--

15(6)2025

Technology acceptance model-based study of Facebook acceptance and student adjustment in online college education


Author - Affiliation:
Haidee Fuentes Patalinghug - Josefina Herrera Cerilles State College-Dumingag Campus, Dumingag, Zamboanga del Sur
Mark Erana Patalinghug - Josefina Herrera Cerilles State College-Dumingag Campus, Dumingag, Zamboanga del Sur
Meliza Joaquin Chatto - Josefina Herrera Cerilles State College-Dumingag Campus, Dumingag, Zamboanga del Sur
Corresponding author: Mark Erana Patalinghug - mark.patalinghug@jhcsc.edu.ph
Submitted: 04-06-2024
Accepted: 31-07-2024
Published: 18-10-2024

Abstract
This correlational descriptive research aimed to investigate the predictors of Facebook’s effectiveness as a learning management tool in higher education. The study was conducted at the Josefina Herrera Cerilles State College, School of Criminal Justice Education, in Dumingag, Zamboanga del Sur, Philippines, between September 2022 and November 2022. A specifically developed questionnaire underwent rigorous testing for validity and reliability, with a Cronbach’s Alpha coefficient of 0.87, indicating high internal consistency. Convenience sampling was employed due to Covid-19 lockdown restrictions, and data were gathered using Google Forms through SMS, email, and Facebook Messenger invitations. A total of 333 respondents enrolled in criminal justice programs participated. Statistical analyses, including Spearman’s rho, frequency calculations, and means calculations, were used to explore the relationship between acceptance of Facebook and students’ challenges, academic adjustment, social adjustment, and emotional adjustment. The study emphasized Facebook’s role in online education, meeting student expectations. Despite virtual challenges like environment, access, and motivation, students adapted academically, socially, and emotionally. Higher Facebook acceptance correlated positively with these adjustments, demonstrating its significant influence on online learning. The platform’s acceptance correlates positively with various aspects of the online learning experience, underscoring its substantial influence. As educators navigate the digital landscape, leveraging Facebook for educational purposes can enhance engagement, interaction, and learning outcomes, making it a valuable tool in modern education. The platform also enriches the teaching and learning process by offering a dynamic and interactive environment for both educators and students.

Keywords
challenges and coping; Facebook learning; learning management system; online learning; technology acceptance

Full Text:
PDF

References

Aditya, D. S. (2021). Embarking Digital Learning Due to COVID-19: are Teachers Ready? Journal of Technology and Science Education, 11(1). https://doi.org/10.3926/jotse.1109


Agrawal, R., Wankhede, V. A., & Nair, R. S. (2021). Analysis of Drivers of Digital Learning in COVID-19 and Post-COVID-19 Scenario Using an ISM Approach. Journal of The Institution of Engineers (India): Series B, 102(6). https://doi.org/10.1007/s40031-020-00528-8


Agu, C. F., Stewart, J., McFarlane-Stewart, N., & Rae, T. (2021). COVID-19 pandemic effects on nursing education: looking through the lens of a developing country. International Nursing Review, 68(2). https://doi.org/10.1111/inr.12663


Ainin, S., Naqshbandi, M. M., Moghavvemi, S., & Jaafar, N. I. (2015). Facebook usage, socialization and academic performance. Computers and Education, 83. https://doi.org/10.1016/j.compedu.2014.12.018


Al Mubarak, A. A. (2017). SUDANESE STUDENTS’ PERCEPTIONS OF USING FACEBOOK FOR VOCABULARY LEARNING AT UNIVERSITY LEVEL. Journal of Nusantara Studies (JONUS), 2(1). https://doi.org/10.24200/jonus.vol2iss1pp170-176


Al Qunayeer, H. S. (2020). Exploring efl learners’ online participation in online peer writing discussions through a facebook group. Journal of Information Technology Education: Research, 19. https://doi.org/10.28945/4621


Aldahdouh, T. Z., Nokelainen, P., & Korhonen, V. (2020). Technology and Social Media Usage in Higher Education: The Influence of Individual Innovativeness. SAGE Open, 10(1). https://doi.org/10.1177/2158244019899441


Alsarayreh, R. (2020). Using blended learning during COVID-19: The perceptions of school teachers in Jordan. Cypriot Journal of Educational Sciences, 15(6). https://doi.org/10.18844/CJES.V15I6.5298


Alshamsi, A. K., & Masters, K. (2022). Nontechnological Online Challenges Faced by Health Professions Students during COVID-19: A Questionnaire Study. Education Sciences, 12(7). https://doi.org/10.3390/educsci12070482


Alwreikat, A. (2023). Students’ Motivations for using Facebook for Academic Purposes: Qualitative Approach. Dirasat: Human and Social Sciences, 50(1). https://doi.org/10.35516/hum.v50i1.4391


Alzaidi, M. S., & Shehawy, Y. M. (2022). Cross-national differences in mobile learning adoption during COVID-19. Education and Training, 64(3). https://doi.org/10.1108/ET-05-2021-0179


Aretio, L. G. (2021). COVID-19 and digital distance education: pre-confinement, confinement and post-confinement. RIED-Revista Iberoamericana de Educacion a Distancia, 24(1). https://doi.org/10.5944/ried.24.1.28080


Bin Tajudin, A., Maulida, C., & Ria Dwi Vransiska. (2022). Self-regulated learning in online classes: A comparative study between Malaysian and Indonesian students. Journal of Educational Management and Instruction (JEMIN), 2(1). https://doi.org/10.22515/jemin.v2i1.4965


Bordoloi, R., Das, P., & Das, K. (2021). Perception towards online/blended learning at the time of Covid-19 pandemic: an academic analytics in the Indian context. Asian Association of Open Universities Journal, 16(1). https://doi.org/10.1108/AAOUJ-09-2020-0079


Cavus, N., Sani, A. S., Haruna, Y., & Lawan, A. A. (2021). Efficacy of social networking sites for sustainable education in the era of COVID-19: A systematic review. Sustainability (Switzerland), 13(2). https://doi.org/10.3390/su13020808


Chambers, J., Mistry, K., Spink, J., Tsigarides, J., & Bryant, P. (2023). Online medical education using a Facebook peer-to-peer learning platform during the COVID-19 pandemic: a qualitative study exploring learner and tutor acceptability of Facebook as a learning platform. BMC Medical Education, 23(1). https://doi.org/10.1186/s12909-023-04268-3


Chang, A., Xian, X., Liu, M. T., & Zhao, X. (2022). Health Communication through Positive and Solidarity Messages Amid the COVID-19 Pandemic: Automated Content Analysis of Facebook Uses. International Journal of Environmental Research and Public Health, 19(10). https://doi.org/10.3390/ijerph19106159


Chugh, R., & Ruhi, U. (2018). Social media in higher education: A literature review of Facebook. Education and Information Technologies, 23(2), 605–616. https://doi.org/10.1007/s10639-017-9621-2


Coman, C., Mesesan-Schmitz, L., Tiru, L. G., Grosseck, G., & Bularca, M. C. (2021). Dear student, what should I write on my wall? A case study on academic uses of Facebook and Instagram during the pandemic. PLoS ONE, 16(9 September). https://doi.org/10.1371/journal.pone.0257729


Dalsgaard, C. (2016). Students’ educational use of Facebook groups. Educational Media International, 53(4). https://doi.org/10.1080/09523987.2016.1254879


DeHoff, B. A., Staten, L. K., Rodgers, R. C., & Denne, S. C. (2016). The role of online social support in supporting and educating parents of young children with special health care needs in the United States: A scoping review. In Journal of Medical Internet Research (Vol. 18, Issue 12). https://doi.org/10.2196/jmir.6722


Dhawan, S. (2020). Online Learning: A Panacea in the Time of COVID-19 Crisis. Journal of Educational Technology Systems, 49(1). https://doi.org/10.1177/0047239520934018


Dontre, A. J. (2021). The influence of technology on academic distraction: A review. In Human Behavior and Emerging Technologies (Vol. 3, Issue 3). https://doi.org/10.1002/hbe2.229


Dsai, S. (2022). Impact of Social Media on Education. Issn, 2(4).


Durlak, J. A., Weissberg, R. P., Dymnicki, A. B., Taylor, R. D., & Schellinger, K. B. (2011). The Impact of Enhancing Students’ Social and Emotional Learning: A Meta-Analysis of School-Based Universal Interventions. Child Development, 82(1). https://doi.org/10.1111/j.1467-8624.2010.01564.x


Escobar-Rodríguez, T., Carvajal-Trujillo, E., & Monge-Lozano, P. (2014). Factors that influence the perceived advantages and relevance of Facebook as a learning tool: An extension of the UTAUT. Australasian Journal of Educational Technology, 30(2). https://doi.org/10.14742/ajet.585


Feng, S., Wong, Y. K., Wong, L. Y., & Hossain, L. (2019). The Internet and Facebook Usage on Academic Distraction of College Students. Computers and Education, 134. https://doi.org/10.1016/j.compedu.2019.02.005


Flores, R., & Asuncion, X. V. (2020). Toward an improved risk/crisis communication in this time of COVID-19 pandemic: a baseline study for Philippine local government units. Journal of Science Communication, 19(7). https://doi.org/10.22323/2.19070209


Gambo, N., & Musonda, I. (2022). Influences of social media learning environments on the learning process among AEC university students during COVID-19 Pandemic: Moderating role of psychological capital. Cogent Education, 9(1). https://doi.org/10.1080/2331186X.2021.2023306


Ghounane, N. (2021). Facebook as a learning platform in Algeria during the COVID-19 pandemic. Global Journal of Foreign Language Teaching, 11(2), 80–93. https://doi.org/10.18844/gjflt.v11i2.5555


Hurt, N. E., Moss, G., Bradley, C., Larson, L., Lovelace, M., Prevost, L., Riley, N., Domizi, D., & Camus, M. (2012). The ‘Facebook’’ Effect: College Students’ Perceptions of Online Discussions in the Age of Social Networking.’ International Journal for the Scholarship of Teaching and Learning, 6(2). https://doi.org/10.20429/ijsotl.2012.060210


Ilieva, G., & Yankova, T. (2020). IoT in Distance Learning during the COVID-19 Pandemic. TEM Journal, 9(4). https://doi.org/10.18421/TEM94-45


Imran, N., & Erjumand, M. (2020). A Study of the Effectiveness of Social Media Marketing Compared to Traditional Marketing Methods. RIMS Journal of Management, 4(2).


Karakaya, F., Adıgüzel, M., Üçüncü, G., Çimen, O., & Yilmaz, M. (2021). Teachers’ views towards the effects of covid-19 pandemic in the education process in Turkey. Participatory Educational Research, 8(2). https://doi.org/10.17275/per.21.27.8.2


Karasan, A., & Erdogan, M. (2021). Prioritization of Influence Factors for Selecting E–Learning Systems. Advances in Intelligent Systems and Computing, 1197 AISC. https://doi.org/10.1007/978-3-030-51156-2_63


Keržič, D., Alex, J. K., Alvarado, R. P. B., da Silva Bezerra, D., Cheraghi, M., Dobrowolska, B., Fagbamigbe, A. F., Faris, M. A. I. E., França, T., González-Fernández, B., Gonzalez-Robledo, L. M., Inasius, F., Kar, S. K., Lazányi, K., Lazăr, F., Machin-Mastromatteo, J. D., Marôco, J., Marques, B. P., Mejía-Rodríguez, O., … Aristovnik, A. (2021). Academic student satisfaction and perceived performance in the e-learning environment during the COVID-19 pandemic: Evidence across ten countries. PLoS ONE, 16(10 October 2021). https://doi.org/10.1371/journal.pone.0258807


Kızılcık, H., & Türüdü, A. S. D. (2022). Humanising online teaching through care-centred pedagogies. Australasian Journal of Educational Technology, 38(4). https://doi.org/10.14742/ajet.7872


Koja, G., & Abazaj, E. (2024). A cross-sectional study of online learning during the COVID-19 pandemic: Student perceptions. Health Science Reports, 7(3). https://doi.org/10.1002/hsr2.1946


Korotkevich, E. R. (2019). Problems of virtual identity in the digital age (social and philosophical analysis). https://doi.org/10.2991/mtde-19.2019.151


Kortjass, M., & Mkhize-Mthembu, N. (2023). Reflecting on Teaching in the Higher Education Context During the Covid-19 Era: A Collaborative Self-Study Project. Educational Research for Social Change, 12(2). https://doi.org/10.17159/2221-4070/2023/v12i2a4


Kulusakli, E. (2022). Exploring self regulated online learning skills of EFL learners in distance education. Turkish Online Journal of Distance Education, 23(1). https://doi.org/10.17718/tojde.1050356


Kunaviktikul, W., Ang, E., Baridwan, N. S., Bernal, A. B., Dones, L. B. P., Flores, J. L., Freedman-Doan, R., Klunklin, A., Lee, W. L., Lin, C. C., Luk, T. T., Nguyen, A. T. H., Nurumal, M. S., Setiawan, A., Sumaiyah Jamaluddin, T. S., Huy, T. Q., Tungpunkom, P., Wati, N. D. N. K., Xu, X., & Shorey, S. (2022). Nursing students’ and faculty members’ experiences of online education during COVID-19 across Southeast Asia: A Photovoice study. Nurse Education Today, 111. https://doi.org/10.1016/j.nedt.2022.105307


Kurtz, G. (2014). Integrating a Facebook Group and a Course Website: The Effect on Participation and Perceptions on Learning. American Journal of Distance Education, 28(4), 253–263. https://doi.org/10.1080/08923647.2014.957952


Liu, J., & Gao, Y. (2022). Higher education internationalisation at the crossroads: effects of the coronavirus pandemic. Tertiary Education and Management, 28(1). https://doi.org/10.1007/s11233-021-09082-4


London, J., & Matthews, K. (2022). Crisis communication on social media - lessons from Covid-19. Journal of Decision Systems, 31(1–2). https://doi.org/10.1080/12460125.2021.1926612


Madge, C., Meek, J., Wellens, J., & Hooley, T. (2009). Facebook, social integration and informal learning at university: “It is more for socialising and talking to friends about work than for actually doing work.” Learning, Media and Technology, 34(2). https://doi.org/10.1080/17439880902923606


Mahajan, M. D., & Mahender, C. N. (2021). Impact of facebook on academics of college students. Journal of Engineering Research (Kuwait), 2021. https://doi.org/10.36909/jer.ICETET.14999


Maheshwari, S., & Mukherjee, T. (2021). How does academic performance increase virtual popularity? A case of facebook usage among Indian college students. Contemporary Educational Technology, 13(1). https://doi.org/10.30935/cedtech/8709


Manca, S., & Ranieri, M. (2013). Is it a tool suitable for learning? A critical review of the literature on Facebook as a technology-enhanced learning environment. Journal of Computer Assisted Learning, 29(6). https://doi.org/10.1111/jcal.12007


McGuire, D., Cunningham, J. E. A., Reynolds, K., & Matthews-Smith, G. (2020). Beating the virus: an examination of the crisis communication approach taken by New Zealand Prime Minister Jacinda Ardern during the Covid-19 pandemic. Human Resource Development International, 23(4). https://doi.org/10.1080/13678868.2020.1779543


Meletiou-Mavrotheris, M., Eteokleous, N., & Stylianou-Georgiou, A. (2022). Emergency Remote Learning in Higher Education in Cyprus during COVID-19 Lockdown: A Zoom-Out View of Challenges and Opportunities for Quality Online Learning. Education Sciences, 12(7). https://doi.org/10.3390/educsci12070477


Mishra, L., Gupta, T., & Shree, A. (2020). Online teaching-learning in higher education during lockdown period of COVID-19 pandemic. International Journal of Educational Research Open, 1. https://doi.org/10.1016/j.ijedro.2020.100012


Moghadam, M., & Shamsi, H. (2021). Exploring Learners’ Attitude toward Facebook as a Medium of Learners’ Engagement during Covid-19 Quarantine. Open Praxis, 13(1). https://doi.org/10.5944/openpraxis.13.1.1163


Moorthy, K., T’ing, L. C., Wei, K. M., Zi Mei, P. T., Yee, C. Y., Jia Wern, K. L., & Xin, Y. M. (2019). Is facebook useful for learning? A study in private universities in Malaysia. Computers and Education, 130. https://doi.org/10.1016/j.compedu.2018.12.002


Mudra, H., Mukminin, A., Fridiyanto, Hidayat, M., Marzulina, L., Harto, K., Holandyah, M., & Erlina, D. (2022). EFL Learners’ Pedagogical Views on the Online Social Networks in EFL Classrooms. Journal of Language Teaching and Research, 13(1). https://doi.org/10.17507/JLTR.1301.13


Mulenga, E. M., & Marbán, J. M. (2020). Is covid-19 the gateway for digital learning in mathematics education? Contemporary Educational Technology, 12(2). https://doi.org/10.30935/cedtech/7949


Mulyono, H., & Suryoputro, G. (2020). The use of social media platform to promote authentic learning environment in higher education setting. Science for Education Today, 10(2). https://doi.org/10.15293/2658-6762.2002.07


Ngussa, B. M., Fitriyah, F. K., & Diningrat, S. W. M. (2021). Correlation Between Facebook Use, Mental Health And Learning Engagement: A Case Of Universities In Surabaya City, Indonesia. Turkish Online Journal of Distance Education, 22(1). https://doi.org/10.17718/TOJDE.849912


Niktinat, S. (2022). Active learning in online classes. https://doi.org/10.33422/3rd.icmetl/.2021.08.97


Noori, A. Q., Orfan, S. N., Akramy, S. A., & Hashemi, A. (2022). The use of social media in EFL learning and teaching in higher education of Afghanistan. Cogent Social Sciences, 8(1). https://doi.org/10.1080/23311886.2022.2027613


Nugroho, A., & Atmojo, A. E. P. (2022). Digital Learning of English Beyond Classroom: EFL Learners’ Perception and Teaching Activities. JEELS (Journal of English Education and Linguistics Studies), 7(2). https://doi.org/10.30762/jeels.v7i2.213


Orioque, J. A. (2021). Student use of Facebook groups as a support for academic learning. International Journal of Applied Science and Engineering, 18(4(Special Issue)). https://doi.org/10.6703/IJASE.202106_18(4).001


Peters, M., Guitert-Catasús, M., & Romero, M. (2022). Finding Balance through Connected Learning Designs: Disentangling Self-Regulated and Co-Regulated Learning in Online Postgraduate Education. Journal of Interactive Media in Education, 2022(1). https://doi.org/10.5334/jime.752


Pi, Z., Zhang, Y., Zhou, W., Xu, K., Chen, Y., Yang, J., & Zhao, Q. (2021). Learning by explaining to oneself and a peer enhances learners’ theta and alpha oscillations while watching video lectures. British Journal of Educational Technology, 52(2). https://doi.org/10.1111/bjet.13048


Raamkumar, A. S., Tan, S. G., & Wee, H. L. (2020). Measuring the Outreach Efforts of Public Health Authorities and the Public Response on Facebook during the COVID-19 Pandemic in Early 2020: Cross-Country Comparison. In Journal of Medical Internet Research (Vol. 22, Issue 5). https://doi.org/10.2196/19334


Rapanta, C., Botturi, L., Goodyear, P., Guàrdia, L., & Koole, M. (2021). Balancing Technology, Pedagogy and the New Normal: Post-pandemic Challenges for Higher Education. Postdigital Science and Education, 3(3). https://doi.org/10.1007/s42438-021-00249-1


Salman, M. A., Kaharuddin, A., & Multazam. (2022). DIFFICULTIES IN ONLINE LEARNING DURING COVID-19 PANDEMIC: PERCEPTIONS OF EFL STUDENTS OF UIN ALAUDDIN MAKASSAR. Journal of Islam and Science, 9(2). https://doi.org/10.24252/jis.v9i2.30668


Selvaraj, A., Radhin, V., KA, N., Benson, N., & Mathew, A. J. (2021). Effect of pandemic based online education on teaching and learning system. International Journal of Educational Development, 85. https://doi.org/10.1016/j.ijedudev.2021.102444


Torun, E. D. (2020). Educational Use of Social Media in Higher Education: Gender and Social Networking Sites as the Predictors of Consuming, Creating, and Sharing Content. Acta Educationis Generalis, 10(2). https://doi.org/10.2478/atd-2020-0013


Wagiono, F., Shaddiq, S., & Junaidi, F. (2021). Implementation of Blended Learning During COVID-19 Pandemic on Civic Education Subjects in Millenial Generation Era. Edunesia : Jurnal Ilmiah Pendidikan, 3(1). https://doi.org/10.51276/edu.v3i1.213


Wellman, B., Quan Haase, A., Witte, J., & Hampton, K. (2001). Does the Internet increase, decrease, or supplement social capital? Social networks, participation, and community commitment. American Behavioral Scientist, 3. https://doi.org/10.1177/00027640121957286


West, P., Paige, F., Lee, W., Watts, N., & Scales, G. (2022). Using Learning Analytics and Student Perceptions to Explore Student Interactions in an Online Construction Management Course. Journal of Civil Engineering Education, 148(4). https://doi.org/10.1061/(asce)ei.2643-9115.0000066


Wulanjani, A. N., & Indriani, L. (2021). Revealing Higher Education Students’ Readiness for Abrupt Online Learning in Indonesia amidst Covid-19. NOBEL: Journal of Literature and Language Teaching, 12(1). https://doi.org/10.15642/nobel.2021.12.1.43-59


Xhakolli, B. R., & Hamzallari, O. (2023). Academic Procrastination in Students During Covid-19 Pandemic: The Role of Perceived Challenges and Learning Motivation. Journal of Educational and Social Research, 13(1). https://doi.org/10.36941/jesr-2023-0018


Yotyodying, S., Dettmers, S., Erdal, K., & Jonkmann, K. (2022). Educational usage of Facebook and academic achievement in distance university students: Mediated by basic needs satisfaction. Education and Information Technologies, 27(4), 4905–4924. https://doi.org/10.1007/s10639-021-10804-9


Yousef, S., & Yousef, K. (2022). The impact of Facebook usage in education on students’ academic performance at the University of Jordan. Journal of E-Learning and Knowledge Society, 18(1). https://doi.org/10.20368/1971-8829/1135393


Yusuf, F., & Ali, A. (2023). Exploring students’ perspectives on using live streaming on Facebook as project-based learning in Indonesian EFL classes. Journal on English as a Foreign Language, 13(1). https://doi.org/10.23971/jefl.v13i1.4571


Zaidi, S. F. H., Osmanaj, V., Ali, O., & Zaidi, S. A. H. (2021). Adoption of mobile technology for mobile learning by university students during COVID-19. International Journal of Information and Learning Technology, 38(4). https://doi.org/10.1108/IJILT-02-2021-0033


Zhou, W., Zhao, L., & Kaabar, M. (2022). The Effect of Teachers’ Support on Learners’ Online Self-Regulated Learning: Mediating Analysis Based on Self-Efficacy. International Journal of Emerging Technologies in Learning, 17(17). https://doi.org/10.3991/ijet.v17i17.34027



Creative Commons License
© The Author(s) 2025. This is an open access publication under CC BY NC licence.