Online Learning Technology: Implications on Mental Health and Learning Outcomes of Students
DOI:
https://doi.org/10.56294/saludcyt20251309Keywords:
Online Learning, Mental Health, Learning Outcomes, Path AnalysisAbstract
This study examines the impact of online learning on students' mental health and learning outcomes at Batam University, focusing on digital literacy, socio-emotional engagement, digital skills, and the home learning environment. The transition to online learning, driven by the COVID-19 pandemic, has reshaped educational practices, introducing both opportunities and challenges for students. A quantitative approach with an explanatory survey method was adopted to analyze the direct and indirect effects of online learning on mental health and learning outcomes. The study involved 110 Mechanical Engineering students from the 2021, 2022, and 2023 cohorts. Data were collected using a questionnaire with 20 items for each variable, assessed on a Likert scale. Data validity and reliability were tested using SPSS, while path analysis with AMOS was employed to evaluate relationships between variables. The results indicate that online learning significantly affects students' mental health, particularly increasing academic anxiety and stress levels. However, it positively influences learning outcomes, especially in metacognitive skills, though challenges persist in collaborative skills and creativity. Digital skills and the home learning environment are critical factors in achieving successful learning outcomes. This study concludes that while online learning provides flexibility and innovation, it also presents psychological and social challenges. Increasing socio-emotional engagement and adopting a more holistic approach are necessary to mitigate mental health issues and enhance learning outcomes, ensuring that online education supports both the well-being and academic success of students.
References
1. Riyanda AR, Agnesa T, Wira A, Ambiyar A, Umar S, Hakim U. Hybrid Learning: Alternatif Model Pembelajaran di Masa Pandemi Covid-19. basicedu. 2022 Apr 18;6(3):4461–9.
2. Batubara HS, Riyanda AR, Rahmawati R, Ambiyar A, Samala AD. Implementasi Model Pembelajaran Blended Learning di Masa Pandemi Covid-19: Meta-Analisis. basicedu. 2022 Apr 23;6(3):4629–37.
3. Rahmawati R, Putri RD, Nurdin N, Triaristina A, Rachmedita V, Wira A. Efektifitas Implementasi Video Conference Sebagai Media Pembelajaran Dimasa Pandemi Covid-19. Voteteknika. 2022 Sep 28;10(3):33.
4. Ranjan P, S J. Impact of Covid-19 Pandemic on Indian Education System. Aksh. 2020 Dec 31;1(3):1–4.
5. Torre Rodríguez A, Hurtado Velasco I. Unexpected Gap in Education Due to COVID-19. PYM. 2024 Jun 7;(398):46–51.
6. Easterbrook MJ, Lester KJ, Lacey A, Doyle L, Grozev VH. Social and Educational Impacts of Epidemics and Pandemics. In: Williams R, Kemp V, Porter K, Healing T, Drury J, editors. Major Incidents, Pandemics and Mental Health [Internet]. 1st ed. Cambridge University Press; 2024 [cited 2024 Dec 1]. p. 231–40. Available from: https://www.cambridge.org/core/product/identifier/9781009019330%23CN-bp-31/type/book_part
7. Mulenga EM, Marbán JM. Is COVID-19 the Gateway for Digital Learning in Mathematics Education? CONTEMP EDUC TECHNOL. 2020 Apr 18;12(2):ep269.
8. Alwan M. The impact of covid-19 on the implementation of learning in the digital era 4.0. mt. 2021 Mar 6;7(01):1–18.
9. Riyanda AR, Ambiyar A, Syahril S, Fadhilah F, Samala AD, Adi NH, et al. Evaluation of Online Learning Processes in FKIP Universitas Lampung During Covid-19 Pandemic.
10. Cook DA. The failure of e-learning research to inform educational practice, and what we can do about it. Medical Teacher. 2009 Jan;31(2):158–62.
11. Dingle GA, Han R, Alhadad SS, Beckman E, Bentley SV, Gomersall SR, et al. Data from four consecutive cohorts of students in Australia (2019–2022) show the impact of the COVID-19 pandemic on domestic and international university students’ mental health. Aust N Z J Psychiatry. 2024 Jun;58(6):528–36.
12. Colvin MK, Reesman J, Glen T. Altered Trajectories: Considering the Long-Term Impact of Educational Disruption during the COVID-19 Pandemic on Neurodevelopment and a Call to Action for Neuropsychology. Archives of Clinical Neuropsychology. 2024 Apr 24;39(3):305–12.
13. Reuter PR. The Impact of COVID-Related Restrictions on the Mental Health of Students. In: Rezaei N, editor. The COVID-19 Aftermath [Internet]. Cham: Springer Nature Switzerland; 2024 [cited 2024 Dec 1]. p. 35–50. (Advances in Experimental Medicine and Biology; vol. 1458). Available from: https://link.springer.com/10.1007/978-3-031-61943-4_3
14. Meo SA, Abukhalaf DAA, Alomar AA, Sattar K, Klonoff DC. COVID-19 Pandemic: Impact of Quarantine on Medical Students’ Mental Wellbeing and Learning Behaviors: COVID 19 and Quarantine. Pak J Med Sci [Internet]. 2020 May 18 [cited 2024 Dec 1];36(COVID19-S4). Available from: https://www.pjms.org.pk/index.php/pjms/article/view/2809
15. Vaidya H, Agarwal N, Kotipalli S, Anand AA, S DrVL. A study on the impact of COVID-19 on the mental health of undergraduate students. Asian J Manage Commerce. 2024 Jan 1;5(1):256–62.
16. Mozid NE. Association between psychological distress and coping strategies among students engaged in online learning. PLoS ONE. 2022 Jul 1;17(7):e0270877.
17. Mandal T. Challenges in Online Education During the COVID-19 Pandemic: A Case Study in Higher Education Institutes of Rural Areas of Birbhum District of West Bengal, India. In: Purpuri L, Gray S, editors. Advances in Educational Marketing, Administration, and Leadership [Internet]. IGI Global; 2024 [cited 2024 Dec 1]. p. 156–84. Available from: https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/979-8-3693-1507-1.ch008
18. Subiyantoro S. Transformative online learning post-pandemic: challenges, opportunities, and future trends. Pekommas. 2024 Jun 20;9(1):29–39.
19. Adeniyi IS, Hamad NMA, Adewusi OE, Unachukwu CC, Osawaru B, Chilson OU, et al. Reviewing online learning effectiveness during the COVID-19 pandemic: A global perspective. Int J Sci Res Arch. 2024 Feb 28;11(1):1676–85.
20. Sato SN, Condes Moreno E, Rubio-Zarapuz A, Dalamitros AA, Yañez-Sepulveda R, Tornero-Aguilera JF, et al. Navigating the New Normal: Adapting Online and Distance Learning in the Post-Pandemic Era. Education Sciences. 2023 Dec 24;14(1):19.
21. Dewaele J, Magdalena AF, Saito K. The Effect of Perception of Teacher Characteristics on Spanish EFL Learners’ Anxiety and Enjoyment. The Modern Language Journal. 2019 Jun;103(2):412–27.
22. Kumar A, Sharma K, Sharma A. Empirical Analysis of Psychological Well-Being of Students During the Pandemic with Rebooted Remote Learning Mode. In: Castillo O, editor. Proceedings of Data Analytics and Management [Internet]. Singapore: Springer Nature Singapore; 2023. p. 13–29. Available from: https://link.springer.com/10.1007/978-981-19-7615-5_2
23. Sutton H. Fully online courses impacted student mental health. The Successful Registrar. 2023 May;23(3):8–8.
24. Sutton H. Research finds fully online courses impacted student mental health. Recru & Retain Adult Learner. 2023 Feb;25(5):9–9.
25. Gutiérrez-Aguilar O, Ticona-Apaza F, Ticona-Apaza V, Chicaña-Huanca S. Factors Influencing Psychological Distress Mediated by E-Learning Courses in Times of Covid-19. In: Communication and Applied Technologies [Internet]. Singapore: Springer Nature Singapore; 2023. p. 237–48. Available from: https://link.springer.com/10.1007/978-981-19-6347-6_21
26. Phiriepa A, Mapaling C, Matlakala FK, Tsabedze W. Covid-19 and Online Learning: A Scoping Review of The Challenges Faced By Students in Higher Institutions During Lockdown. e-Bangi [Internet]. 2023 Nov 3 [cited 2024 Dec 3];20(4). Available from: http://ejournal.ukm.my/ebangi/article/view/63721/14542
27. Masril M, Jalinus N, Ridwan, Ambiyar, Sukardi, Irfan D. A Flexible Practicum Model on Education: Hybrid Learning Integrated Remote Laboratory Activity Design. Int J Onl Eng. 2024 Jul 16;20(10):4–17.
28. Pratama NA, Sari AC, Batu Bara PKN. The Effect of Online Learning on Student Motivation and Achievement during the Pandemic. edumaniora. 2024 Aug 27;3(02):33–8.
29. Nisak C, Munir Z, Hafifah VN. Hubungan Tingkat Stress dengan Motivasi Belajar Mahasiswa Fakultas Kesehatan dalam Pembelajaran Online pada Masa Pandemi Covid-19 di Universitas Nurul Jadid Paiton Kabupaten Probolinggo. TRLG [Internet]. 2024 Sep 28 [cited 2024 Dec 3];5(3). Available from: https://ejournal.unuja.ac.id/index.php/trilogi/article/view/8975
30. Shams M, Khosha A. A Study on Foreign Language Learning Anxiety Among English Major Students in Online Environments. Spr J Arts Humanit Soc Sci. 2024 May 29;3(5):98–102.
31. Ifenthaler D, Cooper M, Daniela L, Sahin M. Social anxiety in digital learning environments: an international perspective and call to action. Int J Educ Technol High Educ. 2023 Aug 28;20(1):50.
32. Anggraini HW, Hayati R, Sari A. An Exploration of Students’ Anxiety in Online Foreign Language Learning. IJE. 2022 Feb 28;15(1):20–7.
33. Oztosun L, Gonzo F, Nadda V. The Impact of Digital Learning Technology on Higher Education Students’ Mental Health: In: Munna AS, Nadda V, Allahyari TA, Cantafio G, Bilan S, editors. Advances in Educational Technologies and Instructional Design [Internet]. IGI Global; 2023 [cited 2024 Dec 3]. p. 92–109. Available from: https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-8282-7.ch005
34. Copeland WE, McGinnis E, Bai Y, Adams Z, Nardone H, Devadanam V, et al. Impact of COVID-19 Pandemic on College Student Mental Health and Wellness. Journal of the American Academy of Child & Adolescent Psychiatry. 2021 Jan;60(1):134-141.e2.
35. Nurunnabi M, Almusharraf N, Aldeghaither D. Mental Health and Well-Being during the Covid-19 Pandemic in Higher Education: Evidence from G20 Countries. Journal of Public Health Research. 2020 Nov;9(1_suppl):jphr.2020.2010.
36. Allcoat D, Hatchard T, Azmat F, Stansfield K, Watson D, Von Mühlenen A. Education in the Digital Age: Learning Experience in Virtual and Mixed Realities. Journal of Educational Computing Research. 2021 Sep;59(5):795–816.
37. Gopal R, Singh V, Aggarwal A. Impact of online classes on the satisfaction and performance of students during the pandemic period of COVID 19. Educ Inf Technol. 2021 Nov;26(6):6923–47.
38. Batool H, Rashid A. Comparative analysis of psychological distress between online and on-Campus learning among university students. MHSI. 2024 Dec 3;28(6):1029–39.
39. Sharma VK, Singh DrDR, Department of Computer Applications, Jagatpur P. G. College, Varanasi-221302 (Uttar Pradesh), India., Singh V, Department of Computer Applications, MGU Bhopal, (M.P), India., Singh DrR, et al. Studying the Influence and Analysis of Online Education on Students’ Health and Education During the Pandemic. IJRTE. 2023 Nov 30;12(4):6–13.
40. Iturbe Zúñiga A. The Effects of Online Learning on Students’ Anxiety and Motivation. [Internet] [MA]. Illinois State University; 2022 [cited 2024 Dec 8]. Available from: https://ir.library.illinoisstate.edu/etd/1636
41. Sudheer AK, Thoti KK, George A, Komagan L. The Effects of Online Education on the Emotional Well-Being of College Students during the Spread of the Covid-19 Pandemic. EEL. 2023 May 19;13(3):500–8.
42. Surya YWI, Mazahir I, Yaseen S, Wibowo NSW. Digital resilience: Understanding the influence of social media and support networks on university students’ isolation during COVID-19. MKP. 2024 Jun 28;37(2):126–38.
43. Liu Q, Lin D. The impact of distance education on the socialization of college students in the Covid-19 era: problems in communication and impact on mental health. BMC Med Educ. 2024 May 24;24(1):575.
44. Wang S. Problems with Students’ Mental Health in the Context of Online Learning. TSSEHR. 2024 Apr 1;5:44–8.
45. Nash C. Self-Directed Online Learning in Support of Mental Health to Promote Positive Psychosocial Outcomes in Public Schools [Internet]. 2023 [cited 2024 Dec 8]. Available from: https://www.preprints.org/manuscript/202306.1498/v1
46. Oztosun L, Gonzo F, Nadda V. The Impact of Digital Learning Technology on Higher Education Students’ Mental Health: In: Munna AS, Nadda V, Allahyari TA, Cantafio G, Bilan S, editors. Advances in Educational Technologies and Instructional Design [Internet]. IGI Global; 2023 [cited 2024 Dec 8]. p. 92–109. Available from: https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-8282-7.ch005
47. Rafsanjani MA, Wijaya PA, Baskara A, Wahyudi HD. Mental health and learning achievement during the COVID-19 outbreak: A lesson from online learning among Indonesian college students. Obraz nauka. 2023 Mar 18;25(3):155–73.
48. Valdiviejas H, Ferreira Leitão Azevedo R, Bosch PN, Perry M. Automatic Detection of Metacognitive Language and Student Achievement in an Online STEM College Course. OLJ [Internet]. 2024 Sep 1 [cited 2024 Dec 8];28(3). Available from: https://olj.onlinelearningconsortium.org/index.php/olj/article/view/4127
49. Yifei L, Mohd Radzi NB, Hoque KE. The Effect of Meta-Cognitive Skills Management And Skills Engagement On Cognitive Outcome Of Students During Online Learning In Selected Universities In Beijing, China. Kuey [Internet]. 2024 [cited 2024 Dec 8]; Available from: https://kuey.net/index.php/kuey/article/view/6766
50. McMillan MA, Little PJ, Yoon S, Park M. Critical Thinking and Metacognition: Processes and Outcomes within the Learning Cycles. J Probl Based Learn. 2022 Oct 31;9(2):110–8.
51. Yamada M, Geng X, Goda Y, Teasley SD. Investigating Metacognitive Behaviors with Online Learning Support Tools. In: 2024 IEEE International Conference on Advanced Learning Technologies (ICALT) [Internet]. Nicosia, North Cyprus, Cyprus: IEEE; 2024 [cited 2024 Dec 8]. p. 280–4. Available from: https://ieeexplore.ieee.org/document/10645943/
52. Prasetyanto D, Rizki M, Sunitiyoso Y. Online Learning Participation Intention after COVID-19 Pandemic in Indonesia: Do Students Still Make Trips for Online Class? Sustainability. 2022 Feb 9;14(4):1982.
53. Hamdan AK. The reciprocal and correlative relationship between learning culture and online education: A case from Saudi Arabia. IRRODL [Internet]. 2014 Jan 27 [cited 2024 Dec 8];15(1). Available from: http://www.irrodl.org/index.php/irrodl/article/view/1408
54. Silva AMS, Ximenes VM. Discussões sobre saúde mental e suporte social entre estudantes universitários: Discussões sobre Saúde Mental e Suporte Social. Revista Ciências Humanas. 2022;15(1).
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