Social Indicators Research

, Volume 145, Issue 1, pp 201–231 | Cite as

Employment and Earnings Expectations of Jobless Young Skilled: Evidence from Italy

  • Chiara BinelliEmail author
Original Research


This paper uses an innovative survey instrument on employment and earnings quantitative expectations to measure the amount of job instability, insecurity, and earnings risk that jobless young skilled perceive. The survey was fielded in Italy, as one of the EU countries that suffered the highest increase in youth unemployment, and the data were merged with administrative records on local labor market conditions. The results show that Italian jobless young skilled perceive substantial job instability, insecurity and earnings risk, which correlate with several important choices and behaviors, and depend on individual characteristics rather than on local labor market conditions.


Job instability and insecurity Earnings risk Subjective expectations Youth unemployment 

JEL Classification

J31 J6 J62 D84 



I thank Matthew Loveless for many helpful comments and discussions, and Annalisa Loviglio, Tito Boeri and the participants to the Trento Economics Festival 2015, to the Bocconi Food for Thought seminar, and to the INPS seminar series for useful comments and suggestions. Three anonymous reviewers provided several useful feedbacks. The financial support of the University of Southampton through a Strategic Research Development Fund, and the financial support and data access provided by the Italian Istituto Nazionale della Previdenza Sociale (INPS) through the VisitINPS Scholars Program are gratefully acknowledged. A previous version of the paper circulated under the title “Expectations of Job Instability, Job Insecurity, and Earnings Risk: A Pilot Study of Jobless Young Skilled in Italy”. All errors are mine.


  1. Aaronson, D., & Sullivan, D. (1998). The decline in job security in the 1990s: Displacement, anxiety, and their effect on wage growth. Economic Perspectives, 22(1), 17–43.Google Scholar
  2. AlmaLaurea. (2014). XVI Indagine Condizione Occupazionale dei Laureati.
  3. AlmaLaurea. (2015). XVII Indagine Condizione Occupazionale dei Laureati.
  4. AlmaLaurea. (2017). XIX Indagine Condizione Occupazionale dei Laureati.
  5. Arulampalam, W. (2001). Is unemployment really scarring? Effects of unemployment experiences on wages. Economic Journal, 111(475), F585–F606.CrossRefGoogle Scholar
  6. Attanasio, O. P., & Kaufman, K. (2013). Education choices and returns to schooling: Mothers’ and youths’ subjective expectations and their role by gender. Journal of Development Economics, 109C, 203–216.Google Scholar
  7. Becker, S. O., Bentolila, S., Fernandes, A., & Ichino, A. (2010). Youth emancipation and perceived job insecurity of parents and children. Journal of Population Economics, 23(3), 1175–1199.CrossRefGoogle Scholar
  8. Blanchflower, D. G., & Bell, D. N. F. (2011). Young people and the great recession. Oxford Review of Economic Policy, 27(2), 241–267.CrossRefGoogle Scholar
  9. Böckerman, P. (2004). Perception of job instability in Europe. Social Indicators Research, 67, 283.CrossRefGoogle Scholar
  10. Böckerman, P., Ilmakunnas, P., & Johansson, E. (2011). Job security and employee well-being: Evidence from matched survey and register data. Labor Economics, 18, 547–554.CrossRefGoogle Scholar
  11. Bonin, H., Dohmen, T., Falk, A., Huffman, D., & Sunde, U. (2007). Cross-sectional earnings risk and occupational sorting: The role of risk attitudes. Labour Economics, 14(6), 926–937.CrossRefGoogle Scholar
  12. Brunello, G. (2002). Absolute risk aversion and the returns to education. Economics of Education Review, 21(6), 635–640.CrossRefGoogle Scholar
  13. Camerer, C., & Webber, M. (1992). Recent developments in modeling preferences: Uncertainty and ambiguity. Journal of Risk and Uncertainty, 5, 325–370.CrossRefGoogle Scholar
  14. Cardoso, A. R., Loviglio, A., & Piemontese, L. (2016). Misperceptions of unemployment and individual labor market outcomes. IZA Journal of Labor Policy, 5, 13.CrossRefGoogle Scholar
  15. Chung, H., Bekker, S., & Houwing, H. (2012). “Young people and the post-recession labour market in the context of Europe 2020. Transfer European Review of Labour and Research, 18(3), 299–315.CrossRefGoogle Scholar
  16. Clark, A., & Postel-Vinay, F. (2009). Job security and job protection. Oxford Economic Papers, 61(2), 207–239.CrossRefGoogle Scholar
  17. Davoine, L., Erhel, C., & Guergoat-Larivìere, M. (2008). A taxonomy of European labour markets using quality indicators. Final report for the European Com-mission. Rapport de recherche du Centre d’Etudes de l’Emploi n 45.Google Scholar
  18. De Weerdt, J. (2005). Measuring risk perceptions: Why and how. World Bank Social Protection Discussion Paper No. 0533Google Scholar
  19. Delavande, A., Gine, X., & McKenzie, D. (2011). Measuring subjective expectations in developing countries: A critical review and new evidence. Journal of Development Economics, 94, 151–163.CrossRefGoogle Scholar
  20. Delavande, A., & Rohwedder, S. (2008). Eliciting subjective probabilities in internet surveys. Public Opinion Quarterly, 72(5), 866–891.CrossRefGoogle Scholar
  21. Ding, X., Joop, H., & Yuze, S. (2010). Can we measure individual risk attitudes in a survey? IZA Discussion Papers 4807, Institute for the Study of Labor (IZA).Google Scholar
  22. Dolado, J. J. (Ed.). (2015). No Country for young people? Youth labour market problems in Europe. London: CEPR Press.Google Scholar
  23. Dominitz, J., & Manski, C. F. (1996). Eliciting student expectations of the returns to schooling. Journal of Human Resources. Scholar
  24. Dominitz, J., & Manski, C. F. (1997a). Using expectations data to study subjective income expectations. Journal of the American Statistical Association, 92, 855–867.CrossRefGoogle Scholar
  25. Dominitz, J., & Manski, C. F. (1997b). Perceptions of economic insecurity: Evidence from the survey of economic expectations. Public Opinion Quarterly, 61, 261–287.CrossRefGoogle Scholar
  26. European Commission. (2016). Employment and social developments in Europe. Annual Review 2016. European Commission Directorate-General for Employment, Social Affairs and Inclusion.Google Scholar
  27. Fairlie, R. W., & Kletzer, L. G. (2003). The long-term costs of job displacement among young workers. Industrial and Labor Relations Review, 56(4), 682–698.CrossRefGoogle Scholar
  28. Giustinelli, P, Manski, C. F., & Molinari, F. (2018). Tail and center rounding of probabilistic expectations in the health and retirement study. NBER Working Paper 24559.Google Scholar
  29. Goldsmith, A. H., Veum, J. R., & Darity, W. (1996). The impact of labor force history on self-esteem and its component parts, anxiety, alienation and depression. Journal of Economic Psychology, 17(2), 183–220.CrossRefGoogle Scholar
  30. Gottschalk, P., & Moffitt, R. (1999). Changes in job instability and insecurity using monthly survey data. Journal of Labor Economics, 17(S4), S91–S126.CrossRefGoogle Scholar
  31. Gregg, P. A., & Tominey, E. (2005). The wage scar from male youth unemployment. Labour Economics, 12, 487–509.CrossRefGoogle Scholar
  32. Guiso, L., Jappelli, T., & Pistaferri, L. (2002). An empirical analysis of earnings and employment risk. Journal of Business and Economic Statistics, 20(2), 241–253.CrossRefGoogle Scholar
  33. Guiso, L., & Paiella, M. (2005). The role of risk aversion in predicting individual behaviour. Bank of Italy Economic Working Paper No. 546.Google Scholar
  34. Hammarström, A., & Janlert, U. (1997). Nervous and depressive symptoms in a longitudinal study of youth unemployment: Selection or exposure? Journal of Adolescence, 20(3), 293–305.CrossRefGoogle Scholar
  35. International Labour Organization. (2014). Global employment trends 2014: Risk of a jobless recovery?. Geneva: ILO.Google Scholar
  36. Istituto per lo Sviluppo della Formazione Professionale dei Lavoratori (ISFOL). (2014). Rapporto di Monitoraggio del Mercato del Lavoro 2014.Google Scholar
  37. Italian National Institute of Statistics. (2013). Rapporto annuale 2013–La situazione del Paese. Rome: Istat.Google Scholar
  38. Kim, T., & von dem Knesebeck, O. (2015). Is an insecure job better for health than having no job at all? A systematic review of studies investigating the health-related risks of both job insecurity and unemployment. BMC Public Health, 15, 985.CrossRefGoogle Scholar
  39. Lillard, L. A., & Willis, R. J. (2002). Cognition and wealth: The importance of probabilistic thinking. Michigan Retirement Research Center Research Paper Number 2001-007Google Scholar
  40. Lippman, S., & McCall, J. (1976). The economics of job search: A survey. Economic Inquiry, 14, 155–189.CrossRefGoogle Scholar
  41. Loveless, M., & Binelli, C. (2018). Economic expectations and satisfaction with democracy: Evidence from Italy. Forthcoming Government and Opposition. Scholar
  42. Manski, C. F. (2004). Measuring expectations. Econometrica, 72(5), 1329–1376.CrossRefGoogle Scholar
  43. Manski, C. F. (2017). Survey measurement of probabilistic macroeconomic expectations: Progress and promise. National Bureau of Economic Research Working Paper 23418Google Scholar
  44. Manski, C. F., & Molinari, F. (2010). Rounding probabilistic expectations in surveys. Journal of Business and Economic Statistics, 28(2), 219–231. Scholar
  45. Manski, C. F., & Straub, J. D. (2000). Worker perceptions of job insecurity in the mid-1990s: Evidence from the survey of economic expectations. Journal of Human Resources, 35(3), 447–479.CrossRefGoogle Scholar
  46. Martin, J. P., Scarpetta, S. (2011). Setting it right: Employment protection, labour reallocation and productivity, Bonn. IZA Policy Paper No. 25Google Scholar
  47. Mortensen, D. (1986). Job search and labor market analysis. In O. Ashenfelter & R. Layard (Eds.), Handbook of labor economics (pp. 849–919). Amsterdam: North-Holland.CrossRefGoogle Scholar
  48. Origo, F., & Pagani, L. (2009). Flexicurity and job satisfaction in Europe: The importance of perceived and actual job stability for well-being at work. Labour Economics, 16, 547–555.CrossRefGoogle Scholar
  49. Pellegrino, B., & Zingales, L. (2017). Diagnosing the Italian disease. NBER Working Paper No. 23964.Google Scholar
  50. Pissarides, C. A. (1974). Risk, job search, and income distribution. Journal of Political Economy, 82(6), 1255–1267.CrossRefGoogle Scholar
  51. Schmid, G., & Wagner, J. (2017). Managing social risks of non-standard employment in Europe. Conditions of Work and Employment Series No. 91, International Labour Office, Geneva.Google Scholar
  52. Sverke, M., Hellgren, J., & Näswall, K. (2006). Job insecurity: A literature review. Report No. 1:2006, SALTSA, Stockholm, Sweden.Google Scholar
  53. Theodossiou, I., & Vasileiou, E. (2007). Making the risk of job loss a way of life: Does it affect job satisfaction? Research in Economics, 61(2), 71–83.CrossRefGoogle Scholar

Copyright information

© Springer Nature B.V. 2019

Authors and Affiliations

  1. 1.Economics DepartmentUniversity of Milano-BicoccaMilanItaly
  2. 2.Center for Research and Social ProgressPonte dell′OlioItaly

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