James Wagner photo

The Fraction of Missing Information as a Tool for Monitoring the Quality of Survey Data

Publication Abstract

Wagner, James. 2010. "The Fraction of Missing Information as a Tool for Monitoring the Quality of Survey Data." Public Opinion Quarterly, 74(2): 223-243.

The response rate has been a longstanding indicator of the quality of survey data. Recent empirical research, however, has called into question the value of the response rate as a proxy indicator for nonresponse bias, which is the most damaging aspect of nonresponse. A new measure for the risk of nonresponse—the fraction of missing information (FMI)—is proposed as an alternative to the response rate. FMI was developed as part of the methods for handling missing data, and it measures the level of uncertainty about the values one would impute for current nonresponders. Developed as a tool for monitoring ongoing data collection, FMI can help researchers maximize the information in the final dataset. This article illustrates its application to telephone and face-to-face surveys.

10.1093/poq/nfq007

http://poq.oxfordjournals.org/cgi/content/full/nfq007v1?maxtoshow=&hits=10&RESULTFORMAT=&fulltext=wagner&searchid=1&FIRSTINDEX=0&resourcetype=HWCIT

Country of focus: United States of America.

Browse | Search | Books | Next

PSC In The News

RSS Feed icon

Mitchell notes challenge of long term epigenetic human study design around pregnancy risks

Morenoff details How COVID-19 is Impacting Detroit Residents

More News

Highlights

Bloome wins a 2020 William Julius Wilson Early Career Award from Inequality, Poverty, and Mobility section of the ASA

Pfeffer recognized with William Julius Wilson Early Career Award from Inequality, Poverty, and Mobility section of the ASA

More Highlights


Connect with PSC follow PSC on Twitter Like PSC on Facebook