JSHE

Article Details

Vol. 2 No. 3 (2022): May

Mediating Effects of Protective Factors on COVID-19 Anxiety and Academic Performance of K to 12 Filipino Learners: A PLS-SEM Analysis with WarpPLS

https://doi.org/10.35912/jshe.v2i3.972
18 May 2022

Abstract

Purpose: This study investigates the interrelationship among COVID-19 anxiety, mindfulness, COVID-19 information avoidance, preventive behavior, and academic performance.

Methodology: The study assessed protective factors as mediators of COVID-19 anxiety and academic performance using WarpPLS. The study participants were K-12 Filipino students from a secondary school in Cagayan, Philippines, identified through convenience sampling.

Results: COVID-19 anxiety, mindfulness, information avoidance, and preventive behavior were found to be negatively correlated. Preventive behavior is associated with improved academic performance. Conversely, there was a negative correlation between mindfulness, COVID-19 information avoidance and academic performance. The association between COVID-19 anxiety and academic achievement is only mediated by mindfulness and preventive behavior.

Conclusions: Mindfulness and preventive behavior mediate the effect of COVID-19 anxiety on students’ academic performance, helping to reduce stress and support learning.

Limitations: Preventive factors that may affect COVID-19 anxiety and academic achievement are only considered. Also, the participants are limited from a secondary school in Cagayan, Philippines.

Contributions: With the pandemic having a substantial influence on the municipality, the study would be helpful to manage and control the effect of the outbreak on the academic performance of the learners.

Keywords

Academic Performance COVID-19 Anxiety PLS-SEM Protective Factors WarpPLS

How to Cite

Caratiquit, K. D. (2022). Mediating Effects of Protective Factors on COVID-19 Anxiety and Academic Performance of K to 12 Filipino Learners: A PLS-SEM Analysis with WarpPLS. Journal of Social, Humanity, and Education, 2(3), 225–243. https://doi.org/10.35912/jshe.v2i3.972

References

  1. Ahern, J., Galea, S., Resnick, H., Kilpatrick, D., Bucuvalas, M., Gold, J., & Vlahov, D. (2002). Television images and psychological symptoms after the September 11 terrorist attacks. Psychiatry: Interpersonal and Biological Processes, 65(4), 289-300. doi:https://doi.org/10.1521/psyc.65.4.289.20240
  2. Akan, H., Gurol, Y., Izbirak, G., Ozdatl?, S., Yilmaz, G., Vitrinel, A., & Hayran, O. (2010). Knowledge and attitudes of university students toward pandemic influenza: a cross-sectional study from Turkey. BMC Public Health, 10(1), 1-8. doi:https://doi.org/10.1186/1471-2458-10-413
  3. Åkerstedt, T., Nilsson, P. M., & Kecklund, G. (2009). Sleep and Recovery. In S. Sonnentag, P. L. Perrewé, & D. C. Ganster (Eds.), Research in Occupational Stress and Well Being: Current Perspectives on Job-Stress Recovery. Leeds: Emerald Group Publishing Limited.
  4. Akulwar-Tajane, I., Shah, A. V., Naik, P. H., & Parmar, K. K. (2021). Rethinking screen time during COVID-19: Impact on sleep and academic performance in Physiotherapy students. Health Research, 5, 29-47. doi:https://doi.org/10.31058/j.hr.2021.52002
  5. Alrubaiee, G. G., Al-Qalah, T. A. H., & Al-Aawar, M. S. A. (2020). Knowledge, attitudes, anxiety, and preventive behaviours towards COVID-19 among health care providers in Yemen: an online cross-sectional survey. BMC Public Health, 20(1), 1-11. doi:https://doi.org/10.1186/s12889-020-09644-y
  6. Anila, M., & Dhanalakshmi, D. (2016). Mindfulness based stress reduction for reducing anxiety, enhancing self-control and improving academic performance among adolescent students. Indian Journal of Positive Psychology, 7(4), 390-397. doi:https://doi.org/10.15614/IJPP%2F2016%2FV7I4%2F133842
  7. Antonova, E., Schlosser, K., Pandey, R., & Kumari, V. (2021). Coping with COVID-19: Mindfulness-based approaches for mitigating mental health crisis. Frontiers in Psychiatry, 12, 1-10. doi:https://doi.org/10.3389/fpsyt.2021.563417
  8. Baloran, E. T. (2024). Knowledge, attitudes, anxiety, and coping strategies of students during COVID-19 pandemic. Journal of Loss and Trauma, 25(8), 635-642. doi:https://doi.org/10.1080/15325024.2020.1769300
  9. Barclay, D., Higgins, C., & Thompson, R. (1995). The Partial Least Squares (PLS) approach to casual modeling: Personal computer adoption ans use as an Illustration. Technology Studies, 2, 285-309.
  10. Barco, B. L. d. (2008). Atención plena y rendimiento académico en estudiantes de enseñanza secundaria. European Journal of Education and Psychology, 1(3), 17-26. doi:https://doi.org/10.30552/ejep.v1i3.11
  11. Barocas, A., Farfan, J., Groenendijk, J., Mendoza, J., Silva, J., Mujica, O., Swaisgood, R. (2022). Disturbance?specific behavioral responses of giant otters exposed to ecotourism and extractive activities. Animal Conservation, 25(1), 15-26. doi:https://doi.org/10.1111/acv.12713
  12. Basco, R. E., & Olea, M. T. (2013). Correlation between anxiety level and academic performance of BS biology freshmen students. International Journal of Educational Research and Technology, 4(1), 97-103.
  13. Beauchemin, J., Hutchins, T. L., & Patterson, F. (2008). Mindfulness meditation may lessen anxiety, promote social skills, and improve academic performance among adolescents with learning disabilities. Complementary Health Practice Review, 13(1), 34-45. doi:https://doi.org/10.1177/1533210107311624
  14. Behan, C. (2020). The benefits of meditation and mindfulness practices during times of crisis such as COVID-19. Irish Journal of Psychological Medicine, 37(4), 256-258. doi:https://doi.org/10.1017/ipm.2020.38
  15. Bendau, A., Petzold, M. B., Pyrkosch, L., Mascarell Maricic, L., Betzler, F., Rogoll, J., Plag, J. (2021). Associations between COVID-19 related media consumption and symptoms of anxiety, depression and COVID-19 related fear in the general population in Germany. European Archives of Psychiatry and Clinical Neuroscience, 271(2), 283-291. doi:https://doi.org/10.1007/s00406-020-01171-6
  16. Bernstein, G. A., Bernat, D. H., Davis, A. A., & Layne, A. E. (2008). Symptom presentation and classroom functioning in a nonclinical sample of children with social phobia. Depression and Anxiety, 25(9), 752-760. doi:https://doi.org/10.1002/da.20315
  17. Bóo, S. J., Childs?Fegredo, J., Cooney, S., Datta, B., Dufour, G., Jones, P. B., & Galante, J. (2020). A follow?up study to a randomised control trial to investigate the perceived impact of mindfulness on academic performance in university students. Counselling and Psychotherapy Research, 20(2), 286-301. doi:https://doi.org/10.1002/capr.12282
  18. Caratiquit, K. D., & Pablo, R. (2021). Exploring the practices of secondary school teachers in preparing for classroom observation amidst the new normal of education. Journal of Social, Humanity, and Education, 1(4), 281-296. doi:https://doi.org/10.35912/jshe.v1i4.721
  19. Catingub, D. (2020). Learning styles, motivation to learn and academic performance of grade five pupils. International Journal of Science and Management Studies (IJSMS), 3(3), 49-61. doi:https://doi.org/10.51386/25815946/ijsms-v3i3p106
  20. Centers for Disease Control and Pevention. (2021). Implementation of Mitigation Strategies for Communities with Local COVID-19 Transmission. https://www.cdc.gov/coronavirus/2019-ncov/community/community-mitigation.html
  21. Chandra, Y. (2021). Online education during COVID-19: perception of academic stress and emotional intelligence coping strategies among college students. Asian Education and Development Studies, 10(2), 229-238. doi:https://doi.org/10.1108/AEDS-05-2020-0097
  22. Chang, J., & Hiebert, B. (1989). Relaxation procedures with children: A review. Medical Psychotherapy, 2, 163-176.
  23. Chin, W. (1998). Issues and opinion on Structural Equation Modeling; Management information systems research center. MIS Quarterly, 22(1), 19-24. doi:https://doi.org/10.2307/249674
  24. Chin, W. W., Marcolin, B. L., & Newsted, P. R. (2003). A partial least squares latent variable modeling approach for measuring interaction effects: Results from a Monte Carlo simulation study and an electronic-mail emotion/adoption study. Information Systems Research, 14(2), 189-217. doi:https://doi.org/10.1287/isre.14.2.189.16018
  25. Conversano, C., Di Giuseppe, M., Miccoli, M., Ciacchini, R., Gemignani, A., & Orrù, G. (2020). Mindfulness, age and gender as protective factors against psychological distress during COVID-19 pandemic. Frontiers in Psychology, 11, 1-9. doi:https://doi.org/10.3389/fpsyg.2020.01900
  26. Corti, L., & Gelati, C. (2020). Mindfulness and coaching to improve learning abilities in university students: A pilot study. International Journal of Environmental Research and Public Health, 17(6), 1-20. doi:https://doi.org/10.3390/ijerph17061935
  27. Cranson, R. W., Orme-Johnson, D. W., Gackenbach, J., Dillbeck, M. C., Jones, C. H., & Alexander, C. N. (1991). Transcendental meditation and improved performance on intelligence-related measures: A longitudinal study. Personality and Individual Differences, 12(10), 1105-1116. doi:https://doi.org/10.1016/0191-8869(91)90040-I
  28. Crede, J., Wirthwein, L., McElvany, N., & Steinmayr, R. (2015). Adolescents’ academic achievement and life satisfaction: The role of parents’ education. Frontiers in Psychology, 6, 1-8. doi:https://doi.org/10.3389/fpsyg.2015.00052
  29. Dejongh, F. (2021). Supporting your child's mental health during COVID-19 school returns. Retrieved from https://www.unicef.org/coronavirus/supporting-your-childs-mental-health-during-covid-19-school-return
  30. Departemen of Health Philippines. (2020a). Safety Prevention Protocols Still Best Defense Against Covid-19 – Doh. Retrieved from https://doh.gov.ph/press-release/SAFETY-PREVENTION-PROTOCOLS-STILL-BEST-DEFENSE-AGAINST-COVID-19%E2%80%93DOH
  31. Department of Health Philippines. (2020b). What can I do to prevent the spread of COVID-19? Retrieved from https://doh.gov.ph/node/19588
  32. Dobson, C. (2012). Effects of Academic Anxiety on the Performance of Students with and Without Learning Disabilities and How Students Can Cope with Anxiety at School. Northern Michigan University, USA.
  33. Ejeh, F. E., Owoicho, S., Saleh, A. S., Madukaji, L., & Okon, K. O. (2021). Factors associated with preventive behaviors, anxiety among healthcare workers and response preparedness against COVID-19 outbreak: A one health approach. Clinical Epidemiology and Global Health, 10, 1-7. doi:https://doi.org/10.1016/j.cegh.2020.11.004
  34. El-Monshed, A. H., El-Adl, A. A., Ali, A. S., & Loutfy, A. (2022). University students under lockdown, the psychosocial effects and coping strategies during COVID-19 pandemic: A cross sectional study in Egypt. Journal of American College Health, 70(3), 679-690. doi:https://doi.org/10.1080/07448481.2021.1891086
  35. Firouzbakht, M., Omidvar, S., Firouzbakht, S., & Asadi-Amoli, A. (2021). COVID-19 preventive behaviors and influencing factors in the Iranian population; a web-based survey. BMC Public Health, 21(1), 1-7. doi:https://doi.org/10.1186/s12889-021-10201-4
  36. Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39-50. doi:https://doi.org/10.1177/002224378101800104
  37. Franco, C., Mañas, I., Cangas, A. J., & Gallego, J. (2011). Exploring the effects of a mindfulness program for students of secondary school. International Journal of Knowledge Society Research, 2(1), 14-28. doi:https://doi.org/10.4018/jksr.2011010102
  38. Gilbert, S. P., & Weaver, C. C. (2010). Sleep quality and academic performance in university students: A wake-up call for college psychologists. Journal of College Student Psychotherapy, 24(4), 295-306. doi:https://doi.org/10.1080/87568225.2010.509245
  39. Gomes, A. A., Tavares, J., & Azevedo, M. H. P. d. (2011). Sleep and academic performance in undergraduates: a multi-measure, multi-predictor approach. Chronobiology International, 28(9), 786-801. doi:https://doi.org/10.3109/07420528.2011.606518
  40. Guo, Y.-f., Liao, M.-q., Cai, W.-l., Yu, X.-x., Li, S.-n., Ke, X.-y., . . . Wang, Q. (2021). Physical activity, screen exposure and sleep among students during the pandemic of COVID-19. Scientific Reports, 11(1), 1-11. doi:https://doi.org/10.1038/s41598-021-88071-4
  41. Hadjistavropoulos, H. D., Craig, K. D., & Hadjistavropoulos, T. (1998). Cognitive and behavioral responses to illness information: the role of health anxiety. Behaviour Research and Therapy, 36(2), 149-164.
  42. Haenlein, M., & Kaplan, A. M. (2004). A beginner's guide to partial least squares analysis. Understanding Statistics, 3(4), 283-297. doi:https://doi.org/10.1207/s15328031us0304_4
  43. Hafezi, A., & Etemadinia, S. (2022). Investigating the relationship between homework and academic achievement in elementary students. Journal of Social, Humanity, and Education, 2(3), 185-195. doi:https://doi.org/10.35912/jshe.v2i3.813
  44. Hair, Babin, B., Anderson, R., & Black, W. (2019). Multivariate Data Analysis. England: Pearson Prentice.
  45. Hair, Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing theory and Practice, 19(2), 139-152. doi:https://doi.org/10.2753/MTP1069-6679190202
  46. Hair, Sarstedt, M., Ringle, C. M., & Mena, J. A. (2012). An assessment of the use of partial least squares structural equation modeling in marketing research. Journal of the Academy of Marketing Science, 40(3), 414-433. doi:https://doi.org/10.1007/s11747-011-0261-6
  47. Hawryluck, L., Gold, W. L., Robinson, S., Pogorski, S., Galea, S., & Styra, R. (2004). SARS control and psychological effects of quarantine, Toronto, Canada. Emerging Infectious Diseases, 10(7), 1206-1212. doi:https://doi.org/10.3201/eid1007.030703
  48. Hu, Y.-H. (2022). Effects of the COVID-19 pandemic on the online learning behaviors of university students in Taiwan. Education and Information Technologies, 27(1), 469-491. doi:https://doi.org/10.1007/s10639-021-10677-y
  49. Huckins, J. F., DaSilva, A. W., Wang, W., Hedlund, E., Rogers, C., Nepal, S. K., Meyer, M. L. (2020). Mental health and behavior of college students during the early phases of the COVID-19 pandemic: Longitudinal smartphone and ecological momentary assessment study. Journal of Medical Internet Research, 22(6), 1-13. doi:https://doi.org/10.2196/20185
  50. Issa, I., & Hamm, U. (2017). Adoption of organic farming as an opportunity for Syrian farmers of fresh fruit and vegetables: An application of the theory of planned behaviour and structural equation modelling. Sustainability, 9(11), 1-22. doi:https://doi.org/10.3390/su9112024
  51. Jiang, Y. (2021). Problematic social media usage and anxiety among university students during the COVID-19 pandemic: The mediating role of psychological capital and the moderating role of academic burnout. Frontiers in Psychology, 12, 1-12. doi:https://doi.org/10.3389/fpsyg.2021.612007
  52. Kecojevic, A., Basch, C. H., Sullivan, M., & Davi, N. K. (2020). The impact of the COVID-19 epidemic on mental health of undergraduate students in New Jersey, cross-sectional study. Plos One, 15(9), 1-16. doi:https://doi.org/10.1371/journal.pone.0239696
  53. Keil, M., Tan, B. C., Wei, K.-K., Saarinen, T., Tuunainen, V., & Wassenaar, A. (2000). A cross-cultural study on escalation of commitment behavior in software projects. MIS Quarterly, 24(2), 299-325. doi:https://doi.org/10.2307/3250940
  54. Khan, S., Siddique, R., Li, H., Ali, A., Shereen, M. A., Bashir, N., & Xue, M. (2020). Impact of coronavirus outbreak on psychological health. Journal of Global Health, 10(1), 1-6. doi:https://doi.org/10.7189/jogh.10.010331
  55. Khoury, B., Sharma, M., Rush, S. E., & Fournier, C. (2015). Mindfulness-based stress reduction for healthy individuals: A meta-analysis. Journal of Psychosomatic Research, 78(6), 519-528. doi:https://doi.org/10.1016/j.jpsychores.2015.03.009
  56. Kline, R. B. (2023). Principles and Practice of Structural Equation Modeling. New York: The Guilford Press.
  57. Kock, N. (2014). Advanced mediating effects tests, multi-group analyses, and measurement model assessments in PLS-based SEM. International Journal of e-Collaboration (IJEC), 10(1), 1-13. doi:https://doi.org/10.4018/ijec.2014010101
  58. Kock, N. (2015). Common method bias in PLS-SEM: A full collinearity assessment approachs. International Journal of e-Collaboration (IJEC), 11(4), 1-10. doi:https://doi.org/10.4018/ijec.2015100101
  59. Kock, N. (2017). WarpPLS User Manual: Version 6.0 (Vol. 141). Texas: ScriptWarp Systems.
  60. Kock, N., & Lynn, G. S. (2012). Lateral collinearity and misleading results in variance-based SEM: An illustration and recommendations. Journal of the Association for information Systems, 13(7), 546-580. doi:https://doi.org/10.17705/1jais.00302
  61. Lacap, J. P. G. (2019). The mediating effect of employee engagement on the relationship of transformational leadership and intention to quit: Evidence from local colleges in Pampanga, Philippines. Asia-Pacific Social Science Review, 19(1), 33-48. doi:https://doi.org/10.59588/2350-8329.1200
  62. Lara, J. M. G., Osma, B. G., & Penalva, F. (2009). Accounting conservatism and corporate governance. Review of Accounting Studies, 14(1), 161-201. doi:https://doi.org/10.1007/s11142-007-9060-1
  63. Lepore, S. J., & Kliewer, W. (2013). Violence exposure, sleep disturbance, and poor academic performance in middle school. Journal of Abnormal Child Psychology, 41(8), 1179-1189. doi:https://doi.org/10.1007/s10802-013-9709-0
  64. Li, S.-W., Wang, Y., Yang, Y.-Y., Lei, X.-M., & Yang, Y.-F. (2020). Investigation on the influencing factors for anxiety related emotional disorders of children and adolescents with home quarantine during the prevalence of coronavirus disease 2019. Chinese Journal of Child Health Care, 28(4).
  65. Liu, C., & Liu, Y. (2020). Media exposure and anxiety during COVID-19: The mediation effect of media vicarious traumatization. International Journal of Environmental Research and Public Health, 17(13), 1-16. doi:https://doi.org/10.3390/ijerph17134720
  66. Lu, S., Huang, C.-C., & Rios, J. (2017). Mindfulness and academic performance: An example of migrant children in China. Children and Youth Services Review, 82, 53-59. doi:https://doi.org/10.1016/j.childyouth.2017.09.008
  67. Mwesigwa, D. (2021). Consequence of Covid-19 lockdown on household food security: Voices from Hoima City, Uganda. Journal of Social, Humanity, and Education, 2(1), 55-65. doi:https://doi.org/10.35912/jshe.v2i1.765
  68. Neria, Y., & Sullivan, G. M. (2011). Understanding the mental health effects of indirect exposure to mass trauma through the media. Jama, 306(12), 1374-1375. doi:https://doi.org/10.1001/jama.2011.1358
  69. Ni, M. Y., Yang, L., Leung, C. M., Li, N., Yao, X. I., Wang, Y., Liao, Q. (2020). Mental health, risk factors, and social media use during the COVID-19 epidemic and cordon sanitaire among the community and health professionals in Wuhan, China: cross-sectional survey. JMIR Mental Health, 7(5), 1-6. doi:https://doi.org/10.2196/19009
  70. Odriozola-González, P., Planchuelo-Gómez, Á., Irurtia, M. J., & Luis-García, R. d. (2020). Psychological effects of the COVID-19 outbreak and lockdown among students and workers of a Spanish university. Psychiatry Research, 290, 1-8. doi:https://doi.org/10.1016/j.psychres.2020.113108
  71. Olayemi, A. A. (2020). Public perception, practices, and readiness for post Covid-19 lifestyle in Ikolaba Community, Ibadan. Journal of Social, Humanity, and Education, 1(1), 1-12. doi:https://doi.org/10.35912/jshe.v1i1.171
  72. Oluyinka, S., Endozo, A. N., & Cusipag, M. N. (2021). Integrating trialability and compatibility with UTAUT to assess canvas usage during COVID-19 quarantine period. Asia-Pacific Social Science Review, 21(2), 31-47. doi:https://doi.org/10.59588/2350-8329.1366
  73. Petterson, S., Westfall, J. M., & Miller, B. F. (2020). Projected deaths of despair from COVID-19. Well Being Trust, 1-21.
  74. Polizzi, C., Lynn, S. J., & Perry, A. (2020). Stress and coping in the time of COVID-19: Pathways to resilience and recovery. Clinical Neuropsychiatry, 17(2), 59-62. doi:https://doi.org/10.36131/CN20200204
  75. Pungpapong, G., & Kalayasiri, R. (2020). High prevalence of depression, anxiety and stress among secondary school students during COVID-19 lockdown and social distancing and its associated factors: An online cross-sectional survey. 1-31. doi:https://doi.org/10.21203/rs.3.rs-93848/v1
  76. Raganta, I., Vargas, D., & Raganta, J. (2021). Gender social media exposure and academic performance of high school students. SSRN Electronic Journal, 1-5. doi:https://doi.org/10.2139/ssrn.3838172
  77. Rains, G. D. (2004). Principios de Neuropsicología Humana. Mexico: McGraw-Hill Interamericana.
  78. Reinartz, W., Haenlein, M., & Henseler, J. (2009). An empirical comparison of the efficacy of covariance-based and variance-based SEM. International Journal of research in Marketing, 26(4), 332-344. doi:https://doi.org/10.1016/j.ijresmar.2009.08.001
  79. Ren, J., Yang, C., Huang, F., Zhang, Y., & Shi, H. (2021). The effect of psychological adaptation on prevention behavior of college students during the Coronavirus Disease (COVID-19): A moderated mediating model. 1-13. doi:https://doi.org/10.21203/rs.3.rs-551884/v1
  80. Rettie, H., & Daniels, J. (2021). Coping and tolerance of uncertainty: Predictors and mediators of mental health during the COVID-19 pandemic. American Psychologist, 76(3), 427-437. doi:https://psycnet.apa.org/doi/10.1037/amp0000710
  81. Roy, D., Tripathy, S., Kar, S. K., Sharma, N., Verma, S. K., & Kaushal, V. (2020). Study of knowledge, attitude, anxiety & perceived mental healthcare need in Indian population during COVID-19 pandemic. Asian Journal of Psychiatry, 51, 1-7. doi:https://doi.org/10.1016/j.ajp.2020.102083
  82. Schlenger, W. E., Caddell, J. M., Ebert, L., Jordan, B. K., Rourke, K. M., Wilson, D., Kulka, R. A. (2002). Psychological reactions to terrorist attacks: findings from the National Study of Americans' Reactions to September 11. Jama, 288(5), 581-588. doi:https://doi.org/10.1001/jama.288.5.581
  83. Scotta, A. V., Cortez, M. V., & Miranda, A. R. (2022). Insomnia is associated with worry, cognitive avoidance and low academic engagement in Argentinian university students during the COVID-19 social isolation. Psychology, Health & Medicine, 27(1), 199-214. doi:https://doi.org/10.1080/13548506.2020.1869796
  84. Siebenhaar, K. U., Köther, A. K., & Alpers, G. W. (2020). Dealing with the COVID-19 infodemic: Distress by information, information avoidance, and compliance with preventive measures. Frontiers in Psychology, 11, 1-11. doi:https://doi.org/10.3389/fpsyg.2020.567905
  85. Silva, W. A. D., Brito, T. R. d. S., & Pereira, C. R. (2022). COVID-19 anxiety scale (CAS): Development and psychometric properties. Current Psychology, 41(8), 5693-5702. doi:https://doi.org/10.1007/s12144-020-01195-0
  86. Silver, R. C., Holman, E. A., Andersen, J. P., Poulin, M., McIntosh, D. N., & Gil-Rivas, V. (2013). Mental-and physical-health effects of acute exposure to media images of the September 11, 2001, attacks and the Iraq War. Psychological Science, 24(9), 1623-1634. doi:https://doi.org/10.1177/0956797612460406
  87. Simonsson, O., Bazin, O., Fisher, S. D., & Goldberg, S. B. (2021). Effects of an eight-week, online mindfulness program on anxiety and depression in university students during COVID-19: A randomized controlled trial. Psychiatry Research, 305, 1-4. doi:https://doi.org/10.1016/j.psychres.2021.114222
  88. Singh, S., Roy, D., Sinha, K., Parveen, S., Sharma, G., & Joshi, G. (2020). Impact of COVID-19 and lockdown on mental health of children and adolescents: A narrative review with recommendations. Psychiatry Research, 293, 1-10. doi:https://doi.org/10.1016/j.psychres.2020.113429
  89. Sousa, J. M. d., Moreira, C. A., & Correia, D. T. (2018). Anxiety, depression and academic performance: a study amongst Portuguese medical students versus non-medical students. Acta Médica Portuguesa, 31(9), 454-462. doi:https://doi.org/10.20344/amp.9996
  90. StatSoft. (2013). Electronic Statistics Textbook. Retrieved from http://www.statsoft.com/textbook/structural-equation-modeling12/5/2019
  91. Stickley, A., Matsubayashi, T., Sueki, H., & Ueda, M. (2020). COVID-19 preventive behaviours among people with anxiety and depressive symptoms: findings from Japan. Public Health, 189, 91-93. doi:https://doi.org/10.1016/j.puhe.2020.09.017
  92. Sweeny, K., & Howell, J. L. (2017). Bracing later and coping better: Benefits of mindfulness during a stressful waiting period. Personality and Social Psychology Bulletin, 43(10), 1399-1414. doi:https://doi.org/10.1177/0146167217713490
  93. Talidong, K. J. B., & Toquero, C. M. D. (2020). Philippine teachers’ practices to deal with anxiety amid COVID-19. Journal of Loss and Trauma, 25(6-7), 573-579. doi:https://doi.org/10.1080/15325024.2020.1759225
  94. Toquero, C. M. (2020). Challenges and opportunities for higher education amid the COVID-19 pandemic: The Philippine context. Pedagogical Research, 5(4), 1-5. doi:https://doi.org/10.29333/pr/7947
  95. Tus, J. (2021). Amidst Covid-19 pandemic: depression, anxiety, stress, and academic performance of the students in the new normal of education in the Philippines. Online International Conference on Multidisciplinary Research and Development, 1-13. doi:https://doi.org/10.6084/m9.figshare.14775339.v1
  96. Uddin, M., & Uddin, B. (2021). The impact of Covid-19 on students’ mental health. Journal of Social, Humanity, and Education, 1(3), 185-196. doi:https://doi.org/10.35912/jshe.v1i3.525
  97. Ward, A. W., Stoker, H. W., & Murray-Ward, M. E. (1996). Educational Measurement: Origins, Theories, and Explications. London: Bloomsbury Academic.
  98. Wardhani, N., Nugroho, W., Fernandes, A., & Solimun, S. (2020). Structural Equation Modeling (SEM) analysis with Warppls approach based on Theory of Planned Behavior (TPB). Mathematics and Statistics, 8(3), 311-322. doi:https://doi.org/10.13189/ms.2020.080310
  99. WHO. (2020). Helping Children Cope with Stress during the 2019 n-CoV Outbreak. Retrieved from https://resourcecentre.savethechildren.net/document/helping-children-cope-stress-during-2019-ncov-outbreak
  100. Wong, L. P., Hung, C.-C., Alias, H., & Lee, T. S.-H. (2020). Anxiety symptoms and preventive measures during the COVID-19 outbreak in Taiwan. BMC Psychiatry, 20(1), 1-9. doi:https://doi.org/10.1186/s12888-020-02786-8
  101. Worldometers. (2021). Philippines COVID: 1,367,894 cases and 23,809 deaths. Real-time Statistics. Retrieved from https://www.worldometers.info/coronavirus/country/philippines/
  102. Xiang, Y.-T., Yang, Y., Li, W., Zhang, L., Zhang, Q., Cheung, T., & Ng, C. H. (2020). Timely mental health care for the 2019 novel coronavirus outbreak is urgently needed. The Lancet Psychiatry, 7(3), 228-229. doi:https://doi.org/10.1016/s2215-0366(20)30046-8
  103. Xie, X., Xue, Q., Zhou, Y., Zhu, K., Liu, Q., Zhang, J., & Song, R. (2020). Mental health status among children in home confinement during the coronavirus disease 2019 outbreak in Hubei Province, China. JAMA Pediatrics, 174(9), 898-900. doi:https://doi.org/10.1001/jamapediatrics.2020.1619
  104. Zhang, X., Dimitriou, D., & Halstead, E. J. (2021). Sleep, anxiety, and academic performance: a study of adolescents from public high schools in China. Frontiers in Psychology, 12, 1-7. doi:https://doi.org/10.3389/fpsyg.2021.678839
  105. Zhu, N., Zhang, D., Wang, W., Li, X., Yang, B., Song, J., Lu, R. (2020). A novel coronavirus from patients with pneumonia in China, 2019. New England Journal of Medicine, 382(8), 727-733. doi:https://doi.org/10.1056/nejmoa2001017
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