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The regionalization of labour markets by modelling commuting behaviour

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Frank Cörvers ()
Maud Hensen ()

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Abstract

There hardly exists any country in which regional employment issues do not play an important role in economic planning or policy making. The need for models to carry out policy analyses in this field of research is evident. In order to analyse regional labour markets administratively defined areas are usually taken as units of analysis. On the one hand, labour market policies targeted on these administratively defined areas may be less effective if the administrative boundaries do not follow functionally linked labour market areas. On the other hand, it may be very difficult for local planning authorities to set policy goals with regard to another subdivision of areas than the administrative subdivision. Therefore it is important for policy makers at the regional level to be aware of the functional interdependencies between regions, in particular when these regions are not functional regional labour markets. In our paper we subdivide functional regional labour markets by modelling the commuting behaviour of workers in the Netherlands. For a better understanding of regional labour markets and their dynamics, commuting behaviour of workers is analysed by using the distance travelled from home to work (see Isserman et al., 1986). The commuting decision depends on workers’ background characteristics like age, sex, education, income or region-specific variables. By analysing the impact of these determinants on commuting, we are able to compare the average commuter of a country, in our case the Netherlands, with the commuters at the municipality level. By taking a closer look at the commuters at the municipality level, we find municipalities in which commuters act significantly different from the average commuter. These differences in commuting behaviour at the municipality level give an impression of the relative labour market attractiveness of the municipalities and thereby of the ratio between labour demand and supply in regions. We use these differences in commuting behaviour to regionalize the labour market. Although many studies have analysed commuting behaviour, a regionalization of labour markets with respect to different groups of workers has rarely been made. In the paper commuting flows of different groups of workers are used to subdivide the national labour market into functional regional labour markets. Contrary to earlier research (for example Green et al. 1991), we prevent to use arbitrarily chosen cut-off points to regionalize the labour market. Instead, we model the commuting behaviour of individual workers and use statistical criteria to subdivide regional labour markets (see also Baumann et al. 1996). Moreover, we show that the resulting regionalization of the labour market strongly depends on the group of individual workers concerned in the analysis. For example, it is shown that workers travel on average 21,5 kilometres for the home-to-work journey and that this distance increases with the educational level of the commuters. Therefore the regional labour market for workers with a high level of education is relatively large. To perform our empirical analysis we use journey-to-work data from Statistics Netherlands (CBS, 2001).

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Paper provided by European Regional Science Association in its series ERSA conference papers with number ersa03p199.

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Date of creation: Aug 2003
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Handle: RePEc:wiw:wiwrsa:ersa03p199

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  1. van den Berg, Gerard J & Gorter, Cees, 1997. "Job Search and Commuting Time," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(2), pages 269-81, April.
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  2. Starrett, David, 1978. "Market allocations of location choice in a model with free mobility," Journal of Economic Theory, Elsevier, vol. 17(1), pages 21-37, February. [Downloadable!] (restricted)
  3. Jackman, Richard & Savouri, Savvas, 1992. "Regional Migration versus Regional Commuting: The Identification of Housing and Employment Flows," Scottish Journal of Political Economy, Scottish Economic Society, vol. 39(3), pages 272-87, August.
  4. Bartel, Ann P, 1979. "The Migration Decision: What Role Does Job Mobility Play?," American Economic Review, American Economic Association, vol. 69(5), pages 775-86, December. [Downloadable!] (restricted)
  5. J. M. Casado-Díaz, 2000. "Local Labour Market Areas in Spain: A Case Study," Regional Studies, Taylor and Francis Journals, vol. 34(9), pages 843-856, December. [Downloadable!] (restricted)
  6. Richard Jackman & S Savouri, 1992. "Regional Migration versus Regional Commuting: The Identification of Housing and Employment Flows," CEP Discussion Papers dp0057, Centre for Economic Performance, LSE.
  7. Schwanen, Tim & Dijst, Martin, 2002. "Travel-time ratios for visits to the workplace: the relationship between commuting time and work duration," Transportation Research Part A: Policy and Practice, Elsevier, vol. 36(7), pages 573-592, August. [Downloadable!] (restricted)
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  1. Wouter Vermeulen, 2005. "Regional disparities in a small country? An assessment of the regional dimension to the Dutch labour market on the basis of regional unemployment and participation differentials," ERSA conference papers ersa05p207, European Regional Science Association. [Downloadable!]
  2. Wouter Vermeulen, 2006. "Regional disparities in a small country? An analysis of regional unemployment and participation differentials in the Netherlands from 1975 to 2003," CPB Documents 113, CPB Netherlands Bureau for Economic Policy Analysis. [Downloadable!]
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