Workforce Anxiety Due to Covid-19 Pandemic: The Mediation Effect of Personal Finance among Private Labor Force in Kerala

  • Aravind Mohanan Potti TKM Institute of Management Affiliated to University of Kerala, Kollam, Kerala, India
  • Manojkrishnan Champettil Gopalakrishna Pillai TKM Institute of Management Affiliated to University of Kerala, Kollam, Kerala, India
Keywords: COVID-19, Anxiety, Personal Finance, Mediation effect, Regression models

Abstract

The COVID-19 pandemic hit at its worse on the economic and social conditions of the workers across the world. Studying how COVID-19 has created anxiety among the private workforce in Kerala can contribute significant input to the policymakers. The place of this research is also important as Kerala is a state with a strong public health care system and a sizeable number of workers from Kerala are employed in the private sector. The objectives of this study are to measure the direct impact of COVID-19 on workforce anxiety and to analyze the mediation effect of personal finance on workforce anxiety during the COVID-19 pandemic. Principal Component Analysis was done to identify the influential variables under each factor. After ensuring the reliability, validity, and consistency of the questions, the regression analysis was carried out. The statistical software’s IBM SPSS Statistics 20 and PROCESS macro 3.5 were used for data analysis. The initial hypothesis (H1) of this study was COVID-19 has a direct relationship with the worker's anxiety. The result of the regression analysis confirmed this assumption. The mediating role of personal finance during the impact of COVID-19 on the worker's anxiety was tested through the bootstrapping method and the indirect effect of COVID-19 on the worker's anxiety through personal finance is also positive and significant. This study is suggesting numerous measures to the policymakers and to the corporate for addressing the worker's anxiety in the social and economic levels.

References

Achdut, N., & Refaeli, T. (2020). Unemployment and psychological distress among young people during the COVID-19 pandemic: Psychological resources and risk factors. International Journal of Environmental Research and Public Health, 17, 7163.https://doi.org/10.3390/ijerph17197163

Alnazly, E., Khraisat, O. M., Al-Bashaireh, A. M., & Bryant, C. L. (2021). Anxiety, depression, stress, fear and social support during COVID-19 pandemic among Jordanian healthcare workers. PLoS ONE, 16(3), e0247679. https://doi.org/10.1371/journal.pone.0247679

Anand, S., Mishra, K., Vermam, V., & Taruna, T. (2021). Financial literacy as a mediator of personal financial health during COVID-19: A structural equation modelling approach. Emerald Open Research, 2(59), 59. https://doi.org/10.35241/emeraldopenres.13735.2

Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103(3), 411-423. https://doi.org/10.1037/0033-2909.103.3.411

Banerjee, D. (2020). The COVID-19 outbreak: Crucial role the psychiatrists can play. Asian Journal of Psychiatry, 50, 102014. https://doi.org/10.1016/j.ajp.2020.102014

Barrafrem, K., Västfjäll, D., & Tinghög, G. (2020). Financial well-being, COVID-19, and the financial better-than-average-effect. Journal of Behavioral and Experimental Finance, 28, 100410. https://doi.org/10.1016/j.jbef.2020.100410

Bartlett, M. S. (1951). The effect of standardization on a Chi-square approximation in factor analysis. Biometrika, 38(3/4), 337-344. https://doi.org/10.2307/2332580

Basyouni, S. S., & Keshky, M. S. (2021). Job insecurity, work-related flow, and financial anxiety in the midst of COVID-19 pandemic and economic downturn. Front. Psychol, 12, 632265. https://doi.org/10.3389/fpsyg.2021.632265

Beck, A. T. (1976). Cognitive therapy and the emotional disorders. International Universities Press.

Brooks, S. K., Webster, R. K., Smith, L. E., Woodland, L., Wessely, S., Greenberg, N., & Rubin, G. J. (2020). The psychological impact of quarantine and how to reduce it: Rapid review of evidence. The Lancet, 395(10227), 912-920.. https://doi.org/10.1016/S0140-6736(20)30460-8

Cao, W., Fang, Z., Hou, G., Han, M., Xu, X., Dong, J., & Zheng, J. (2020). The psychological impact of the COVID-19 epidemic on college students in China. Psychiatry Research, 287, 112934. https://doi.org/10.1016/j.psychres.2020.112934

Chatterjee, S. S., Chakrabarty, M., Banerjee, D., Grover, S., Chatterjee, S. S., & Dan, U. (2021). Stress, sleep and psychological impact in healthcare workers during the early phase of COVID-19 in India: A factor analysis. Front. Psychol, 12, 611314. https://doi.org/10.3389/fpsyg.2021.611314

Cortina, J. M. (1993). What is coefficient alpha? An examination of theory and applications. Journal of Applied Psychology, 78(1), 98-104. https://doi.org/10.1037/0021-9010.78.1.98

Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297-334. https://doi.org/10.1007/BF02310555

Das, G. (2020, March 31). 136 million jobs at risk in post-corona India. Live mint news. https://www.livemint.com/news/india/136-million-jobs-at-risk-in-post-corona-india-11585584169192.html

Das, S., & Soni, T. L. (2020, September 16). Lockdown takes a heavy toll on Kerala households. Business Line. https://www.thehindubusinessline.com/opinion/lockdown-takes-a-heavy-toll-on-kerala-households/article32623010.ece

De Kock, J. H., Latham, H. A., Leslie, S. J., Grindle, M., Munoz, S. A., Ellis, L., Polson, R., & O'Malley, C. M. (2021). A rapid review of the impact of COVID-19 on the mental health of healthcare workers: Implications for supporting psychological well-being. BMC Public Health, 21, 104. https://doi.org/10.1186/s12889-020-10070-3

Economic Review Report. (2017). State Planning Board. Government of Kerala. https://spb.kerala.gov.in/economic-review/ER2017/web_e/foreword.php

Farrell, L., Fry, T. R. L., & Risse, L. (2016). The significance of financial self-efficacy in explaining women's personal finance behavior. Journal of Economic Psychology, 54, 85-99. https://doi.org/10.1016/j.joep.2015.07.001

Faul, F., Erdfelder, E., Buchner, A., & Lang, A. G. (2009). Statistical power analyses using G* Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods, 41(4), 1149-1160. https://doi.org/10.3758/BRM.41.4.1149

Field, A. (2005). Discovering Statistics Using SPSS (2nd ed.). Sage Publications.

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50. https://doi.org/10.1177/002224378101800104

Fox, J. & Bartholomae, S. (2020). Household finances, financial planning, and COVID-19. Financial Planning Review, 3(4), e1103. https://doi.org/10.1002/cfp2.1103

Gatsonis, C., & Sampson, A. R. (1989). Multiple correlation: Exact power and sample size calculations. Psychological Bulletin, 106(3), 516-524. https://doi.org/10.1037/0033-2909.106.3.516

Giorgi, G., Lecca, L. I., Alessio, F., Finstad, G. L., Bondanini, G., Lulli, L. G., Arcangeli, G., & Mucci, N. (2020). COVID-19-related mental health effects in the workplace: A narrative review. International Journal of Environmental Research and Public Health, 17(21), 7857. https://doi.org/10.3390/ijerph17217857

Guillemette, M., Finke, M., & Gilliam, J. (2012). Risk tolerance questions to best determine client portfolio allocation preferences, Journal of Financial Planning, 25(5), 36-44. https://doi.org/10.2139/ssrn.2009419

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2014). A primer on partial least squares structural equation modeling (1st ed.). Sage.

Hamouche, S. (2020). COVID-19 and employees' mental health: Stressors, moderators and agenda for organizational actions. Emerald Open Research, 2, 15. https://doi.org/10.35241/emeraldopenres.13550.1

Hayes, A. F. & Preacher, K. J. (2013). Statistical mediation analysis with a multicategorical independent variable. British Journal of Mathematical and Statistical Psychology, 67(3), 451-470. https://doi.org/10.1111/bmsp.12028

Hill, R. (1949). Families under stress: Adjustment to the crises of war separation and reunion. Harper & Brothers.

Hoyle, R. H. (1995). Structural equation modeling: Concepts, issues, and applications. Sage Publications.

Ilut, C. L., & Schneider, M. (2014). Ambiguous business cycles. American Economic Review, 104(8), 2368-2399. https://doi.org/10.1257/aer.104.8.2368

Inani, R. (2021, August 30). How a year of Covid-19 financially dented India's middle class. India Spend. https://www.indiaspend.com/covid-19/how-a-year-of-covid-19-financially-dented-indias-middle-class-770838

International Labour Organisation (2020, March 18). Almost 25 million jobs could be lost worldwide as a result of COVID-19, says ILO. ILO News. https://www.ilo.org/global/about-the-ilo/newsroom/news/WCMS_738742/lang--en/index.htm

Jacob, E., & Ching, W. L. (2021, February 8). Feeling the strain: Stress and anxiety weigh on world's workers. Financial Times. https://www.ft.com/content/02d39d97-23ed-45ff-b982-7335770ae512v

Jin, X., Zhao, Y., Song, W., & Zhao, T. (2021). Save for safe: Effect of COVID-19 pandemic on consumers' saving and spending behavior in China. Front. Psychol., 12, 636859. https://doi.org/10.3389/fpsyg.2021.636859

Kaiser, H. F. (1960). The application of electronic computers to factor analysis. Educational and Psychological Measurement, 20(1), 141-151. https://doi.org/10.1177/001316446002000116

Kaiser, H. (1974). An index of factor simplicity. Psychometrika 39, 31-36. https://doi.org/10.1007/BF02291575

Kamstra, M. J., Kramer, L. A., & Levi, M. D. (2003). Winter blues: A SAD stock market cycle. American Economic Review, 93(1), 324-343. https://doi.org/10.1257/000282803321455322

Keynes, J. M. (1936). The General Theory of Employment, Interest and Money. Macmillan.

Kothai, R., & Arul, B. (2020). 2019 novel coronavirus: A mysterious threat from Wuhan, China-A current review. International Journal of Research in Pharmaceutical Sciences, 11(SPL 1), 7-15. https://doi.org/10.26452/ijrps.v11iSPL1.1975

Kurowski, L. (2021). Household's overindebtedness during the COVID-19 crisis: The role of debt and financial literacy. Risks, 9(4), 62. https://doi.org/10.3390/risks9040062

Lee, S. A. (2020). Coronavirus anxiety scale: A brief mental health screener for COVID-19 related anxiety. Death Studies, 44(7), 393-401. https://doi.org/10.1080/07481187.2020.1748481

Little, K. (2020, June 23). Survey: Most Americans are feeling anxious about their money. Next Advisor. https://time.com/nextadvisor/banking/coronavirus-financial-anxiety/

Manojkrishnan, C. G., & Aravind, M. (2020). Covid - 19 pandemic and its impact on labor force: A new model based on social stress theory and prospect theory. Scientific Papers of the University of Pardubice, Series D: Faculty of Economics and Administration, 28(3), 1-12. https://doi.org/10.46585/sp28031070

Martin, A., Markhvida, M., Hallegatte, S., & Walsh, B. (2020). Socio-economic impacts of COVID-19 on household consumption and poverty. Economics of Disaster and Climate Change, 4, 453-479. https://doi.org/10.1007/s41885-020-00070-3

Nagasu, M., Muto, K., & Yamamoto, I. (2021). Impacts of anxiety and socioeconomic factors on mental health in the early phases of the COVID-19 pandemic in the general population in Japan: A web-based survey. PLOS ONE, 16(3), e0247705. https://doi.org/10.1371/journal.pone.0247705

Nastiti, R., & Rusvitawati, D. (2021). Impacts of COVID-19 pandemic on employees' anxiety and safety behavior at higher educational institutions in Banjarmasin. INOBIS: Jurnal Inovasi Bisnis dan Manajemen Indonesia, 4(2), 295-304. https://doi.org/10.31842/jurnalinobis.v4i2.184

Nofsinger, J. R., Patterson, F. M., &, Shank, C. A. (2018). Decision-making, financial risk aversion, and behavioral biases: The role of testosterone and stress. Economics and Human Biology, 29, 1-16. https://doi.org/10.1016/j.ehb.2018.01.003

Orly, Z., & Richard, M. S. (2020). Covid-19 - A reminder to reason. The New England Journal of Medicine, 383(3), e12(1)-e12(3). https://doi.org/10.1056/NEJMp2009405

Pearson, K. (1920). Notes on the history of correlation. Biometrika, 13(1), 25-45. https://doi.org/10.2307/2331722

Podsakoff, P. M., & Organ, D. W. (1986). Self-reports in organizational research: Problems and prospects. Journal of Management, 12(4), 531-544. https://doi.org/10.1177/014920638601200408

Qiu, J., Shen, B., Zhao, M., Wang, Z., Xie, B., & Xu, Y. (2020). A nationwide survey of psychological distress among Chinese people in the COVID-19 epidemic: Implications and policy recommendations. General Psychiatry, 33(2), e100213. https://doi.org/10.1136/gpsych-2020-100213corr1

Rasdi, R. M., Zaremohzzabieh, Z., & Ahrari, S. (2021). Financial insecurity during the COVID-19 pandemic: Spillover effects on burnout-disengagement relationships and performance of employees who moonlight. Front. Psychol, 12, 610138. https://doi.org/10.3389/fpsyg.2021.610138

Refeque, M., Azad, P., & Sujathan, P. K. (2021). How do workers sustain COVID induced labour market shock: Evidence from the Indian state of Kerala. The Indian Economic Journal, 69(3), 520-533. https://doi.org/10.1177/00194662211023814

Robillard, R., Saad, M., Edwards, J., Solomonova, E., Pennestri, M. H., Daros, A., Veissière, S. P. L., Quilty, L., Dion, K., Nixon, A., Phillips, J., Bhatla, R., Spilg, E., Godbout, R., Yazji, B., Rushton, C., Gifford, W. A., Gautam, M., Baofo, A., … Kendzerska, T. (2020). Social, financial and psychological stress during an emerging pandemic: Observations from a population survey in the acute phase of COVID-19. BMJ Open, 10(12), e043805. https://doi.org/10.1136/bmjopen-2020-043805

Rodríguez-Hidalgo, A. J, Pantaleón, Y., Dios, I., & Falla, D. (2020). Fear of COVID-19, stress, and anxiety in university undergraduate students: A predictive model for depression. Front. Psychol., 11, 591797. https://doi.org/10.3389/fpsyg.2020.591797

Shaharuddin, N. S., Zain, Z. M., & Ahmad, S. F. S. (2021). Financial planning determinants among working adults during Covid 19 pandemic. International Journal of Academic Research in Accounting Finance and Management Sciences, 11(1), 285-304. https://doi.org/10.6007/IJARAFMS/v11-i1/8998

Srivats, K. R. (2021, August 1). Covid jabs to be treated as CSR activity. Business Line. https://www.thehindubusinessline.com/companies/covid-jabs-to-be-treated-as-csr-activity/article35657792.ece

Suryavanshi, N., Kadam, A., Dhumal, G., Nimkar, S., Mave, V., Gupta, A., Cox, S. R., & Gupte, N. (2020). Mental health and quality of life among healthcare professionals during the COVID-19 pandemic in India. Brain and Behavior, 10(11), e01837. https://doi.org/10.1002/brb3.1837

Szustak, G., Gradoń, W., & Szewczyk, L. (2021). Household financial situation during the COVID-19 pandemic with particular emphasis on savings-An evidence from Poland compared to other CEE states. Risks, 9(9), 166. https://doi.org/10.3390/risks9090166

Tan, W., Hao, F., McIntyre, R. S., Jiang, L., Jiang, X., Zhang, L., Zhao, X., Zou, Y., Hu, Y., Luo, X., Zhang, Z., Lai, A., Ho, R., Tran, B., Ho, C., & Tamk, W.(2020). Is returning to work during the COVID-19 pandemic stressful? A study on immediate mental health status and psychoneuroimmunity prevention measures of Chinese workforce. Brain Behavior, and Immunity, 87, 84-92. https://doi.org/10.1016/j.bbi.2020.04.055

Temash, M., Al-Sohime, F., Alamro, N., Al-Eyadhy, A., Al-Hasan , K., Jamal, A., Al-Maglouth, I., Aljamaan , F., Al Amri, M., Barry, M., Al-Subaie, S., & Somily, A. M.. (2020). The psychological impact of COVID-19 pandemic on health care workers in a MERS-CoV endemic country. Journal of Infection and Public Health, 13(6), 877-882. https://doi.org/10.1016/j.jiph.2020.05.021

The Guardian. (2020, April 21). How the Indian state of Kerala flattened the coronavirus curve. The Guardian. https://www.theguardian.com/commentisfree/2020/apr/21/kerala-indian-state-flattened-coronavirus-curve

Thomas, J. J. (2003). Labor and industrialization in Kerala. Indian Journal of Labor Economics, 46(4), 575-592.

Torales, J., O'Higgins, M., Castaldelli-Maia, J. M., & Ventriglio, A. (2020). The outbreak of COVID-19 coronavirus and its impact on global mental health. International Journal of Social Psychiatry, 66(4), 317-320. https://doi.org/10.1177/0020764020915212

Verma, S., & Mishra, A. (2020). Depression, anxiety, and stress and socio-demographic correlates among general Indian public during COVID-19. International Journal of Social Psychiatry, 66(8), 756-762. https://doi.org/10.1177/0020764020934508

Vinkers, C. H., Amelsvoort, T., Bisson, J. I., Branchi, I., Cryan, J. F., Domschke, K., Howes, O. D., Manchia, M., Pinto, L., Quervain, D., Schmidt, M. V., & Wee, N. J. A. (2020). Stress resilience during the coronavirus pandemic. European Neuropsychopharmacology, 35, 12-16. https://doi.org/10.1016/j.euroneuro.2020.05.003

Vyas, L., & Butakhieo, N. (2021). The impact of working from home during COVID-19 on work and life domains: An exploratory study on Hong Kong. Policy Design and Practice, 4(1), 59-76. https://doi.org/10.1080/25741292.2020.1863560

Wainwright, D., & Calnan, M. (2000). Rethinking the work stress 'epidemic'. The European Journal of Public Health, 10(3), 231-233. https://doi.org/10.1093/eurpub/10.3.231

Witteveen, D., & Velthorst, E. (2020). Economic hardship and mental health complaints during COVID-19. Proceedings of the National Academy of Sciences, 117(44), 27277-27284. https://doi.org/10.1073/pnas.2009609117

Wong, T. W., Gao, Y., & Tam, W. W. S. (2007). Anxiety among university students during the SARS epidemic in Hong Kong. Stress and Health, 23(1), 31-35. https://doi.org/10.1002/smi.1116

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. https://doi.org/10.1016/S2215-0366(20)30046-8

Yethindra, V. (2020). Role of GS-5734 (Remdesivir) in inhibiting SARS-CoV and MERS-CoV: The expected role of GS-5734 (Remdesivir) in COVID-19 (2019 nCoV)-VYTR hypothesis. International Journal of Research in Pharmaceutical Sciences, 11(SPL 1), 1-6. https://doi.org/10.26452/ijrps.v11iSPL1.1973

Zung, W. W. K. (1971). A rating instrument for anxiety disorders. Psychosomatics, 12(6), 371-379. https://doi.org/10.1016/S0033-3182(71)71479-0

Published
2022-12-19
How to Cite
Aravind Mohanan Potti, & Manojkrishnan Champettil Gopalakrishna Pillai. (2022). Workforce Anxiety Due to Covid-19 Pandemic: The Mediation Effect of Personal Finance among Private Labor Force in Kerala. International Journal of Business and Society, 23(3), 1570-1587. https://doi.org/10.33736/ijbs.5182.2022