The continuous sample of working livesimproving its representativeness

  1. Juan Manuel Pérez-Salamero González 1
  2. Marta Regúlez-Castillo 2
  3. Carlos Vidal-Meliá 1
  1. 1 Universitat de València
    info

    Universitat de València

    Valencia, España

    ROR https://ror.org/043nxc105

  2. 2 Universidad del País Vasco/Euskal Herriko Unibertsitatea
    info

    Universidad del País Vasco/Euskal Herriko Unibertsitatea

    Lejona, España

    ROR https://ror.org/000xsnr85

Revista:
SERIEs : Journal of the Spanish Economic Association

ISSN: 1869-4195

Año de publicación: 2017

Volumen: 8

Número: 1

Páginas: 43-95

Tipo: Artículo

DOI: 10.1007/S13209-017-0154-0 DIALNET GOOGLE SCHOLAR lock_openAcceso abierto editor

Otras publicaciones en: SERIEs : Journal of the Spanish Economic Association

Objetivos de desarrollo sostenible

Resumen

This paper studies the representativeness of the Continuous Sample of Working Lives (CSWL), a set of anonymized microdata containing information on individuals from Spanish Social Security records. We examine several CSWL waves (2005–2013) and show that it is not representative for the population with a pension income. We then develop a methodology to draw a large dataset from the CSWL that is much more representative of the retired population in terms of pension type, gender and age. This procedure also makes it possible for users to choose between goodness of fit and subsample size. In order to illustrate the practical significance of our methodology, the paper also contains an application in which we generate a large subsample distribution from the 2010 CSWL. The results are striking: with a very small reduction in the size of the original CSWL, we significantly reduce errors in estimating pension expenditure for 2010, with a p value greater or equal to 0.999.

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