Susceptibility of data quality indicators to prevalence of low quality responses

• In Event: Process Data and Data Quality

Abstract

In this study, we examined the performance of the three most commonly used data quality indicators - maximum long string, intra-individual response variability, and Mahalanobis distance, in identifying low-quality responses (LQR) in the sample. We present the results of a simulation study that considered different types and prevalence of LQR.

Author

• Nivedita Bhaktha