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Health-related non-response in the BHPS and ECHP: using inverse probability weighted estimators in nonlinear models

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Author Info
Andrew M Jones
Xander Koolman
Nigel Rice

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Abstract

This paper considers health-related non-response in the first eleven waves of the British Household Panel Survey (BHPS) and the full eight waves of the European Community Household Panel (ECHP) and explores its consequences for dynamic models of the association between socioeconomic status and self-assessed health (SAH). We describe the pattern of health-related non-response revealed by the BHPS and ECHP data. We both test and correct for non-response in empirical models of the impact of socioeconomic status on self-assessed health. Descriptive evidence shows that there is health-related non-response in the data, with those in very poor initial health more likely to drop out, and variable addition tests provide evidence of nonresponse bias in the panel data models of SAH. Nevertheless a comparison of estimates - based on the balanced sample, the unbalanced sample and corrected for non-response using inverse probability weights (IPW) – shows that, on the whole, there are not substantive differences in the average partial effects (APE) of the variables of interest. The main differences are between unweighted and one form of IPW-weighted estimates for the APE of income and education in those countries that have fewer than eight waves of data. Similar findings have been reported concerning the limited influence of non-response bias in models of various labour market outcomes; we discuss possible explanations for our results.

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Publisher Info
Paper provided by HEDG, c/o Department of Economics, University of York in its series Health, Econometrics and Data Group (HEDG) Working Papers with number 05/05.

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Date of creation: Jun 2005
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Handle: RePEc:yor:hectdg:05/05

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Related research
Keywords: Self-assessed health; attrition; non-response; non-participation; selection on observables; inverse probability weighting; BHPS; ECHP;

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  1. Nigel Rice & Jennifer Roberts & Andrew M. Jones, 2007. "Sick of work or too sick to work? Evidence on health shocks and early retirement from the BHPS," Working Papers 2007002, The University of Sheffield, Department of Economics, revised Jan 2007. [Downloadable!]
    Other versions:
  2. Roberts, J & Rice, N & Jones, A.M, 2008. "Early retirement and inequality in Britain and Germany: How important is health?," Health, Econometrics and Data Group (HEDG) Working Papers 08/27, HEDG, c/o Department of Economics, University of York. [Downloadable!]
    Other versions:
  3. Jaume Garcia Villar & Climent Quintana-Domeque, 2006. "Income and Body Mass Index in Europe," Economics Working Papers 1001, Department of Economics and Business, Universitat Pompeu Fabra, revised May 2008. [Downloadable!]
    Other versions:
  4. Sergio Destefanis & Vania Sena, 2006. "Health, Capabilities and Functionings: An Empirical Analysis for the UK," CSEF Working Papers 151, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy. [Downloadable!]
  5. Pascual Sáez, Marta & Cantarero Prieto, David, 2007. "Características socio-económicas de las personas con discapacidad en España: un estudio empírico/Socio-Economic Characteristics of People with Disabilities in Spain: an Empirical Study," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 25, pages 817 - 23 , Diciembre. [Downloadable!] (restricted)
  6. Marta Pascual & David Cantarero, 2005. "Health And Socio-Economic Inequalities In The European Union," ERSA conference papers ersa05p555, European Regional Science Association. [Downloadable!]
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