Abstract
Some studies using either objective or subjective indicators, find that self-employed individuals are less likely to be or to report being skill-mismatched in comparison with salaried employees. The aim of this paper is to analyze the impact of the transition from salaried employment to self-employment on self-reported skill mismatches. To do so, this article uses eight waves of the European Community Household Panel covering the period 1994–2001. The panel data nature of this rich dataset, allows us to track individuals over time and measure self-reported skill-mismatches before and after the transition for the same individuals, using as the comparison group those individuals who remain in salaried employment during the whole sample period. Our empirical findings indicate that those individuals who transit from salaried employment to self-employment reduce their probability to report being skill-mismatched after the transition. Interestingly, we also observe that this effect vanish if the transition is done from an unemployment status, and that the effect is quite heterogenous across countries.
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Notes
Conversely, some authors show that individuals do not decide to become self-employed if they have skill shortages (see Brixiova et al. (2009)).
See Brunello and Wruuck (2019) for a recent survey.
See Diaz-Serrano and Stoyanova (2010) for further discussion.
EU-15 refers to the fifteen member states of the European Union before the 1 May 2004 enlargement.
See Peracchi (2002) for a review of the organization of the survey.
Individuals are forced to choose only one main occupation, either working for an employer in paid employment or working in self-employment. Hence, it is not possible to determine whether some individuals combine both self-employment and paid employment.
We exclude workers in the public sector from the analysis because the determinants of occupational choice and job satisfaction among public sector workers deviate from those of private (salaried employment) sector workers (Francois 2000; Glazer 2004; Besley and Ghatak 2005; Prendergast 2007; Delfgaauw and Dur 2008, 2009; Millán et al. 2013).
The estimated coefficients of the control variables included in the models shown in Table 4, which are not reported, provide the same qualitative results as the coefficients reported in Table 3 in terms of the direction and the size of the effect. Full estimates of the models in the table are available from the authors upon request.
References
Agarwal, R., & Braguinsky, S. (2015). Industry evolution and entrepreneurship: Steven Klepper’s contributions to industrial organization, strategy, technological change, and entrepreneurship. Strategic Entrepreneurship Journal, 9(4), 380–397.
Allen, J., & de Weert, E. (2007). What do educational mismatches tell us about skill mismatches? A cross-country analysis. European Journal of Education, 42(1), 59–73.
Allen, J., & Velden, R. (2001). Educational mismatches versus skill mismatches: Effects on wages, job satisfaction, and on-the-job search. Oxford Economic Papers, 53(3), 434–452.
Astebro, T., Chen, J., & Thompson, P. (2011). Stars and misfits: Self-employment and labor market frictions. Management Science, 57, 1999–2017.
Backes-Gellner, U., & Moog, P. (2013). The disposition to become an entrepreneur and the jacks-of-all-trades in social and human capital. The Journal of Socio-Economics, 47, 55–72.
Badillo-Amador, L., López Nicolás, A., & Vila, L. E. (2012). The consequences on job satisfaction of job–worker educational and skill mismatches in the Spanish labour market: A panel analysis. Applied Economics Letters, 19(4), 319–324.
Baumol, W. J. (1990). Entrepreneurship: Productive, unproductive, and destructive. Journal of Political Economy, 98(5), 893–921.
Bender, K., & Heywood, J. (2006). Job satisfaction of the highly educated: The role of gender, academic Tenure, and earnings. Scottish Journal of Political Economy, 53(2), 253–279.
Bender, K., & Heywood, J. (2011). Educational mismatch and the careers of scientists. Education Economics, 19(3), 253–274.
Benz, M., & Frey, B. S. (2008a). Being independent is a great thing: Subjective evaluations of self-employment and hierarchy. Economica, 75(298), 362–383.
Benz, M., & Frey, B. S. (2008b). The value of doing what you like: Evidence from the self-employment in 23 countries. Journal of Economic Behavior and Organization, 68(3–4), 445–455.
Berlingieri, F. & Erdsiek, D. (2012).How relevant is job mismatch for German graduates?. ZEW-Centre for European Economic Research, Discussion Paper, (12–075).
Besley, T., & Ghatak, M. (2005). Competition and incentives with motivated agents. American Economic Review, 95(3), 616–636.
Binder, M., & Coad, A. (2013). Life satisfaction and self-employment: A matching approach. Small Business Economics, 40(4), 1009–1033.
Blanchflower, D., & Oswald, A. (1998). What makes an entrepreneur? Journal of Labor Economics, 16(1), 26–60.
Blanchflower, D. (2000). Self-employment in OECD countries. Labour Economics, 7, 471–505.
Bradley, D., & Roberts, J. (2004). Self-Employment and job satisfaction: Investigating the role of self-efficacy, depression, and seniority. Journal of Small Business Management, 42(1), 37–58.
Brixiova, Z., Li, W., & Yousef, T. (2009). Skill shortages and labor market outcomes in central Europe. Economic Systems, 33(1), 45–59.
Brunello, G., & Wruuck, P. (2019). Skill shortages and skill mismatch in Europe: A review of the literatura, IZA Discussion Paper No. 12346. Chevalier, A, 2003 Brunello, G., & Wruuck, P. (2019). Skill shortages and skill mismatch in Europe: A review of the literatura, IZA Discussion Paper No. 12346. Chevalier, A. (2003). Measuring over‐education. Economica, 70(279), 509-531.
Delfgaauw, J., & Dur, R. (2008). Incentives and workers motivation in the public sector. Economic Journal, 118, 171–191.
Delfgaauw, J., & Dur, R. (2009). From public monopsony to competitive market: More efficiency but higher prices. Oxford Economic Papers, 61(3), 586–602.
Di Pietro, G., & Urwin, P. (2006). Education and skills mismatch in the Italian graduate labour market. Applied Economics, 38(1), 79–93.
Diaz-Serrano, L., & Stoyanova, A. (2010). Mobility and housing satisfaction: An empirical analysis for 12 EU countries. Journal of Economic Geography, 10(5), 661–683.
Dinlersoz, E. M., Hyatt, H. R., & Janicki, H. P. (2019). Who works for whom? Worker sorting in a model of entrepreneurship with heterogeneous labor markets. Review of Economic Dynamics, 34, 244–266.
Failla, V., Melillo, F., & Reichstein, T. (2017). Entrepreneurship and employment stability–job matching, labour market value, and personal commitment. Journal of Business Venturing, 32(2), 162–177.
Francois, P. (2000). Public service motivation as an argument for government provision. Journal of Public Economics, 78(3), 275–299.
Georgellis, Y., & Yusuf, A. (2016). Is becoming self-employed a panacea for job satisfaction? Longitudinal evidence from work to self-employment transitions. Journal of Small Business Management, 54, 53–76.
Gifford, S. (1993). Heterogeneous ability, career choice and firm size. Small Business Economics, 5(4), 249–259.
Glazer, A. (2004). Motivating devoted workers. International Journal of Industrial Organization, 22(3), 427–440.
Goetz, S., Fleming, D., & Rupasingha, A. (2012). The economic impacts of self-employment. Journal of Agricultural and Applied Economics, 44(3), 315–321.
Green, F., & McIntosh, S. (2007). Is there a genuine under-utilization of skills amongst the over-qualified? Applied economics, 39(4), 427–439.
Green, F., & Zhu, Y. (2010). Over qualification, job dissatisfaction, and increasing dispersion in the returns to graduate education. Oxford Economic Papers, 62(4), 740–763.
Green, F., McIntosh, S., & Vignoles, A. (2002). The utilization of education and skills: Evidence from Britain. The Manchester School, 70(6), 792–811.
Greene, W. (2004). Convenient estimators for the panel probit model: Further results. Empirical Economics, 29, 21–47.
Greene, W. H. (2000). Econometric analysis (4th ed.). New Jersey: Prentice Hall.
Groot, W., & Maassen Van Den Brink, H. (2000). Overeducation in the labor market: A meta-analysis. Economics of Education Review, 19(2), 149–158.
Hartog, J. (2000). Over-education and earnings: Where are we, where should we go? Economics of Education Review, 19(2), 131–147.
Hartog, J., Van Praag, M., & Van Der Sluis, J. (2010). If you are so smart, why aren’t you an entrepreneur? Returns to cognitive and social ability: Entrepreneurs versus employees. Journal of Economics and Management Strategy, 19(4), 947–989.
Hundley, G. (2001). Why and when are the self-employed more satisfied with their work? Industrial Relations, 40(2), 293–316.
Johnson, G., & Johnson, W. (2000). Perceived over-qualification and dimensions of job satisfaction: A longitudinal analysis. Journal of Psychology, 134, 537–555.
Kalleberg, A. L. (2008). The mismatched worker: When people don’t fit their jobs. The Academy of Management Perspectives, 22(1), 24–40.
Lange, T. (2012). Job satisfaction and self-employment: Autonomy or personality? Small Business Economics, 38(2), 165–177.
Lazear, E. P. (2005). Entrepreneurship. Journal of Labor Economics, 23(4), 649–680.
Lechmann, D., & Schnabel, C. (2014). Are the self-employed really jacks-of-all-trades? Testing the assumptions and implications of Lazear’s theory of entrepreneurship with German data. Small Business Economics, 42(1), 59–76.
Lee, L., Wong, P., Foo, M., & Leung, A. (2011). Entrepreneurial intentions: The influence of organizational and individual factors. Journal of Business Venturing, 26, 124–136.
Mateos-Romero, L., del Salinas-Jiménez, M., & M. . (2018). Labor mismatches: Effects on wages and on job satisfaction in 17 OECD countries. Social Indicators Research, 140(1), 369–391.
Mavromaras, K., & McGuinness, S. (2012). Overskilling dynamics and education pathways. Economics of Education Review, 31(5), 619–628.
Mavromaras, K., McGuinness, S., & King Fok, Y. (2009). Assessing the incidence and wage effects of overskilling in the Australian labour market. The Economic Record, 85(268), 60–72.
Mavromaras, K., McGuinness, S., O’leary, N., Sloane, P., & Fok, Y. (2010). The problem of overskilling in Australia and Britain. The Manchester School, 78(3), 219–241.
McGuinness, S., & Wooden, M. (2009). Overskilling, job insecurity, and career mobility. Industrial Relations: A Journal of Economy and Society, 48(2), 265–286.
Millan, J., Hessels, J., Thurik, R., & Aguado, R. (2013). Determinants of job satisfaction: A European comparison of self-employed and paid employees. Small Business Economics, 40(3), 651–670.
Munoz-de Bustillo, R., Sarkar, S., Sebastian, R., & Antón, J. I. (2018). Educational mismatch in Europe at the turn of the century: Measurement, intensity and evolution. International Journal of Manpower, 39(8), 977–995.
Nieto, S., & Ramos, R. (2017). Overeducation, skills and wage penalty: Evidence for Spain using PIAAC data. Social Indicators Research, 134(1), 219–236.
Noorderhaven, N., Thurik, A., Wennekers, A., & van Stel, A. (2004). The role of dissatisfaction and per capita income in explaining self-employment across 15 European countries. Entrepreneurship Theory and Practice, 28(5), 447–466.
Peracchi, F. (2002). The European community household panel: A review. Empirical Economics, 27, 63–90.
Prendergast, C. (2007). The motivation and bias of bureaucrats. American Economic Review, 97(1), 180–196.
Quadrini, V. (2000). Entrepreneurship, saving, and social mobility. Review of Economic Dynamics, 3(1), 1–40.
Robst, J. (2007a). Education and job match: The relatedness of college major and work. Economics of Education Review, 26, 397–407.
Robst, J. (2007b). Education, college major and job match: Gender differences in the reason for mismatch. Education Economics, 15, 159–175.
Thompson, C., Kopelman, R., & Schriesheim, C. (1992). Putting all one’s eggs in the same basket: A comparison of commitment and satisfaction among self-and organizationally employed men. Journal of Applied Psychology, 77(5), 738–743.
Vieira, J. A. C. (2005). Skill mismatches and job satisfaction. Economics Letters, 89, 39–47.
Wolbers, M. (2003). Job mismatches and their labour-market effects among school-leavers in Europe. European Sociological Review, 19(3), 249–266.
Funding
Luis Diaz-Serrano acknowledges the financial support from the Recercaixa research program, granted by the Obra Social "La Caixa” (Grant # 2014ACUP0130) and from the Spanish Ministry of Economy and Competitiveness (Grant # RTI2018-094733-B-I00).
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Albiol-Sánchez, J., Diaz-Serrano, L. & Teruel, M. The Transition to Self-Employment and Perceived Skill-Mismatches: Panel Data Evidence from Eleven EU Countries. Soc Indic Res 153, 957–977 (2021). https://doi.org/10.1007/s11205-020-02520-7
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DOI: https://doi.org/10.1007/s11205-020-02520-7