Measuring Nonresponse Bias in a Cross-Country Enterprise Survey

Austrian Journal of Statistics

article

Katarzyna Bańkowska¹  Malgorzata Osiewicz¹  Sébastien Pérez-Duarte¹ 

[1] European Central Bank, Frankfurt am Main

关键词: business survey;    representativeness;    bias;    nonresponse;    R-indicators.;   

DOI  :  10.17713/ajs.v44i2.60

学科分类：医学（综合）

来源: Austrian Statistical Society

【 摘 要 】

Nonresponse is a common issue affecting the vast majority of surveys. Efforts to convince those unwilling to participate in a survey might not necessary result in a better picture of the target population and can lead to higher, not lower, nonresponse bias.We investigate the impact of non-response in the European Commission & European Central Bank Survey on the Access to Finance of Enterprises (SAFE), which collects evidence on the financing conditions faced by European SMEs compared with those of large firms. This survey, conducted by telephone bi-annually since 2009 by the ECB and the European Commission, provides a valuable means to search for this kind of bias, given the high heterogeneity of response propensities across countries.The study relies on so-called “Representativity Indicators” developed within the Representativity Indicators of Survey Quality (RISQ) project, which measure the distance to a fully representative response. On this basis, we examine the quality of the SAFE Survey at different stages of the fieldwork as well as across different survey waves and countries. The RISQ methodology relies on rich sampling frame information, which is however partly limited in the case of the SAFE. We also assess the representativeness of the SAFE particular subsample created by linking the survey responses with the companies’ financial information from a business register; this sub-sampling is another potential source of bias which we also attempt to quantify. Finally, we suggest possible ways how to improve monitoring of the possible nonresponse bias in the future rounds of the survey.

【 授权许可】

CC BY