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Immigration and Heterogeneous Labor in Western Germany: A Labor Market Classification Based on Nonparametric Estimation

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  • Puhani, Patrick A.
  • Frölich, Markus

Abstract

This paper presents a methodology to identify net demand shocks as well as wage rigidities in heterogeneous labor markets on the basis of nonparametric regression. We show how this approach can be used to make suggestions for immigration policy in economies with labor market rigidities. In an application to western Germany it is demonstrated that nonparametric regression is feasible in higher dimensions with only a few thousand observations. In sum, labor markets able to absorb immigrants are characterized by above average age and by professional occupations. On the other hand, labor markets for young workers in service occupations are identified to exhibit rising unemployment due to wage rigidities and are therefore not recommended for immigration.

Suggested Citation

  • Puhani, Patrick A. & Frölich, Markus, 2002. "Immigration and Heterogeneous Labor in Western Germany: A Labor Market Classification Based on Nonparametric Estimation," ZEW Discussion Papers 02-01, ZEW - Leibniz Centre for European Economic Research.
    • Handle: RePEc:zbw:zewdip:896
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    References listed on IDEAS

    as
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    More about this item

    Keywords

    wage; unemployment; migration; rigidity; nonparametric regression;
    All these keywords.

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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