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Inclusion of Careless Respondents on Factor Analytic Results: Investigation with Real Data
Kam, C.; Meyer, J. P.
2014-04-03
Source PublicationAERA 2014 Annual Meeting
AbstractPrevious researchers have examined the role of careless responding on factor analytic results with simulated data, although investigations with actual data were rare and incomplete. The present study uses real data to examine how careless responding may affect the factor structure of a construct. Our results showed that a two-factor structure of a construct was more apparent among careless respondents than among careful respondents. Based on our results, we recommend researchers to use a dedicated measure to identify and exclude careless respondents before their data analysis.
Keywordcareless responding Factor Analysis
Language英語English
The Source to ArticlePB_Publication
PUB ID11832
Document TypeConference paper
CollectionFaculty of Education
Corresponding AuthorKam, C.
Recommended Citation
GB/T 7714
Kam, C.,Meyer, J. P.. Inclusion of Careless Respondents on Factor Analytic Results: Investigation with Real Data[C], 2014.
APA Kam, C.., & Meyer, J. P. (2014). Inclusion of Careless Respondents on Factor Analytic Results: Investigation with Real Data. AERA 2014 Annual Meeting.
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