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An explanation of the occupational and educational structure of employment by means of multinomial logit

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  • Peeters, H.M.M.

Abstract

The fixed coefficient manpower requirements approach provides information on shifts in the occupational and educational structure of employment over time, but neglects the substitution between the various occupations and educational groups. In this study shifts in the structure of 83 occupations within 21 branches of industry in the Netherlands from 1981 to 1985 are explained by past occupational structures and technological developments. Besides, the educational structures according to 58 educational groups within the occurring combinations of the 83 occupational classes and 21 branches of industry in the Netherlands from 1981 to 1985 are explained by past educational structures, technological developments and the skill structure of labour supply. The explanation of both employment structures are carried out by means of multinomial logit.

Suggested Citation

  • Peeters, H.M.M., 1990. "An explanation of the occupational and educational structure of employment by means of multinomial logit," MPRA Paper 23615, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:23615
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    References listed on IDEAS

    as
    1. de Grip, A. & Heijke, J.A.M. & Dekker, R., 1989. "The labour market by education and occupation in 1992," ROA Report 8E, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    2. Dekker, R. & de Grip, A. & Heijke, J.A.M., 1988. "An explanation of the occupational structure of sectors of industry," ROA Working Paper 2E, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    3. Richard B. Freeman, 1980. "An Empirical Analysis of the Fixed Coefficient "Manpower Requirements" Model, 1960-1970," Journal of Human Resources, University of Wisconsin Press, vol. 15(2), pages 176-199.
    4. Groot, L.F.M. & Heijke, J.A.M., 1989. "Een verklaring van arbeidsduur en deeltijdarbeid naar beroep en bedrijfstak," ROA Working Paper 002, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    5. Parks, Richard W., 1980. "On the estimation of multinomial logit models from relative frequency data," Journal of Econometrics, Elsevier, vol. 13(3), pages 293-303, August.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    labour market; education; occupation; multinomial logit;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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