Aho, S., Hynninen, S.-M., Karhunen, H., & Vanttaja, H. (2012). Opiskeluaikainen työssäkäynti ja sen vaikutukset. Työ-ja elinkeinoministeriön julkaisuja, Työ ja yrittäjyys, 26. https://tem.fi/documents/1410877/3342347/Opiskeluaikainen+t y%C3%B6ss%C3%A4k%C3%A4ynti+ja+sen+vaikutukset+14062012.pdf
Aragon, S. R., & Johnson, E. S. (2008). Factors influencing completion and noncompletion of community college online courses. American Journal of Distance Education, 22(3), 146–158. https://doi.org/10.1080/08923640802239962
Asikainen, H., Hailikari, T., & Mattsson, M. (2017). The interplay between academic emotions, psychological flexibility and self-regulation as predictors of academic achievement. Journal of Further and Higher Education, 42(4), 439–453. https://doi.org/10.1080/0309877X.2017.1281889
Aydin, S., Öztürk, A., Büyükköse, G. T., Er, F., & Sönmez, H. (2019). An investigation of dropout in open and distance education. Educational Sciences: Theory & Practice, 19(2), 40–57. https://doi.org/10.12738/estp.2019.2.003
Bağriacik Yilmaz, A., & Karataş, S. (2022). Why do open and distance education students dropout? Views from various stakeholders. International Journal in Educational Technology in Higher Education, 19, 28. https://doi.org/10.1186/s41239-022-00333-x
Bryan, C. L., & Solmon, M. A. (2012). Student motivation in physical education and engagement in physical activity. Journal of Sport Behavior, 35(3), 267–285.
Camacho-Morles, J., Slemp, G. R., Pekrun, R., Loderer, K., Hou, H., & Oades, L. G. (2021). Activity achievement emotions and academic performance: A meta-analysis. Educational Psychology Review, 33, 1051–1095. https://doi.org/10.1007/s10648-020-09585-3
Chen, K., & Jang, S. (2010). Motivation in online learning: Testing a model of self-determination theory. Computers in Human Behavior, 26, 741–752. https://doi.org/10.1016/j.chb.2010.01.011
Chiu, T. K. F. (2021). Applying the self-determination theory (SDT) to explain student engagement in online learning during the COVID-19 pandemic. Journal of Research on Technology in Education, 54, S14–S30. https://doi.org/10.1080/15391523.20 21.1891998.
Chu, R., & Tsai, C. (2009). Self-directed learning readiness, Internet self-efficacy and preferences towards constructivist Internet-based learning environments among higher-aged adults. Journal of Computer Assisted Learning, 25, 489–501. https://doi.org/10.1111/j.1365-2729.2009.00324.x
Daumiller, M., Rinas, R., & Dresel, M. (2023). Relevance of students’ goals for learning engagement and knowledge gains in an online learning course. Behavioral Science, 13, 161. https://doi.org/10.3390/bs13020161
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, 227–268. https://doi.org/10.1207/S15327965PLI1104_01
Delnoij, L. E. C., Dirkx, K. J. H., Janssen, J. P. W., & Martens, R. L. (2020). Predicting and resolving noncompletion in higher (online) education—A literature review. Educational Research Review, 29, 100313. https://doi.org/10.1016/j.edurev.2020.100313
Dikmen, M. (2022). Test anxiety in online exams: Scale development and validity. Current Psychology: A Journal for Diverse Perspectives on Diverse Psychological Issues, 42, 30210–30222. https://doi.org/10.1007/s12144-022-04072-0
Duan, H., Fernández, G., van Dongen, E., & Kohn, N. (2020). The effect of intrinsic and extrinsic motivation on memory formation: Insight from behavioral and imaging study. Brain Structure & Function, 225(5), 1561–1574. https://doi.org/10.1007/s00429-020-02074-x
Duchatelet, D., & Donche, V. (2019). Fostering selfefficacy and self-regulation in higher education: a matter of autonomy support or academic motivation? Higher Education Research & Development, 38(4), 733–747. https://doi.org/10.1080/07294360.2019.1581143
Dunlosky, J., Rawson, K. A., Marsh, E. J., Nathan, M. J., & Willingham, D. T. (2013). Improving students’ learning with effective learning techniques: Promising directions from cognitive and educational psychology. Psychological Science in the Public Interest, 14(1), 4–58. https://doi.org/10.1177/1529100612453266
EADTU (European Association of Distance Teaching Universities). (2024). Supporting retention and student services in online and distance education. Zenodo. https://doi.org/10.5281/zenodo.11120440
Elibol, S., & Bozkurt, A. (2023). Student dropout as a never-ending evergreen phenomenon of online distance education. European Journal of Investigation in Health, Psychology and Education, 13, 906–918. https://doi.org/10.3390/ejihpe
Ertem, H. Y., & Gokalp, G. (2022). Role of personal and organizational factors on student attrition from graduate education: A mixed-model research. Journal of College Student Retention: Research, Theory & Practice, 23(4), 903–928. https://doi.org/10.1177/1521025119881391
Froiland, J. M., & Worrell, F. C. (2016). Intrinsic motivation, learning goals, engagement, and achievement in a diverse high school. Psychology in the Schools, 53, 321–336.
Gaytan, J. (2015). Comparing faculty and learner perceptions regarding factors that affect learner retention in online education. American Journal of Distance Education, 29(1), 56–66. https://doi.org/10.1080/08923647.2015.994365
Hachey, A. C., Wladis, C., & Conway, K. M. (2023) Investigating online versus face-to-face course dropout: Why do students say they are leaving? Educational Sciences, 13, 1122. https://doi.org/10.3390/educsci13111122
Hope, N.H., Holding, A.C., Verner-Filion, J. et al. (2019). The path from intrinsic aspirations to subjective well-being is mediated by changes in basic psychological need satisfaction and autonomous motivation: A large prospective test. Motivation and Emotion, 43, 232–241. https://doi.org/10.1007/s11031-018-9733-z
Howard, J. L., Bureau, J. S., Guay, F., Chong, J. X. Y., & Ryan, R. M. (2021). Student motivation and associated outcomes: A meta-analysis from self-determination theory. Perspectives on Psychological Sciences, 16, 1300–1323. https://doi.org/10.1177/1745691620966789
Hsu, H. C. K., Wang, C. V., & Levesque-Bristol, C. (2019). Reexamining the impact of selfdetermination theory on learning outcomes in the online learning environment. Education and Information Technologies, 24(3), 2159–2174. https://doi.org/10.1007/s10639-019-09863-w
Huang, H., Jew, L., & Qi, D. (2023). Take a MOOC and then drop: A systematic review of MOOC engagement pattern and dropout factor. Heliyon, 9(4), e15220. https://doi.org/10.1016/j.heliyon.2023.e15220
Johansen, M. O., Eliassen, S., & Jeno, L. M. (2023). The bright and dark side of autonomy: How autonomy support and thwarting relate to student motivation and academic functioning. Frontiers in Education, 8, 1153647. https://doi.org/10.3389/feduc.2023.1153647
Kang, M. J., Hsu, M., Krajbich, I. M., Loewenstein, G., McClure, S. M., Wang, J. T., & Camerer, C. F. (2009). The wick in the candle of learning: Epistemic curiosity activates reward circuitry and enhances memory. Psychological Science, 20(8), 963–973. https://doi.org/10.1111/j.1467-9280.2009.02402.x
Kuo, Y. C., Walker, A. E., Schroder, K. E., & Belland, B. R. (2014). Interaction, Internet self-efficacy, and self-regulated learning as predictors of student satisfaction in online education courses. The Internet and Higher Education, 20, 35–50. https://doi.org/10.1016/j.iheduc.2013.10.001
Lee, Y., & Choi, J. (2011). A review of online course dropout research: Implications for practice and future research. Educational Technology Research and Development, 59(5), 593–618. https://doi/10.1007/s11423-010-9177-y
Lee, Y., Choi, J., & Kim, T. (2013). Discriminating factors between completers of and dropouts from online learning courses. British Journal of Educational Technology, 44, 328–337. http://dx.doi.org/10.1111/j.1467-8535.2012.01306.x
Leyton-Román, M., de la Vega, R., & Jiménez-Castuera, R. (2021). Motivation and commitment to sports practice during the lockdown caused by COVID-19. Frontiers in Psychology, 11, 622595. https://doi/10.3389/fpsyg.2020.622595
Lysitsa, E., & Mavroeidis, I. (2024). Critical factors affecting student satisfaction in a distance learning environment. European Journal of Open, Distance and E-Learning, 26(1), 1–23. https://doi.org/10.2478/eurodl-2023-0014
Maunula, M., Maunumäki, M., & Anttonen, S. (2021). Zero-achievers’ non-progressing studies in Finnish open university: Three preventive factors. Journal of Education, Society and Behavioural Science, 34(11), 110–120. https://doi.org/10.9734/jesbs/2021/v34i1130371
Meyer, J. P., Becker, T. E., & Vandenberghe, C. (2004). Employee commitment and motivation: A conceptual analysis and integrative model. Journal of Applied Psychology, 89(6), 991–1007. https://doi.org/10.1037/0021-9010.89.6.991
Muis, K. R., Pekrun, R., Sinatra, G. M., Azevedo, R., Trevors, G., Meier, E., & Heddy, B. C. (2015). The curious case of climate change: Testing a theoretical model of epistemic beliefs, epistemic emotions, and complex learning. Learning and Instruction, 39, 168–183. https://doi.org/10.1016/j.learninstruc.2015.06.003
Muljana, P. S., & Luo, T. (2019). Factors contributing to student retention in online learning and recommended strategies for improvement: A systematic literature review. Journal of Information Technology Education: Research, 18, 19–57. https://doi.org/10.28945/4182
Patel, A., Addicott, C., & Buelow, J. (2023). Instructors’ emotional intelligence and learning engagement of online students. European Journal of Open, Distance and E-Learning, 25(1) 129–135. https://doi.org/10.2478/eurodl-2023-0010
Pekkala, A. (2004) Nollasuorittajat: Mikä hidastaa opintojen etenemistä äärimmilleen? Uutisia opetuksen kehittämisestä Oulun yliopiston laitoksilla, 19. https://www.oamk.fi/c5/files/7915/5438/3457/UUTTA_OPETUKSESSA._Pekkala_Anna._NOLLASUORITTAJAT_Mika_hidastaa_opintojen_etenemista_aarimmilleen_pdf
Putnam, A. L., Sungkhasettee, V. W., & Roediger, H. L., III (2016). Optimizing learning in college: Tips from cognitive psychology. Perspectives on Psychological Science, 11(5), 652–660. https://doi.org/10.1177/1745691616645770
Rahmani, A. M., Groot, W., & Rahmani, H. (2024). Dropout in online higher education: A systematic literature review. International Journal of Educational Technology in Higher Education, 21, 19. https://doi.org/10.1186/s41239-024-00450-9
Repo, S., Ruokolainen, O., & Vuoksenranta, S.-T. (2014). Kuinka avoimen yliopiston opiskelija yhdistää opiskelun, työn ja perheen. Aikuiskasvatus, 34(4), 259–268. https://doi.org/10.33336/aik.94106
Roediger, H. L., III, Putnam, A. L., & Smith, M. A. (2011). Ten benefits of testing and their applications to educational practice. Psychology of Learning and Motivation, 55, 1–36. https://doi.org/10.1016/b978-0-12-387691-1.00001-6
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, 101860. https://doi.org/10.1016/j.cedpsych.2020.101860
Schwinger, M., Steinmayr, R., & Spinath, B. (2009). How do motivational regulation strategies affect achievement: Mediated by effort management and moderated by intelligence. Learning and Individual Differences, 19(4), 621–627, https://doi.org/10.1016/j.lindif.2009.08.006
Seery, K., Barreda, A. A., Hein, S. G., & Hiller, J. L. (2021). Retention strategies for online students: A systematic literature review. Journal of Global Education and Research, 5(1), 72–84. https://www.doi.org/10.5038/2577-509X.5.1.1105
Shah, M., & Cheng, M. (2019). Exploring factors impacting student engagement in open access courses. Open Learning: The Journal of Open, Distance and e-Learning, 34(2), 187–202. https://doi.org/10.1080/02680513.2018.1508337
Shaikh, U. U., & Asif, Z. (2022). Persistence and dropout in higher online education: Review and categorization of factors. Frontiers in Psychology, 13, 902070. https://doi.org/10.3389/fpsyg.2022.902070
Shikulo, L. & Lekhetho, M. (2020). Exploring student support services of a distance learning centre at a Namibian university. Cogent Social Sciences, 6, 1737401. https://doi.org/10.1080/23311886.2020.1737401
Smit, K., de Brabander, C. J., Boekaerts, M., & Martens, R. L. (2017). The self-regulation of motivation: Motivational strategies as mediator between motivational beliefs and engagement for learning. International Journal of Educational Research, 82, 124–134. https://doi.org/10.1016/j.ijer.2017.01.006.
Sorensen, C.K., & Donovan, J. (2017). An examination of factors that impact the retention of online students at a for-profit university. Online Learning, 21(3), 206–221. https://doi.org/10.24059/olj.v21i3.935
Stone, C., & O’Shea, S. (2019). Older, online and first: Recommendations for retention and success. Australasian Journal of Educational Technology, 35(1). https://doi.org/10.14742/ajet.3913
Törmä, S., Korhonen, V., & Mäkinen, M. (2012). Miten arvioida yliopisto-opiskelijan kiinnittymistä opintoihin? Teoksessa V. Korhonen & M. Mäkinen (toim.), Opiskelijat korkeakoulutuksen näyttämöillä. Campus Conexus-projektin julkaisuja A: 1. Tampereen yliopisto, kasvatustieteiden yksikkö. http://www.campusconexus.fi/Portals/conexus/dokumentit/Opiskelijat_korkeakoulutuksen_nayttamoilla_ISBN_978-951-44-8851-1_20121030.pdf
Vansteenkiste, M., Lens, W., & Deci, E. L. (2006). Intrinsic versus extrinsic goal contents in self-determination theory: Another look at the quality of academic motivation. Educational Psychology, 41, 19–31. https://doi.org/10.1207/s15326985ep4101_4
Walker, C. O., Greene, B. A., & Mansell, R. A. (2006). Identification with academics, intrinsic/extrinsic motivation, and self-efficacy as predictors of cognitive engagement. Learning and Individual Differences, 16, 1–12. https://doi.org/10.1016/j.lindif.2005.06.004
Won, S., Wolters, C. A., & Mueller, S. A. (2017). Sense of belonging and self-regulated learning: Testing achievement goals as mediators. The Journal of Experimental Education, 86(3), 402–418. https://doi.org/10.1080/00220973.2016.1277337
Woodley, A., & Simpson, O. (2014). Student dropout: The elephant in the room. In O. Zawacki-Richter & T. Anderson (Eds.), Online distance education: Towards a research agenda (pp. 459–484). AU Press, Athabasca University.
Yang, X., & Du, J. (2024). The effect of teacher selfefficacy, online pedagogical and content knowledge, and emotion regulation on teacher digital burnout: A mediation model. BMC Psychology, 12, 51. https://doi.org/10.1186/s40359-024-01540-z
Yuan, J., & Kim, C. (2014), Development of online learning communities. Journal of Computer Assisted Learning, 30, 220–232. https://doi.org/10.1111/jcal.12042
Yukselturk, E., Ozekes, S., & Türel, Y. (2014). Predicting dropout student: An application of data mining methods in an online education program. European Journal of Open, Distance and E-Learning, 17(1), 118–133. https://doi.org/10.2478/eurodl-2014-0008