
Hitting the Data Target
Statistics for the Social Sciences by Jennifer Miller
S1 · E8
Sep 14, 2025
30:09
Episode notes
Hi everybody, and welcome to our week 5 discussion of data quality! In this episode, we've really only got two major concepts to understand: reliability (aka consistency) and validity (aka accuracy). Of course, there are different ways to figure out our reliability (test-retest, interrater reliability, etc.) and validity (content, criterion, and construct) and we can certainly use SPSS to assist us with this... calculations like Cronbach's alpha are not something we should do by hand! What's most critical for this topic: get the general gist of these terms, understand how we can test or evaluate each quality measure, ...
Keywords
Data Quality
Reliability
Validity
Consistency
Accuracy
Test-Retest
Parallel Forms
Internal Consistency
Interrater Reliability
Content-Based Validity
Criterion-Based Validity
Construct-Based Validity