Measurement of Latent Variables With Different Rating Scales: Testing Reliability and Measurement Equivalence by Varying the Verbalization and Number of Categories
Research output: Contribution to journal › Research article › Contributed › peer-review
Contributors
Abstract
Effects of rating scale forms on cross-sectional reliability and measurement equivalence were investigated. A randomized experimental design was implemented, varying category labels and number of categories. The participants were 800 students at two German universities. In contrast to previous research, reliability assessment method was used, which relies on the congeneric measurement model. The experimental manipulation had differential effects on the reliability scores and measurement equivalence. Attitude strength seems to be a relevant moderator variable, which influences measurement equivalence. Overall, the results show that measurement quality is influenced by rating scale forms. Results are discussed in terms of their implications for latent variables measurement.
Details
Original language | English |
---|---|
Pages (from-to) | 678-699 |
Number of pages | 22 |
Journal | Sociological Methods & Research |
Volume | 45 |
Issue number | 4 |
Publication status | Published - Nov 2016 |
Peer-reviewed | Yes |
External IDs
Scopus | 84990215125 |
---|---|
ORCID | /0000-0003-1106-474X/work/151436716 |
Keywords
Keywords
- Attitude strength, Labeling, Measurement invariance, Number of categories, Reliability