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Modelling Replacement Demand: A Random Coefficient Approach

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Author Info
Willems,E (ROA rm)
Abstract

Replacement demand due to regular and early retirement, disablement, temporary withdrawals of women owing to birth and child raising, et cetera, constitutes an important element of the future demand for newcomers on the labour market. It is, however, often neglected in manpower forecasting studies. In this paper, we develop a flow model with which we can forecast the replacement demand at a detailed level of types of education. The essential element of the model is the determination of the yearly outflow coefficients for each type of education, distinguished by age category and gender. Instead of applying a fixed coefficient approach (Willems and De Grip (1993), we will introduce the random coefficient estimation technique in the model. This technique takes the reliability of the flow coefficients explicitly into account. If a specific flow coefficient is unreliable, the random coefficient estimate will tend towards the mean value for that age category over the types of education. This means that ad hoc corrections based on judgmental forecasting can be considerably reduced. Moreover, it will be shown that the random coefficient estimates of labour market outflow are more reliable than the estimates of the Willems/De Grip model.

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Publisher Info
Paper provided by Maastricht : ROA, Research Centre for Education and the Labour Market in its series Research Memoranda with number 002.

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Date of creation: 1999
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Handle: RePEc:dgr:umaror:1999002

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Keywords: labour market entry;

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Heijke,H. & Matheeuwsen,A. & Willems,E., 1998. "Clustering Educational Categories in a Heterogeneous Labour Market," Research Memoranda 002, Maastricht : ROA, Research Centre for Education and the Labour Market. [Downloadable!]
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  2. Willems,E., 1996. "Manpower Forecasting and Modelling Replacement Demand: An Overview," Working Papers 004, Maastricht : ROA,Research Centre for Education and the Labour Market. [Downloadable!]
  3. Willems, E. J. T. A. & de Grip, A., 1993. "Forecasting replacement demand by occupation and education," International Journal of Forecasting, Elsevier, vol. 9(2), pages 173-185, August. [Downloadable!] (restricted)
  4. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, vol. 38(2), pages 311-23, March. [Downloadable!] (restricted)
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This page was last updated on 2009-12-30.


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