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Precarious Work in Europe: Latent Classes of Economic Stressors in Relation to Well-Being and Training, and the Moderating Role of Country-Level Prevalence Cover

Precarious Work in Europe: Latent Classes of Economic Stressors in Relation to Well-Being and Training, and the Moderating Role of Country-Level Prevalence

Open Access
|Sep 2025

References

  1. Abildgaard, J. S., Nielsen, K., & Sverke, M. (2018). Can job insecurity be managed? Evaluating an organizational-level intervention addressing the negative effects of restructuring. Work & Stress, 32(2), 105123. 10.1080/02678373.2017.1367735
  2. Adler, N. E., & Ostrove, J. M. (1999). Socioeconomic status and health: What we know and what we don’t. Annals of the New York Academy of Sciences, 896, 315. 10.1111/j.1749-6632.1999.tb08101.x
  3. Aguinis, H., Gottfredson, R. K., & Culpepper, S. A. (2013). Best-practice recommendations for estimating cross-level interaction effects using multilevel modeling. Journal of Management, 39(6), 14901528. 10.1177/0149206313478188
  4. Allan, B. A., Autin, K. L., & Wilkins-Yel, K. G. (2021). Precarious work in the 21st century: A psychological perspective. Journal of Vocational Behavior, 126, 103491. 10.1016/j.jvb.2020.103491
  5. Anselmann, S. (2022). Learning barriers at the workplace: Development and validation of a measurement instrument. Frontiers in Education, 7(July), 114. 10.3389/feduc.2022.880778
  6. Aronsson, G., Gustafsson, K., & Dallner, M. (2002). Work environment and health in different types of temporary jobs. European Journal of Work and Organizational Psychology, 11(2), 151175. 10.1080/13594320143000898
  7. Asparouhov, T., & Muthén, B. (2014a). Auxiliary variables in mixture modeling: Three-step approaches using Mplus. Structural Equation Modeling: A Multidisciplinary Journal, 21(3), 329341. 10.1080/10705511.2014.915181
  8. Asparouhov, T., & Muthén, B. O. (2014b). Auxiliary variables in mixture modeling: Using the BCH method in Mplus to estimate a distal outcome model and an arbitrary second model. Mplus Web Notes, 21, 122.
  9. Autor, D. H. (2011). The polarization of job opportunities in the U.S. labor market: Implications for employment and earnings. Community Investments, 23(Fall), 11–16, 4041. http://ideas.repec.org/a/fip/fedfci/y2011ifallp11-1640-41nv.23,no.2.html
  10. Backes-Gellner, U., Oswald, Y., & Tuor Sartore, S. (2014). Part-time employment-boon to women but bane to men? New insights on employer-provided training. Kyklos, 67(4), 463481. 10.1111/kykl.12063
  11. Bardasi, E., & Francesconi, M. (2004). The impact of atypical employment on individual wellbeing: Evidence from a panel of British workers. Social Science & Medicine, 58, 16711688. 10.1016/S0277-9536(03)00400-3
  12. Bassanini, A., Booth, A., Brunello, G., De Paola, M., & Leuven, E. (2007). Workplace training in Europe. Education and Training in Europe, 1640. 10.2139/ssrn.756405
  13. Bates, D., Mächler, M., Bolker, B. M., & Walker, S. C. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67(1). 10.18637/jss.v067.i01
  14. Bazzoli, A., Probst, T. M., & Lee, H. J. (2021). Economic stressors, Covid-19 attitudes, worry, and behaviors among U.S. working adults: A mixture analysis. International Journal of Environmental Research and Public Health, 18(5), 114. 10.3390/ijerph18052338
  15. Bazzoli, A., Probst, T. M., & Tomas, J. (2022). A latent profile analysis of precarity and its associated outcomes: The haves and the have-nots. International Journal of Environmental Research and Public Health, 19(13). 10.3390/ijerph19137582
  16. Benach, J., Vives, A., Amable, M., Vanroelen, C., Tarafa, G., & Muntaner, C. (2014). Precarious employment: Understanding an emerging social determinant of health. Annual Review of Public Health, 35, 229253. 10.1146/annurev-publhealth-032013-182500
  17. Benach, J., Vives, A., Tarafa, G., Delclos, C., & Muntaner, C. (2016). What should we know about precarious employment and health in 2025? Framing the agenda for the next decade of research. International Journal of Epidemiology, 45(1), 232238. 10.1093/ije/dyv342
  18. Benard, S., & Correll, S. J. (2010). Normative discrimination and the motherhood penalty. Gender and Society, 24(5), 616646. 10.1177/0891243210383142
  19. Bergman, L. R., & Lundh, L.-G. (2015). Introduction: The person-oriented approach: Roots and roads to the future. Journal for Person-Oriented Research, 1(1–2), 16. 10.17505/jpor.2015.01
  20. Bergman, L. R., Magnusson, D., & El Khouri, B. M. (2003). Studying Individual Development in an Interindividual Context. A Person-Oriented Approach. Psychology Press. 10.4324/9781410606822
  21. Biegert, T. (2019). Labor market institutions, the insider/outsider divide and social inequalities in employment in affluent countries. Socio-Economic Review, 17(2), 255281. 10.1093/ser/mwx025
  22. Biemann, T., Zacher, H., & Feldman, D. C. (2012). Career patterns: A twenty-year panel study. Journal of Vocational Behavior, 81(2), 159170. 10.1016/j.jvb.2012.06.003
  23. Bliese, P. D., Maltarich, M. A., & Hendricks, J. L. (2018). Back to basics with mixed-effects models: Nine take-away points. Journal of Business and Psychology, 33(1), 123. 10.1007/s10869-017-9491-z
  24. Blumenfeld, S. (2011). Precarious and insecure employment and employer-supported training in New Zealand. https://www.wgtn.ac.nz/__data/assets/pdf_file/0004/1816546/insecure-employment.pdf
  25. Brand, J. E. (2015). The far-reaching impact of job loss and unemployment. Annual Review of Sociology, 41, 359375. 10.1146/annurev-soc-071913-043237
  26. Brouwer, S., Bakker, R. H., & Schellekens, J. M. H. (2015). Predictors for re-employment success in newly unemployed: A prospective cohort study. Journal of Vocational Behavior, 89, 3238. 10.1016/j.jvb.2015.04.001
  27. Budig, M. J., & England, P. (2001). The wage penalty for motherhood. American Sociological Review, 66(2), 204225. 10.1177/0038040712456559
  28. Carbery, R., & Garavan, T. N. (2005). Organisational restructuring and downsizing: Issues related to learning, training and employability of survivors. Journal of European Industrial Training, 29(6 SPEC. ISS.), 488508. 10.1108/03090590510610272
  29. Celeux, G., & Soromenho, G. (1996). An entropy criterion for assessing the number of clusters in a mixture model. Journal of Classification, 13(2), 195212. 10.1007/BF01246098
  30. Cheng, G. H.-L., & Chan, D. K.-S. (2008). Who suffers more from job insecurity? A meta-analytic review. Applied Psychology: An International Review, 57(2), 272303. 10.1111/j.1464-0597.2007.00312.x
  31. Chirumbolo, A., Urbini, F., & Callea, A. (2020). Dimensionality, reliability and validity of a multidimensional job insecurity questionnaire. Preliminary findings in the Italian context. Rassegna Di Psicologia, 37(1), 3546. 10.13133/1974-4854/16722
  32. Clinton, M., Bernhard-Oettel, C., Rigotti, T., & De Jong, J. (2011). Expanding the temporal context of research on non-permanent work: Previous experience, duration of and time remaining on contracts and employment continuity expectations. Career Development International, 16(2), 114139. 10.1108/13620431111115596
  33. Creed, P. A., Hood, M., Selenko, E., & Bagley, L. (2020). The development and initial validation of a self-report job precariousness scale suitable for use with young adults who study and work. Journal of Career Assessment, 28(4), 636654. 10.1177/1069072720920788
  34. Cropanzano, R., Keplinger, K., Lambert, B. K., Caza, B., & Ashford, S. J. (2022). The organizational psychology of gig work: An integrative conceptual review. Journal of Applied Psychology, 108(3), 492519. 10.1037/apl0001029
  35. De Cuyper, N., De Jong, J., De Witte, H., Isaksson, K. S., Rigotti, T., & Schalk, R. (2008). Literature review of theory and research on the psychological impact of temporary employment: Towards a conceptual model. International Journal of Management Reviews, 10(1), 2551. 10.1111/j.1468-2370.2007.00221.x
  36. De Cuyper, N., & De Witte, H. (2009). Temporary employment: Associations with employees’ attitudes, well-being and behaviour. A review of Belgian research. Psychologica Belgica, 49(4), 249273. 10.5334/pb-49-4-249
  37. De Witte, H., & Näswall, K. (2003). “Objective” vs “subjective” job insecurity: Consequences of temporary work for job satisfaction and organizational commitment in four European countries. Economic and Industrial Democracy, 24(2), 149188. 10.1177/0143831X03024002002
  38. De Witte, H., Pienaar, J., & De Cuyper, N. (2016). Review of 30 years of longitudinal studies on the association between job insecurity and health and well-being: Is there causal evidence? Australian Psychologist, 51(1), 1831. 10.1111/ap.12176
  39. Debus, M. E., Probst, T. M., König, C. J., & Kleinmann, M. (2012). Catch me if I fall! Enacted uncertainty avoidance and the social safety net as country-level moderators in the job insecurity-job attitudes link. Journal of Applied Psychology, 97(3), 690698. 10.1037/a0027832
  40. Decius, J., Knappstein, M., & Klug, K. (2024). Which way of learning benefits your career? The role of different forms of work-related learning for different types of perceived employability. European Journal of Work and Organizational Psychology, 33(1), 2439. 10.1080/1359432X.2023.2191846
  41. Decius, J., Schaper, N., & Seifert, A. (2021). Work characteristics or workers’ characteristics? An input-process-output perspective on informal workplace learning of blue-collar workers. Vocations and Learning, 14(2), 285326. 10.1007/s12186-021-09265-5
  42. Dooley, D. (2003). Unemployment, underemployment, and mental health: Conceptualizing employment status as a continuum. American Journal of Community Psychology, 32(1–2), 920. 10.1023/A:1025634504740
  43. Enders, C. K. (2001). The performance of the full information maximum likelihood estimator in multiple regression models with missing data. Educational and Psychological Measurement, 61(5), 713740. 10.1177/0013164401615001
  44. Eurofound. (2017). 6th European Working Conditions Survey Sampling implementation report.
  45. Eurofound. (2022). Working conditions in the time of COVID-19: Implications for the future.
  46. Eurostat. (2023). Earnings statistics. Statistics Explained.
  47. Feldman, D. C. (1996). The nature, antecedents and consequences of underemployment. Journal of Management, 22(3), 385407. 10.1016/S0149-2063(96)90030-6
  48. Folger, R., & Martin, C. (1986). Relative deprivation and referent cognitions: Distributive and procedural justice effects. Journal of Experimental Social Psychology, 22(6), 531546. 10.1016/0022-1031(86)90049-1
  49. Friedland, D. S., & Price, R. H. (2003). Underemployment: Consequences for the health and well-being of workers. American Journal of Community Psychology, 32(1–2), 3345. 10.1023/A:1025638705649
  50. Fryer, D. (1986). Employment deprivation and personal agency during unemployment – A critical discussion of Jahoda’s explanation of the psychological effects of unemployment. Social Behaviour, 1(1), 323. https://www.researchgate.net/publication/232596838_Employment_Deprivation_and_Personal_Agency_During_Unemployment_-_A_Critical_Discussion_of_Jahoda’s_Explanation_of_the_Psychological_Effects_of_Unemployment
  51. Fryer, D. (1994). Psychological or material deprivation: Why does unemployment have mental health consequences? In E. McLaughlin (Ed.), Understanding Unemployment. New Perspectives on Active Labour Market Policies (pp. 103125). Routledge.
  52. Fryer, D., & Fagan, R. (2003). Poverty and unemployment. In Poverty and Psychology. From Global Perspective to Local Practice. (pp. 87102). Springer. 10.1007/978-1-4615-0029-2_5
  53. Fullerton, A. S., McCollum, D. B., Dixon, J. C., & Anderson, K. F. (2020). The insecurity gradient in health: How inequality in the distribution of job insecurity matters for the relationship between job insecurity and self-rated health in Europe. Sociological Quarterly, 61(1), 107127. 10.1080/00380253.2019.1581038
  54. Gallie, D. (2000). The polarization of the labour market and the exclusion of vulnerable groups. In K. S. Isaksson, C. Hogstedt, C. Eriksson, & T. Theorell (Eds.), Health Effects of the New Labour Market (pp. 245266). Kluwer Academic. 10.1007/0-306-47181-7_18
  55. Gerlitz, J. Y. (2023). The end of the golden age: on growing challenges for male workers and their partners to secure a family income. European Sociological Review, 39(2), 247261. 10.1093/esr/jcac039
  56. Goos, B. M., Manning, A., & Salomons, A. (2009). Job Polarization in Europe Author (s): Maarten Goos, Alan Manning and Anna Salomons Source: The American Economic Review. Papers and Proceedings of the One Hundred Twenty-First Meeting of the American Economic Publish, 99(2), 5863. 10.1257/aer.99.2.58
  57. Griep, Y., Lukic, A., Kraak, J. M., Bohle, S. A. L., Jiang, L., Vander Elst, T., & De Witte, H. (2021). The chicken or the egg: The reciprocal relationship between job insecurity and mental health complaints. Journal of Business Research, 126, 170186. 10.1016/j.jbusres.2020.12.045
  58. Guan, N., Guariglia, A., Moore, P., Xu, F., & Al-Janabi, H. (2022). Financial stress and depression in adults: A systematic review. PLoS ONE, 17(2 Febuary), 120. 10.1371/journal.pone.0264041
  59. Guest, D. E., Isaksson, K., & De Witte, H. (Eds.) (2010). Employment contracts, psychological contracts, and employee well-being: An international study. Oxford University Press. 10.1093/acprof:oso/9780199542697.001.0001
  60. Hassard, J., & Morris, J. (2020). Corporate restructuring, work intensification and perceptual politics: Exploring the ambiguity of managerial job insecurity. Economic and Industrial Democracy, 41(2), 323350. 10.1177/0143831X17710733
  61. Heisig, J. P., & Schaeffer, M. (2019). Why you should always include a random slope for the lower-level variable involved in a cross-level interaction. European Sociological Review, 35(2), 258279. 10.1093/esr/jcy053
  62. Helbling, L., & Kanji, S. (2018). Job insecurity: Differential effects of subjective and objective measures on life satisfaction trajectories of workers aged 27–30 in Germany. Social Indicators Research, 137(3), 11451162. 10.1007/s11205-017-1635-z
  63. Hellgren, J., Sverke, M., & Isaksson, K. (1999). A two-dimensional approach to job insecurity: Consequences for employee attitudes and well-being. European Journal of Work and Organizational Psychology, 8(2), 179195. 10.1080/135943299398311
  64. Hipp, L. (2020). Do hiring practices penalize women and benefit men for having children? Experimental evidence from Germany. European Sociological Review, 36(2), 250264. 10.1093/esr/jcz056
  65. Hobfoll, S. E. (1989). Conservation of resources: A new attempt at conceptualizing stress. American Psychologist, 44(3), 513524. 10.1037/0003-066X.44.3.513
  66. Hobfoll, S. E. (2001). The influence of culture, community, and the nested-self in the stress process: Advancing conservation of resources theory. Applied Psychology, 50(3), 337421. 10.1111/1464-0597.00062
  67. Hobfoll, S. E., Halbesleben, J., Neveu, J.-P., & Westman, M. (2018). Conservation of resources in the organizational context: The reality of resources and their consequences. Annual Review of Organizational Psychology and Organizational Behavior, 5(1), 103128. 10.1146/annurev-orgpsych-032117-104640
  68. Höge, T., Sora, B., Weber, W. G., Peiró, J. M., & Caballer, A. (2015). Job insecurity, worries about the future, and somatic complaints in two economic and cultural contexts: A study in Spain and Austria. International Journal of Stress Management, 22(3), 223242. 10.1037/a0039164
  69. Imhof, S., & Andresen, M. (2017). Unhappy with well-being research in the temporary work context: Mapping review and research agenda. International Journal of Human Resource Management, 138. 10.1080/09585192.2017.1384395
  70. Jachimowicz, J. M., Frey, E. L., Matz, S. C., Jeronimus, B. F., & Galinsky, A. D. (2021). The sharp spikes of poverty: Financial scarcity is related to higher levels of distress intensity in daily life. Social Psychological and Personality Science. 10.4324/9781003235361-26
  71. Jacobs, R. L., & Park, Y. (2009). A proposed conceptual framework of workplace learning: Implications for theory development and research in human resource development. Human Resource Development Review, 8(2), 133150. 10.1177/1534484309334269
  72. Jahoda, M. (1982). Employment and unemployment. A social-psychological analysis. Cambridge University Press.
  73. Jawahar, I. M., Mohammed, Z. J., & Schreurs, B. (2022). Effects of financial anxiety and employability on emotional exhaustion and performance. Journal of Vocational Behavior, 137(July), 103761. 10.1016/j.jvb.2022.103761
  74. Jiang, L., & Lavaysse, L. M. (2018). Cognitive and affective job insecurity: A meta-analysis and a primary study. Journal of Management, 44(6), 23072342. 10.1177/0149206318773853
  75. Jiang, L., Probst, T., & Sinclair, R. R. (2013). Perceiving and responding to job insecurity: The importance of multilevel contexts. In Alexander-Stamatios G. Antoniou & C. L. Cooper (Eds.), The Psychology of the Recession on the Workplace (pp. 176195). Edward Elgar. 10.4337/9780857933843.00020
  76. Jiang, L., & Probst, T. M. (2017). The rich get richer and the poor get poorer: Country- and state-level income inequality moderates the job insecurity-burnout relationship. Journal of Applied Psychology, 102(4), 672681. 10.1037/apl0000179
  77. Jung, T., & Wickrama, K. A. S. (2008). An introduction to latent class growth analysis and growth mixture modeling. Social and Personality Psychology Compass, 2(1), 302317. 10.1111/j.1751-9004.2007.00054.x
  78. Kahn, J. R., & Pearlin, L. I. (2006). Financial strain over the life course and health among older adults. Journal of Health and Social Behavior, 47(1), 1731. 10.1177/002214650604700102
  79. Kalleberg, A. L. (2009). Precarious work, insecure workers: Employment relations in transition. American Sociological Review, 74(1), 122. 10.1177/000312240907400101
  80. Kaufmann, H. G. (1982). Professionals in search of work. Coping with the stress of job loss and underemployment. Wiley.
  81. Kauhanen, M., & Nätti, J. (2015). Involuntary temporary and part-time work, job quality and well-being at work. Social Indicators Research, 120(3), 783799. 10.1007/s11205-014-0617-7
  82. Kim, T. J., & von dem Knesebeck, O. (2016). Perceived job insecurity, unemployment and depressive symptoms: A systematic review and meta-analysis of prospective observational studies. International Archives of Occupational and Environmental Health, 89(4), 561573. 10.1007/s00420-015-1107-1
  83. King, D., & Rueda, D. (2008). Cheap labor: The new politics of “bread and roses” in industrial democracies. Perspectives on Politics, 6(2), 279297. 10.1017/S1537592708080614
  84. Kinnunen, U., Mäkikangas, A., Mauno, S., De Cuyper, N., & De Witte, H. (2014). Development of perceived job insecurity across two years: Associations with antecedents and employee outcomes. Journal of Occupational Health Psychology, 19(2), 243258. 10.1037/a0035835
  85. Klandermans, B., Klein Hesselink, J., & van Vuuren, T. (2010). Employment status and job insecurity: On the subjective appraisal of an objective status. Economic and Industrial Democracy, 31(4), 557577. 10.1177/0143831X09358362
  86. Klug, K. (2020). Young and at risk? Consequences of job insecurity for mental health and satisfaction among labor market entrants with different levels of education. Economic and Industrial Democracy, 41(3), 562585. 10.1177/0143831X17731609
  87. Klug, K., & Drobnič, S. (2025). Parenthood, skills and the dynamics of labor market attachment. In E. Saar & P. Róbert (Eds.), Handbook on Education and the Labour Market (pp. 341360). Edward Elgar.
  88. Klug, K., Drobnič, S., & Brockmann, H. (2019). Trajectories of insecurity: Young adults’ employment entry, health and well-being. Journal of Vocational Behavior, 115, 11380. 10.1016/j.jvb.2019.05.005
  89. Klug, K., Gerlitz, J. Y., & Selenko, E. (2023). The elephant in the room? Implications of economic vulnerability for a healthy (working) life. In S. C. Carr, V. Hopner, D. J. Hodgetts, & M. Young (Eds.), Tackling Precarious Work: Toward Sustainable Livelihoods (pp. 516538). Routledge. 10.4324/9781003440444-25
  90. Klug, K., Selenko, E., & Gerlitz, J. Y. (2021). Working, but not for a living: a longitudinal study on the psychological consequences of economic vulnerability among German employees. European Journal of Work and Organizational Psychology, 30(6), 790807. 10.1080/1359432X.2020.1843533
  91. Klug, K., Selenko, E., Hootegem, A., Sverke, M., & De Witte, H. (2024). A lead article to go deeper and broader in job insecurity research: Understanding an individual perception in its social and political context. Applied Psychology, 73(4), 19601993. 10.1111/apps.12535
  92. Knipprath, H., & De Rick, K. (2014). The Economic Benefits of Adult Learning to Low-Qualified Young Adults: Do Participation and Qualification Decrease the Risk of Unemployment? Vocations and Learning, 7(1), 101120. 10.1007/s12186-013-9108-2
  93. Krings, T. (2021). ‘Good’ Bad Jobs? The Evolution of Migrant Low-Wage Employment in Germany (1985–2015). Work, Employment and Society, 35(3), 527544. 10.1177/0950017020946567
  94. Kyndt, E., Govaerts, N., Keunen, L., & Dochy, F. (2013). Examining the learning intentions of low-qualified employees: A mixed method study. Journal of Workplace Learning, 25(3), 178197. 10.1108/13665621311306556
  95. Landsbergis, P. A., Grzywacz, J. G., & LaMontagne, A. D. (2014). Work organization, job insecurity, and occupational health disparities. American Journal of Industrial Medicine, 57(5), 495515. 10.1002/ajim.22126
  96. Lazarus, R. S., & Folkman, S. (1984). Stress, Appraisal and Coping. Springer.
  97. Lebel, R. D., Yang, X., Parker, S. K., & Kamran-Morley, D. (2022). What makes you proactive can burn you out: The downside of proactive skill building motivated by financial precarity and fear. Journal of Applied Psychology, 108(7), 12071222. 10.1037/apl0001063
  98. Lee, J. O., Kapteyn, A., Clomax, A., & Jin, H. (2021). Estimating influences of unemployment and underemployment on mental health during the COVID-19 pandemic: Who suffers the most? Public Health, 201, 4854. 10.1016/j.puhe.2021.09.038
  99. Lewchuk, W., Tambureno, A., Meisner, A., Viducis, P., Goldring, L., Shields, J., Cook, C., Lior, K., Dyson, D., Laflèche, M., & Procyk, S. (2015). The precarity penalty. Canadian Electronic Library.
  100. Llosa, J. A., Menéndez-Espina, S., Agulló-Tomás, E., & Rodríguez-Suárez, J. (2018). Job insecurity and mental health: A meta-analytical review of the consequences of precarious work in clinical disorders. Anales de Psicología, 34(2), 211223. 10.6018/analesps.34.2.281651
  101. Mani, A., Mullainathan, S., Shafir, E., & Zhao, J. (2013). Poverty impedes cognitive function. Science, 341(6149), 976980. 10.1126/science.1238041
  102. Martikainen, P., Adda, J., Ferrie, J. E., Davey Smith, G., & Marmot, M. G. (2003). Effects of income and wealth on GHQ depression and poor self-rated health in white collar women and men in the Whitehall II study. Journal of Epidemiology and Community Health, 57(9), 718723. 10.1136/jech.57.9.718
  103. Mathieu, J. E., Aguinis, H., Culpepper, S. A., & Chen, G. (2012). Understanding and estimating the power to detect cross-level interaction effects in multilevel modeling. Journal of Applied Psychology, 97(5), 951966. 10.1037/a0028380
  104. Matthews, R. A., Pineault, L., & Hong, Y. H. (2022). Normalizing the use of single-item measures: Validation of the single-item compendium for organizational psychology. Journal of Business and Psychology, 37(4), 639673. 10.1007/s10869-022-09813-3
  105. Mauno, S., Kinnunen, U., Mäkikangas, A., & Nätti, J. (2005). Psychological consequences of fixed-term employment and perceived job insecurity among health care staff. European Journal of Work and Organizational Psychology, 14(3), 209237. 10.1080/13594320500146649
  106. McKee-Ryan, F. M., & Harvey, J. (2011). “I have a job, but …”: A review of underemployment. Journal of Management, 37(4), 962996. 10.1177/0149206311398134
  107. 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), 5376. 10.1037/0021-9010.90.1.53
  108. McPherson, R., & Wang, J. (2014). Low-income low-qualified employees’ access to workplace learning. Journal of Workplace Learning, 26(1993), 462473. 10.1108/JWL-10-2013-0084
  109. Meuris, J., & Leana, C. R. (2015). The high cost of low wages: Economic scarcity effects in organizations. Research in Organizational Behavior, 35, 143158. 10.1016/j.riob.2015.07.001
  110. Morin, A. J. S., Meyer, J. P., Creusier, J., & Biétry, F. (2016). Multiple-group analysis of similarity in latent profile solutions. Organizational Research Methods, 19(2), 231254. 10.1177/1094428115621148
  111. Muthén, L. K., & Muthén, B. O. (1998–2018). Mplus User’s Guide (8th ed.). Muthén & Muthén.
  112. Nagin, D. (2005). Group-based modeling of development. Harvard University Press. 10.4159/9780674041318
  113. Nezlek, J. B. (2012). Multilevel modeling for psychologists. In H. Cooper (Ed.), APA Handbook of Research Methods in Psychology: Vol 3. Data Analysis and Research Publication (pp. 219241). American Psychological Association. 10.1037/a0021728
  114. Nylund, K. L., Asparouhov, T., & Muthén, B. O. (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling, 14(4), 535569. 10.1080/10705510701575396
  115. Otto, K., Mohr, G., Kottwitz, M. U., & Korek, S. (2016). The joint impact of microeconomic parameters and job insecurity perceptions on commitment towards one’s job, occupation and career: A multilevel approach. Economic and Industrial Democracy, 37(1), 4371. 10.1177/0143831X14535822
  116. Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879903. 10.1037/0021-9010.88.5.879
  117. Probst, T. M. (2005). Economic stressors. In J. Barling, E. K. Kelloway, & M. Frone (Eds.), Handbook of Work Stress (pp. 267297). SAGE. 10.4135/9781412975995.n11
  118. Probst, T. M., & Jiang, L. (2017). European flexicurity policies: Multilevel effects on employee psychosocial reactions to job insecurity. Safety Science, 100, 8390. 10.1016/j.ssci.2017.03.010
  119. Probst, T. M., Sinclair, R. R., & Cheung, J. H. (2017). Economic stressors and wellbeing at work: Multilevel considerations. In C. L. Cooper & M. P. Leiter (Eds.), The Routledge Companion to Wellbeing at Work (pp. 121134). Routledge. 10.4324/9781315665979
  120. Probst, T. M., Sinclair, R. R., Sears, L. E., Gailey, N. J., Black, K. J., & Cheung, J. H. (2018). Economic stress and well-being: Does population health context matter? Journal of Applied Psychology, 103(9), 959979. 10.1037/apl0000309
  121. Proost, K., van Ruysseveldt, J., & van Dijke, M. (2012). Coping with unmet expectations: Learning opportunities as a buffer against emotional exhaustion and turnover intentions. European Journal of Work and Organizational Psychology, 21(1), 727. 10.1080/1359432X.2010.526304
  122. R Development Core Team. (2023). R: A language and environment for statistical computing (R for Mac OS X GUI 4.3.1). R Foundation for Statistical Computing.
  123. Raemdonck, I., Tillema, H., de Grip, A., Valcke, M., & Segers, M. (2012). Does self-directedness in learning and careers predict the employability of low-qualified employees? Vocations and Learning, 5(2), 137151. 10.1007/s12186-011-9072-7
  124. Rönnblad, T., Grönholm, E., Jonsson, J., Koranyi, I., Orellana, C., Kreshpaj, B., Chen, L., Stockfelt, L., & Bodin, T. (2019). Precarious employment and mental health: A systematic review and meta-analysis of longitudinal studies. Scandinavian Journal of Work, Environment and Health, 45(5), 429443. 10.5271/sjweh.3797
  125. Rotter, J. B. (1966). Generalized expectancies for internal versus external control of reinforcement. Psychological Monographs, 80(1), 128. 10.1037/h0092976
  126. Rubery, J., Grimshaw, D., Keizer, A., & Johnson, M. (2018). Challenges and Contradictions in the ‘Normalising’ of Precarious Work. Work, Employment and Society, 32(3), 509527. 10.1177/0950017017751790
  127. Sackmann, R. (2001). Age and labour-market chances in international comparison. European Sociological Review, 17(4), 373387. 10.1093/esr/17.4.373
  128. Sanders, J., Oomens, S., Blonk, R. W. B., & Hazelzet, A. (2011). Explaining lower educated workers’ training intentions. Journal of Workplace Learning, 23(6), 402416. 10.1108/13665621111154412
  129. Scherer, S. (2001). Early career patterns: A comparison of Great Britain and West Germany. European Sociological Review, 17(2), 119144. 10.1093/esr/17.2.119
  130. Scott-Marshall, H. K., Tompa, E., & Trevithick, S. (2007). The social patterning of underemployment and its health consequences. International Journal of Contemporary Sociology, 44(1), 733. https://www.researchgate.net/publication/285743925
  131. Sears, L. E. (2008). Work-related outcomes of financial stress: Relating perceived income adequacy and financial strain to job performance and worker well-being [Portland State University]. In Dissertations and Theses. 10.15760/etd.7174
  132. Selenko, E., & Batinic, B. (2013). Job insecurity and the benefits of work. European Journal of Work and Organizational Psychology, 22(6), 725736. 10.1080/1359432X.2012.703376
  133. Shoss, M. K. (2017). Job insecurity: An integrative review and agenda for future research. Journal of Management, 43(6), 19111939. 10.1177/0149206317691574
  134. Sinclair, R. R., & Cheung, J. H. (2016). Money matters: Recommendations for financial stress research in Occupational Health Psychology. Stress and Health, 32(3), 181193. 10.1002/smi.2688
  135. Sinclair, R. R., Graham, B. A., & Probst, T. M. (2024). Economic Stress and Occupational Health. Annual Review of Organizational Psychology and Organizational Behavior, 11, 423451. 10.1146/annurev-orgpsych-091922-020639
  136. Sinclair, R. R., Sears, L. E., Probst, T. M., & Zajack, M. (2010). A multilevel model of economic stress and employee well-being. In J. Houdmont & S. Leka (Eds.), Contemporary occupational health psychology: Global perspectives on research and practice, 1(pp. 120). Wiley. 10.1002/9780470661550.ch1
  137. Sinha, P., Calfee, C. S., & Delucchi, K. L. (2021). Practitioner’s guide to latent class analysis: Methodological considerations and common pitfalls. Critical Care Medicine, 49(1), E63E79. 10.1097/CCM.0000000000004710
  138. Sischka, P. E., Costa, A. P., Steffgen, G., & Schmidt, A. F. (2020). The WHO-5 well-being index – validation based on item response theory and the analysis of measurement invariance across 35 countries. Journal of Affective Disorders Reports, 1(October), 100020. 10.1016/j.jadr.2020.100020
  139. Sjöberg, O. (2010). Social insurance as a collective resource: Unemployment benefits, job insecurity and subjective well-being in a comparative perspective. Social Forces, 88(3), 12811304. 10.1353/sof.0.0293
  140. Smith, L. (2015). Reforming the minimum wage: Toward a psychological perspective. American Psychologist, 70(6), 557565. 10.1037/a0039579
  141. Sora, B., Höge, T., Caballer, A., & Peiró, J. M. (2019). Employment contract, job insecurity and employees’ affective well-being: The role of self- and collective efficacy. Economic and Industrial Democracy, 40(2), 193214. 10.1177/0143831X18804659
  142. Spector, P. E. (2019). Do not cross me: Optimizing the use of cross-sectional designs. Journal of Business and Psychology, 34(2), 125137. 10.1007/s10869-018-09613-8
  143. Spurk, D., Hirschi, A., Wang, M., Valero, D., & Kauffeld, S. (2020). Latent profile analysis: A review and “how to” guide of its application within vocational behavior research. Journal of Vocational Behavior, 120(May), 103445. 10.1016/j.jvb.2020.103445
  144. Sverke, M., & Hellgren, J. (2002). The nature of job insecurity: Understanding employment uncertainty on the brink of a new millennium. Applied Psychology: An International Review, 51(1), 2342. 10.1111/1464-0597.0077z
  145. Sverke, M., Hellgren, J., & Näswall, K. (2002). No security: A meta-analysis and review of job insecurity and its consequences. Journal of Occupational Health Psychology, 7(3), 242264. 10.1037/1076-8998.7.3.242
  146. Sverke, M., Låstad, L., Hellgren, J., Richter, A., & Näswall, K. (2019). A meta-analysis of job insecurity and employee performance: Testing temporal aspects, rating source, welfare regime, and union density as moderators. International Journal of Environmental Research and Public Health, 16(14), 2536. 10.3390/ijerph16142536
  147. Tharenou, P. (2001). The relationship of training motivation to participation in training and development. Journal of Occupational and Organizational Psychology, 74(5), 599621. 10.1348/096317901167541
  148. Thomson, R. M., Igelström, E., Purba, A. K., Shimonovich, M., Thomson, H., McCartney, G., Reeves, A., Leyland, A., Pearce, A., & Katikireddi, S. V. (2022). How do income changes impact on mental health and wellbeing for working-age adults? A systematic review and meta-analysis. The Lancet Public Health, 7(6), e515e528. 10.1016/S2468-2667(22)00058-5
  149. Topp, C. W., Østergaard, S. D., Søndergaard, S., & Bech, P. (2015). The WHO-5 well-being index: A systematic review of the literature. Psychotherapy and Psychosomatics, 84(3), 167176. 10.1159/000376585
  150. Van Aerden, K., Moors, G., Levecque, K., & Vanroelen, C. (2014). Measuring employment arrangements in the European labour force: A typological approach. Social Indicators Research, 116(3), 771791. 10.1007/s11205-013-0312-0
  151. Van Hootegem, A., De Witte, H., De Cuyper, N., & Elst, T. Vander. (2019). Job insecurity and the willingness to undertake training: The moderating role of perceived employability. Journal of Career Development, 46(4), 395409. 10.1177/0894845318763893
  152. Van Hootegem, A., Grosemans, I., & De Witte, H. (2023a). In need of opportunities: A within-person investigation of opposing pathways in the relationship between job insecurity and participation in development activities. Journal of Vocational Behavior, 140. 10.1016/j.jvb.2022.103825
  153. Van Hootegem, A., Grosemans, I., & De Witte, H. (2023b). Trajectories of employees’ learning intentions and training opportunities in relation to job insecurity and psychological contract breach. European Journal of Work and Organizational Psychology, 32(5), 645661. 10.1080/1359432X.2023.2214317
  154. Van Hootegem, A., Grosemans, I., & De Witte, H. (2023c). Trajectories of employees’ learning intentions and training opportunities in relation to job insecurity and psychological contract breach. European Journal of Work and Organizational Psychology, 32(5), 645661. 10.1080/1359432X.2023.2214317
  155. Van Hootegem, A., Nikolova, I., Van Ruysseveldt, J., Van Dam, K., & De Witte, H. (2021). Hit by a double whammy? Trajectories of perceived quantitative and qualitative job insecurity in relation to work-related learning aspects. European Journal of Work and Organizational Psychology, 30(6), 915930. 10.1080/1359432X.2021.1891890
  156. Van Hootegem, A., Sverke, M., & De Witte, H. (2021). Does occupational self-efficacy mediate the relationships between job insecurity and work-related learning? A latent growth modelling approach. Work and Stress, 122. 10.1080/02678373.2021.1891585
  157. Vander Elst, T., Näswall, K., Bernhard-Oettel, C., De Witte, H., & Sverke, M. (2016). The effect of job insecurity on employee health complaints: A within-person analysis of the explanatory role of threats to the manifest and latent benefits of work. Journal of Occupational Health Psychology, 21(1), 6576. 10.1037/a0039140
  158. Voydanoff, P. (1990). Economic Distress and Family Relations: A Review of the Eighties. Journal of Marriage and the Family, 52(4), 1099. 10.2307/353321
  159. Waldron, R., & Redmond, D. (2017). “We’re just existing, not living!” Mortgage stress and the concealed costs of coping with crisis. Housing Studies, 32(5), 584612. 10.1080/02673037.2016.1224323
  160. Wang, M., & Hanges, P. J. (2011). Latent class procedures: Applications to organizational research. Organizational Research Methods, 14(1), 2431. 10.1177/1094428110383988
  161. Wang, M., Sinclair, R. R., Zhou, L., & Sears, L. E. (2013). Person-centered analysis. Methods, applications and implications for occupational health psychology. In R. R. Sinclair, M. Wang, & L. E. Tetrick (Eds.), Research methods in occupational health psychology (pp. 349373). Routledge. 10.4324/9780203095249-30
  162. Wang, Y. R., & Ford, M. T. (2020). Financial inadequacy and the disadvantageous changes in time perspective and goal-striving strategies throughout life. Journal of Organizational Behavior, 41(9), 895914. 10.1002/job.2475
  163. WHO. (1998). Well-Being measures in primary health care: the DepCare Project.
  164. Wurpts, I. C., & Geiser, C. (2014). Is adding more indicators to a latent class analysis beneficial or detrimental? Results of a Monte-Carlo study. Frontiers in Psychology, 5(AUG). 10.3389/fpsyg.2014.00920
DOI: https://doi.org/10.16993/sjwop.341 | Journal eISSN: 2002-2867
Language: English
Page range: 14 - 14
Submitted on: Aug 23, 2024
Accepted on: Jul 17, 2025
Published on: Sep 5, 2025
Published by: Stockholm University Press
In partnership with: Paradigm Publishing Services

© 2025 Katharina Klug, Julian Decius, Anahí Van Hootegem, published by Stockholm University Press
This work is licensed under the Creative Commons Attribution 4.0 License.