Residential College | false |
Status | 已發表Published |
Testing the nonlinearity assumption underlying the use of reverse-keyed items: A Logical Response Perspective | |
Kam Chun Seng1; John P. Meyer2 | |
2022-07 | |
Source Publication | ASSESSMENT |
ISSN | 1073-1911 |
Volume | 30Issue:5Pages:1569-1589 |
Abstract | Researchers often assume a strong, linear relationship between regular- and reverse-keyed items, with responses on regular-keyed items (e.g., agree) perfectly mirroring those on reverse-keyed items (e.g., disagree). The current research challenges this received view and propounds a possible nonlinear relationship, partly due to the logical tendency of midlevel respondents to disagree with both types of items. In four examples (reported human height, job satisfaction, positive-negative affect, and self-esteem; total N = 50,544), a nonlinear model consistently explained additional item variance beyond a linear model. We further demonstrate that this relationship is moderated by item characteristics such as item extremity (job satisfaction) and item softening (self-esteem). Suboptimal modeling of the relationship may result in the apparent bidmensionality of a construct that characterizes regular- and reverse-keyed items as separate factors. User-friendly syntax for the examination of nonlinearity is provided to enhance the accessibility of the procedure. |
Keyword | Factor Analysis Method Nonlinearity Reverse-keyed Items |
DOI | 10.1177/10731911221106775 |
URL | View the original |
Indexed By | SSCI |
WOS Research Area | Psychology |
WOS Subject | Psychology, Clinical |
WOS ID | WOS:000823177200001 |
Scopus ID | 2-s2.0-85134260894 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Education |
Corresponding Author | Kam Chun Seng |
Affiliation | 1.University of Macau 2.University of Western Ontario |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Kam Chun Seng,John P. Meyer. Testing the nonlinearity assumption underlying the use of reverse-keyed items: A Logical Response Perspective[J]. ASSESSMENT, 2022, 30(5), 1569-1589. |
APA | Kam Chun Seng., & John P. Meyer (2022). Testing the nonlinearity assumption underlying the use of reverse-keyed items: A Logical Response Perspective. ASSESSMENT, 30(5), 1569-1589. |
MLA | Kam Chun Seng,et al."Testing the nonlinearity assumption underlying the use of reverse-keyed items: A Logical Response Perspective".ASSESSMENT 30.5(2022):1569-1589. |
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