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Original Article

The Role of Basic Need Satisfaction for Motivation and Self-Regulated Learning During COVID-19

A Longitudinal Study

Published Online:July 18, 2023https://doi.org/10.1027/2151-2604/a000531

Abstract

Abstract: Higher education institutions in Austria switched to emergency distance learning in March 2020 to mitigate the spread of COVID-19. Due to the sudden change, students and instructors scarcely had time to adjust to the new demands. Initial cross-sectional studies pointed to the risks of emergency distance learning for students’ intrinsic motivation, self-regulation, and learning behavior. We investigated the longitudinal effects between the satisfaction of the basic psychological needs (competence, autonomy, and social relatedness), intrinsic motivation, and self-regulated learning, applying a cross-lagged panel model. A sample of N = 3,286 students answered four online questionnaires between April 2020 and July 2021. All measured constructs remained stable during that time span. The satisfaction of the basic needs was cross-sectionally related to intrinsic motivation. We found no cross-lagged effects on intrinsic motivation. Self-regulated learning showed small but significant cross-lagged positive effects on intrinsic motivation at all time points. Implications and future research perspectives are discussed.

References

  • Bartholomew, K. J., Ntoumanis, N., Ryan, R. M., Bosch, J. A., & Thøgersen-Ntoumani, C. (2011). Self-determination theory and diminished functioning: The role of interpersonal control and psychological need thwarting. Personality and Social Psychology Bulletin, 37(11), 1459–1473. 10.1177/0146167211413125 First citation in articleCrossref, Google Scholar

  • Bozkurt, A., Jung, I., Xiao, J., Vladimirschi, V., Schuwer, R., Egorov, G., Lambert, S. R., Al-Freih, M., Pete, J., Olcott, D., Jr., Rodes, V., Aranciaga, I., Bali, M., Alvarez, Jr., Abel, V., Roberts, J., Pazurek, A., Raffaghelli, J. E., Panagiotou, N., de Coëtlogon, P., … Paskevicius, M. (2020). A global outlook to the interruption of education due to COVID-19 pandemic: Navigating in a time of uncertainty and crisis. Asian Journal of Distance Education, 15(1), 1–126. 10.5281/zenodo.3878572 First citation in articleCrossref, Google Scholar

  • Broadbent, J., & Poon, W. L. (2015). Self-regulated learning strategies & academic achievement in online higher education learning environments: A systematic review. The Internet and Higher Education, 27, 1–13. 10.1016/j.iheduc.2015.04.007 First citation in articleCrossref, Google Scholar

  • Brown, T. A. (2015). Confirmatory factor analysis for applied research (2nd ed.). The Guilford Press. First citation in articleGoogle Scholar

  • Bureau, J. S., Howard, J. L., Chong, J. X. Y., & Guay, F. (2021). Pathways to student motivation: A meta-analysis of antecedents of autonomous and controlled motivations. Review of Educational Research, 92(1), Article 003465432110424. 10.3102/00346543211042426 First citation in articleCrossref, Google Scholar

  • Campbell, D. F. J., Pausits, A., & Reisky, F. (2022). Die Auswirkungen von COVID-19 auf die Lehre an Österreichs Hochschulen. Erste empirische Evidenzen und deren systematische Reflexion. Zeitschrift für Hochschulrecht Hochschulmanagement und Hochschulpolitik zfhr, 21(2), Article 55. 10.33196/zfhr202202005501 First citation in articleCrossref, Google Scholar

  • Carmona-Halty, M., Schaufeli, W. B., Llorens, S., & Salanova, M. (2019). Satisfaction of basic psychological needs leads to better academic performance via increased psychological capital: A three-wave longitudinal study among high school students. Frontiers in Psychology, 10, Article 2113. 10.3389/fpsyg.2019.02113 First citation in articleCrossref, Google Scholar

  • Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504. 10.1080/10705510701301834 First citation in articleCrossref, Google Scholar

  • Corpus, J. H., Robinson, K. A., & Wormington, S. V. (2020). Trajectories of motivation and their academic correlates over the first year of college. Contemporary Educational Psychology, 63, Article 101907. 10.1016/j.cedpsych.2020.101907 First citation in articleCrossref, Google Scholar

  • Cronbach, L. J., & Shavelson, R. J. (2004). My current thoughts on coefficient alpha and successor procedures. Educational and Psychological Measurement, 64(3), 391–418. 10.1177/0013164404266386 First citation in articleCrossref, Google Scholar

  • Deci, E. L., & Ryan, R. M. (2000). The “What” and “Why” of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227–268. 10.1207/S15327965PLI1104_01 First citation in articleCrossref, Google Scholar

  • Farnell, T., Skledar Matijević, A., & Šćukanec Schmidt, N. (2021). The impact of COVID-19 on higher education: A review of emerging evidence (NESET Report). Publications Office of the European Union. https://data.europa.eu/doi/10.2766/069216 First citation in articleGoogle Scholar

  • Garn, A. C., Morin, A. J. S., & Lonsdale, C. (2019). Basic psychological need satisfaction toward learning: A longitudinal test of mediation using bifactor exploratory structural equation modeling. Journal of Educational Psychology, 111(2), 354–372. 10.1037/edu0000283 First citation in articleCrossref, Google Scholar

  • Gignac, G. E., & Szodorai, E. T. (2016). Effect size guidelines for individual differences researchers. Personality and Individual Differences, 102, 74–78. 10.1016/j.paid.2016.06.069 First citation in articleCrossref, Google Scholar

  • Hadwin, A. F., Sukhawathanakul, P., Rostampour, R., & Bahena-Olivares, L. M. (2022). Do self-regulated learning practices and intervention mitigate the impact of academic challenges and COVID-19 distress on academic performance during online learning? Frontiers in Psychology, 13, Article 813529. 10.3389/fpsyg.2022.813529 First citation in articleCrossref, Google Scholar

  • Heissel, A., Pietrek, A., Flunger, B., Fydrich, T., Rapp, M. A., Heinzel, S., & Vansteenkiste, M. (2018). The validation of the German basic psychological need satisfaction and frustration scale in the context of mental health. European Journal of Health Psychology, 25(4), 119–132. 10.1027/2512-8442/a000017 First citation in articleLink, Google Scholar

  • Hensley, L. C., Iaconelli, R., & Wolters, C. A. (2022). This weird time we’re in”: How a sudden change to remote education impacted college students’ self-regulated learning. Journal of Research on Technology in Education, 54(sup1), S203–S218. 10.1080/15391523.2021.1916414 First citation in articleCrossref, Google Scholar

  • Higgins, N. L., Rathner, J. A., & Frankland, S. (2021). Development of self-regulated learning: A longitudinal study on academic performance in undergraduate science. Research in Science & Technological Education, 1–25. 10.1080/02635143.2021.1997978 First citation in articleCrossref, Google Scholar

  • Holzer, J., Lüftenegger, M., Korlat, S., Pelikan, E., Salmela-Aro, K., Spiel, C., & Schober, B. (2021). Higher education in times of COVID-19: University students’ basic need satisfaction, self-regulated learning, and well-being. AERA Open, 7, Article 233285842110031. 10.1177/23328584211003164 First citation in articleCrossref, Google Scholar

  • Hsu, H.-C. K., Wang, C. V., & Levesque-Bristol, C. (2019). Reexamining the impact of self-determination theory on learning outcomes in the online learning environment. Education and Information Technologies, 24(3), 2159–2174. 10.1007/s10639-019-09863-w First citation in articleCrossref, Google Scholar

  • 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. 10.1080/10705519909540118 First citation in articleCrossref, Google Scholar

  • Janke, S., Messerer, L. A. S., & Daumiller, M. (2022). Motivational development in times of campus closure: Longitudinal trends in undergraduate students’ need satisfaction and intrinsic learning motivation. British Journal of Educational Psychology, 92(4), 1582–1596. 10.1111/bjep.12522 First citation in articleCrossref, Google Scholar

  • Jeno, L. M., Nylehn, J., Hole, T. N., Raaheim, A., Velle, G., & Vandvik, V. (2023). Motivational determinants of students’ academic functioning: The role of autonomy-support, autonomous motivation, and perceived competence. Scandinavian Journal of Educational Research, 67(2), 194–211. 10.1080/00313831.2021.1990125 First citation in articleCrossref, Google Scholar

  • Karimi, S., & Sotoodeh, B. (2020). The mediating role of intrinsic motivation in the relationship between basic psychological needs satisfaction and academic engagement in agriculture students. Teaching in Higher Education, 25(8), 959–975. 10.1080/13562517.2019.1623775 First citation in articleCrossref, Google Scholar

  • Kizilcec, R. F., Pérez-Sanagustín, M., & Maldonado, J. J. (2017). Self-regulated learning strategies predict learner behavior and goal attainment in Massive Open Online Courses. Computers & Education, 104, 18–33. 10.1016/j.compedu.2016.10.001 First citation in articleCrossref, Google Scholar

  • Klingsieck, K. B. (2018). Kurz und knapp – die Kurzskala des Fragebogens „Lernstrategien im Studium” (LIST). Zeitschrift für Pädagogische Psychologie, 32(4), 249–259. 10.1024/1010-0652/a000230 First citation in articleLink, Google Scholar

  • Klingsieck, K. B., Fries, S., Horz, C., & Hofer, M. (2012). Procrastination in a distance university setting. Distance Education, 33(3), 295–310. 10.1080/01587919.2012.723165 First citation in articleCrossref, Google Scholar

  • Kusurkar, R. A., Ten Cate, Th. J., Vos, C. M. P., Westers, P., & Croiset, G. (2013). How motivation affects academic performance: A structural equation modelling analysis. Advances in Health Sciences Education, 18(1), 57–69. 10.1007/s10459-012-9354-3 First citation in articleCrossref, Google Scholar

  • Little, R. J. A. (1988). A test of missing completely at random for multivariate data with missing values. Journal of the American Statistical Association, 83(404), 1198–1202. 10.1080/01621459.1988.10478722 First citation in articleCrossref, Google Scholar

  • Little, T. D., Preacher, K. J., Selig, J. P., & Card, N. A. (2007). New developments in latent variable panel analyses of longitudinal data. International Journal of Behavioral Development, 31(4), 357–365. 10.1177/0165025407077757 First citation in articleCrossref, Google Scholar

  • Lüdtke, O., Robitzsch, A., Trautwein, U., & Köller, O. (2007). Umgang mit fehlenden Werten in der psychologischen Forschung. Psychologische Rundschau, 58(2), 103–117. 10.1026/0033-3042.58.2.103 First citation in articleLink, Google Scholar

  • Mukhtar, F., Muis, K., & Elizov, M. (2018). Relations between psychological needs satisfaction, motivation, and self-regulated learning strategies in medical residents: A cross-sectional study [version 1]. MedEdPublish, 7(87). 10.15694/mep.2018.0000087.1 First citation in articleCrossref, Google Scholar

  • Müller, F. H., & Palekčić, M. (2005). Continuity of motivation in higher education: A three-year follow-up study. Review of Psychology, 12(1), 31–43 First citation in articleGoogle Scholar

  • Ning, H. K., & Downing, K. (2010). The reciprocal relationship between motivation and self-regulation: A longitudinal study on academic performance. Learning and Individual Differences, 20(6), 682–686. 10.1016/j.lindif.2010.09.010 First citation in articleCrossref, Google Scholar

  • Noyens, D., Donche, V., Coertjens, L., van Daal, T., & Van Petegem, P. (2019). The directional links between students’ academic motivation and social integration during the first year of higher education. European Journal of Psychology of Education, 34(1), 67–86. 10.1007/s10212-017-0365-6 First citation in articleCrossref, Google Scholar

  • Ntoumanis, N., Ng, J. Y. Y., Prestwich, A., Quested, E., Hancox, J. E., Thøgersen-Ntoumani, C., Deci, E. L., Ryan, R. M., Lonsdale, C., & Williams, G. C. (2021). A meta-analysis of self-determination theory-informed intervention studies in the health domain: Effects on motivation, health behavior, physical, and psychological health. Health Psychology Review, 15(2), 214–244. 10.1080/17437199.2020.1718529 First citation in articleCrossref, Google Scholar

  • Pan, Y., & Gauvain, M. (2012). The continuity of college students’ autonomous learning motivation and its predictors: A three-year longitudinal study. Learning and Individual Differences, 22(1), 92–99. 10.1016/j.lindif.2011.11.010 First citation in articleCrossref, Google Scholar

  • Pelikan, E., Reiter, J., Bergen, K., Lüftenegger, M., Holzer, J., Korlat, S., Schober, B., & Spiel, C. (2022). Lernen unter COVID-19 Bedingungen: Zur Situation der Studierenden in Österreich. In H. AngenentJ. PetriT. Zimenkova (Eds.), Bildungsforschung (1. Aufl., Bd. 9, S. 200–215). transcript Verlag. 10.14361/9783839459843-013 First citation in articleCrossref, Google Scholar

  • Pelikan, E. R., Grützmacher, L., Holzer, J., Korlat, S., & Lüftenegger, M. (2023). Supplementary materials to “The role of basic need satisfaction for motivation and self-regulated learning during COVID-19: A longitudinal study”. 10.17605/OSF.IO/KX4WU First citation in articleCrossref, Google Scholar

  • Pelikan, E. R., Korlat, S., Reiter, J., Holzer, J., Mayerhofer, M., Schober, B., Spiel, C., Hamzallari, O., Uka, A., Chen, J., Välimäki, M., Puharić, Z., Anusionwu, K. E., Okocha, A. N., Zabrodskaja, A., Salmela-Aro, K., Käser, U., Schultze-Krumbholz, A., Wachs, S., … Lüftenegger, M. (2021). Distance learning in higher education during COVID-19: The role of basic psychological needs and intrinsic motivation for persistence and procrastination–a multi-country study. PLoS ONE, 16(10), Article e0257346. 10.1371/journal.pone.0257346 First citation in articleCrossref, Google Scholar

  • Rodrigues, F., Macedo, R., Teixeira, D. S., Cid, L., Travassos, B., Neiva, H., & Monteiro, D. (2021). The co-occurrence of satisfaction and frustration of basic psychological needs and its relationship with exercisers’ motivation. The Journal of Psychology, 155(2), 165–185. 10.1080/00223980.2020.1862738 First citation in articleCrossref, Google Scholar

  • Rutkowski, L., & Svetina, D. (2014). Assessing the hypothesis of measurement invariance in the context of large-scale international surveys. Educational and Psychological Measurement, 74(1), 31–57. 10.1177/0013164413498257 First citation in articleCrossref, Google Scholar

  • Ryan, R. M., & Deci, E. L. (2020). Intrinsic and extrinsic motivation from a self-determination theory perspective: Definitions, theory, practices, and future directions. Contemporary Educational Psychology, 61, Article 101860. 10.1016/j.cedpsych.2020.101860 First citation in articleCrossref, Google Scholar

  • Ryan, R. M., Soenens, B., & Vansteenkiste, M. (2019). Reflections on self-determination theory as an organizing framework for personality psychology: Interfaces, integrations, issues, and unfinished business. Journal of Personality, 87(1), 115–145. 10.1111/jopy.12440 First citation in articleCrossref, Google Scholar

  • Satorra, A., & Bentler, P. M. (1994). Corrections to test statistics and standard errors in covariance structure analysis. In A. von EyeC. C. Clogg (Eds.), Latent variables analysis: Applications for developmental research (pp. 399–419). Sage Publications First citation in articleGoogle Scholar

  • Schober, B., Lüftenegger, M., & Spiel, C. (2021). Learning conditions during COVID-19 Students (SUF edition) [Data set]. AUSSDA. 10.11587/XIU3TX First citation in articleCrossref, Google Scholar

  • Selig, J. P., & Little, T. D. (2012). Autoregressive and cross-lagged panel analysis for longitudinal data. In B. LaursenT. D. LittleN. A. Card (Eds.), Handbook of developmental research methods (pp. 265–278). The Guilford Press. First citation in articleGoogle Scholar

  • Thomas, A. E., Müller, F. H., & Bieg, S. (2018). Entwicklung und Validierung der Skalen zur motivationalen Regulation beim Lernen im Studium (SMR-LS). Diagnostica, 64(3), 145–155. 10.1026/0012-1924/a000201 First citation in articleLink, Google Scholar

  • Trigueros, R., Aguilar-Parra, J. M., Cangas-Díaz, A. J., Fernández-Batanero, J. M., Mañas, M. A., Arias, V. B., & López-Liria, R. (2019). The influence of the trainer on the motivation and resilience of sportspeople: A study from the perspective of self-determination theory. PLoS ONE, 14(8), Article e0221461. 10.1371/journal.pone.0221461 First citation in articleCrossref, Google Scholar

  • Van den Broeck, A., Ferris, D. L., Chang, C.-H., & Rosen, C. C. (2016). A review of self-determination theory’s basic psychological needs at work. Journal of Management, 42(5), 1195–1229. 10.1177/0149206316632058 First citation in articleCrossref, Google Scholar

  • Vansteenkiste, M., Ryan, R. M., & Soenens, B. (2020). Basic psychological need theory: Advancements, critical themes, and future directions. Motivation and Emotion, 44(1), 1–31. 10.1007/s11031-019-09818-1 First citation in articleCrossref, Google Scholar

  • Zhang, T., Taub, M., & Chen, Z. (2021). Measuring the impact of COVID-19 induced campus closure on student self-regulated learning in physics online learning modules. LAK21: 11th International Learning Analytics and Knowledge Conference (pp.110–120). 10.1145/3448139.3448150 First citation in articleCrossref, Google Scholar

  • Zimmerman, B. J. (2000). Chapter 2—Attaining self-regulation: A social cognitive perspective. In M. BoekaertsP. R. PintrichM. Zeidner (Eds.), Handbook of self-regulation (pp. 13–39). Academic Press. 10.1016/B978-012109890-2/50031-7 First citation in articleCrossref, Google Scholar