Related Experiment Video
Updated: Jul 14, 2026

Using the Race Model Inequality to Quantify Behavioral Multisensory Integration Effects
Published on: May 10, 2019
Triangulating differential nonresponse by race in a telephone survey
Jessica T DeFrank1, J Michael Bowling, Barbara K Rimer
1Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Campus Box #7295, Chapel Hill, NC 27599-7295, USA. defrank@email.unc.edu
Introduction:
In 1994, the U.S. Department of Health and Human Services mandated sufficient inclusion of racial and ethnic minorities in all federally funded research. This mandate requires researchers to monitor study samples for research participation and differential survey nonresponse. This study illustrates methods to assess differential survey nonresponse when population race data are incomplete, which is often the case when studies are conducted among members of health plans.
Methods:
We collected data as part of the PRISM (Personally Relevant Information about Screening Mammography) study, a trial funded by the National Institutes of Health to increase rates of annual mammography adherence. We used two methods to estimate racial distribution of the PRISM study population. The first method, called E-Tech, estimated race of the sample frame by using individuals' names and zip codes. In the second method, we conducted interviews with a subsample of PRISM study refusals. We validated both estimation methods through comparisons with self-reported race. We used race information generated by E-Tech, interviewer estimates, and self-report to assess differential nonresponse in the PRISM study.
Results:
The E-Tech method had moderate sensitivity (48%) in estimating race of black participants but higher specificity (97%) and positive predictive value (71%). The interviewer-estimation method had high sensitivity (100%), high specificity (95%), and moderate positive predictive value (80%). Black women were less likely than white women to be reached for study participation.
Conclusion:
There was slight differential nonresponse by race in the PRISM study. Techniques described here may be useful for assessing differential nonresponse in samples with incomplete data on race.
Related Concept Videos
Surveys
Stratified Sampling Method
To choose a stratified sample, divide the population into groups called strata and then take a...
Adjusting a Traverse
Test for Homogeneity
Stereotypes, Prejudice, and Discrimination
Wilcoxon Signed-Ranks Test for Median of Single Population