A TWO-THRESHOLD FRAMEWORK FOR EDUCATED UNEMPLOYMENT, VULNERABLE EMPLOYMENT, AND WORKER WELFARE

Authors

  • Rusdy Setiawan Author
  • Irawati HM Universitas Borneo Tarakan Author
  • Andi Masniah 3Institut Ilmu Sosial dan Bisnis Andi Sapada Author

DOI:

https://doi.org/10.35334/8m53kp08

Keywords:

Educated Unemployment, Precarious employment, Worker well-being, Active labour-market policy, Decent work

Abstract

Educated unemployment and precarious employment are frequently addressed as separate development problems, even though workers often move between them. This structured integrative review examines labour-market entry, employment quality, and worker well-being through a double-threshold framework. The first threshold concerns access to paid work, whereas the second concerns whether the resulting job provides adequate income, security, rights, voice, safety, and opportunities for development. Evidence was synthesised from empirical studies, reviews, and policy reports on active labour-market programmes, skills recognition, matching, formalisation, labour regulation, social protection, and occupational health. The synthesis shows that interventions more consistently improve immediate outputs, such as training completion, placement, registration, and service use, than durable employment quality and well-being. Placement without quality may shift educated jobseekers into mismatch, underemployment, or insecure work, while protection without entry pathways may reinforce insider–outsider divisions. The article’s contribution is an evaluation architecture that jointly assesses access, job quality, well-being, equity, and persistence over time. Effective policy therefore requires complementary demand-side measures, credible matching institutions, enforceable employment standards, portable social protection, and worker participation

References

Badarin, K., Albin, M., Gunn, V., Kreshpaj, B., Bodin, T., Matilla-Santander, N., & Håkansta, C. (2024). Safety and health among undeclared workers: A mixed methods study investigating social partner experiences and strategies. Safety Science, 175, 106493. https://doi.org/10.1016/j.ssci.2024.106493

Caliendo, M., & Schmidl, R. (2016). Youth unemployment and active labor market policies in Europe. IZA Journal of Labor Policy, 5, 1. https://doi.org/10.1186/s40173-016-0057-x

Card, D., Kluve, J., & Weber, A. (2018). What works? A meta-analysis of recent active labor market program evaluations. Journal of the European Economic Association, 16(3), 894–931. https://doi.org/10.1093/jeea/jvx028

Cho, Y., & Honorati, M. (2014). Entrepreneurship programs in developing countries: A meta-regression analysis. Labour Economics, 28, 110–130. https://doi.org/10.1016/j.labeco.2014.03.011

Filomena, M. (2024). Unemployment scarring effects: An overview and meta-analysis of empirical studies. Italian Economic Journal, 10(2), 459–518. https://doi.org/10.1007/s40797-023-00228-4

Gray, B., Grey, C., Hookway, A., Homolova, L., & Davies, A. (2021). Differences in the impact of precarious employment on health across population subgroups: A scoping review. Perspectives in Public Health, 141, 37–49.

Gunn, V., Kreshpaj, B., Matilla-Santander, N., Vignola, E. F., Wegman, D. H., Hogstedt, C., et al. (2022). Initiatives addressing precarious employment and its effects on workers’ health and well-being: A systematic review. International Journal of Environmental Research and Public Health, 19(4), 2232. https://doi.org/10.3390/ijerph19042232

Gunn, V., Matilla-Santander, N., Kreshpaj, B., Vignola, E. F., Wegman, D. H., Hogstedt, C., et al. (2025). A systematic review of evaluated labor market initiatives addressing precarious employment. International Journal of Social Determinants of Health and Health Services, 55(3), 268–288. https://doi.org/10.1177/27551938241310120

Håkansta, C., Albin, M., Kreshpaj, B., Gunn, V., Hogstedt, C., Matilla-Santander, N., et al. (2024). Power resources and the battle against precarious employment. Economic and Industrial Democracy, 45(1), 29–56. https://doi.org/10.1177/0143831X221131835

Håkansta, C., Gunn, V., Kreshpaj, B., Matilla-Santander, N., Wegman, D. H., Hogstedt, C., et al. (2025). What is the role of minimum wages in addressing precarious employment in the informal and formal sectors? International Journal of Social Determinants of Health and Health Services, 55(2), 124–147. https://doi.org/10.1177/27551938241286463

International Labour Organization. (2018). Women and men in the informal economy: A statistical picture (3rd ed.). International Labour Office.

International Labour Organization. (2024). Global employment trends for youth 2024: Decent work, brighter futures. International Labour Organization.

International Labour Organization. (2025). World employment and social outlook: Trends 2025. International Labour Organization.

Johansson, M., Carlstedt, A. B., & Jansson, I. (2025). How basic income influences daily occupations: A scoping review. Journal of Occupational Science, 32(4), 718–738. https://doi.org/10.1080/14427591.2025.2501946

Kalleberg, A. L. (2009). Precarious work, insecure workers: Employment relations in transition. American Sociological Review, 74(1), 1–22. https://doi.org/10.1177/000312240907400101

Khan, J. A. M., Ahmed, S., Sultana, M., Sarker, A. R., Chakrovorty, S., Rahman, M. H., et al. (2020). The effect of community-based health insurance on out-of-pocket payments for utilizing medically trained providers in Bangladesh. International Health, 12, 287–298.

Kluve, J., Puerto, S., Robalino, D., Romero, J. M., Rother, F., Stöterau, J., et al. (2019). Do youth employment programs improve labor market outcomes? A quantitative review. World Development, 114, 237–253. https://doi.org/10.1016/j.worlddev.2018.10.004

Kreshpaj, B., Orellana, C., Burström, B., Davis, L., Hemmingsson, T., Johansson, G., et al. (2020). What is precarious employment? A systematic review of definitions and operationalizations. Scandinavian Journal of Work, Environment & Health, 46, 235–247.

Lee, E. S., Lee, E. K., Zhu, J. S., & Yang, M. (2024). A multilevel review of the psychological and emotional challenges faced by skilled migrants. International Journal of Intercultural Relations, 103, 102074. https://doi.org/10.1016/j.ijintrel.2024.102074

Leuven, E., & Oosterbeek, H. (2011). Overeducation and mismatch in the labor market. In E. A. Hanushek, S. Machin, & L. Woessmann (Eds.), Handbook of the economics of education (Vol. 4, pp. 283–326). Elsevier. https://doi.org/10.1016/B978-0-444-53444-6.00003-1

Lundstrom, E. W., Asfaw, A., Steege, A. L., Bhattacharya, A., & Groenewold, M. (2024). Precarious employment and mental health in the United States: Results from the Medical Expenditure Panel Survey, 2008–2021. Preventive Medicine, 186, 108090. https://doi.org/10.1016/j.ypmed.2024.108090

McGuinness, S., Pouliakas, K., & Redmond, P. (2018). Skills mismatch: Concepts, measurement and policy approaches. Journal of Economic Surveys, 32(4), 985–1015. https://doi.org/10.1111/joes.12254

McKee-Ryan, F. M., Song, Z., Wanberg, C. R., & Kinicki, A. J. (2005). Psychological and physical well-being during unemployment: A meta-analytic study. Journal of Applied Psychology, 90(1), 53–76. https://doi.org/10.1037/0021-9010.90.1.53

McKenzie, D., & Woodruff, C. (2014). What are we learning from business training and entrepreneurship evaluations around the developing world? The World Bank Research Observer, 29(1), 48–82. https://doi.org/10.1093/wbro/lkt007

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

Pulford, A., Green, M., Kopasker, D., Leyland, A., & Katikireddi, S. V. (2025). Prevalence of poor self-rated health and common mental disorder among persistently precarious employed adults. Occupational Medicine, 75(6), 369–376. https://doi.org/10.1093/occmed/kqaf064

Rothboeck, S., Comyn, P., & Banerjee, P. S. (2018). Role of recognition of prior learning for emerging economies: Learning from a four-sector pilot project in India. Journal of Education and Work, 31, 394–408.

Rönnblad, T., Grönholm, E., Jonsson, J., Koranyi, I., Orellana, C., Kreshpaj, B., et al. (2019). Precarious employment and mental health: A systematic review and meta-analysis of longitudinal studies. Scandinavian Journal of Work, Environment & Health, 45, 429–443.

Shahidi, F. V., Liao, Q., Landsman, V., Mustard, C., Robson, L. S., Biswas, A., & Smith, P. M. (2024). Is precarious employment an occupational hazard? Evidence from Ontario, Canada. Occupational and Environmental Medicine, 81(8), 381–387. https://doi.org/10.1136/oemed-2024-109535

Shankar, J., Chen, S.-P., Lai, D. W. L., Joseph, S., Narayanan, R., Suleman, Z., et al. (2024). Mental health challenges of recent immigrants in precarious work environments—A qualitative study. Frontiers in Psychiatry, 15, 1428276. https://doi.org/10.3389/fpsyt.2024.1428276

Sousa, S., Santos, S., Alves, C. M., Gonçalves, G., Carvalho, C., & Duarte, R. (2024). Impact of annual tuberculosis screening on stone quarry workers in high-incidence Portuguese municipalities. International Journal of Tuberculosis and Lung Disease, 28(3), 136–141. https://doi.org/10.5588/ijtld.23.0350

Su, X., & Chan, K. L. (2023). The associations of decent work with wellbeing and career capabilities: A meta-analysis. Frontiers in Psychology, 14, 1068599. https://doi.org/10.3389/fpsyg.2023.1068599

Tholen, G. (2024). Matching candidates to culture: How assessments of organisational fit shape the hiring process. Work, Employment and Society, 38(3), 705–723. https://doi.org/10.1177/09500170231155294

Vermeulen, S. J., Anema, J. R., Schellart, A. J. M., Knol, D. L., van Mechelen, W., & van der Beek, A. J. (2011). A participatory return-to-work intervention for temporary agency workers and unemployed workers sick-listed due to musculoskeletal disorders. Journal of Occupational Rehabilitation, 21, 313–324.

Vives, A., Amable, M., Ferrer, M., Moncada, S., Llorens, C., Muntaner, C., et al. (2010). The Employment Precariousness Scale: Psychometric properties of a new tool. Occupational and Environmental Medicine, 67, 548–555. https://doi.org/10.1136/oem.2009.048967

Wood, A. J., Graham, M., Lehdonvirta, V., & Hjorth, I. (2019). Good gig, bad gig: Autonomy and algorithmic control in the global gig economy. Work, Employment and Society, 33(1), 56–75. https://doi.org/10.1177/0950017018785616

Published

2026-06-30