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FINDOUT: Using Either SPSS Commands or Graphical User Interface to Identify Influential Cases in Structural Equation Modeling in AMOS
Cheung, Shu Fai; Pesigan, Ivan Jacob Agaloos
2023-01-05
Source PublicationMultivariate Behavioral Research
ISSN0027-3171
Volume58Issue:5Pages:964-968
Abstract

The results in a structural equation modeling (SEM) analysis can be influenced by just a few observations, called influential cases. Tools have been developed for users of R to identify them. However, similar tools are not available for AMOS, which is also a popular SEM software package. We introduce the FINDOUT toolset, a group of SPSS extension commands, and an AMOS plugin, to identify influential cases and examine how these cases influence the results. The SPSS commands can be used either as syntax commands or as custom dialogs from pull-down menus, and the AMOS plugin can be run from AMOS pull-down menu. We believe these tools can help researchers to examine the robustness of their findings to influential cases.

KeywordAmos Influential Cases Outliers Sensitivity Analysis Spss Structural Equation Modeling
DOI10.1080/00273171.2022.2148089
URLView the original
Indexed BySCIE ; SSCI
Language英語English
WOS Research AreaMathematics ; Mathematical Methods In Social Sciences ; Psychology
WOS SubjectMathematics, Interdisciplinary Applications ; Social Sciences, Mathematical Methods ; Psychology, Experimental ; Statistics & Probability
WOS IDWOS:000908000500001
PublisherROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD, 2-4 PARK SQUARE, MILTON PARK, ABINGDON OX14 4RN, OXON, ENGLAND
Scopus ID2-s2.0-85145849603
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Document TypeJournal article
CollectionFaculty of Social Sciences
DEPARTMENT OF PSYCHOLOGY
Corresponding AuthorCheung, Shu Fai
AffiliationDepartment of Psychology, University of Macau, Macao
First Author AffilicationUniversity of Macau
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Cheung, Shu Fai,Pesigan, Ivan Jacob Agaloos. FINDOUT: Using Either SPSS Commands or Graphical User Interface to Identify Influential Cases in Structural Equation Modeling in AMOS[J]. Multivariate Behavioral Research, 2023, 58(5), 964-968.
APA Cheung, Shu Fai., & Pesigan, Ivan Jacob Agaloos (2023). FINDOUT: Using Either SPSS Commands or Graphical User Interface to Identify Influential Cases in Structural Equation Modeling in AMOS. Multivariate Behavioral Research, 58(5), 964-968.
MLA Cheung, Shu Fai,et al."FINDOUT: Using Either SPSS Commands or Graphical User Interface to Identify Influential Cases in Structural Equation Modeling in AMOS".Multivariate Behavioral Research 58.5(2023):964-968.
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