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Article: A Direct Estimation Method on Analyzing Ipsative Data With Chan and Bentlers (1993) Method
Title | A Direct Estimation Method on Analyzing Ipsative Data With Chan and Bentlers (1993) Method |
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Authors | |
Issue Date | 2004 |
Publisher | Lawrence Erlbaum Associates, Inc. The Journal's web site is located at http://www.leaonline.com/loi/sem |
Citation | Structural Equation Modeling, 2004, v. 11 n. 2, p. 217-243 How to Cite? |
Abstract | Ipsative data (individual scores subject to a constant-sum constraint), suggested to minimize response bias, are sometimes observed in behavioral sciences. Chan and Bentler (1993, 1996) proposed a method to analyze ipsative data in a single-group case. Cheung and Chan (2002) extended the method to multiple-group analysis. However, these methods require tedious procedures on formulating within- and between- group constraints and recovering the parameter estimates and their standard errors. A direct estimation method, which is equivalent to Chan and Bender's method with an alternative model specification, is proposed in this article. The 1st-order factor-analytic ipsative model in Chan and Bentler's method is reparameterized as a restricted 2nd-order factor-analytic model with fixed factor loading matrix reflecting the ipsative properties in the direct estimation method. The direct estimation method can be easily extended to test measurement invariance properties in multiple-group analysis. Issues related to ipsative models are also addressed. (PsycINFO Database Record (c) 2012 APA, all rights reserved) |
Persistent Identifier | http://hdl.handle.net/10722/224183 |
ISSN | 2023 Impact Factor: 2.5 2023 SCImago Journal Rankings: 3.647 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Cheung, MWL | - |
dc.date.accessioned | 2016-03-29T04:38:01Z | - |
dc.date.available | 2016-03-29T04:38:01Z | - |
dc.date.issued | 2004 | - |
dc.identifier.citation | Structural Equation Modeling, 2004, v. 11 n. 2, p. 217-243 | - |
dc.identifier.issn | 1070-5511 | - |
dc.identifier.uri | http://hdl.handle.net/10722/224183 | - |
dc.description.abstract | Ipsative data (individual scores subject to a constant-sum constraint), suggested to minimize response bias, are sometimes observed in behavioral sciences. Chan and Bentler (1993, 1996) proposed a method to analyze ipsative data in a single-group case. Cheung and Chan (2002) extended the method to multiple-group analysis. However, these methods require tedious procedures on formulating within- and between- group constraints and recovering the parameter estimates and their standard errors. A direct estimation method, which is equivalent to Chan and Bender's method with an alternative model specification, is proposed in this article. The 1st-order factor-analytic ipsative model in Chan and Bentler's method is reparameterized as a restricted 2nd-order factor-analytic model with fixed factor loading matrix reflecting the ipsative properties in the direct estimation method. The direct estimation method can be easily extended to test measurement invariance properties in multiple-group analysis. Issues related to ipsative models are also addressed. (PsycINFO Database Record (c) 2012 APA, all rights reserved) | - |
dc.language | eng | - |
dc.publisher | Lawrence Erlbaum Associates, Inc. The Journal's web site is located at http://www.leaonline.com/loi/sem | - |
dc.relation.ispartof | Structural Equation Modeling | - |
dc.rights | Preprint: This is an Author's Original Manuscript of an article published by Taylor & Francis Group in [JOURNAL TITLE] on [date of publication], available online: http://www.tandfonline.com/doi/abs/[Article DOI]. Postprint: This is an Accepted Manuscript of an article published by Taylor & Francis Group in [JOURNAL TITLE] on [date of publication], available online at: http://www.tandfonline.com/doi/abs/[Article DOI]. | - |
dc.title | A Direct Estimation Method on Analyzing Ipsative Data With Chan and Bentlers (1993) Method | - |
dc.type | Article | - |
dc.identifier.doi | 10.1207/s15328007sem1102_5 | - |
dc.identifier.scopus | eid_2-s2.0-2642554765 | - |
dc.identifier.hkuros | 89770 | - |
dc.identifier.volume | 11 | - |
dc.identifier.issue | 2 | - |
dc.identifier.spage | 217 | - |
dc.identifier.epage | 243 | - |
dc.identifier.isi | WOS:000221805000005 | - |
dc.publisher.place | United States | - |
dc.identifier.issnl | 1070-5511 | - |