The Impact of Unemployment on the Health of Individuals: A Bibliometric Survey
Keywords:
Unemployment, Health, Mental health, Socioeconomic variables, Bibliometric analysisAbstract
Unemployment pays a tremendous tribute to human health, both physical and mental. Academics have put their potential emphasis on this particular gradient through their research publications. This literature review aims to explore the performance evolution, trends, and most productive countries in relation to unemployment's effect on health. To achieve these objectives, a total of 3,977 social science and economics journal articles were obtained from the Scopus database through a keyword search. The authors simultaneously reviewed abstracts to identify fifty articles for a content analysis. The findings demonstrated a gradual growth in scientific publication throughout the study period, especially from 1970-2023, while in the last decade, the growth was significant. The results unveiled four distinct themes associated with unemployment/health research constituent: unemployment and health outcomes (both physical and mental health), unemployment and human psychology, unemployment and gender differences, and unemployment effects based on socioeconomic and economic settings. Another significant finding is that the USA holds the dominant position in the scientific production of this particular research domain. The findings can be a source for future studies as well as beneficial to policymakers to gauge some remarkable variables and findings to aid during policy-level decisions. The paper concludes with suggestions for future research
References
Ahmad Jaber, T., & Mohammed Shah, S. (2023). Enterprise risk management literature: emerging themes and future directions. Journal of Accounting & Organizational Change. https://doi.org/10.1108/JAOC-07-2022-0106
Alam, S. M. S., Chowdhury, M. A. M., & Razak, D. B. A. (2021). Research evolution in banking performance: a bibliometric analysis. Futur Bus J, 7(66), 1–19. https://doi.org/10.1186/s43093-021-00111-7
Amenyah, S. D., Waters, D., Tang, W., Fenge, L.-A., & Murphy, J. L. (2022). Systematic realist synthesis of health-related and lifestyle interventions designed to decrease overweight, obesity and unemployment in adults. BMC Public Health, 22(1), 2100. https://doi.org/10.1186/s12889-022-14518-6
Andersen, A. L., Hansen, E. T., Johannesen, N., & Sheridan, A. (2022). Consumer responses to the COVID‐19 crisis: evidence from bank account transaction data*. The Scandinavian Journal of Economics, 124(4), 905–929. https://doi.org/10.1111/sjoe.12512
Anriddine, Y. (2023). Employment Crisis in Comoros and Importance of Training: Analysis and Prospects. American Journal of Arts and Human Science, 2(2), 24–32. https://doi.org/10.54536/ajahs.v2i2.1401
Appio, F. P., Cesaroni, F., & Di Minin, A. (2014). Visualizing the structure and bridges of the intellectual property management and strategy literature: a document co-citation analysis. Scientometrics, 101(1), 623–661. https://doi.org/10.1007/s11192-014-1329-0
Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007
Backhaus, I., Hoven, H., Di Tecco, C., Iavicoli, S., Conte, A., & Dragano, N. (2022). Economic change and population health: lessons learnt from an umbrella review on the Great Recession. BMJ Open, 12(4), e060710. https://doi.org/10.1136/bmjopen-2021-060710
Baker, H. K., Kumar, S., & Pandey, N. (2021). Forty years of the Journal of Futures Markets : A bibliometric overview. Journal of Futures Markets, 41(7), 1027–1054. https://doi.org/ 10.1002/fut.22211
Bartelink, V. H. M., Zay Ya, K., Guldbrandsson, K., & Bremberg, S. (2020). Unemployment among young people and mental health: A systematic review. Scandinavian Journal of Public Health, 48(5), 544–558. https://doi.org/10.1177/1403494819852847
Bezruchka, S. (2009). The effect of economic recession on population health. Canadian Medical Association Journal, 181(5), 281–285. https://doi.org/10.1503/cmaj.090553
Broadus, R. N. (1987). Toward a definition of “bibliometrics.” Scientometrics, 12(5–6), 373–379. https://doi.org/10.1007/BF02016680
Bubonya, M., Cobb-Clark, D. A., & Wooden, M. (2017). Job loss and the mental health of spouses and adolescent children. IZA Journal of Labor Economics, 6(1), 1–27. https://doi.org/10.1186/s40172-017-0056-1
Buffel, V., Missinne, S., & Bracke, P. (2017). The social norm of unemployment in relation to mental health and medical care use: the role of regional unemployment levels and of displaced workers. Work, Employment and Society, 31(3), 501–521. https://doi.org/10. 1177/0950017016631442
Callon, M., Courtial, J.-P., Turner, W. A., & Bauin, S. (1983). From translations to problematic networks: An introduction to co-word analysis. Social Science Information, 22(2), 191–235. https://doi.org/10.1177/053901883022002003
Capobianco-Uriarte, M. de las M., Casado-Belmonte, M. del P., Marín-Carrillo, G. M., & Terán-Yépez, E. (2019). A bibliometric analysis of international competitiveness (1983-2017). Sustainability (Switzerland), 11(7). https://doi.org/10.3390/su11071877
Chowdhury, M. A. M., & Mohd Salleh, M. C. (2017). The Impact of Micro Credit on Financial Condition and Socio-Economic of Women Entrepreneurs in Bangladesh. International Journal of Accounting, Finance and Business, 2(6), 38–49.
Cobo, M. J., & Herrera, F. (2011). An approach for detecting , quantifying , and visualizing the evolution of a research field : A practical application to the Fuzzy Sets Theory field. Journal of Informetrics, 5(1), 146–166. https://doi.org/10.1016/j.joi.2010.10.002
Columbia University. (2019). Content Analysis. Mailman School of Public Health. https://www.publichealth.columbia.edu/research/population-health-methods/content-analysis
Daly, M., & Delaney, L. (2013). The scarring effect of unemployment throughout adulthood on psychological distress at age 50: Estimates controlling for early adulthood distress and childhood psychological factors. Social Science and Medicine, 80, 19–23. https://doi.org/10.1016/j.socscimed.2012.12.008
Deaton, A. (2015). The Great Escape: Health, Wealth, and the Origins of Inequality. Princeton University Press.
Dolan, P., Peasgood, T., & White, M. (2008). Do we really know what makes us happy? A review of the economic literature on the factors associated with subjective well-being. Journal of Economic Psychology, 29(1), 94–122. https://doi.org/10.1016/j.joep.2007. 09.001
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133(May), 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070
Dooley, D., Fielding, J., & Levi, L. (1996). Health and Unemployment. Annual Review of Public Health, 17(1), 449–465. https://doi.org/10.1146/annurev.pu.17.050196.002313
Drydakis, N. (2015). The effect of unemployment on self-reported health and mental health in Greece from 2008 to 2013: A longitudinal study before and during the financial crisis. Social Science and Medicine, 128, 43–51. https://doi.org/10.1016/j.socscimed.2014. 12.025
Durieux, V., & Gevenois, P. A. (2010). Bibliometric idicators: Quality masurements of sientific publication. Radiology, 255(2), 342–351. https://doi.org/10.1148/radiol.09090626
Ezzy, D. (1993). Unemployment and mental health: A critical review. Social Science and Medicine, 37(1), 41–52. https://doi.org/10.1016/0277-9536(93)90316-V
Fan, W., & Qian, Y. (2023). State Contexts, Job Insecurity, and Subjective Well-being in the Time of COVID-19. Journal of Happiness Studies, 24(6), 2039–2059. https://doi.org/10.1007/s10902-023-00669-9
Farré, L., Fasani, F., & Mueller, H. (2018). Feeling useless: the effect of unemployment on mental health in the Great Recession. IZA Journal of Labor Economics, 7(1). https://doi.org/10.1186/s40172-018-0068-5
Ferrera, M. (1996). The “Southern Model” of Welfare in Social Europe. Journal of European Social Policy, 6(1), 17–37. https://doi.org/10.1177/095892879600600102
Fryer, D., & Payne, R. (1984). Proactive behaviour in unemployment: findings and implications. Leisure Studies, 3(3), 273–295. https://doi.org/10.1080/02614368400390231
Garcy, A. M., & Vågerö, D. (2012). The length of unemployment predicts mortality, differently in men and women, and by cause of death: A six year mortality follow-up of the Swedish 1992-1996 recession. Social Science and Medicine, 74(12), 1911–1920. https://doi.org/10.1016/j.socscimed.2012.01.034
Gerdtham, U. G., & Johannesson, M. (2005). Business cycles and mortality: Results from Swedish microdata. Social Science and Medicine, 60(1), 205–218. https://doi.org/10.1016/j.socscimed.2004.05.004
Gerdtham, U. G., & Ruhm, C. J. (2006). Deaths rise in good economic times: Evidence from the OECD. Economics and Human Biology, 4(3), 298–316. https://doi.org/10.1016/j.ehb.2006.04.001
Graetz, B. (1993). Health consequences of employment and unemployment: Longitudinal evidence for young men and women. Social Science and Medicine, 36(6), 715–724. https://doi.org/10.1016/0277-9536(93)90032-Y
Habte, M. H., Seid, S. J., Alemu, A., Hailemariam, H. A., Wudneh, B. A., Kasa, R. N., & Bitew, Z. W. (2022). The effect of unemployment and post-natal care on the exclusive breast-feeding practice of women in Ethiopia: a systematic review and meta-analysis. Reproductive Health, 19(1), 94. https://doi.org/10.1186/s12978-022-01404-y
He, X., Wu, Y., Yu, D., & Merigó, J. M. (2017). Exploring the Ordered Weighted Averaging Operator Knowledge Domain: A Bibliometric Analysis. International Journal of Intelligent Systems, 32(11), 1151–1166. https://doi.org/10.1002/int.21894
Heponiemi, T., Elovainio, M., Manderbacka, K., Aalto, A. M., Kivimäki, M., & Keskimäki, I. (2007). Relationship between unemployment and health among health care professionals: Health selection or health effect? Journal of Psychosomatic Research, 63(4), 425–431. https://doi.org/10.1016/j.jpsychores.2007.04.005
Hernández-González, V., Sans-Rosell, N., Jové-Deltell, M., & Reverter-Masia, J. (2016). Comparison between Web of Science and Scopus, Bibliometric Study of the Journals of Anatomy and Morphology. International Journal of Morphology, 34(4), 1369–1377.
Hollederer, A. (2015). Unemployment, health and moderating factors: the need for targeted health promotion. Journal of Public Health, 23(6), 319–325. https://doi.org/10.1007/ s10389-015-0685-4
Islam, M. M., Chowdhury, M. A. M., Begum, R. A., & Amir, A. A. (2022). A bibliometric analysis on the research trends of climate change effects on economic vulnerability. Environmental Science and Pollution Research, 29(39), 59300–59315. https://doi.org/10.1007/s11356-022-20028-0
Jacques Wels, Booth, C., Wielgoszewska, B., Green, M. J., Di Gessa, G., Huggins, C. F., Griffith, G. J., Kwong, A. S. F., Bowyer, R. C. E., Maddock, J., Patalay, P., Silverwood, R. J., Fitzsimons, E., Shaw, R., Thompson, E. J., Steptoe, A., Hughes, A., Chaturvedi, N., Steves, C. J., … Ploubidis, G. B. (2022). Mental and social wellbeing and the UK coronavirus job retention scheme: Evidence from nine longitudinal studies. Social Science & Medicine, 308, 115226. https://doi.org/10.1016/j.socscimed.2022.115226
Jefferis, B. J., Nazareth, I., Marston, L., Moreno-Kustner, B., Bellón, J. ángel, Svab, I., Rotar, D., Geerlings, M. I., Xavier, M., Goncalves-Pereira, M., Vicente, B., Saldivia, S., Aluoja, A., Kalda, R., & King, M. (2011). Associations between unemployment and major depressive disorder: Evidence from an international, prospective study (the predict cohort). Social Science and Medicine, 73(11), 1627–1634. https://doi.org/10.1016/ j.socscimed.2011.09.029
Junna, L., Moustgaard, H., & Martikainen, P. (2022). Current Unemployment, Unemployment History, and Mental Health: A Fixed-Effects Model Approach. American Journal of Epidemiology, 191(8), 1459–1469. https://doi.org/10.1093/aje/kwac077
Kessler, R. C., Turner, J. B., & House, J. S. (1988). Effects of Unemployment on Health in a Community Survey: Main, Modifying, and Mediating Effects. Journal of Social Issues, 44(4), 69–85. https://doi.org/10.1111/j.1540-4560.1988.tb02092.x
Kianfar, N., Mesgari, M. S., Mollalo, A., & Kaveh, M. (2022). Spatio-temporal modeling of COVID-19 prevalence and mortality using artificial neural network algorithms. Spatial and Spatio-Temporal Epidemiology, 40, 100471. https://doi.org/10.1016/j.sste.2021. 100471
Korpi, T. (2001). Accumulating disadvantage: Longitudinal analyses of unemployment and physical health in representative samples of the Swedish population. European Sociological Review, 17(3), 255–273. https://doi.org/10.1093/esr/17.3.255
Lahelma, E., Arber, S., Rahkonen, O., & Silventoinen, K. (2000). Widening or narrowing inequalities in health? Comparing Britain and Finland from the 1980s to the 1990s. Sociology of Health & Illness, 22(1), 110–136. https://doi.org/10.1111/1467-9566.00194
Lahelma, E., Kivelä, K., Roos, E., Tuominen, T., Dahl, E., Diderichsen, F., Elstad, J. I., Lissau, I., Lundberg, O., Rahkonen, O., Rasmussen, N. K., & Yngwe, M. Å. (2002). Analysing changes of health inequalities in the Nordic welfare states. Social Science & Medicine, 55(4), 609–625. https://doi.org/10.1016/S0277-9536(01)00191-5
Lahelma, E., Martikainen, P., Rahkonen, O., & Silventoinen, K. (1999). Gender differences in illhealth in Finland: patterns, magnitude and change. Social Science & Medicine, 48(1), 7–19. https://doi.org/10.1016/S0277-9536(98)00285-8
Linn, M. W., Sandifer, R., & Stein, S. (1985). Effects of unemployment on mental and physical health. American Journal of Public Health, 75(5), 502–506. https://doi.org/10.2105/AJPH.75.5.502
Lundberg, J. (2006). Bibliometrics as a research as- sessment tool: impact beyond the impact factor . Karolinska Institutet, Stockholm, Sweden.
Mackenbach, J. P. (2012). The persistence of health inequalities in modern welfare states: The explanation of a paradox. Social Science & Medicine, 75(4), 761–769. https://doi.org/10.1016/j.socscimed.2012.02.031
Martínez, M. A., Cobo, M. J., Herrera, M., & Herrera-Viedma, E. (2015). Analyzing the Scientific Evolution of Social Work Using Science Mapping. Research on Social Work Practice, 25(2), 257–277. https://doi.org/10.1177/1049731514522101
Milner, A., Krnjacki, L., Butterworth, P., & LaMontagne, A. D. (2016). The role of social support in protecting mental health when employed and unemployed: A longitudinal fixed-effects analysis using 12 annual waves of the HILDA cohort. Social Science and Medicine, 153, 20–26. https://doi.org/10.1016/j.socscimed.2016.01.050
Mousteri, V., Daly, M., & Delaney, L. (2020). Underemployment and psychological distress: Propensity score and fixed effects estimates from two large UK samples. Social Science and Medicine, 244(April 2019), 112641. https://doi.org/10.1016/j.socscimed.2019.112641
Musilová, I., Dvořák, J., Jánský, J., & Bolek, V. (2022). Trends in Performance Research in Relation to Business Strategy, Bibliometric Analysis and Text Mining. Central European Business Review, 12(3), 1–31. https://doi.org/10.18267/j.cebr.323
Neumayer, E. (2004). Recessions lower (some) mortality rates: Evidence from Germany. Social Science and Medicine, 58(6), 1037–1047. https://doi.org/10.1016/S0277-9536(03)00276-4
Nordenmark, M., & Strandh, M. (1999). Towards a Sociological Understanding of Mental Well-Being among the Unemployed: The Role of Economic and Psychosocial Factors. Sociology, 33(3), 577–597. https://doi.org/10.1177/S003803859900036X
Noyons, E. (2001). Bibliometric mapping of science in a policy context. Scientometrics, 50(1), 83–98.
Paul, K. I., & Moser, K. (2009). Unemployment impairs mental health: Meta-analyses. Journal of Vocational Behavior, 74(3), 264–282. https://doi.org/10.1016/j.jvb.2009.01.001
Pohlan, L. (2019). Unemployment and social exclusion. Journal of Economic Behavior and Organization, 164, 273–299. https://doi.org/10.1016/j.jebo.2019.06.006
Prochaska, J. O., & Velicer, W. F. (1997). The Transtheoretical Model of Health Behavior Change. American Journal of Health Promotion, 12(1), 38–48. https://doi.org/10.4278/0890-1171-12.1.38
Raftopoulou, A., & Giannakopoulos, N. (2022). Unemployment and health: a panel event study. Applied Economics Letters, 1–4. https://doi.org/10.1080/13504851.2022.2044993
Rahman, Z. S. A., Kabir, S. M. H., & Rahamad, M. S. Bin. (2022). Socio-economic Impact of Covid-19 on Marginalized Youth in Malaysia. American Journal of Economics and Business Innovation, 1(1), 39–45. https://doi.org/10.54536/ajebi.v1i1.165
Ramli, E., Zainudin, D., & Islam, R. (2022). Explore the Research Trends of Green Supply Chain in the Manufacturing Industry: A Bibliometric Analysis. Operations and Supply Chain Management: An International Journal, 15(3), 345–358. https://doi.org/10.31387/ oscm0500351
Reeves, A., Karanikolos, M., Mackenbach, J., McKee, M., & Stuckler, D. (2014). Do employment protection policies reduce the relative disadvantage in the labour market experienced by unhealthy people? A natural experiment created by the Great Recession in Europe. Social Science & Medicine, 121, 98–108. https://doi.org/10.1016/ j.socscimed.2014.09.034
Reeves, A., McKee, M., Basu, S., & Stuckler, D. (2014). The political economy of austerity and healthcare: Cross-national analysis of expenditure changes in 27 European nations 1995–2011. Health Policy, 115(1), 1–8. https://doi.org/10.1016/j.healthpol. 2013.11.008
Roelfs, D. J., Shor, E., Davidson, K. W., & Schwartz, J. E. (2011). Losing life and livelihood: A systematic review and meta-analysis of unemployment and all-cause mortality. Social Science and Medicine, 72(6), 840–854. https://doi.org/10.1016/j.socscimed. 2011.01.005
Ronchetti, J., & Terriau, A. (2019). Impact of unemployment on self-perceived health. The European Journal of Health Economics, 20(6), 879–889. https://doi.org/10.1007/s 10198-019-01050-5
Rusly, F. H., Ahmi, A., Talib, Y. Y. A., & Rosli, K. (2019). Global perspective on payroll system patent and research: A bibliometric performance. International Journal of Recent Technology and Engineering, 8(2 Special Issue 2), 148–157. https://doi.org/10.35940/ijrte.B1028.0782S219
Saul, C., Lange, S., & Probst, C. (2022). Employment Status and Alcohol-Attributable Mortality Risk—A Systematic Review and Meta-Analysis. International Journal of Environmental Research and Public Health, 19(12), 7354. https://doi.org/10.3390/ ijerph19127354
Schmitz, H. (2011). Why are the unemployed in worse health? The causal effect of unemployment on health. Labour Economics, 18(1), 71–78. https://doi.org/10.1016/ j.labeco.2010.08.005
Stauder, J. (2018). Unemployment , unemployment duration , and health : selection or causation ? The European Journal of Health Economics, 0(0), 0. https://doi.org/10. 1007/s10198-018-0982-2
Strandh, M., Hammarström, A., Nilsson, K., Nordenmark, M., & Russel, H. (2013). Unemployment, gender and mental health: the role of the gender regime. Sociology of Health & Illness, 35(5), 649–665. https://doi.org/10.1111/j.1467-9566.2012.01517.x
Thern, E., de Munter, J., Hemmingsson, T., & Rasmussen, F. (2017). Long-term effects of youth unemployment on mental health: does an economic crisis make a difference? Journal of Epidemiology and Community Health, 71(4), 344–349. https://doi.org/10.1136/jech-2016-208012
Thill, S., Houssemand, C., & Pignault, A. (2019). Unemployment Normalization: Its Effect on Mental Health During Various Stages of Unemployment. Psychological Reports, 122(5), 1600–1617. https://doi.org/10.1177/0033294118794410
Thompson, K., Ophem, J. van, & Wagemakers, A. (2019). Studying the impact of the Eurozone’s Great Recession on health: Methodological choices and challenges. Economics & Human Biology, 35, 162–184. https://doi.org/10.1016/j.ehb.2019.06.004
Urbanos-Garrido, R. M., & Lopez-Valcarcel, B. G. (2015). The influence of the economic crisis on the association between unemployment and health: an empirical analysis for Spain. European Journal of Health Economics, 16(2), 175–184. https://doi.org/10.1007/s10198-014-0563-y
van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3
Virtanen, P., Hammarström, A., & Janlert, U. (2016). Children of boom and recession and the scars to the mental health – a comparative study on the long term effects of youth unemployment. International Journal for Equity in Health, 15(1), 14. https://doi.org/10.1186/s12939-016-0305-0
Voßemer, J., Gebel, M., Täht, K., Unt, M., Högberg, B., & Strandh, M. (2018). The Effects of Unemployment and Insecure Jobs on Well-Being and Health: The Moderating Role of Labor Market Policies. Social Indicators Research, 138(3), 1229–1257. https://doi.org/10.1007/s11205-017-1697-y
Wang, Y., & Fattore, G. (2020). The impact of the great economic crisis on mental health care in Italy. European Journal of Health Economics, 21(8), 1259–1272. https://doi.org/10.1007/s10198-020-01204-w
Warr, P., & Jackson, P. (1987). Adapting to the unemployed role: A longitudinal investigation. Social Science and Medicine, 25(11), 1219–1224. https://doi.org/10.1016/0277-9536(87)90369-8
Warr, P., Jackson, P., & Banks, M. (1988). Unemployment and Mental Health: Some British Studies. Journal of Social Issues, 44(4), 47–68. https://doi.org/10.1111/j.1540-4560.1988.tb02091.x
Wilkinson, R. G. (1997). Socioeconomic determinants of health: Health inequalities: relative or absolute material standards? Br. Med. J., 314(7080), 591–595. https://doi.org/https://doi.org/10.1136/bmj.314.7080.591
Young, B. S. (1965). Jamaica’s Bauxite and Alumina Industries. Annals of the Association of American Geographers, 55(3), 449–464. https://doi.org/10.1111/j.1467-8306.1965.tb00528.x
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