e-ISSN 2231-8526
ISSN 0128-7680
Jayanthi Muniandy, Malini Ganapathy and Munir Shuib
Pertanika Journal of Science & Technology, Volume 30, Issue 1, March 2022
DOI: https://doi.org/10.47836/pjssh.30.1.13
Keywords: Edmodo, ESL learners, gender, SEM, UTAUT
Published on: 16 March 2022
This study examines factors influencing ESL learners’ behavioural intention in using Edmodo, a social learning network, as a virtual learning community platform under the Unified Theory of Acceptance and Use Technology (UTAUT) model with gender as the moderator variable. A total of 200 English language learners from one of the public universities completed a five-point Likert questionnaire based on the UTAUT constructs: performance expectancy, effort expectancy, social influence, and facilitating conditions. The collected data were analysed using the structural equation modelling (SEM), and the results showed that facilitating conditions were the major predictor of learners’ behavioural intention. Besides, the learners’ gender had a significant moderation effect on social influence and behavioural intention. The findings of this study have the potential to enable English language educators to take into account the importance of the UTAUT factors and gender differences while developing an engaging and active virtual learning community.
Abidin, Z. N. A., Abu Bakar, A. H., & Ali, Z. (2018). Web 2.0: A collaborative learning approach using Edmodo in group discussion. Journal of Humanities, Language, Culture and Business, 2(10), 26-36. http://umpir.ump.edu.my/id/eprint/24169
Abu Bakar, A., Razak, F. Z. A., & Abdullah, W. S. W. (2013). Assessing the effects of UTAUT and self-determination predictor on students continuance intention to use student portal. World Applied Sciences Journal, 21(10), 1484-1489. https://doi.org/10.5829/idosi.wasj.2013.21.10.2920
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179-211. https://doi.org/10.1016/0749-5978(91)90020-T
Alqahtani, A. S. (2019). The use of Edmodo: Its impact on learning and students’ attitudes toward it. Journal of Information Technology Education: Research, 18, 319-330.https://doi.org/10.28945/4389
Andrienko, A. (2017). The role of virtual educational environment in English for specific learning purposes. Advances in Computer Science Research, 72, 209-215. https://doi.org/10.2991/itsmssm-17.2017.45
Anggoro, A., & Arisantoso. (2018). Analisis perilaku dari penerapan e-learning secara tidak penuh terhadap penggunaan aplikasi web Edmodo pada proses belajar mengajar dengan pendekatan UTAUT [Behavioural analysis of a full application of e-learning to the use of the Edmodo web application in the teaching-learning process with the UTAUT approach]. Maklumatika, 5(1), 54-63.
Annamalai, N., Kabilan, M. K., & Annamalai, S. (2018). Enhancing meaningful learning of poems using Edmodo. Pertanika Journal of Social Sciences and Humanities, 26(2), 841-858.
Asare, A. O., Shao, Y. F., & Adjei-Budu, K. W. (2016). Adoption of e-learning higher education: Expansion of UTAUT model. European Academic Research, 3(12), 13236-13259.
Ashari, M. Z. S., Azmi, N., Yaacob, Y., Noor Alshurdin, S. H., & Low, K. F. (2018). Interaction behavior on Edmodo in biology: Integrating UTAUT model. International Journal of Engineering & Technology, 7, 104-108. https://doi.org/10.14419/ijet.v7i3.7.16248
Baumgartner, H., & Homburg, C. (1996) Applications of structural equation modeling in marketing and consumer research: A review International journal of Research in Marketing, 13(2), 139-161. https://doi.org/10.1016/0167-8116(95)00038-0
Bhattacherjee, A. (2012). Social Science Research: Principles, Methods, and Practices. Global Text Project. http://scholarcommons.usf.edu/oa_textbooks/3
Brahmasrene, T., & Lee, J. W. (2012). Determinants of intent to continue using online learning: A tale of two universities. Interdisciplinary Journal of Information, Knowledge, and Management, 7, 1-20.
Cyfeku, J. (2013). ESP students; variations across gender and proficiency. A case study. Journal of Educational and Social Research, 3(7), 774-781. https://doi.org/10.5901/jesr.2013.v3n7p774
Ekici, D. I. (2017). The use of Edmodo in creating an online learning community of practice for learning to teach science. Malaysian Online Journal of Educational Sciences, 5(2), 91-106. https://files.eric.ed.gov/fulltext/EJ1142512.pdf
Field, A. (2009). Discovering Statistics Using SPSS (3rd ed.). Sage Publications Ltd.
Fisher, A., Exley, K., & Ciobanu, D. (2014). Using technology to support learning and teaching. Routledge.
Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2006). Multivariate Data Analysis (6th ed.). Pearson University Press.
Holmes, J. (2007). Designing agents to support learning by explaining. Computers and Education, 48(4), 523-525. http://doi.org/10.1016/j.compedu.2005.02.007
Islam, M. A., Rahim, A. A., Tan, C. L., & Momtaz, H. (2011). Effect of demographic factors on e-learning effectiveness in a higher learning institution in Malaysia. International Education Studies, 4, 112-121. http://doi.org/10.5539/ies.v4n1p112
Kapti. (2017). Evaluasi implementasi e-learning Edmodo di STMIK Bina Patria [evaluation of Edmodo eLearning implementation at STMIK Bina Patria]. TRANSFORMASI Jurnal Informasi & Pengembangan Iptek, 13(2), 62-68. https://ejournal.stmikbinapatria.ac.id/index.php/JT/article/view/135
Khoo, Y. Y., Yusof, R., Yap, S., & Zakariya, Z. (2018). The effects of collaborative mobile learning using Edmodo among Economics undergraduates. International Journal of Academic Research in Progressive Education and Development, 7(3), 40-47. https://doi.org/10.6007/IJARPED/v7-i3/4283
Kline, P. (2013). Handbook of psychological testing. Routledge
Krejcie, R. V., & Morgan, D. W. (1970). Determining sample size for research activities. Educational and Psychological Education, 30(3), 607-610. https://doi.org/10.1177/001316447003000308
Kurniabudi. K., & Assegaff, S. (2016). Analisis perilaku penerimaan Edmodo pada perkuliahan dengan model UTAUT [Edmodo acceptance behaviour analysis in lectures using the UTAUT model]. TEKNOSI, 2(3), 1-10. https://doi.org/10.25077/TEKNOSI.v2i3.2016.1-10
Liaw, S., & Huang, H. (2011). A study of investigating learners’ attitudes toward E-learning. Proceedings of the 5th International Conference on Distance Learning and Education, 12, 28-32.
Mokhtar, F. A. (2016). Recognizing possible limitations of e-learning through Edmodo. Proceeding of ICECRS. 1, 243-252. https://doi.org/10.21070/picecrs.v1i1.607
Neuman, W. L. (2014). Social research methods: Qualitative and quantitative approaches (7th ed.). Pearson New International Edition.
Ngo, J., & Ngadiman, A. (2019). The impacts of Edmodo on students’ performance in ESP classrooms. International Seminar on Language, Education, and Culture, 369-378. https://doi.org/10.18502/kss.v3i10.3918
Nguyen, H. B., & Nguyen, B. T. P. (2019). Edmodo use in ESP writing: Students’ perceptions. European Journal of English Language Teaching, 4(4), 130-140. https://doi.org/10.5281/zenodo.3240463
North-Samardzic, A., & Jiang, B. (2015). Acceptance and use of Moodle by students and academics. AMCIS, 1-13.
Nuari, E. S., Nurkhin, A., & Kardoyo. (2019). Analisis determinan pemanfaatan Edmodo dengan menggunakan unified theory of acceptance and use of technology (UTAUT) [determinant analysis of Edmodo utilization using Unified Theory of Acceptance and Use of Technology (UTAUT)]. Jurnal Pendidikan Akuntansi Indonesia, 17(1), 57-73. https://doi.org/10.21831/jpai.v17i1.26337
Purnawarman, P., Susilawati, S., & Sundayana, W. (2016). The use of Edmodo in teaching writing in a blended learning setting. Indonesian Journal of Applied Linguistics, 5(2), 242-252. https://doi.org/10.17509/ijal.v5i2.1348
Reid, J. M. (1995). Learning styles in the ESL/EFL classroom. Heinle & Heinle Publishers.
Simon, K. (2016). Edmodo: The Facebook of learning platforms. The Electronic Journal for English as a Second Language, 20(1), 1-8.
Sofia, H., & Phil, M. (2018). Video recordings of oral presentation skills and Edmodo app to enhance presentation skills of students. Challenges and Opportunities for Teaching and Research in English Language and Literature, 18(6), 110-119. http://www.languageinindia.com/june2018/vitseminarenglish/sofiaoralpresentationfinal.pdf
Straub, D., Boudreau, M., & Gefen, D. (2004). Validation guidelines for IS positivist research. Communications of the Association for Information Systems, 13, 380-427. https://doi.org/10.17705/1CAIS.01324
Taherdoost, H. (2016). Validity and reliability of the research instrument; how to test the validation of a questionnaire/survey in a research. International Journal of Academic Research in Management, 5(3), 28-36.
Tan, P. J. B. (2013). Applying the UTAUT to understand factors affecting the use of English e-learning websites in Taiwan. SAGE Open, 3(4), 1-12. https://doi.org/10.1177/2158244013503837
Taqwatika, S., Agustini, K., & Suyasa, P. W. A. (2019). Analisis penerimaan sistem pembelajaran online Edmodo menggunakan Unified Theory of Acceptance and Use of Technology (UTAUT) Studi kasus: Kelas IX di SMP Negeri 1 Singaraja [Acceptance analysis of Edmodo online learning system using Unified Theory of Acceptance And Use Of Technology (UTAUT) case study: Class Ix At Smp Negeri 1 Singaraja]. Kumpulan Artikel Mahasiswa Pendidikan Tekni Informatika, 8(2). https://doi.org/10.23887/karmapati.v8i2.18389
Tatarinceva, A. M. (2009). Influence of the gender factor on a student ’s learning style and achievements in language learning. Problems of Modern Education, 64-71. https://www.tsi.lv/sites/default/files/editor/science/Publikacii/Education/2009/12_tatarinceva.pdf
Thongmak, M. (2013). Social network system in classroom: Antecedents of Edmodo adoption. Journal of e-Learning and Higher Education, 1-15. https://doi.org/10.5171/2013.657749
Venkatesh, V., Morris, M. G., Davis, G. B. & Davis, F. D. (2003). User acceptance of information technology: Toward a united view. MIS Quarterly, 27(3), 425-478. https://doi.org/10.2307/30036540
Viriya, C., & Sapsirin, S. (2014). Gender differences in language learning style language learning strategies. Indonesian Journal of Applied Linguistics, 3(2), 77- 88. https://doi.org/10.17509/ijal.v3i2.270
Warawudhi, R. (2017). The evaluation of Edmodo in business reading class. International Journal of Information and Education Technology, 7(2). https://doi.org/10.18178/ijiet.2017.7.2.858
Williams, M. D., Rana, N. P., & Dwivedi, Y. K. (2015). The unified theory of acceptance and use of technology (UTAUT): A literature review. Journal of Enterprise Information Management, 28(3), 443-488. https://doi.org/10.1108/JEIM-09-2014-0088
Wolf, E. J., Harrington, K. M., Clark, S. L., & Miller, M. W. (2013). Sample size requirements for structural equation models: An evaluation of power, bias, and solution propriety. Educational and psychological measurement, 76(6), 913-934. https://doi.org/10.1177/0013164413495237
Yunkul, E., & Cankaya, S. (2017). Students’ attitudes towards Edmodo, a social learning network: A scale development study. Turkish Online Journal of Distance Education. https://doi.org/10.17718/tojde.306554
ISSN 0128-7680
e-ISSN 2231-8526