Understanding the limitations of global fit assessment in structural equation modeling
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The CFA results indicate a good model fit for students' knowledge, student-perceived value, and student-perceived cost.
“The results in Table 6 indicate a good model fit regarding students' knowledge, student-perceived value, and student-perceived cost with all less than 3 (Schermelleh-Engel et al., 2003), the root mean square error of approximation (RMSEA) all lower than 0.07 (Steiger, 2007) and standardized root mean square residual (SRMR) lower than 0.080 (Hu & Bentler, 1999).”
From An expectancy value theory (EVT) based instrument for measuring student perceptions of generative AI (2023) · cites this paper as Steiger, 2007
Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
Power analysis and determination of sample size for covariance structure modeling.
MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996) · Psychological Methods · doi:10.1037/1082-989x.1.2.130 · Cited by 10,418 · see citing works
A Reliability Coefficient for Maximum Likelihood Factor Analysis
Tucker, L. R., & Lewis, C. (1973) · Psychometrika · doi:10.1007/bf02291170 · Cited by 7,330 · see citing works
Structural equation modelling: Adjudging model fit
Barrett, P. T. (2006) · Personality and Individual Differences · doi:10.1016/j.paid.2006.09.018 · Cited by 2,640 · see citing works
Statistically based tests for the number of common factors
Steiger, J. H. (1980) · Medical Entomology and Zoology · Cited by 2,413 · see citing works
Self-citationStructural Analysis of Covariance and Correlation Matrices
Jöreskog, K. G. (1978) · Psychometrika · doi:10.1007/bf02293808 · Cited by 1,006 · see citing works
Maydeu‐Olivares, A., & McArdle, J. J. (2005) · Psychology Press eBooks · doi:10.4324/9781410612977 · Cited by 824 · see citing works
What If There Were No Significance Tests?
(2013) · Psychology Press eBooks · doi:10.4324/9781315827353 · Cited by 674 · see citing works
Steiger, J. H. (2004) · Psychological Methods · doi:10.1037/1082-989x.9.2.164 · Cited by 567 · see citing works
Self-citationSome Cautions Concerning The Application Of Causal Modeling Methods
Cliff, N. (1983) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr1801_7 · Cited by 553 · see citing works
A Handbook for data analysis in the behavioral sciences: methodological issues
(1993) · Choice Reviews Online · doi:10.5860/choice.31-0602 · Cited by 544 · see citing works
What If There Were No Significance Tests?
(2016) · Routledge eBooks · doi:10.4324/9781315629049 · Cited by 543 · see citing works
Mathematical Thinking in the Social Sciences
Furfey, P. H., & Lazarsfeld, P. F. (1954) · The American Catholic Sociological Review · doi:10.2307/3709086 · Cited by 522 · see citing works
Symmetrical Confidence Intervals for Bioequivalence Trials
Westlake, W. J. (1976) · Biometrics · doi:10.2307/2529259 · Cited by 341 · see citing works
Goodness of fit in structural equation models
Marsh, H. W., Hau, K., & Grayson, D. A. (2005) · Cited by 322 · see citing works
Steiger, J. H. (2000) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1207/s15328007sem0702_1 · Cited by 309 · see citing works
Self-citationSmithson, M. J. (2001) · Educational and Psychological Measurement · doi:10.1177/00131640121971392 · Cited by 275 · see citing works
A study in factor analysis : the stability of a bi-factor solution
Holzinger, K. J., & Swineford, F. (1939) · Medical Entomology and Zoology · Cited by 261 · see citing works
Rational appraisal of psychological research and the good-enough principle.
Serlin, R. C., & Lapsley, D. K. (1993) · Cited by 78 · see citing works
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Hooper, D., Coughlan, J., & Mullen, M. R. (2008) · Dublin Institute of Technology · doi:10.21427/d7cf7r · Cited by 8,746 · see citing works
Reporting practices in confirmatory factor analysis: an overview and some recommendations
Jackson, D. L., Gillaspy, J. A., & Purc-Stephenson, R. (2009) · Psychological Methods · doi:10.1037/a0014694 · Cited by 2,242 · see citing works
Chen, F., Curran, P. J., Bollen, K. A., Kirby, J., & Paxton, P. (2008) · Sociological Methods & Research · doi:10.1177/0049124108314720 · Cited by 1,538 · see citing works
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Jennings, P. A., Brown, J. L., Frank, J. L., Doyle, S., Oh, Y., Davis, R., Rasheed, D., DeWeese, A., DeMauro, A. A., Cham, H., et al. (2017) · Journal of Educational Psychology · doi:10.1037/edu0000187 · Cited by 645 · see citing works
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Kahane, G., Everett, J. A. C., Earp, B. D., Caviola, L., Faber, N. S., Crockett, M. J., & Savulescu, J. (2018) · Psychological Review · doi:10.1037/rev0000093 · Cited by 434 · see citing works
Swami, V., & Barron, D. (2019) · Body Image · doi:10.1016/j.bodyim.2018.08.014 · Cited by 454 · see citing works
Finch, T. L., Girling, M., May, C. R., Mair, F. S., Murray, E., Treweek, S., McColl, E., Steen, I. N., Cook, C., Vernazza, C. R., et al. (2018) · BMC Medical Research Methodology · doi:10.1186/s12874-018-0591-x · Cited by 337 · see citing works
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Price, J. C., Walker, I. A., & Boschetti, F. (2014) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2013.10.001 · Cited by 154 · see citing works
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Donnelly, E. (2012) · Prehospital Emergency Care · doi:10.3109/10903127.2011.621044 · Cited by 146 · see citing works
Clark, D. A., & Bowles, R. P. (2018) · Multivariate Behavioral Research · doi:10.1080/00273171.2018.1461058 · Cited by 134 · see citing works
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Agogo, D., & Hess, T. J. (2018) · European Journal of Information Systems · doi:10.1080/0960085x.2018.1435230 · Cited by 121 · see citing works
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Subica, A. M., Allen, J. G., Frueh, B. C., Elhai, J. D., & Fowler, J. C. (2016) · British Journal of Clinical Psychology · doi:10.1111/bjc.12098 · Cited by 26 · see citing works
Gupta, S., & Jaiswal, R. (2024) · The International Journal of Management Education · doi:10.1016/j.ijme.2024.101070 · Cited by 22 · see citing works
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Ong, A. K. S., Dejucos, M. J. R., Rivera, M. A. F., Muñoz, J. V. D. J., Obed, M. S., & Robas, K. P. E. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e11293 · Cited by 17 · see citing works
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- Authors
- Steiger, J. H.
- Affiliations
- Vanderbilt University (US)
- Corresponding author
- Steiger, James H.
- Venue
- Personality and Individual Differences
- Publisher
- Elsevier BV
- Published
- 2007-05
- Volume
- 42
- Issue
- 5
- Pages
- 893-898
- ISSN
- 0191-8869 (ISSN-L)
- OpenAlex
- W2104709233
- Cited by
- 2,360
- References
- 19
- Citations by year
- 2026: 80 · 2025: 194 · 2024: 196 · 2023: 217 · 2022: 233 · 2021: 222 · 2020: 198 · 2019: 186 · 2018: 160 · 2017: 157 · 2016: 122 · 2015: 118 · 2014: 105 · 2013: 76 · 2012: 48
- FWCI
- 9.67
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Personality and Individual Differences (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Keywords
- model fit assessment, structural equation modeling
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