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Shadow wages for the EU regions

Author

Listed:
  • Chiara Del Bo

    (Università degli Studi)

  • Massimo Florio

    (University of Milan)

  • Carlo Fiorio

    (University of Milan)

Abstract

The shadow wage is the social opportunity cost of labor. After reviewing earlier theoretical and empirical literature, we define four labor market conditions: fairly socially efficient (FSE), quasi-Keynesian unemployment (QKU), urban labor dualism (ULD) and rural labor dualism (RLD). We offer, for the first time to date, an empirical estimation of the shadow wages for the EU at regional (NUTS2) level. Our estimated values are in the form of conversion factors that translate actual observed real wages into shadow wages, as required by social cost-benefit analysis of investment projects under the Structural Funds of the EU. Our results are obtained with an empirical strategy that is easy to implement with aggregate data, differently from micro-data based approaches that are costly, project specific, and often difficult to be applied because of lack of data. We find that the conversion factor for the shadow wage rate is 0.998 in 29 FSE regions (mostly capital cities); 0.943 in 135 ULD regions (mostly in rich areas); 0.8005 in 74 QKU regions, and just 0.519 in 32 RLD regions. These findings point to high variability of labor markets in the EU and have important applications for project evaluation.

Suggested Citation

  • Chiara Del Bo & Massimo Florio & Carlo Fiorio, 2009. "Shadow wages for the EU regions," UNIMI - Research Papers in Economics, Business, and Statistics unimi-1090, Universitá degli Studi di Milano.
  • Handle: RePEc:bep:unimip:unimi-1090
    Note: oai:cdlib1:unimi-1090
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    References listed on IDEAS

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    1. Emmanuel Skoufias, 1994. "Using Shadow Wages to Estimate Labor Supply of Agricultural Households," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(2), pages 215-227.
    2. Massimo Florio, 2006. "Cost-benefit analysis and the European union cohesion fund: On the social cost of capital and labour," Regional Studies, Taylor & Francis Journals, vol. 40(2), pages 211-224.
    3. Christopher B. Barrett & Shane M. Sherlund & Akinwumi A. Adesina, 2008. "Shadow wages, allocative inefficiency, and labor supply in smallholder agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 38(1), pages 21-34, January.
    4. Brent, Robert J, 1991. "The Shadow Wage Rate and the Numbers Effect," Public Finance = Finances publiques, , vol. 46(2), pages 186-197.
    5. repec:bla:econom:v:40:y:1973:i:160:p:410-15 is not listed on IDEAS
    6. Marchand, M. & Mintz, J. & Pestieau, P., 1984. "Shadow pricing of labour and capital in an economy with unemployed labour," European Economic Review, Elsevier, vol. 25(2), pages 239-252, July.
    7. L. S. Wilson, 1993. "Regional Employment Subsidies and Migration," Canadian Journal of Economics, Canadian Economics Association, vol. 26(2), pages 366-379, May.
    8. Robin W. Boadway & Frank R. Flatters, 1981. "The Efficiency Basis for Regional Employment Policy," Canadian Journal of Economics, Canadian Economics Association, vol. 14(1), pages 58-77, February.
    9. Dreze, Jean & Stern, Nicholas, 1987. "The theory of cost-benefit analysis," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 2, chapter 14, pages 909-989, Elsevier.
    10. Srinivasan, T N & Bhagwati, Jagdish N, 1978. "Shadow Prices for Project Selection in the Presence of Distortions: Effective Rates of Protection and Domestic Resource Costs," Journal of Political Economy, University of Chicago Press, vol. 86(1), pages 97-116, February.
    11. Gupta, M R, 1986. "Shadow Wage Rate in a Dynamic Harris-Todaro Model," Oxford Economic Papers, Oxford University Press, vol. 38(1), pages 131-140, March.
    12. Johansson, Per-Olov, 1982. "Cost-benefit rules in general disequilibrium," Journal of Public Economics, Elsevier, vol. 18(1), pages 121-137, June.
    13. Sah, Raaj Kumar & Stiglitz, Joseph E., 1985. "The social cost of labor and project evaluation: A general approach," Journal of Public Economics, Elsevier, vol. 28(2), pages 135-163, November.
    14. Hanan G. Jacoby, 1993. "Shadow Wages and Peasant Family Labour Supply: An Econometric Application to the Peruvian Sierra," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(4), pages 903-921.
    15. Dreze, Jean & Stern, Nicholas, 1990. "Policy reform, shadow prices, and market prices," Journal of Public Economics, Elsevier, vol. 42(1), pages 1-45, June.
    16. David F. Burgess, 1989. "The Social Opportunity Cost of Capital in the Presence of Labour Market Distortions," Canadian Journal of Economics, Canadian Economics Association, vol. 22(2), pages 245-262, May.
    17. Roberts, Kevin W S, 1982. "Desirable Fiscal Policies under Keynesian Unemployment," Oxford Economic Papers, Oxford University Press, vol. 34(1), pages 1-22, March.
    18. Honohan, Patrick, 1998. "Key issues of Cost-Benefit Methodology for Irish Industrial Policy," Research Series, Economic and Social Research Institute (ESRI), number GRS172.
    19. Mazumdar, Dipak, 1976. "The Rural-Urban Wage Gap, Migration, and the Shadow Wage," Oxford Economic Papers, Oxford University Press, vol. 28(3), pages 406-425, November.
    20. M. Menon & F. Perali & F. Rosati, 2005. "The Shadow Wage of Child Labour: An Application to Nepal," UCW Working Paper 11, Understanding Children's Work (UCW Programme).
    21. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    22. Abdulai, Awudu & Regmi, Punya Prasad, 2000. "Estimating labor supply of farm households under nonseparability: empirical evidence from Nepal," Agricultural Economics, Blackwell, vol. 22(3), pages 309-320, April.
    23. repec:bla:econom:v:60:y:1993:i:240:p:443-63 is not listed on IDEAS
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    More about this item

    Keywords

    Shadow wage; project evaluation; EU regions;
    All these keywords.

    JEL classification:

    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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