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Measurement Error and Data Collection Methods: Effects on Estimates from Event History Data

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Author Info
Jäckle A () (Institute for Social and Economic Research)

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Abstract

Data on income sources collected in panel surveys typically display a concentration of transitions at the seam between waves of data collection. This concentration is caused by constant wave response (reporting receipt for ‘all’ or ‘none’ of the months in the reference period) and wave under-reporting (reporting receipt in some but not all relevant waves). The resulting ‘seam effect’ is likely to lead to errors in estimated durations of benefit receipt, attenuation of the estimated effects of explanatory factors on conditional exit probabilities and biases in estimated duration dependence. Little is however known about the nature of errors in histories from panel data, or about their effect on estimates. This paper uses benefit histories from survey reports and matched administrative records covering a four-year period to assess the extent of bias in key estimates, such as the distribution of spell lengths, their determinants and duration dependence. The paper also evaluates the effectiveness at reducing bias of dependent interviewing techniques, where information collected in a previous interview is used to remind the respondent of sources reported previously, or to verify that sources no longer reported have truly ended.

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File URL: http://www.iser.essex.ac.uk/publications/working-papers/iser/2008-13.pdf
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Paper provided by Institute for Social and Economic Research in its series ISER working papers with number 2008-13.

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Length: 38
Date of creation: 02 Apr 2008
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Publication status: published
Handle: RePEc:ese:iserwp:2008-13

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Postal: Publications Office, Institute for Social and Economic Research, University of Essex, Wivenhoe Park, Colchester, Essex CO4 3SQ UK
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Web page: http://www.iser.essex.ac.uk/

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Postal: Publications Office, Institute for Social and Economic Research, University of Essex, Wivenhoe Park, Colchester, Essex CO4 3SQ UK
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