A Synthesis of Research on Mental Health and Remote Learning: How Pandemic Grief Haunts Claims of Causality

Authors

  • Stephanie Moore University of New Mexico
  • George Veletsianos Royal Roads University
  • Michael K. Barbour Touro University California

DOI:

https://doi.org/10.18357/otessaj.2022.1.1.36

Keywords:

mental health, online learning, remote education, anxiety, stress, well-being, wellness

Abstract

While there has been a lot of debate over the impact of online and remote learning on mental health and well-being, there has been no systematic syntheses or reviews of the research on this particular issue. In this paper, we review the research on the relationship between mental health/well-being and online or remote learning. Our review shows that little scholarship existed prior to 2020 with most studies conducted during the COVID-19 pandemic. We report four findings: (1) pandemic effects are not well-controlled in most studies; (2) studies present a very mixed picture, with variability around how mental health and well-being are measured and how/whether any causal inferences are made in relation to online and remote learning, (3) there are some indications that certain populations of students may struggle more in an online context, and (4) research that does not assume a direct relationship between mental health and online provides the best insight into both confounding factors and possible strategies to address mental health concerns. Our review shows that 75.5% of published research on this topic either commits the correlation does not equal causation error or asserts a causal relationship even when it fails to establish correlations. Based on this study, we suggest that researchers, policymakers, practitioners, and administrators exercise extreme caution around making generalizable assertions with respect to the impacts of online/remote learning and mental health. We encourage further research to better understand effects on specific learner sub-populations and on course—and institution—level strategies to support mental health.

References

Apgar D, & Cadmus T. (2021). Using mixed methods to assess the coping and self-regulation skills of undergraduate social work students impacted by COVID-19. Clinical Social Work Journal, 50, 55–66. https://doi.org/10.1007/s10615-021-00790-3 DOI: https://doi.org/10.1007/s10615-021-00790-3

Amerson R, Fisher B, Bible J, Burgess L, Ravan L, & Ward L. (2021). Nursing education amid a pandemic: Mental health in a time of virtual learning. Nurse Educator, 46(4), 255–260. https://doi.org/10.1097/NNE.0000000000001039 DOI: https://doi.org/10.1097/NNE.0000000000001039

Arain, F., Tohid, A., Saboor, S., Gashi, M., Badillo, M., Jennings, M., & Sanchez-Lacay, A. (2021). 40.2 psychological IMPACT of remote learning in children and adolescents with mental health disorders in the community New York city area. Journal of the American Academy of Child & Adolescent Psychiatry, 60(10), S230. https://doi.org/10.1016/j.jaac.2021.09.315 DOI: https://doi.org/10.1016/j.jaac.2021.09.315

Becker, S. P., Breaux, R., Cusick, C. N., Dvorsky, M. R., Marsh, N. P., Sciberras, E., & Langberg, J. M. (2020). Remote learning during COVID-19: Examining school practices, service continuation, and difficulties for adolescents with and ADHD. The Journal of Adolescent Health, 67(6), 769–777. https://doi.org/10.1016/j.jadohealth.2020.09.002 DOI: https://doi.org/10.1016/j.jadohealth.2020.09.002

Bernard, R. M., Abrami, P. C., Lou, Y., Borokhovski, E., Wade, A., Wozney, L., Wallet, P. A., Fiset, M., & Huang, B. (2004). How does distance education compare with classroom instruction? A meta-analysis of the empirical literature. Review of Educational Research, 74(3), 379-439. https://doi.org/10.3102/00346543074003379 DOI: https://doi.org/10.3102/00346543074003379

Bernard, R.M., Abrami, P.C., Borokhovski, E., Wade, A., Tamim, R., Surkes, M., & Bethel, E.C. (2009). A meta-analysis of three interaction treatments in distance education. Review of Educational Research, 79(3), 1243-1289. http://dx.doi.org/10.3102/0034654309333844 DOI: https://doi.org/10.3102/0034654309333844

Biber, D. D., Melton, B., & Czech, D. R. (2020). The impact of COVID-19 on college anxiety, optimism, gratitude, and course satisfaction. Journal of American College Health, 1–6. https://doi.org/10.1080/07448481.2020.1842424 DOI: https://doi.org/10.1080/07448481.2020.1842424

Burwell, S. (2018). Generation stress: The mental health crisis on campus. Foreign Affairs, 97(6), 150–157. https://www.foreignaffairs.com/articles/united-states/2018-10-11/generation-stress-mental-health-crisis-in-schools

Clabaugh, A., Duque, J. F., & Fields, L. J. (2021). Academic stress and emotional well-being in United States college students following onset of the COVID-19 pandemic. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.628787 DOI: https://doi.org/10.3389/fpsyg.2021.628787

Clark, R., and Mayer, R. (2011). E-Learning and the science of instruction: Proven guidelines for consumers and designers of multimedia learning (3rd ed.). Pfeiffer. DOI: https://doi.org/10.1002/9781118255971

Croft, N., Dalton, A., and Grant, M. (2010). Overcoming isolation in distance learning: Building a learning community through time and space. Journal for Education in the Built Environment, 5(1), 27–64. https://doi.org/10.11120/jebe.2010.05010027 DOI: https://doi.org/10.11120/jebe.2010.05010027

Denzin, N. K. (1978). The research act: A theoretical introduction to sociological methods. McGraw Hill.

Ehmke, M. D., Katare, B., Kiesel, K., Bergtold, J. S., Penn, J. M., & Boys, K. A. (2022). US agricultural university students’ mental well‐being and resilience during the first wave of COVID‐19: Discordant expectations and experiences across genders. Applied Economic Perspectives and Policy, 44(1), 129-161. https://doi.org/10.1002/aepp.13233 DOI: https://doi.org/10.1002/aepp.13233

Fink, A. G. (2014). Conducting research literature reviews: From the Internet to paper. Sage Publications.

Galusha, J. M. (1997). Barriers to learning in distance education. Interpersonal Computing and Technology, 5(3), 6-14. https://www.learntechlib.org/p/85240/

Gellisch, M., Wolf, O. T., Minkley, N., Kirchner, W. H., Brüne, M., & Brand-Saberi, B. (2022). Decreased sympathetic cardiovascular influences hormone-physiological changes in response to Covid-19-related adaptations under different learning environments. Anatomical Sciences Education, 15(5). 811-826. https://doi.org/10.1002/ase.2213 DOI: https://doi.org/10.1002/ase.2213

Gillis, A., & Krull, L.M. (2020). COVID-19 remote learning transition in spring 2020: Class structures, student perceptions, and inequality in college courses. Teaching Sociology, 48(4), 283-299. https://doi.org/10.1177/0092055X20954263 DOI: https://doi.org/10.1177/0092055X20954263

Goldberg, A. E., McCormick, N., & Virginia, H. (2022). School-age adopted children’s early responses to remote schooling during COVID-19. Family Relations, 71(1), 68–89. https://doi.org/10.1111/fare.12612 DOI: https://doi.org/10.1111/fare.12612

Google Scholar. (n.d.). Library support. https://scholar.google.com/intl/en/scholar/libraries.html

Government of British Columbia. (2022). COVID-19 return-to-campus guidelines. https://www2.gov.bc.ca/assets/gov/education/post-secondary-education/institution-resources-administration/covid19-return-to-campus-guidelines-web.pdf

Gusman, M. S., Grimm, K. J., Cohen, A. B., & Doane, L. D. (2021). Stress and sleep across the onset of the novel coronavirus disease 2019 pandemic: impact of distance learning on US college students’ health trajectories. Sleep, 44(12). https://doi.org/10.1093/sleep/zsab193 DOI: https://doi.org/10.1093/sleep/zsab193

Halliburton, A. E., Hill, M. B., Dawson, B. L., Hightower, J. M., & Rueden, H. (2021). Increased stress, declining mental health: Emerging adults’ experiences in college during COVID-19. Emerging Adulthood, 9(5), 433-448. https://doi.org/10.1177/21676968211025348 DOI: https://doi.org/10.1177/21676968211025348

Hawrilenko, M., Kroshus, Em., Tandon, P., & Christakis, D. (2021). The association between school closures and child mental health during COVID-19. JAMA Network Open, 4(9). https://doi.org/10.1001/jamanetworkopen.2021.24092 DOI: https://doi.org/10.1001/jamanetworkopen.2021.24092

Healthy Minds Network. (2017). The healthy minds study: 2016-2017 data report. National Center on Safe Supportive Learning Environments. https://safesupportivelearning.ed.gov/resources/healthy-minds-study-2016-2017-data-report

Heyvaert, M., Hannes, K., & Onghena, P. (2017). Using mixed methods research synthesis for literature reviews. Sage Publications. DOI: https://doi.org/10.4135/9781506333243

Hodges, C., Moore, S., Lockee, B., Trust, T., & Bond, A. (2020, March 27). The difference between emergency remote teaching and online learning. Educause Review. https://er.educause.edu/articles/2020/3/the-difference-between-emergency-remote-teaching-and-online-learning

Horita, R., Nishio, A., & Yamamoto, M. (2021). The effect of remote learning on the mental health of first year university students in Japan. Psychiatry Research, 295. https://doi.org/10.1016/j.psychres.2020.113561 DOI: https://doi.org/10.1016/j.psychres.2020.113561

Houlden, S., & Veletsianos, G. (2022). A synthesis of surveys examining the impacts of COVID-19 and emergency remote learning on students in Canada. Journal of Computing in Higher Education, 34, 820-843. https://doi.org/10.1007/s12528-022-09323-4 DOI: https://doi.org/10.1007/s12528-022-09323-4

Idris, F., Zulkipli, I. N., Abdul-Mumin, K. H., Ahmad, S. R., Mitha, S., Rahman, H. A., Rajabalaya R., David, S. R., & Naing, L. (2021). Academic experiences, physical and mental health impact of COVID-19 pandemic on students and lecturers in health care education. BMC Medical Education, 21. https://doi.org/10.1186/s12909-021-02968-2 DOI: https://doi.org/10.1186/s12909-021-02968-2

Islam, M. S., Sujan, M. S. H., Tasnim, R., Sikder, M. T., Potenza, M. N., & van Os, J. (2020). Psychological responses during the COVID-19 outbreak among university students in Bangladesh. PLoS One, 15(12). https://doi.org/10.1371/journal.pone.0245083 DOI: https://doi.org/10.1371/journal.pone.0245083

Jones, E., Samra, R., & Lucassen, M. (2019). The world at their fingertips? the mental wellbeing of online distance-based law students. The Law Teacher, 53(1), 49–69. https://doi.org/10.1080/03069400.2018.1488910 DOI: https://doi.org/10.1080/03069400.2018.1488910

Lischer S, Safi N, & Dickson C. (2021). Remote learning and students’ mental health during the Covid-19 pandemic: A mixed-method enquiry. Prospects, 1–11. https://doi.org/10.1007/s11125-020-09530-w DOI: https://doi.org/10.1007/s11125-020-09530-w

Lister, K., Seale, J., & Douce, C. (2021). Mental health in distance learning: A taxonomy of barriers and enablers to student mental wellbeing. Open Learning: The Journal of Open, Distance and e-Learning, 1-15. https://doi.org/10.1080/02680513.2021.1899907 DOI: https://doi.org/10.1080/02680513.2021.1899907

Lynch, R. J., Perry, B., Googe, C., Krachenfels, J., McCloud, K., Spencer-Tyree, B., Oliver, R., & Morgan, K. (2020). My wellness is: An art-based collective autoethnographic illustration of doctoral student wellness in online distance education environments. Studies in Graduate and Postdoctoral Education, 11(1), 73-88. https://doi.org/10.1108/SGPE-05-2019-0049 DOI: https://doi.org/10.1108/SGPE-05-2019-0049

Malesic, J. (2022, May 13). My college students are not okay. New York Times. https://www.nytimes.com/2022/05/13/opinion/college-university-remote-pandemic.html

McMurtrie, B. (2022a, April 5). A “stunning” level of student disconnection. The Chronicle of Higher Education. https://www.chronicle.com/article/a-stunning-level-of-student-disconnection

McMurtrie, B. (2022b, April 11). “It feels like I’m pouring energy into a void.” The Chronicle of Higher Education. https://www.chronicle.com/article/it-feels-like-im-pouring-energy-into-a-void

Means, B., Bakia, M., & Murphy, R. (2014). Learning online: What research tells us about whether, when and how. Routledge. DOI: https://doi.org/10.4324/9780203095959

Merryman, W., Martin, M., & Martin, D. (2015). Relationship between psychological well-being and perceived wellness in online graduate counselor education students. The Journal of Counselor Preparation and Supervision, 7(1). https://doi.org/10.7729/71.1073 DOI: https://doi.org/10.7729/71.1073

Mintz, S. (2022, April 14). An epidemic of student disengagement. Inside Higher Education. https://www.insidehighered.com/blogs/higher-ed-gamma/epidemic-student-disengagement

Oster, E. (2022, January 5). Colleges need to catch up to the post-vaccine reality. The Atlantic. https://www.theatlantic.com/ideas/archive/2022/01/university-covid-policies-remote-learning-mental-health/621159/

Perkins, K. N., Carey, K., Lincoln, E., Shih, A., Holt, M. K., & Green, J. G. (2021). School connectedness still matters: The association of school connectedness and mental health during remote learning due to COVID-19. Journal of Primary Prevention, 42(6), 641-648. https://doi.org/10.1007/s10935-021-00649-w DOI: https://doi.org/10.1007/s10935-021-00649-w

Prokes, C., & Housel, J. (2021). Community college student perceptions of remote learning shifts due to COVID-19. TechTrends, 65, 576-588. https://doi.org/10.1007/s11528-021-00587-8 DOI: https://doi.org/10.1007/s11528-021-00587-8

Racine, N., McArthur, B., Cooke, J., Eirich, R., Zhu, J., & Madigan, S. (2021). Global prevalence of depressive and anxiety symptoms in children and adolescents during COVID-19. JAMA Pediatrics, 175(11), 1142-1150. https://doi.org/10.1001/jamapediatrics.2021.2482 DOI: https://doi.org/10.1001/jamapediatrics.2021.2482

Richardson, J. T. E. (2015). Academic attainment in students with mental health difficulties in distance education. International Journal of Mental Health, 44(3), 231-240. https://doi.org/10.1080/00207411.2015.1035084 DOI: https://doi.org/10.1080/00207411.2015.1035084

Samji, H., Dove, N., Ames, M., Barbic, S., Sones, M., & Leadbeater B. (2021). Impacts of the COVID-19 pandemic on the health and well-being of young adults in British Columbia. British Columbia Centre for Disease Control: COVID-19 Young Adult Task Force. http://www.bccdc.ca/Health-Professionals-Site/Documents/COVID-Impacts/BCCDC_COVID-19_Young_Adult_Health_Well-being_Report.pdf

Schaffer, G. E., Power, E. M., Fisk, A. K., & Trolian, T. L. (2021). Beyond the four walls: The evolution of school psychological services during the COVID-19 outbreak. Psychology in the Schools, 58(7), 1246-1265. https://doi.org/10.1002/pits.22543 DOI: https://doi.org/10.1002/pits.22543

Scheer, S. B., & Lockee, B. B. (2003). Addressing the wellness needs of online distance learners. Open Learning, 18(2), 177-196. https://doi.org/10.1080/02680510307409 DOI: https://doi.org/10.1080/02680510307409

Shi, W. (2019). Health information seeking versus avoiding: How do college students respond to stress-related information? American Journal of Health Behavior, 43(2), 437-448. https://doi.org/10.5993/AJHB.43.2.18 DOI: https://doi.org/10.5993/AJHB.43.2.18

Shin, N. (2003). Transactional presence as a critical predictor of success in distance learning. Distance Education, 24(1), 69-86. https://doi.org/10.1080/01587910303048 DOI: https://doi.org/10.1080/01587910303048

Thompson, J. J., & Porto, S. C. (2014). Supporting wellness in adult online education. Open Praxis, 6(1), 17-28. https://search.informit.org/doi/epdf/10.3316/informit.935869430554557 DOI: https://doi.org/10.5944/openpraxis.6.1.100

U.S. Department of Education. (2010). Evaluation of evidence-based practices in online learning: A meta-analysis and review of online learning studies. U.S. Department of Education. https://www2.ed.gov/rschstat/eval/tech/evidence-based-practices/finalreport.pdf

Waterhouse, P., Samra, R., & Lucassen, M. (2020). Mental distress and its relationship to distance education students’ work and family roles. Distance Education, 41(4), 540-558. https://doi.org/10.1080/01587919.2020.1821606 DOI: https://doi.org/10.1080/01587919.2020.1821606

Zhao, Y., Lei, J., Yan, B., Lai, C., & Tan, H.S. (2005). What makes a difference? A practical analysis of research on the effectiveness of distance education. Teachers College Record, 107(8), 1836-1884. https://doi.org/10.1111/j.1467-9620.2005.00544.x DOI: https://doi.org/10.1177/016146810510700812

Downloads

Published

2022-09-26

How to Cite

Moore, S., Veletsianos, G., & Barbour, M. (2022). A Synthesis of Research on Mental Health and Remote Learning: How Pandemic Grief Haunts Claims of Causality. The Open/Technology in Education, Society, and Scholarship Association Journal, 2(1), 1–19. https://doi.org/10.18357/otessaj.2022.1.1.36

Issue

Section

Research Articles

Most read articles by the same author(s)