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To Claim or Not to Claim : Estimating Non-take-up of Social Assistance in Germany and the Role of Measurement Error

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Author Info
Joachim R. Frick
Olaf Groh-Samberg

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Abstract

Using representative micro data from the German Socio-Economic Panel Study (SOEP) for the year 2002, we analyse non-take-up behaviour of Social Assistance (SA) in Germany. According to our simulation as much as 67 percent of the eligible population did not claim SA in that year which is slightly higher than reported in previous work. We particularly emphasize the role of measurement error in estimating non-take-up. First, we consider misspecifications of the simulation model due, e.g., to households claiming to have received SA although not simulated as eligible ("beta-error"). Second, we employ sensitivity analyses revealing the impact of measurement errors in reported household income and wealth as well as in simulated needs. Misreported household incomes appear to have the greatest impact on the estimated non-take-up rates, as shown in Monte-Carlo-type simulations. Regression analysis of the potential determinants of non-take-up behaviour confirm that rational motives - i.e., the expected net utility from claiming - as well as stigma and other barriers play a crucial role in explaining the puzzle of large non-take-up rates of SA.

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Paper provided by DIW Berlin, German Institute for Economic Research in its series Discussion Papers of DIW Berlin with number 734.

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Length: 45 p.
Date of creation: 2007
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Handle: RePEc:diw:diwwpp:dp734

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Related research
Keywords: Non-take-up social assistance measurement error microsimulation SOEP

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Find related papers by JEL classification:
I38 - Health, Education, and Welfare - - Welfare and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis
C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Statistical Simulation Methods

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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. Riphahn, Regina T., 2000. "Rational Poverty or Poor Rationality? The Take-up of Social Assistance Benefits," IZA Discussion Papers 124, Institute for the Study of Labor (IZA). [Downloadable!]
  2. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) : Scope, Evolution and Enhancements," SOEPpapers 1, DIW Berlin, The German Socio-Economic Panel (SOEP). [Downloadable!]
  3. Hilke Almut Kayser & Joachim R. Frick, 2000. "Take It or Leave It : (Non-) Take-up Behavior of Social Assistance in Germany," Discussion Papers of DIW Berlin 210, DIW Berlin, German Institute for Economic Research. [Downloadable!]
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