The Correlation Between the Use of Online Learning Platforms and Undergraduate Students’ Self-Efficacy
Аннотация
Background: Self-efficacy and the use of learning activities in online learning platforms have been extensively researched recently and are considered factors of online learning success. However, little research empirically seeks the correlation between those variables, including in English as a foreign language (EFL) online classes.
Purpose: To investigate whether there is a significant correlation between the use of online learning platforms and EFL students' self-efficacy in online learning in English classes.
Method: This quantitative research used two questionnaires, i.e., the Online Learning Platform Questionnaire (OLPQ) and the Self-Efficacy Questionnaire for Online Learning (SeQoL). The use of online learning platforms measured in this study includes independent learning, virtual meetings, forum discussion, collaborative learning, and assessment; meanwhile, self-efficacy includes course completion, social interaction, academic interaction, interaction with lecturers, and the use of LMS. The sample of this research was 133 EFL students from three universities in Indonesia. The data was analyzed using Spearman's correlation at the significance level of 0.05.
Results: The results show that independent learning, collaborative learning, and forum discussion correlate with most constructs of self-efficacy. Meanwhile, the results indicate no correlation between two constructs of online learning platforms, namely virtual meetings and assessments, and three constructs of self-efficacy, i.e., students’ social interaction, academic interaction, and students’ interaction with lecturers.
Conclusion: This research shows that more frequent use of online learning platforms, especially those covering independent learning, collaborative learning, and forum discussion, results in higher confidence among EFL students to succeed in online learning.
Suggestion: Therefore, this research suggests that lecturers consider using significant features of online learning platforms to enhance students’ self-efficacy in online EFL classes.
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Adedoyin, O. B., & Soykan, E. (2020). Covid-19 pandemic and online learning: the challenges and opportunities.Interactive Learning Environments, 31, 1-13. DOI: https://doi.org/10.1080/10494820.2020.1813180
Al-Mamary, Y. H. S., Siddiqui, M. A., Abdalraheem, S. G., Jazim, F., Abdulrab, M., Rashed, R. Q., Alquhaif, A. S., & Aliyu Alhaji, A. (2023). Factors impacting Saudi students' intention to adopt learning management systems using the TPB and UTAUT integrated model. Journal of Science and Technology Policy Managemen. DOI: https://doi.org/10.1108/JSTPM-04-2022-0068
Al-Mubireek, S. (2019). E-learning in the English classroom: Comparing two e-learning platforms impacting preparatory year students' language learning. CALL-EJ, 20(2), 19-37. http://callej.org/journal/20-2/Al-Mubireek2019.pdf.
Aldiab, A., Chowdhury, H., Kootsookos, A., Alam, F., & Allhibi, H. (2019). Utilization of Learning Management Systems (LMSs) in higher education system: A case review for Saudi Arabia. Energy Procedia, 160, 731-737. DOI: https://doi.org/10.1016/j.egypro.2019.02.186
Alqurashi, E. (2016). Self-efficacy in online learning environments: A literature review. Contemporary Issues in Education.
Research, 9(1), 45-52. DOI: https://doi.org/10.19030/cier.v9i1.9549
Alshammari, S. H. (2020). The influence of technical support, perceived self-efficacy, and instructional design on students' use of learning management systems. Turkish Online Journal of Distance Education, 21(3), 112-141, Article 9. DOI: https://doi.org/10.17718/tojde.762034
Alsubhi, M. A., Sahari, N., & Wook, T. S. M. T. (2020). A conceptual engagement framework for gamified e-learning platform activities.International Journal of Emerging Technologies in Learning, 15(22), 4-23. DOI: https://doi.org/10.3991/ijet.v15i22.15443
Altunçekiç, A. (2022). Developing a distance education self-efficacy belief scale: A validity and reliability study. Participatory Educational Research, 9(1), 349-361. DOI: https://doi.org/10.17275/per.22.19.9.1
Amin, F. M., & Sundari, H. (2020). EFL students' preferences on digital platforms during emergency remote teaching: Video conference, LMS, or messenger application? Studies in English Language and Education, 7(2), 362-378. DOI: https://doi.org/10.24815/siele.v7i2.16929
Apridayani, A., & Teo, A. (2021). The interplay among SRL strategies, English self-efficacy, and English proficiency of Thai university students. Studies in English Language and Education, 8(3), 1123-1143. DOI: https://doi.org/10.24815/siele.v8i3.20213
Arifianto, M. L., & Izzudin, I. F. (2021). Students' acceptance of Discord as an alternative online learning media.International Journal of Emerging Technologies in Learning, 16(20), 179-195. DOI: https://doi.org/10.3991/ijet.v16i20.22917
Bagata, D. T. R., Umamah, A., & Fikri, D. (2020). EFL university students' perception of the use of online learning platform in the Covid 19 pandemic. Jurnal Penelitian, Pendidikan, dan Pembelajaran, 15(34).
Bai, B., & Wang, J. (2020). The role of growth mindset, self-efficacy and intrinsic value in self-regulated learning and English language learning achievements. Language Teaching Research, 27(1), 207-228. DOI: https://doi.org/10.1177/1362168820933190
Balderas, A., De-La-Fuente-Valentin, L., Ortega-Gomez, M., Dodero, J. M., & Burgos, D. (2018). Learning management systems activity records for students' assessment of generic skills. IEEE Access, 6, 15958-15968. DOI: https://doi.org/10.1109/ACCESS.2018.2816987
Bandura, A. (1997). Self-efficacy: The exercise of control. W.H. Freeman and Company.
Budhyani, I. D. A. M., Candiasa, M., Sutajaya, M., & Nitiasih, P. K. (2022). The effectiveness of blended learning with combined synchronized and unsynchronized settings on self-efficacy and learning achievement.International Journal of Evaluation and Research in Education, 11(1). DOI: https://doi.org/10.11591/ijere.v11i1.22178
Cadapan, R. R., Tindowen, D. J., Mendezabal, M. J., & Quilang, P. (2022). Graduate school students' self-efficacy toward online learning in the midst of the COVID-19 pandemic.International Journal of Evaluation and Research in Education, 11(2), 555-564. DOI: https://doi.org/10.11591/ijere.v11i2.21856
Chen, Y. (2020). Correlation between self-efficacy and English performance.International Journal of Emerging Technologies in Learning, 15(8), 223-234. DOI: https://doi.org/10.3991/ijet.v15i08.13697
Chiu, T. K. F., & Hew, T. K. F. (2018). Factors influencing peer learning and performance in MOOC asynchronous online discussion forum. Australasian Journal of Educational Technology, 34(4), 16-28. DOI: https://doi.org/10.14742/ajet.3240
Chou, M.-H. (2017). Modelling the relationship among prior English level, self-efficacy, critical thinking, and strategies in reading performance. The Journal of AsiaTEFL, 14(3), 380-397. DOI: https://doi.org/10.18823/asiatefl.2017.14.3.1.380
Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications, Inc.
de Winter, J. C. F., Gosling, S. D., & Potter, J. (2016).Comparing the Pearson and Spearman correlation coefficients across distributions and sample sizes: A tutorial using simulations and empirical data. Psychological Methods, 21(3), 273-290. DOI: https://doi.org/10.1037/met0000079
Elfiondri, E., Mustafa, F., & Yusuf, Y. Q. (2022). Workshop Activity Module in e-learning for maximum vocabulary exposure in an EFL classroom. CALL-EJ, 23(2), 6-17.
Fitriyah, I., & Jannah, M. (2021). Online assessment effect in EFL classroom: An investigation on students and teachers' perceptions. Indonesian Journal of English Language Teaching and Applied Linguistics, 5(2), 265-284.
Genç, G., Kuluşaklı, E., & Aydın, S. (2016). Exploring EFL learners' perceived self-efficacy and beliefs on English language learning. The Australian Journal of Teacher Education, 41(2), 53-68. DOI: https://doi.org/10.14221/ajte.2016v41n2.4
Geng, L. (2022). Influence of self-efficacy improvement on online learning participation.International Journal of Emerging Technologies in Learning, 17(1), 118-132. DOI: https://doi.org/10.3991/ijet.v17i01.28719
Golparvar, S. E., & Khafi, A. (2021). The role of L2 writing self-efficacy in integrated writing strategy use and performance. Assessing Writing, 47, Article 100504. DOI: https://doi.org/10.1016/j.asw.2020.100504
Graham, S. (2022). Self-efficacy and language learning - what it is and what it isn't. The Language Learning Journal, 50(2), 186-207. DOI: https://doi.org/10.1080/09571736.2022.2045679
Haron, N. N., Zaid, Y. H., & Ibrahim, N. A. (2015). E-learning as a platform to learn English among ESL learners: Benefits and barriers. In M. Stapa & H. Jaafar (Eds.), Research in language teaching and learning (pp. 79-106). UTM Press.
Ho, W. Y. (2018). Mobility and language learning: A case study on the use of an online platform to learn Chinese as a foreign language. London Review of Education, 16(2), 239-249. DOI: https://doi.org/10.18546/lre.16.2.05
Hodder, R. K., & Wolfenden, L. (2017).Comparison of online and paper survey participation rates in a child health survey by parents of secondary school students. Australian and New Zealand Journal of Public Health, 41(5), 547-548. DOI: https://doi.org/10.1111/1753-6405.12682
Hodges, C. (2016). The development of learner self-efficacy in MOOCs. Proceedings of Global Learn-Global conference on Learning and Technology (pp. 517-522). Association for the Advancement of Computing in Education.
Huang, Q. (2022). Does learning happen? A mixed study of online chat data as an indicator of student participation in an online English course. Education and Information Technologies, 27(6), 7973-7992. DOI: https://doi.org/10.1007/s10639-022-10963-3
Ithriah, S. A., Ridwandono, D., & Suryanto, T. L. M. (2020). Online learning self-efficacy: The role in e-learning success. Journal of Physics: Conference Series, 1569(2), Article 022053. DOI: https://doi.org/10.1088/1742-6596/1569/2/022053
Joyce, M., & Kirakowski, J. (2014). Measuring confidence in internet use: The development of an internet self-efficacy scale. In Design, User Experience, and Usability. Theories, Methods, and Tools for Designing the User Experience (pp. 250-260). Springer Link. DOI: https://doi.org/10.1007/978-3-319-07668-3_25
Kaddoura, S., & Al Husseiny, F. (2021). An approach to reinforce active learning in higher education for IT students. Global Journal of Engineering Education, 23(1), 43-48.
Kaddoura, S., & Husseiny, F. A. (2021). On-line learning on information security based on critical thinking andragogy. World Transactions on Engineering and Technology Education, 19(2), 157-162.
Karbakhsh, R., & Safa, M. A. (2020). Basic psychological needs satisfaction, goal orientation, willingness to communicate, self-efficacy, and learning strategy use as predictors of second language achievement: A structural equation modeling approach. Journal of Psycholinguistic Research, 49(5), 803-822. DOI: https://doi.org/10.1007/s10936-020-09714-7
Kumi-Yeboah, A., Dogbey, J., & Yuan, G. (2017). Online collaborative learning activities: The perspectives of minority graduate students. Online Learning, 21(4), 5-28. DOI: https://doi.org/10.24059/olj.v21i4.1277
Li, D. (2020). A review of self-efficacy of learners through online learning.International Journal of Humanities and Education Development, 2(6), 526-533. DOI: https://doi.org/10.22161/jhed.2.6.17
Li, J. (2021). Design, implementation, and evaluation of online English learning platforms. Wireless Communications and Mobile Computing, 2021, Article 5549782. DOI: https://doi.org/10.1155/2021/5549782
Li, L., & Yang, S. (2021). Exploring the influence of teacher-student interaction on university students' self-efficacy in the flipped classroom. Journal of Education and Learning, 10(2), 84-90. DOI: https://doi.org/10.5539/JEL.V10N2P84
Libre, N. A. (2021). A discussion platform for enhancing students interaction in the online education. Journal of Online Engineering Education, 12(2), 7 - 12.
Liu, Z. Y., Lomovtseva, N., & Korobeynikova, E. (2020). Online learning platforms: Reconstructing modern higher education.International Journal of Emerging Technologies in Learning, 15(13), 4-21. DOI: https://doi.org/10.3991/ijet.v15i13.14645
Lock, R. H., Lock, P. F., Morgan, K. L., Lock, E. F., & Lock, D. F. (2021). Statistics: Unlocking the power of data (3rd ed.). John Wiley & Sons, Inc.
Mafulah, S., Basthomi, Y., Cahyono, B. Y., & Suryati, N. (2023). Exploring Indonesian EFL teacher-student interactions in online learning. Studies in English Language and Education, 10(2), 686-703. DOI: https://doi.org/10.24815/siele.v10i2.23804
Miller, K., Lukoff, B., King, G., & Mazur, E. (2018). Use of a social annotation platform for pre-class reading assignments in a flipped introductory physics class. Frontiers in Education, 3, Article 8. DOI: https://doi.org/10.3389/feduc.2018.00008
Moonma, J. (2021). Google classroom: Understanding EFL students' attitudes towards its use as an online learning platform. English Language Teaching, 14(11), 38-48. DOI: https://doi.org/10.5539/elt.v14n11p38
Nehe, B. M. (2021). Students' perception on Google Meet video conferencing platform during English speaking class in pandemic era. Journal of English Education, 10(1), 93-104. 10.25134/erjee.v10i1.5359 Ningias, R. A., & Indriani, L. (2021). EFL students' perspectives on their self-efficacy in speaking during online learning process. English Learning Innovation (Englie), 2(1), 28-34. 10.22219/englie.v2i1.14965. DOI: https://doi.org/10.25134/erjee.v10i1.5359Ningias
Nugroho, A., & Atmojo, A. E. P. (2022). Digital learning of English beyond classroom: EFL learners' perception and teaching activities. Journal of English Education and Linguistics Studies, 7(2), 219-243. DOI: https://doi.org/10.30762/jeels.v7i2.1993
Nurohmat, N. (2021). Effect of online learning on students' learning achievement. Jurnal Ilmu Pendidikan, 12(2), 165-171. DOI: https://doi.org/10.37640/jip.v12i2.865
Peechapol, C., Na-Songkhla, J., Sujiva, S., & Luangsodsai, A. (2018). Development of smartphone application based on the theory of planned behaviour to enhance self-efficacy for online learning.International Journal of Interactive Mobile Technologies, 12(4), 135-151. DOI: https://doi.org/10.3991/ijim.v12i4.8715
Pumptow, M., & Brahm, T. (2021). Students' digital media self-efficacy and its importance for higher education institutions: Development and validation of a survey instrument. Technology, Knowledge and Learning, 26(3), 555-575. DOI: https://doi.org/10.1007/s10758-020-09463-5
Rahmat, A., & Fachrunnisa, N. (2021). An analysis of applying Zoom cloud meeting towards EFL learning in pandemic era Covid-19. Jurnal Bahasa dan Sastra Inggris, 10(2), 114-134. DOI: https://doi.org/10.31314/british.10.2.114-134.2021
Ramsin, A., & Mayall, H. J. (2019). Assessing ESL learners' online learning self-efficacy in Thailand: Are they ready? Journal of Information Technology Education: Research, 18, 467-479. DOI: https://doi.org/10.28945/4452
Saidi, R. M., Sharip, A. A., Abd Rahim, N. Z., Zulkifli, Z. A., & Md Zain, S. M. (2021). Evaluating students' preferences of open and distance learning (ODL) tools. Procedia Computer Science, 179, 955-961. DOI: https://doi.org/10.1016/j.procs.2021.01.085
Samane-Cutipa, V. A., Quispe-Quispe, A. M., Talavera-Mendoza, F., & Limaymanta, C. H. (2022). Digital gaps influencing the online learning of rural students in secondary education: A systematic review.International Journal of Information and Education Technology, 12(7), 685-690. DOI: https://doi.org/10.18178/ijiet.2022.12.7.1671
Schober, P., & Schwarte, L. A. (2018). Correlation coefficients: Appropriate use and interpretation. Anesthesia and Analgesia, 126(5), 1763-1768. DOI: https://doi.org/10.1213/ANE.0000000000002864
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 Educational Technology, 34(3). DOI: https://doi.org/10.14742/ajet.3548
Suradi, N., Sui, L. K. M., Robani, A., & Mee, C. K. (2022). Examining first year engineering students' perceptions towards online speaking assessment amidst Covid-19 pandemic. Journal of Pharmaceutical Negative Results, 13(9), 5787-5804. DOI: https://doi.org/10.47750/pnr.2022.13.S09.699
Toader, T., Safta, M., Titirișcă, C., & Firtescu, B. (2021). Effects of digitalisation on higher education in a sustainable development framework-Online learning challenges during the COVID-19 pandemic. Sustainability, 13(11), Article 6444. DOI: https://doi.org/10.3390/su13116444
Torres, J. M., & Alieto, E. O. (2019). English learning motivation and self-efficacy of Filipino senior high school students. Asian EFL Journal, 22(1), 51-72.
Tsai, C.-L., Cho, M.-H., Marra, R., & Shen, D. (2020). The self-efficacy questionnaire for online learning (SeQoL). Distance Education, 41(4), 472-489. DOI: https://doi.org/10.1080/01587919.2020.1821604
Tseng, H. (2020). An exploratory study of students' perceptions of learning management system utilisation and learning community. Research in Learning Technology, 28(0), Article 2423. DOI: https://doi.org/10.25304/rlt.v28.2423
Udin, T., Maufur, S., & Riyanto, O. R. (2022). Student's self-efficacy and perceptions of online learning on the use learning management system. Journal of Education Technology, 6(1), 165-172. DOI: https://doi.org/10.23887/jet.v6i1.41884
Ulfatun, T., Septiyanti, F., & Lesmana, A. G. (2021). University students' online learning self-efficacy and self-regulated learning during the COVID-19 pandemic.International Journal of Information and Education Technology, 11(12), 597-602. DOI: https://doi.org/10.18178/ijiet.2021.11.12.1570
Vien, M. V., Ai, J. T. T., & Sung, C. K. (2019). The challenges of implementing information and communications technology (ICT) based online learning in Chinese independent high schools (CIHS) in Malaysia. Research in World Economy, 10(2), 117-128. DOI: https://doi.org/10.5430/rwe.v10n2p117
Wang, C., & Sun, T. (2020). Relationship between self-efficacy and language proficiency: A meta-analysis. System, 95, Article 102366. DOI: https://doi.org/10.1016/j.system.2020.102366
Wei, Y., Shi, Y., MacLeod, J., & Yang, H. H. (2022). Exploring the factors that influence college students' academic self-efficacy in blended learning: A study from the personal, interpersonal, and environmental perspectives. SAGE Open, 12(2), 1-12. DOI: https://doi.org/10.1177/21582440221104815
Wong, J., Khalil, M., Baars, M., de Koning, B. B., & Paas, F. (2019). Exploring sequences of learner activities in relation to self-regulated learning in a massive open online course.Computers & Education, 140, Article 103595. DOI: https://doi.org/10.1016/j.compedu.2019.103595
Wu, Y., Sun, Y., & Shyam Sundar, S. (2022). What do you get from turning on your video? Effects of videoconferencing affordances on remote class experience during COVID-19. Proceedings of the ACM on Human-Computer Interaction, 6(2), Article 3555773. DOI: https://doi.org/10.1145/3555773
Yang, Z. (2020). A study on self-efficacy and its role in mobile-assisted language learning. Theory and Practice in Language Studies, 10(4), 439-444. DOI: https://doi.org/10.17507/tpls.1004.13
Yasin, B., Kasim, U., Mustafa, F., Marhaban, S., & Komariah, E. (2022). Self-efficacy of English language teachers with low and high curriculum literacy in Indonesian schools Profile: Issues in Teachers' Professional Development, 24(2), 81-97. DOI: https://doi.org/10.15446/profile.v24n2.96187
Yavuzalp, N., & Bahçivan, E. (2020). The online learning self-efficacy scale: Its adaptation into Turkish and interpretation according to various variables. Turkish Online Journal of Distance Education, 21(1), 31-44. DOI: https://doi.org/10.17718/tojde.674388
Yokoyama, S. (2019). Academic self-efficacy and academic performance in online learning: A mini review. Frontiers in.
Psychology, 9, Article 2794. DOI: https://doi.org/10.3389/fpsyg.2018.02794
Zahidi, A. M., & Ong, S. I. (2023). Self-efficacy beliefs and self-regulated learning strategies in learning English as a second language. Theory and Practice in Language Studies, 13(6), 1483-1493. DOI: https://doi.org/10.17507/tpls.1306.17
Zhafira, N. H., & Irmalis, A. (2021). Perception of the online learning process during the Covid-19 pandemic at new higher education institution in Aceh.International Journal of Education, Language, and Religion, 3(1), 43-48. DOI: https://doi.org/10.35308/ijelr.v3i1.3692
Zhang, Y. (2020). Research on college English online learning platform model based on big data technology. Journal of Physics: Conference Series, 1648(4), Article 042090. DOI: https://doi.org/10.1088/1742-6596/1648/4/042090
Zhou, M. (2016). A revisit of general self-efficacy scale: Uni- or multi-dimensional? Current Psychology, 35(3), 427-436. DOI: https://doi.org/10.1007/s12144-015-9311-4
Antonova Unlu, E. (2019). Pinpointing the role of the native language in L2 learning: Acquisition of spatial prepositions in English by Russian and Turkish native speakers. Applied Linguistics Review, 10(2), 241-258. DOI: https://doi.org/10.1515/applirev-2016-1009
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