10.57647/JNTELL.2026.0502.07

Predicting EFL Learners’ Self-Regulated Learning in Online English Courses: Evidence from Foreign Language Enjoyment and L2 Grit in Sustainable Educational Practice

  1. Department of English Language, Am.C. Islamic Azad University, Amol, Iran

Received: 2025-10-25

Revised: 2025-11-15

Accepted: 2026-03-14

Published in Issue 2026-06-30

How to Cite

Hashemi, Z. T., Barjesteh, H., & Marzban, A. (2026). Predicting EFL Learners’ Self-Regulated Learning in Online English Courses: Evidence from Foreign Language Enjoyment and L2 Grit in Sustainable Educational Practice. Journal of New Trends in English Language Learning (JNTELL), 5(2). https://doi.org/10.57647/JNTELL.2026.0502.07

PDF views: 10

Abstract

With the rapid expansion of digital learning, recognizing the factors that promote effective engagement in online English as a Foreign Language education has become crucial (Grammarly, n.d.). Elements such as self-regulation, motivation, and emotional experiences are central to persistence and achievement. Grit is essential in education; it is characterized by perseverance and a passion for long-term goals, enabling learners to sustain their efforts over time. Conversely, foreign language enjoyment (FLE) encourages motivation and enhances learning outcomes. Building on these insights,  this study examined whether online self-regulated learning (OSRL) predicts EFL learners' e-learning acceptance (ELA) within the Technology Acceptance Model (TAM) and whether FLE and L2 grit serve as mediators in this relationship. This study selected a random sample of 300 participants using a cluster sampling from various branches of Azad universities and private English-language institutes offering online English courses. The study obtained its data using four validated measurement tools: The Foreign Language Enjoyment Scale (Dewaele & MacIntyer, 2014), the L2 Grit Scale (Teimouriet al.,2020), the Online Self-Regulated Learning Scale (Su et al., 2018), and the E-learning Acceptance Scale (Zhao et al.,2020). Using Structural Equation Modeling (SEM), the study assessed the proposed relationships. The results revealed that OSRL, whether mediated by FLE or L2 grit, did not  improve.

Keywords

  • Foreign Language Enjoyment, L2 Grit, Consistency of Interest, Persistence of Effort, Online Self-Regulated Learning.

References

  1. Abdullah, F., & Ward, R. (2016). Developing a general extended technology acceptance model for e-learning (GETAMEL) by analyzing commonly used external factors. Computers in Human Behavior, 56, 238–256. https: //doi.org/10.1016/j. chb.2015.11.036
  2. Al-Adwan, A. S. (2020). Investigating the drivers and barriers to MOOC adoption: The perspective of TAM. Education and Information Technologies, 25(6), 5771–5795. https://doi. org/10.1007/s10639-020-10250
  3. Al-Adwan, A. S., Adwan, A. A., & Berger, H. (2018). Solving the mystery of mobile learning adoption in higher education. International Journal of Mobile Communications, 16(1), 24. https://doi.org/10.1504/ijmc.2018.088271
  4. Alhadabi, A., & Karpinski, A. C. (2019). Grit, self-efficacy, achievement orientation goals, and academic performance in university students. International Journal of Adolescence and Youth, 25(1), 519–535. https://doi.org/10.1080/02673843.2019.1679202
  5. Alhamami, M. (2018). Beliefs about and intention to learn a foreign language in face-to-face and online settings. Computer Assisted Language Learning, 31(1–2), pp. 90–113. https://doi.org/ 10.1080/09588221.2017.1387154
  6. Albelbisi, N., & Yusop, F. (2019). Factors influencing learners’ self-regulated learning skills in a massive open online course (MOOC) environment. Turkish Online Journal of Distance Education, 20(3), 1–16. https://doi: 10.17718/tojde.598191
  7. Aloraini, S. (2012). The impact of using multimedia on students’ academic achievement in the College of Education at King Saud University. Journal of King Saud University - Languages and Translation, 24(2), 75–82. https://doi.org/10.1016/j. jksult.2012.05.002
  8. Angela L. Duckworth, Christopher Peterson, Michael D. Matthews & Dennis R. Kelly (2007). Grit: Perseverance and Passion for Long-Term Goals. Journal of Personality and Social Psychology, 92(6), 1087–1101. Their seminal article defines grit as “perseverance and passion for long-term goals” and demonstrates that it predicts long-term achievement across a variety of domains. Ovid+2PubMed+2
  9. Atan, A., & Gelirli, N. (2025). Resilience and Grit for Sustainable Well-Being at Work: Evidence from High-Pressure Service Organizations. Sustainability, 17(16), 7486. https://doi.org/10.3390/su17167486 MDPI
  10. Barjesteh, H., & Niknezhad, F. (2020). Fostering critical writing through dialogic teaching: A critical thinking practice among teachers and students. Iranian Journal of English for Academic Purposes, 9(1) 91–107
  11. Bianchi, I. (2022). Navigating the Landscape of Educational School Reforms: Exploring Strategies, Challenges, and Implications for Student Success. https://core.ac.uk/download/599655926.pdf
  12. Bielak, J. (2022). To what extent are foreign language anxiety and foreign language enjoyment related to L2 fluency? An investigation of task-specific emotions, breakdown, and speed fluency in an oral task. Language Teaching Research. https://doi.org/10.1177/13621688221079319
  13. Boekaerts, M. (1999). Motivated learning: Studying student situation transactional units. European Journal of Psychology of Education, 14(1), 41-55. https://doi: 10.1007/bf03173110
  14. Boudreau, C., MacIntyre, P. D., & Dewaele, J.-M. (2018). Enjoyment and anxiety in second language communication: An idiodynamic approach. Studies Language Learning and Teaching, 8(1), 149–170. https://doi.org/10.14746/ssllt.2018.8.1.7
  15. Broadbent, J., Ajjawi, R., Bearman, M., Boud, D., & Dawson, P. (2023). Beyond emergency remote teaching: Did the pandemic lead to lasting change in university courses? International Journal of Educational Technology in Higher Education, 20(1), Article 58. https://doi.org/10.1186/s41239-023-00428-z
  16. Broadbent, J., & Fuller-Tyszkiewicz, M. (2022). Profiles of self-regulated learning and academic achievement among university students.Learning and Individual Differences, 96, 102161. https://doi.org/10.1007/s11423-018-9595-9
  17. Carvajal-Morales, J. M., León-Plúas, E. E., Valenzuela-Cobos, J. D., & Guevara-Viejó, F. (2024). Educational design in the adoption of ICT for sustainable digital learning … Sustainability, 16(23), 10674. https://doi.org/10.3390/su162310674
  18. Cheng, X., & Zhang, L. J. (2022). Teachers helping EFL students improve their writing … Learning context — backing up the call for multimedia-rich Frontiers in Psychology, 13, 804313
  19. Chung, C.-H., & Pan, H.-L. W. (2023). Assessing the Effects of Flow, Social Interaction, and Engagement on Students’ Gamified Learning: A Mediation Analysis. Sustainability, 15(2), 983. https://doi.org/10.3390/su15020983 MDPI
  20. Côté, S., & Gaffney, C. (2021). The effect of synchronous computer-mediated communication on beginner L2 learners’ foreign language anxiety and participation. The Language Learning Journal. 49(1), 105–116. doi: 10.1080/09571736.2018.1484935
  21. Credé, M., Tynan, M. C., & Harms, P. D. (2017). Much ado about grit: a meta-analytic synthesis of the grit literature. Journal of Personality and Social Psychology, 113(3), 492
  22. Cross, T. (2014). The gritty: Grit and non-traditional doctoral student success.
  23. Csikszentmihalyi, M. (1990). Flow: The psychology of optimal experience. Harper & Row.
  24. Csikszentmihalyi, M., & Robinson, R. E. (1990). The art of seeing: An interpretation of the aesthetic encounter. J. Paul Getty Museum.
  25. Csikszentmihalyi, M. (2000). Beyond boredom and anxiety. JosseyBas
  26. Csikszentmihalyi, M. (2008). Flow: The psychology of optimal experience. HarperPerennial.
  27. Datu, J. A. D., & Fong, R. W. (2018). Examining the association of grit with test emotions among Hong Kong Chinese primary school students. School Psychology International, 39(5), 510–525. https://doi.org/10.1177/0143034318793468
  28. Datu, J. A. D., Valdez, J. P. M., & King, R. B. (2016). Perseverance counts, but consistency does not! Validating the Short Grit Scale in a collectivist setting. Curr. Psychol. 35, 121–130 doi: 10.1007/s12144-015-9374-2
  29. Datu, J. A. D., Yuen, M., & Chen, G. (2017). Grit and determination: a review of literature with implications for theory and research. J. Psychol. Counsell. Sch. 27, 168–176. doi: 10.1017/jgc.2016.2
  30. Datu, J. A. D., Yuen, M., & Chen, G. (2018). The triarchic model of grit is linked to academic success and well-being among Filipino high school students. Sch. Psychol. Q. 33, 428–438. doi: 10.1037/spq0000234
  31. Davis, F. D. (1993). User acceptance of information technology: System characteristics, user perceptions, and behavioral impacts. International Journal of Man-Machine Studies, 38(3), 475–487 https://doi.org/10.1006/imms.1993.1022
  32. Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. Management Information Systems Quarterly, 13(3), 319– 340
  33. Derakhshan, A., Dewaele, J-M, & Azari Noughabi, M. (2022). Modeling the contribution of resilience, well-being, and L2 grit to foreign language teaching enjoyment among Iranian English language teachers. System, 190, 102890. https://doi.org/10.1016/j.system.2022.102890
  34. Derakhshan, A., & Fathi, J. (2023). Grit and foreign language enjoyment as predictors of EFL learners’ online engagement: The mediating role of online learning self-efficacy. Asia Pacific Education Researcher. Advance online publication. https://doi.org/10.1007/s40299-023-00745-x
  35. Derakhshan, A., Kruk, M., Mehdizadeh, M., & Pawlak, M. (2021). Activity-induced boredom in online EFL classes. ELT Journal, 76(1), 58–68. https://doi.org/10.1093/elt/ccab072
  36. Derakhshan, A., Kruk, M., Mehdizadeh, M., & Pawlak, M. (2021). Boredom in online classes in the Iranian EFL context: Sources and solutions. System, 101, 102556. https://doi.org/10.1016/j.system.2021.102556
  37. Derakhshan A, Greenier V, & Fathi J. (2022). Exploring the interplay between a loving pedagogy, creativity, and work engagement among EFL/ESL teachers: A multinational study. Current Psychology. 2022 doi: 10.1007/s12144-022-03371-w
  38. Derakhshan, A., & Shakki, F. (2019a). A critical review of language teacher education for a global society: A modular model for knowing, analyzing, recognizing, doing, and seeing. Critical Studies in Texts and Programs in Human Sciences, 19(6), 109 –127
  39. Dewaele, J.-M., & Alfawzan, M. (2018). Does the effect of enjoyment outweigh that of anxiety in foreign language performance? Studies in Second Language Learning and Teaching, 8(1), 21e45. https://doi.org/10.14746/ssllt.2018.8.1.2
  40. Dewaele, J.-M., & Dewaele, L. (2018). Learner-internal and learner-external predictors of willingness to communicate in the FL classroom. Journal of the European Second Language Association, 2(1), 24–37. https://doi.org/10.22599/jesla.37
  41. Dewaele, J.-M., & Dewaele, L. (2020). Are foreign language learners’ enjoyment and anxiety specific to the teacher? An investigation into the dynamics of learners’ classroom emotions. Studies in Second Language Learning and Teaching, 10(1), 45–65 https://doi.org/10.14746/ssllt.2020.10.1.3
  42. Dewaele, J.-M., Chen, X., Padilla, A. M., & Lake, J. (2019). The flowering of positive psychology in foreign language teaching and acquisition research. Frontiers in Psychology, 10, 2128. https://doi.org/10.3389/fpsyg.2019.02128
  43. Dewaele, J. M. (2019). The Effect of Classroom Emotions, Attitudes Toward English, and Teacher Behavior on Willingness to Communicate among English Foreign Language Learners. Journal of Language and Social Psychology, 38 (4), 523–535. doi: 10.1177/0261927X19864996
  44. Dewaele, J.-M., & MacIntyre. P. D. (2014). The Two Faces of Janus? Anxiety and Enjoyment in the Foreign Language Classroom. Studies in Second Language Learning and Teaching, 4 (2), 237–274. doi:10.14746/ssllt.2014.4.2.5
  45. Dewaele, J. M., & MacIntyre, P. D. (2016). Enjoyment of foreign languages and foreign-language classroom anxiety. Are the right and left feet of FL learning? In P. MacIntyre, T. Gregersen, & S. Mercer (Eds.), Positive psychology in SLA (pp. 215–236). Bristol: Multilingual Matters.
  46. Dixson M., D. (2015). Measuring student engagement in the online course: The Online Student Engagement Scale (OSE) Online Learning. 2015 doi: 10.24059/olj.v19i4.561
  47. Duckworth, A. L. (2016). Grit: The power of passion and perseverance. Simon & Schuster, Inc.
  48. Duckworth, A. L., & Quinn, P. D. (2009). Development and Validation of the Short Grit Scale (Grit-S).” Journal of Personality Assessment, 91 (2), 166–174. doi: 10.1080/ 00223890802634290
  49. Duckworth, A. L., Quinn, P. D., & Seligman, M. (2009). Positive predictors of teacher effectiveness. J. Positiv. Psychol. 19, 540–547. doi: 10.1080/17439760903157232
  50. Duckworth, A. L., Peterson, C., Matthews, M. D., & Kelly, D. R. (2007). Grit: Perseverance and Passion for Long-term Goals. Journal of Personality and Social Psychology, 92 (6), 1087–1101. doi:10.1037/0022-3514.92.6.1087
  51. Elahi Shirvan, M., Taherian, T., & Yazdanmehr, E. (2021b). L2 grit: a longitudinal confirmatory factor analysis -curve of factors model. Studies in Second Language.
  52. Ekici, M., Coskun, H. I., & Yurdugul, H. (2014). Investigation of the relationship between learning approaches and online self-regulation behavior. Procedia – Social and Behavioral Sciences, 141, 285–289. https://doi.org/10.1016/j.sbspro.2014.05.050
  53. Farahani, A., & Iraji Noghondar, M. (2014). The relationship between achievement goal orientations, self-efficacy, and academic success. Journal of Educational Psychology, 3(1), 43–57
  54. Fathi J, Mohammaddokht F, Nourzadeh S. (2021). Grit and foreign language anxiety as predictors of willingness to communicate in the context of foreign language learning: A structural equation modeling approach. Issues in Language Teaching. 10(2), 1–30. Doi: 10.22054/ilt.2021.63362.627
  55. Farrell, O., & Brunton, J. (2020). A balancing act: A window into online student engagement experiences. International Journal of Educational Technology in Higher Education, 17, 25
  56. Gao, Y., Wang, X., & Reynolds, B. L. (2025). The mediating roles of resilience and flow in linking basic psychological needs to tertiary EFL learners' engagement in the informal digital learning of English: A mixed-methods study. Behavioral Sciences, 15(1), 85. https://doi.org/10.3390/bs15010085
  57. Gao, L. X., & Zhang, L. J. (2020). Teacher learning in difficult times: Examining foreign language teachers' cognitions about online teaching to tide over COVID-19. Frontiers in Psychology, 11(49653), 1–14
  58. Gloparvar, S. E., Khafi, A. (2021). The role of 2 measures of second language writing self-efficacy in integrated writing strategy use and performance. Assess. Writ. 47 1–15
  59. Grammarly. (n.d.). Grammarly. https://app.grammarly.com/ morlingcollege.libguides.com+1
  60. Hagenauer, G., & Hascher, T. (2014). Early adolescents' enjoyment experienced in learning situations at school and its relation to student achievement. Journal of Education and Training Studies, 2(2), 20 –30
  61. Han, Y., & Wang, Y. (2021). Investigating the correlation among Chinese EFL teachers' self-efficacy, reflection, and work engagement. Frontiers in Psychology, 12, Article 763234. https://doi.org/10.3389/fpsyg.2021.763234
  62. Harasim, L. (2000). Shift happens: Online education as a new paradigm in learning. The Internet and Higher Education, 3(1–2), 41–61. https://doi.org/10.1016/s1096-7516 (00)00032-4
  63. Hosseini, H., Fathi, J., Derakhshesh, A., & Mehraein, S. (2022). A model of classroom social climate, foreign language enjoyment, and student engagement among English as a foreign language learners. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2022.933842 Frontiers
  64. Hill, P. L., Burrow, A. L., & Bronk, K. C. (2016). Persevering with positivity and purpose: an examination of purpose, commitment, and positive affect as predictors of grit. J. Happiness Stud. 17, 257–269. doi: 10.1007/s10902-014-9593-5
  65. Hilliard, J., Wong, P., Kear, K., Donelan, H. M., & Heaney, C. (2020, April 29–30). Using real-time student feedback as media. Learning and Instruction, 13(2), 125–139. https://doi. org/10.1016/s0959-4752 (02)00016-6
  66. Hodges, C., Moore, S., Lockee, B., Trust, T., & Bond, A. (2020). The difference between Emergency Remote Teaching and Online Learning. https://edtechmagazine.com/higher/article/2020/05/ emergency-remote-teaching-rigorous-online-learning-perfection
  67. Hood, N., Littlejohn, A., & Milligan, C. (2015). Context counts: How learners' contexts influence learning in a MOOC. Computers & Education, 91, 83–91. https://doi.org/10.1016/j. compedu.2015.10.019
  68. Jiang, Y., & Dewaele, J.-M. (2019). How unique is the foreign language classroom enjoyment and anxiety of Chinese EFL learners? System, 82, 13–25.https://doi.org/10.1016/j.system.2019.02.017
  69. Jiang, W., She, C., Liang, Q., & Xing, Q. (2023). Learning adaptability facilitates self-regulated learning at school: The chain mediating roles of academic motivation and self-management. Frontiers in Psychology, 14, 1162072. https://doi.org/10.3389/fpsyg.2023.1162072
  70. Jin, Y., & Zhang, L. J. (2018). The dimensions of foreign language classroom enjoyment and their effect on foreign language achievement. International Journal of Bilingual Education and Bilingualism, 24(7), 948–972. https://i.org/10.1080/13670050.2018.1526253
  71. Jin, B., & Kim, J. (2017). Grit, basic needs satisfaction, and subjective well-being. Journal of Individual Differences, 38(1):29–35. doi: 10.1027/1614-0001/a000219
  72. Joe, H., K., Hiver, P., & Al-Hoorie, A., H. (2017). Classroom Social Climate, Self-determined Motivation, Willingness to Communicate, and Achievement: A Study of Structural Relationships in Instructed Second Language Settings. Learning and Individual Differences 53, 133–144. doi:10.1016/j.lindif.2016.11.005
  73. Joo, Y. J., Joung, S., & Kim, J. (2014). Structural relationships among self-regulated learning, learning flow, satisfaction, and learning persistence in cyber universities. Interactive Learning Environments, 22(6), 752–770. https://doi.org/10.1080/104948 20.2012.745421
  74. Kärchner H., Schöne, C., Schwinger, M. (2021). Beyond the level of self-esteem: exploring the interplay of level, stability, and contingency of self-esteem, mediating factors, and academic achievement. Soc. Psychol. Educ. 2021:5. 10.1007/s11218-021-09610-5 [DOI]
  75. Keegan, K. (2017). Identifying and building grit in language learners. English Teaching Forum, 55(3), 2–9. http americanenglish.state.gov/files/ae/resource_files/etf_55_3_pg02-09
  76. Khajavy, G. H., MacIntyre, P. D., & Barabadi, E. (2018). Role of the emotions and classroom environment in willingness to communicate: Applying doubly latent multilevel analysis in second language acquisition research. Studies in Second Language Acquisition, 40(3), 605e624. https://doi.org/10.1017/ S0272263117000304
  77. Kiatkeeree, J., & Ruangjaroon, S. (2022). Unveiling the relationship between the grit of Thai English language learners, engagement, and language achievement in an online setting. LEARN Journal: Language Education and Acquisition Research Network, 15(2), 602–624
  78. King, J., & Ng, K., Y., S. (2018). Teacher emotions and the emotional labor of second language teaching. Language Teacher Psychology, 2, 141 –157. https://doi.org/ 10.21832/9781783099467 -013
  79. Lee, J., S. (2020). The role of grit and classroom enjoyment in EFL learners' willingness to communicate. Journal of Multilingual and Multicultural Development, 1-17
  80. Li, C. (2019). "A Positive Psychology Perspective on Chinese EFL Students' Trait Emotional Intelligence, Foreign Language Enjoyment and EFL Learning Achievement." Journal of Multilingual and Multicultural Development, 1–18. doi:10.1080/01434632.2019.1614187
  81. Li, C., Dewaele, J., M., & Jiang, G. (2019). The complex relationship between classroom emotions and EFL achievement in China. Applied Linguistics Review, 11(3), 485-510 https://doi.org/10.1515/applirev-2018-0043Zhipeng Zhang, Xuesong (Andy) Gao, Ting Liu, Chwee Beng Lee 480
  82. Li, C., Jiang, G., & Dewaele, J.,M. (2018). Understanding Chinese high school students' enjoyment of foreign languages: validation of the Chinese version of the Foreign Language Enjoyment Scale. System 76, 183–196. doi: 10.1016/j.system.2018.06.004
  83. Li, C., Huang, J., & Li, B. (2021b). The predictive effects of classroom environment and trait emotional intelligence on foreign language enjoyment and anxiety. System 96, 1–11
  84. Liao, L. (2006). A flow theory perspective on learner motivation and behavior in distance education. Distance Education, 27(1), 45–62. https://doi.org/10.1080/01587910600653215
  85. Liaw, S., S. (2008). Investigating students' perceived satisfaction, behavioral intention, and effectiveness of e-learning: A case study of the Blackboard system. Computers & Education, 51(2), 864–873. https://doi.org/10.1016/j.compedu.2007.09.005
  86. Liu, H., Shen, Y., Li, X., & Zhou, X. (2025a). Exploring the relationship between students' perceived teacher support, empathy, and boredom in English learning: a structural equation modelling approach. Acta Psychologica, 257, 105112 19. http://doi.org/https://doi.org/10.1016/j.actpsy.2025.105112
  87. Liu, H., Li, X., & Wang, X. (2025 b). Students' mindsets, burnout, anxiety, and classroom engagement in language learning: a latent profile analysis. Innovation in Language Learning and Teaching, 1–16. https://doi.org/10.1080/17501229.2025.2491748
  88. Liu, S. H., Liao, H. L., & Pratt, J. A. (2009). Impact of media richness and flow on e-learning technology acceptance. Computers & Education, 52(3), 599–607. https://doi.org/10.1016/j. compedu.2008.11.002
  89. MacIntyre, P. D., Gregersen, T., & Mercer, S. (2020). Language teachers’ coping strategies during the COVID-19 conversion to online teaching: Correlations with stress, well-being, and negative emotions. System, 94, 1 –20. https://doi.org/10.1016/j.system.2020.102352
  90. MacIntyre, P. D., & Gregersen, T. (2012). Emotions That Facilitate Language Learning: The Positive-broadening Power of the Imagination. Studies in Second Language Learning and Teaching 2 (2), 193–213. doi: 10.14746/ ssllt.2012.2.2.4
  91. MacIntyre, P. D., & Mercer, S. (2014). Introducing Positive Psychology to SLA. Studies in Second Language Learning and Teaching, 4 (2), 149–152. doi:10.14746/ssllt.2014.4.2.2
  92. Martin, F., & Bolliger, D. U. (2023). Designing online learning in higher education. In O. Zawacki-Richter & I. Jung (Eds.), Handbook of Open, Distance and Digital Education (pp. 1217–1236). Springer. https://doi.org/10.1007/978-981-19-2080-6_72
  93. Mayadas, A. F., Bourne, J., & Bacsich, P. (2009). Online education today. Science, 323, 85-9. https://doi.org/10.1126/science.1168874
  94. Mierzwa, E. (2019). Foreign language learning and teaching enjoyment: Teachers’ perspectives. Journal of Education, Culture and Society, 10(2), 170 –188. http://dx.doi.org/10.15503/jecs20192.170.188
  95. Mitchell K. M., McMillan D. E., Lobchuk M. M. (2019). Applying the “social turn” in writing scholarship to perspectives on writing self-efficacy. J. Learn. Dev. High. Educ. 2019:15
  96. Otondo, R. F., Van Scotter, J. R., Allen, D. G., & Palvia, P. (2008). The complexity of richness: Media, message, and communication outcomes. Information Management, 45(1), 21–30. https:// doi.org/10.1016/j.im.2007.09.003
  97. Paechter, M., Maier, B., & Macher, D. (2010). Students’ expectations of, and experiences in e learning: Their relation to learning achievements and course satisfaction. Computers & Education, 54(1), 222–229. https://doi.org/10.1016/j.compedu.2009.08.005
  98. Panadero, E., & Tapia, J.A. (2014). How do students self-regulate? Review of Zimmerman’s cyclical model of self-regulated learning. Anales de Psicología, 30(2), 450-462 https://dx.doi.org/10.6018/analesps.30.2.167221
  99. Paris, R. A. (2024). Intersectionalities of systematic barriers set upon underrepresented students in STEM: Capturing the potential benefits of online modality. https://doi.org/10.15760/honors.1473
  100. Peng, J.-E. (2019). The Roles of Multimodal Pedagogic Effects and Classroom Environment in Willingness to Communicate in English. System 82, 161–173. Doi: 10.1016/ system. 2019.04.006
  101. Pawlak, M., Kruk, M., Csizér, K., & Zawodniak, J. (2022). Investigating grit in second language learning: The role of individual difference factors and background variables.Language Teaching Research. https://doi.org/10.1177/13621688221105775
  102. Pawlak, M., Zarrinabadi, N., & Kruk, M. (2022). Positive and negative emotions, L2 grit, and perceived Competence as predictors of L2-motivated behavior. Journal of Multilingual and Multicultural Development. https://doi.org/10.1080/01434632.2022.2091579
  103. Reed J, Pritschet, B.L., & Cutton, D.M. (2013). Grit, conscientiousness, and the trans-theoretical model of change for exercise behavior. Journal of Health Psychology. 18(5), 612–619. Doi: 10.1177/1359105312451866
  104. Saadé, R., & Bahli, B. (2005). The impact of cognitive absorption on perceived usefulness and perceived ease of use in online learning: An extension of the technology acceptance model. Information Management, 42(2), 317–327. https://doi. org/10.1016/j.im.2003.12.013
  105. Saito, K., Dewaele, J.-M., Abe, M., & In’nami, Y. (2018). Motivation, emotion, learning experience, and second language comprehensibility development in classroom settings: A cross-sectional and longitudinal study. Language Learning, 68(3), 709–743. https://doi.org/10.1111/lang.12297
  106. Sadaghiani, H. R. (2011). Using multimedia learning modules in a hybrid online course in electricity and magnetism. Physical Review Special Topics - Physics Education Research, 7(1), 1–7
  107. Shafee Rad, H., & Jafarpour, A. A. (2022). Effects of well-being, grit, emotion regulation, and resilience interventions on L2 learners’ writing skills. Reading & Writing Quarterly (In Press. https://doi.org/10.1080/10573569.2022.2096517
  108. Schunk, D. H., & Zimmerman, B. J. (Eds.). (1994). Self-regulation of learning and performance: Issues and educational applications. Hillsdale, NJ: Lawrence Erlbaum Associates.
  109. Short, J., Williams, E., & Christie, B. (1976). The social psychology of telecommunications. Wiley & Sons.
  110. Song, Y. (2024). Assessing the interactions between learning enjoyment, motivation, burnout, and grit in EFL students: A mixed-method approach. BMC Psychology, 12, 796. https://doi.org/10.1186/s40359-024-02303-6 SpringerLink+1
  111. Solhi, M., Derakhshan, A., & Ünsal, B. (2023). Associations between EFL students’ L2 grit, boredom coping strategies, and emotion regulation strategies: A structural equation modeling approach. Journal of Multilingual and Multicultural Development. https:// doi.org/10.1080/01434632.2023.2175834
  112. Steinmayr, R., Weidinger, A. F., & Wigfield, A. (2018). Do students’ grit predict their school achievement above and beyond their personality, motivation, and engagement? Contemporary Educational Psychology, 53, 106–122. https://doi.org/10.1016/j.cedpsych.2018.02.004
  113. Sudina, E., Brown, J., Datzman, B., Oki, Y., Song, K., Cavanaugh, R., et al. (2020). Language-specific grit: exploring psychometric properties, predictive validity, and differences across contexts. Innovation in Language Learning and Teaching, 15, 334–351. https://doi.org/10.1080/ 17501229.2020.1802468
  114. Sudina, E., Brown, J., Datzman, B., Oki, Y., Song, K., Cavanaugh, R., Thiruchelvam, B., & Plonsky, L. (2021). Language-specific grit: Exploring psychometric properties, predictive validity, and differences across contexts. Innovation in Language Learning and Teaching, 15(4), 334–351. doi:10.1080/17501229.2020.1802468
  115. Su, Y., Li, Y., Liang, J. C., & Tsai, C. C. (2019). Moving literature circles into a wiki-based environment: The role of online self-regulation in EFL learners’ attitude toward collaborative learning. Computer Assisted Language Learning, 32, 556–586. https://doi.org/10.1080/09588221.2018.1527363
  116. Su, Y., Zheng, C., Liang, J.-C., & Tsai, C. C. (2018). Examining the relationship between English language learners’ online self-regulation and their self-efficacy. Australasian Journal of Human-Computer Studies, 59(4), 431–449. https:// doi.org/10.1016/s1071-5819 (03)00114-9
  117. Sung, E., & Mayer, R. E. (2012). Five facets of social presence in online distance education. Computers in Human Behavior 28(5), 1738–1747. https://doi.org/10.1016/j.chb.2012.04.014
  118. Sun, X., Fu, R., Zhang, G., & Chen, C. (2022). Effects of multimedia-integrated fine arts education on students’ learning attitude and learning satisfaction. Frontiers in Psychology, 13, Article 907468. https://doi.org/10.3389/fpsyg.2022.907468
  119. Sun, T Wang, C. (2020). College students’ writing self-efficacy and writing self-regulated learning strategies in learning English as a foreign language. System 90:102221.10.1016/j. System. 2020.102221 [DOI]
  120. Teimouri, Y., Plonsky, L., & Tabandeh, F. (2020). L2 grit: Passion and perseverance for second–language learning. Language Teaching Research, 1, 1 –15. https://doi.org/10.1177%2F1362168820921895
  121. Trenholm, S., & Peschke, J. (2020). Teaching undergraduate mathematics fully online: A review from the perspective of communities of practice. International Journal of Educational Technology in Higher Education, 17(1), 37. https://doi.org /10.1186/s41239-020-00215-0
  122. Tiwari, R., Negi, T., & Chouthoy, S. (2025). Cool, caring, and communicating - the human touch: How car brands used social media anthropomorphism in pandemic times. Rajagiri Management Journal. https://doi.org/10.1108/ramj-08-2024-0207
  123. Vainio, M. M., & Daukantaite, D. (2016). Grit and different aspects of well-being: direct and indirect relationships via the sense of coherence and authenticity. J. Happiness Stud. 17, 2119–2147 doi: 10.1007/s10902-015-9688-7
  124. Wang, Y. L., Derakhshan, A., & Zhang, L. J. (2021). Researching and practicing positive psychology in second/foreign language learning and teaching: The past, current status, and future directions. Frontiers in Psychology, 12, 1 –10. https://doi.org/10.3389/fpsyg.2021.731721
  125. Wang, W., & Zhan, J. (2020). The relationship between English language learner characteristics and online self-regulation: A structural equation modeling approach. Sustainability, 12(7), 3009
  126. Winne, P. H. (1996). A metacognitive view of individual differences in self-regulated learning. In D. C. Berliner & R. C. Calfee (Eds.), Handbook of educational psychology (pp. 295–322). Macmillan.
  127. Wu, Y.T., Foong, L.Y.Y. & Alias, N. (2022). Motivation and grit affect undergraduate students’ English language performance. European Journal of Education Research. 11(2), 781–794. doi: 10.12973/eu-jer.11.2.781
  128. Yen, W. C., & Lin, H. H. (2020). Investigating the effect of flow experience on learning performance and entrepreneurial self-efficacy in a business simulation systems context. Interactive Learning Environments. Advanced online publication. https:// doi.org/10.1080/10494820.2020.1734624
  129. Yi, M. Y., & Hwang, Y. (2003). Predicting the use of web-based information systems: Self-efficacy, enjoyment, learning goal orientation, and the technology acceptance model. International
  130. Yu, M., et al. (2025). Chinese students’ English learning self-efficacy, enjoyment, L2 grit, disciplinary difference, and performance: A moderated mediation model. BMC Psychology, 13, 1307. https://doi.org/10.1186/s40359-025-03616 -w SpringerLink
  131. Xie, F., Derakhshan, A. (2021). A conceptual review of positive teacher interpersonal communication behaviors in the instructional context. Front. Psychol. 12:708490. 10.3389/fpsyg.2021.708490
  132. Xu, Y. (2022). The influence of EFL teachers’ hope and trust on their academic grit: a theoretical review. Frontiers in Psychology. Doi: 10.3389/fpsyg 2022.929841
  133. Zhan, Z., & Mei, H. (2013). Academic self-concept and social presence in face-to-face and online learning: Perceptions and effects on students’ learning achievement and satisfaction across environments. Computers & Education, 69, 131–138. https://doi.org/10.1016/j.compedu.2013.07.002
  134. Zhao, Y., & Cao, Y. (2023). The effect of self-regulated learning and Community of Inquiry on the online learning engagement of Chinese as a foreign language learners.
  135. Zhao, Y., Wang, A., & Sun, Y. (2020). Technological environment, virtual experience, and MOOC continuance: A stimulus– organism–response perspective. Computers & Education, 144, 103721. https://doi.org/10.1016/j.compedu.2019.103721
  136. Zhao, Y., Li, Y., Sun, Z.-H., Jiang, Q., & Zhao, S. (2024). Variations in online self-regulated learning abilities among Chinese K-12 teachers across different regions and levels. Frontiers in Psychology, 15, Article 1463287. https://doi.org/10.3389/fpsyg.2024.1463287
  137. Zheng, B., & Zhang, Y. (2020). Self-regulated learning: the effect on medical student learning outcomes in a flipped classroom environment. BMC Medical Education,20 (1),100. https://doi.org/10.1186/s12909-020-02023-6
  138. Zheng, S., Heydarnejad, T., & Aberash, A. (2022). Modeling the interplay between emotion regulation, self-efficacy, and L2 grit in higher education. Frontiers in Psychology, 13, Article 1013370. https://doi.org/10.3389/fpsyg.2022.1013370
  139. Zhong, Q., Wang, Y., Lv, W., Xu, J., & Zhang, Y. (2022). Self-Regulation, Teaching Presence, and Social Presence: Predictors of Students’ Learning Engagement and Persistence in Blended Synchronous Learning. Sustainability, 14(9), 5619. https://doi.org/10.3390/su14095619 MDPI
  140. Zhou, Y., & Wei, M. (2018). Strategies in technology-enhanced language learning. Studies in Second Language Learning and Teaching, 8(2), 471-495
  141. Zhu, Y., Zhang, J. H., Au, W., & Yates, G. (2020). University students’ online learning attitudes and continuous intention to undertake online courses: A self-regulated learning perspective. Educational Technology Research and Development, 68, 1485–1519. https://doi.org/10.1007/s11423-020-09753
  142. Zimmerman, B. J. (2000). Attaining self-regulation. A social cognitive perspective. In: Boekaerts, M, Pintrich, P., and Zeidner, M (eds.), Handbook of Self-Regulation, 13–39. San Diego, CA: Academic Press. https://doi. org/10.1016/B978-012109890-2/50031-7
  143. Zimmerman, B. J. (2001). Theories of self-regulated learning and academic achievement: An overview and analysis. In B. J. Zimmerman & D. H. Schunk (Eds.), Self-regulated learning and academic achievement (Second ed., pp. 1–37). New York: Lawrence Erlbaum Associates.
  144. Zimmerman, B. J., & Schunk, D. H. (Eds.). (2011). Handbook of self-regulation of learning and performance. Routledge. Search.worldcat.org+2research.unl.pt+2
  145. Zou, M., Azari Noughabi, M., & Peng, C. (2025). Modeling the associations between L2 grit, foreign language enjoyment, and student engagement among Chinese EFL English major learners: A control value theory perspective. System, 131, 103679. https://doi.org/10.1016/j.system.2025.103679