong, I. Y., Fox, T. A., Booth, S., Cook, G., Fattizzo, B., Martín-Moro, F., Razanamahery, J., Riches, J. C., Zwicker, J., Patell, R., Vekemans, M. C., Scarfò, L., Chatzikonstantinou, T., Yildiz, H., Lattenist, R., Mantzaris, I., Wood, W. A., & Hicks, L. K. (2020). Outcomes of patients with hematologic malignancies and COVID-19: a systematic review and meta-analysis of 3377 patients. Blood, 136(25), 2881–2892. https://doi.org/10.1182/blood.2020008824

Google Scholar Crossref

Wigfield, A., & Eccles, J. S. (2020). 35 years of research on students’ subjective task values and motivation: A look back and a look forward. In Advances in Motivation Science (1st ed., Vol. 7). Elsevier Inc. https://doi.org/10.1016/bs.adms.2019.05.002

Google Scholar Crossref

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2024-02-22

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