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Is Earnings Nonresponse Ignorable?

[working paper]

Bollinger, Christopher R.; Hirsch, Barry T.

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Corporate Editor Rat für Sozial- und Wirtschaftsdaten (RatSWD)
Abstract "Earnings nonresponse in the Current Population Survey is roughly 30% in the monthly surveys and 20% in the annual March survey. Even if nonresponse is random, severe bias attaches to wage equation coefficient estimates on attributes not matched in the earnings imputation hot deck. If nonresponse is ignorable, unbiased estimates can be achieved by omitting imputed earners, yet little is known about whether or not CPS nonresponse is ignorable. Using sample frame measures to identify selection, we find clear-cut evidence among men but limited evidence among women for negative selection into response. Wage equation slope coefficients are affected little by selection but because of intercept shifts, wages for men and to a lesser extent women are understated, as are gender wage gaps. Selection is less severe among household heads/co-heads than among other household members." [author's abstract]
Keywords response behavior; trend; gender; estimation; selection; analysis; indicator; information; survey; research; data; private household; value analysis
Classification Social Sciences; Research Design; Methods and Techniques of Data Collection and Data Analysis, Statistical Methods, Computer Methods
Document language English
Publication Year 2010
City Berlin
Page/Pages 22 p.
Series RatSWD Working Paper Series, 165
Status Published Version
Licence Deposit Licence - No Redistribution, No Modifications
data provider This metadata entry was indexed by the Special Subject Collection Social Sciences, USB Cologne