Journal of Applied Economic Research
ISSN 2712-7435
Human Capital and Subjective Well-Being in Russia During Macroeconomic Shocks
Irina I. Semenova, Natalya R. Kelchevskaya, Irina S. Pelymskaya
Ural Federal University named after the First President of Russia B.N. Yeltsin, Yekaterinburg, Russia
Abstract
This article analyzes the impact of human capital and job quality on the life satisfaction of employed people in Russia during the macroeconomic shocks of 2014, 2020, and 2022. The relevance of the study lies in the fact that during periods of sanctions, pandemics, and geoeconomic fragmentation, the traditional focus of employment policy on job numbers and income levels proves insufficient: job quality, health, and subjective well-being play an increasingly important role. The aim of the study is to empirically assess the impact of human capital components (education, income, health) and job quality factors on the life satisfaction of employed people in Russia before and during the shocks. The initial hypothesis suggests that during periods of crisis, job quality and health become key factors of subjective well-being, while the role of income and education weakens. The empirical base includes RLMS-HSE panel data for employed respondents for 2012–2024. A hybrid ordinal logit model with a Mundlak decomposition is used to estimate within- and between-person effects and their changes during periods of shock. Job quality is measured using a factor analysis of thirteen indicators reflecting attitudes toward work, trust in employers, social security, job security, and career dynamics. According to the results, persistent differences in job quality and health contribute significantly more to the likelihood of high life satisfaction than income, while during periods of shock, the role of short-term earnings dynamics and job characteristics increases. The theoretical significance of the study lies in analyzing the impact of human capital components and job quality on subjective well-being using a hybrid panel model. Its practical significance suggests a reorientation of labor and employment policies from supporting employment and minimum incomes to improving job quality and institutionalizing the monitoring of subjective well-being.
Keywords
subjective well-being; human capital; wages; job quality; satisfaction; health; macroeconomic shocks
JEL classification
J24, I31, I15References
1. Becker, G.S. (1993). Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education. Third Edition. Chicago: The University of Chicago Press, 390 p. Available at: www.academia.edu/35396287/HUMAN_CAPITAL_A_Theoretical_and_Empirical_Analysis_with_Special_Reference_to_Education_THIRD_EDITION
2. Hanushek, E.A., Woessmann, L. (2008). The Role of Cognitive Skills in Economic Development. Journal of Economic Literature, Vol. 46, No. 3, 607–668. doi.org/10.1257/jel.46.3.607
3. Kosaretsky, S., Zair-Bek, S., Kersha, Y., Zvyagintsev, R. (2022). In: Primary and Secondary Education During Covid-19: Disruptions to Educational Opportunity During a Pandemic. Edited by F.M. Reimers. Springer Cham, 227–261. doi.org/10.1007/978-3-030-81500-4_9
4. Latukha, M., Alon, I., Kuleshov, N., Vaiman, V. (2024). The effect of sanctions on macro talent management: The case of Russia. Journal of World Business, Vol. 59, Issue 5, 101570. doi.org/10.1016/j.jwb.2024.101570
5. Stiglitz, J.E., Sen, A., Fitoussi, J.-P. (2009). Report by the Commission on the Measurement of Economic Performance and Social Progress. 292 p. www.stiglitz-sen-fitoussi.fr/documents/rapport_anglais.pdf
6. Clark, A.E., Oswald, A.J. (1994). Unhappiness and Unemployment. The Economic Journal, Vol. 104, Issue 424, 648–659. doi.org/10.2307/2234639
7. Longhi, S., Nandi, A., Bryan, M., Connolly, S., Gedikli, C. (2024). Life satisfaction and unemployment – The role of gender attitudes and work identity. Scottish Journal of Political Economy, Vol. 71, Issue 2, 219–236. doi.org/10.1111/sjpe.12366
8. Brodeur, A., Clark, A.E., Fleche, S., Powdthavee, N. (2021). COVID-19, lockdowns and well-being: Evidence from Google Trends. Journal of Public Economics, Vol. 193, 104346. doi.org/10.1016/j.jpubeco.2020.104346
9. Clark, A.E., Lepinteur, A. (2022). Pandemic Policy and Life Satisfaction in Europe. Review of Income and Wealth, Vol. 68, Issue 2, 393–408. doi.org/10.1111/roiw.12554
10. Frijters, P., Krekel, C. (2021). A Handbook for Wellbeing Policy-Making. Oxford University Press. doi.org/10.1093/oso/9780192896803.001.0001
11. Ferranna, M., Hammitt, J.K., Robinson, L.A. (2024). From Benefit-Cost Analysis to Social Welfare: A Pragmatic Approach. Journal of Benefit-Cost Analysis, Vol. 15, 84–109. doi.org/10.1017/bca.2024.28
12. Alekhin B.I. (2024). Labor Shortage in the Regions of Russia. Spatial Economics, Vol. 20, No. 1, 163–186. (In Russ.). dx.doi.org/10.14530/se.2024.1.163-186
13. Parviainen, S., Pyle, W. (2025). Household well-being under sanctions: Insights from the Russian longitudinal monitoring survey. BOFIT Policy Brief, No. 8. Bank of Finland Institute for Emerging Economies, 20 p. Available at: publications.bof.fi/bitstream/handle/10024/53965/bpb2508.pdf
14. Mundlak, Y. (1978). On the Pooling of Time Series and Cross Section Data. Econometrica, Vol. 46, No. 1, 69–85. doi.org/10.2307/1913646
15. Grotti, R., Cutuli, G. (2018). Xtpdyn: A Community-Contributed Command for Fitting Dynamic Random-Effects Probit Models with Unobserved Heterogeneity. The Stata Journal: Promoting Communications on Statistics and Stata, Vol. 18, Issue 4, 844–862. doi.org/10.1177/1536867X1801800406
16. Schunck, R., Perales, F. (2017). Within- and Between-cluster Effects in Generalized Linear Mixed Models: A Discussion of Approaches and the Xthybrid command. The Stata Journal: Promoting Communications on Statistics and Stata, Vol. 17, Issue 1, 89–115. doi.org/10.1177/1536867X1701700106
17. Schultz, T.W. (1961). Investment in Human Capital. American Economic Review, Vol. 51, No. 1, 1–17. Available at: www.jstor.org/stable/1818907
18. Mincer, J. (1958). Investment in human capital and personal income distiribution. The Journal of Political Economy, Vol. 66, No. 4, 281–302. doi.org/10.1086/258055
19. Islam, M.S., Amin, M. (2022). A systematic review of human capital and employee well-being: putting human capital back on the track. European Journal of Training and Development, Vol. 46, Issue 5–6, 504–534. doi.org/10.1108/EJTD-12-2020-0177
20. Acemoglu, D., Autor, D. (2011). Skills, tasks and technologies: Implications for employment and earnings. Handbook of Labor Economics, Vol. 4, Part B, Pp. 1043–1171. doi.org/10.1016/S0169-7218(11)02410-5
21. Goos, M., Manning, A. (2007). Lousy and Lovely Jobs: The Rising Polarization of Work in Britain. Review of Economics and Statistics, Vol. 89, Issue 1, 118–133. doi.org/10.1162/rest.89.1.118
22. Edward Elgar Publishing (2021). Research Handbook on Economic Sanctions. Edited by P.A.G. van Bergeijk, 496 p. doi.org/10.4337/9781839102721
23. Lim, S.S., Updike, R.L., Kaldjian, A.S., et al. (2018). Measuring human capital: a systematic analysis of 195 countries and territories, 1990–2016. The Lancet, Vol. 392, 1217–1234. doi.org/10.1016/S0140-6736(18)31941-X
24. Shastry, G.K. (2012). Human Capital Response to Globalization. Journal of Human Resources, Vol. 47, Issue 2, 287–330. doi.org/10.3368/jhr.47.2.287
25. Gimpelson V.E. (2022). Russian human capital in times of sanctions and counter- sanctions: Some redistributive implications. Journal of the New Economic Association, No. 3, 234–238. (In Russ.). doi.org/10.31737/2221-2264-2022-55-3-16
26. Kapeliushnikov R.I. (2024). The Beveridge curve: What does it tell us about the stance of the Russian labor market? Journal of the New Economic Association, No. 4, 246–258. (In Russ.). doi.org/10.31737/22212264_2024_4_246-258
27. Diener, E. (1984). Subjective well-being. Psychological Bulletin, Vol. 95, Issue 3, 542–575. doi.org/10.1037/0033-2909.95.3.542
28. Diener, E., Ryan, K. (2009). Subjective Well-Being: A General Overview. South African Journal of Psychology, Vol. 39, Issue 4, 391–406. doi.org/10.1177/008124630903900402
29. Steptoe, A., Deaton, A., Stone, A.A. (2015). Subjective wellbeing, health, and ageing. The Lancet, Vol. 385, 640–648. doi.org/10.1016/S0140-6736(13)61489-0
30. Almakaeva A.M., Gashenina N.V. (2020). Subjective Well-Being: Conceptualization, Assessment and Russian Specifics. Monitoring of Public Opinion: Economic and Social Changes, No. 1, 4–13. (In Russ.). doi.org/10.14515/monitoring.2020.1.01
31. Easterlin, R.A. (1995). Will raising the incomes of all increase the happiness of all? Journal of Economic Behavior & Organization, Vol. 27, Issue 1, 35–47. doi.org/10.1016/0167-2681(95)00003-B
32. Stevenson, B., Wolfers, J. (2013). Subjective well-being and income: Is there any evidence of satiation? American Economic Review, Vol. 103, No. 3, 598–604. doi.org/10.1257/aer.103.3.598
33. Nemirovskaya A.V., Soboleva N.E. (2020). Subjective well-being determinants in Russia: a regional perspective. Bulletin of the Institute of Sociology, Vol. 11. No. 2, 54–81. (In Russ.). doi.org/10.19181/vis.2020.11.2.641
34. Klimova, A.M., Chmel, K.Sh. (2020). Regional Differences in Subjective Well-Being: Does Social Policy Offset the Effects of Inequality in Russia. Monitoring of Public Opinion : Economic and Social Changes, No. 1, 143–176. (In Russ.). https://doi.org/10.14515/monitoring.2020.1.07
35. Soboleva, N. (2022). The determinants of the link between life satisfaction and job satisfaction across Europe. International Journal of Sociology and Social Policy, Vol. 42, Issue 11-12, 1180–1198. doi.org/10.1108/IJSSP-06-2021-0152
36. Berglund, V., Johansson Sevä, I., Strandh, M. (2016). Subjective well-being and job satisfaction among self-employed and regular employees: Does personality matter differently? Journal of Small Business and Entrepreneurship, Vol. 28, Issue 1, 55–73. doi.org/10.1080/08276331.2015.1115699
37. Dong, X., Xing, Z., Song, H., Hu, D. (2025). The impact of education on subjective well-being: a meta-analysis based on 59 empirical studies. Frontiers in Psychology, Vol. 16, 1651896. doi.org/10.3389/fpsyg.2025.1651896
38. Okun, M.A., Stock, W.A., Haring, M.J., Witter, R.A. (1984). Health and subjective well-being: A meta-analysis. International Journal of Aging and Human Development, Vol. 19, Issue 2, 111–132. doi.org/10.2190/QGJN-0N81-5957-HAQD
39. Avdeeva, D.A. (2024). The Contribution of Human Capital to Economic Growth in Russia. HSE Economic Journal, Vol. 28., No. 1, 9–43. (In Russ.). doi.org/10.17323/1813-8691-2024-28-1-9-43
40. Green, F., Lee, S., Zou, M., Zhou, Y. (2024). Work and life: the relative importance of job quality for general well-being, and implications for social surveys. Socio-Economic Review, Vol. 22, Issue 2, 835–857. doi.org/10.1093/ser/mwae002
41. Clark, A. (2015). What makes a good job? Job quality and job satisfaction. IZA World of Labor. No. 215. Bonn, Institute for the Study of Labor (IZA), 10 p. doi.org/10.15185/izawol.215
Acknowledgements
The study was supported by the Russian Science Foundation grant No. 23-78-10165. rscf.ru/project/23-78-10165/
About Authors
Irina Igorevna Semenova
Research Assistant, Department of Economics and Management at Metallurgical and Engineering Enterprises, Ural Federal University named after the first President of Russia B.N. Yeltsin, Yekaterinburg, Russia (620002, Yekaterinburg, Mira street, 19); ORCID 0009-0007-0134-0698 e-mail: i.i.semenova@urfu.ru
Natalya Removna Kelchevskaya
Doctor of Economics, Head of the Department of Economics and Management at Metallurgical and Mechanical Engineering Enterprises, Ural Federal University named after the first President of Russia B.N. Yeltsin, Yekaterinburg, Russia (620002, Yekaterinburg, Mira street, 19); ORCID 0000-0001-7278-026X e-mail: n.r.kelchevskaya@urfu.ru
Irina Sergeevna Pelymskaya
Candidate of Economic Sciences, Associate Professor, Department of Economics and Management at Metallurgical and Mechanical Engineering Enterprises, Ural Federal University named after the first President of Russia B.N. Yeltsin, Yekaterinburg, Russia (620002, Yekaterinburg, Mira street, 19); ORCID 0000-0003-3624-2506 e-mail: i.s.pelymskaya@urfu.ru
For citation
Semenova, I.I., Kelchevskaya, N.R., Pelymskaya, I.S. (2026). Human Capital and Subjective Well-Being in Russia During Macroeconomic Shocks. Journal of Applied Economic Research, Vol. 25, No. 1, 222-248. doi.org/10.15826/vestnik.2026.25.1.008
Article info
Received November 27, 2025; Revised December 12, 2025; Accepted December 15, 2025.
DOI: http://dx.doi.org/10.15826/vestnik.2026.25.1.008
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