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Status已發表Published
Careless responding threatens factor analytic results and construct validity of personality measure
Kam, C. S.
2019-06-14
Source PublicationFrontiers in Psychology
ISSNNil
Pages1258-1258
AbstractThe current research investigates the impact of careless responding on factorial analytic results and construct validity with real data. Results showed that inclusion of careless respondents in data analysis distorts factor loading pattern and hinders recovery of theoretical existing factors. Careless respondents also blur the distinction of theoretically distinct factors, resulting in higher inter-factor correlations. That careless responding may threaten convergent validity also receives limited support. Researchers are advised to exclude careless respondents before statistical analysis.
Keywordcareless responding insufficient effort responding factor analysis construct validity convergent validity discriminant validity
URLView the original
Language英語English
The Source to ArticlePB_Publication
PUB ID44633
Document TypeJournal article
CollectionUniversity of Macau
Recommended Citation
GB/T 7714
Kam, C. S.. Careless responding threatens factor analytic results and construct validity of personality measure[J]. Frontiers in Psychology, 2019, 1258-1258.
APA Kam, C. S..(2019). Careless responding threatens factor analytic results and construct validity of personality measure. Frontiers in Psychology, 1258-1258.
MLA Kam, C. S.."Careless responding threatens factor analytic results and construct validity of personality measure".Frontiers in Psychology (2019):1258-1258.
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