Scandinavian Working Papers in Business Administration

Working Papers,
Örebro University, School of Business

No 2004:13: Nonresponse bias for some common estimators and its change over time in the data collection process

Sara Tångdahl
Additional contact information
Sara Tångdahl: Department of Business, Economics, Statistics and Informatics, Postal: Örebro University, Department of Business, Economics, Statistics and Informatics, SE - 701 82 ÖREBRO, Sweden

Abstract: In most surveys, the risk of nonresponse is a factor taken into account at the planning stage. Commonly, resources are set aside for a follow-up procedure which aims at reducing the nonresponse rate. However, we should pay attention to the effect of nonresponse, rather than the nonresponse rate itself.

When considering nonresponse error, i.e. bias and variance, it is not obvious that the resources spent on nonresponse rate reduction efforts are time and money well spent. In this paper we address this issue, focusing on the effect of follow-ups on nonresponse bias. The nonresponse biases for some common estimators are derived, and the change in bias for these estimators is studied under a setup that allows us to take into account the data collection process, and follow-up efforts in particular.

Keywords: nonresponse bias; follow-ups; response; distribution; RHG model; calibration

JEL-codes: C13

37 pages, October 29, 2004

Price: 120

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