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Using Fit Statistic Differences to Determine the Optimal Number of Factors to Retain in an Exploratory Factor Analysis
16 references·12 citing·28 second hop
Using Fit Statistic Differences to Determine the Optimal Number of Factors to Retain in an Exploratory Factor Analysis (2019)Using Fit Statistic Differences to Determ…The Performance of RMSEA in Models With Small Degrees of Freedom (2014)The Performance of RMSEA in M…A Comparison of Diagonal Weighted Least Squares Robust Estimation Techniques for Ordinal Data (2014)A Comparison of Diagonal Weig…Exploratory Factor Analysis (2011)Exploratory Factor AnalysisPower and sensitivity of alternative fit indices in tests of measurement invariance. (2008)Power and sensitivity of alte…An Empirical Evaluation of the Use of Fixed Cutoff Points in RMSEA Test Statistic in Structural Equation Models (2008)An Empirical Evaluation of th…Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance (2007)Sensitivity of Goodness of Fi…Item factor analysis: Current approaches and future directions. (2007)Item factor analysis: Current…On the Performance of Maximum Likelihood Versus Means and Variance Adjusted Weighted Least Squares Estimation in CFA (2006)On the Performance of Maximum…Simulation Study on Fit Indexes in CFA Based on Data With Slightly Distorted Simple Structure (2005)Simulation Study on Fit Index…In Search of Golden Rules: Comment on Hypothesis-Testing Approaches to Setting Cutoff Values for Fit Indexes and Dangers in Overgeneralizing Hu and Bentler's (1999) Findings (2004)In Search of Golden Rules: Co…Repairing Tom Swift's Electric Factor Analysis Machine (2003)Repairing Tom Swift's Electri…Making Sense of Factor Analysis (2003)Making Sense of Factor Analys…Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance (2002)Evaluating Goodness-of-Fit In…Construct Explication through Factor or Component Analysis: A Review and Evaluation of Alternative Procedures for Determining the Number of Factors or Components (2000)Construct Explication through…Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)Cutoff criteria for fit index…A Rationale and Test for the Number of Factors in Factor Analysis (1965)A Rationale and Test for the …Adoption of Digital Mental Health by Professionals Before and During COVID-19: Insights from a Repeated Cross-Sectional Survey (2025)Adoption of Digital Mental He…The Role of Subjective Norm in Persuasion Through the Restoration of Personal Freedom (2024)The Role of Subjective Norm i…Habitualness, reward and external constraints: Exploring the underlying influences of daily water intake using the Situated Assessment Method 2 (2024)Habitualness, reward and exte…Balancing priorities: An importance-performance analysis of architectural heritage protection in China's historical cities (2024)Balancing priorities: An impo…The role of skepticism among adolescents’ online information literacy skills (2023)The role of skepticism among …A systematic literature review of exploratory factor analyses in management (2023)A systematic literature revie…Psychometric properties of an Arabic translation of the Functionality Appreciation Scale (FAS) in Lebanese adults (2022)Psychometric properties of an…Misbegotten methodologies and forgotten lessons from Tom Swift’s electric factor analysis machine: A demonstration with competing structural models of psychopathology. (2022)Misbegotten methodologies and…Dynamic fit index cutoffs for one-factor models (2022)Dynamic fit index cutoffs for…Translation and validation of body image instruments: An addendum to Swami and Barron (2019) in the form of frequently asked questions (2021)Translation and validation of…Modeling the Speeded Determinants of Adolescents’ Academic and Attentional Functioning (2021)Modeling the Speeded Determin…Model Fit and Item Factor Analysis: Overfactoring, Underfactoring, and a Program to Guide Interpretation (2018)Model Fit and Item Factor Ana…Comparative fit indexes in structural models. (1990)Alternative Ways of Assessing Model Fit (1992)Principles of Linguistic Change: Internal Factors (1994)Measurement invariance conventions and reporting: The state of the art and future directions for psychological research (2016)Thanks coefficient alpha, we’ll take it from here. (2017)Significance tests and goodness of fit in the analysis of covariance structures. (1980)Scale Development Research (2006)Structural Equation Modelling: Guidelines for Determining Model Fit (2008)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)The standards for educational and psychological testing. (2013)Testing Structural Equation Models. (1994)semTools: Useful Tools for Structural Equation Modeling (2012)Understanding the Model Size Effect on SEM Fit Indices (2018)Fit indices in covariance structure modeling: Sensitivity to underparameterized model misspecification. (1998)Evaluating the Fit of Structural Equation Models: Tests of Significance and Descriptive Goodness-of-Fit Measures (2003)The Scree Test For The Number Of Factors (1966)Evaluating the use of exploratory factor analysis in psychological research. (1999)Best Practices for Developing and Validating Scales for Health, Social, and Behavioral Research: A Primer (2018)Generational Differences in Work Values: Leisure and Extrinsic Values Increasing, Social and Intrinsic Values Decreasing (2010)Assessing the Hypothesis of Measurement Invariance in the Context of Large-Scale International Surveys (2013)An Updated Guideline for Assessing Discriminant Validity (2020)Current Methodological Considerations in Exploratory and Confirmatory Factor Analysis (2011)Model fit and model selection in structural equation modeling. (2012)Applications of structural equation modeling (SEM) in ecological studies: an updated review (2016)Developing questionnaires for educational research: AMEE Guide No. 87 (2014)Exploratory Factor Analysis: A Guide to Best Practice (2018)Practical Considerations for Using Exploratory Factor Analysis in Educational Research (2020)Initial validation of the general attitudes towards Artificial Intelligence Scale (2020)
this work references cited by second hop

References

  • 1999Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives108,592 cited
  • 2002Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance16,246 cited
  • 2007Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance12,160 cited
  • 1965A Rationale and Test for the Number of Factors in Factor Analysis8,818 cited
  • 2004In Search of Golden Rules: Comment on Hypothesis-Testing Approaches to Setting Cutoff Values for Fit Indexes and Dangers in Overgeneralizing Hu and Bentler's (1999) Findings6,661 cited
  • 2014The Performance of RMSEA in Models With Small Degrees of Freedom2,837 cited
  • 2003Making Sense of Factor Analysis2,167 cited
  • 2008Power and sensitivity of alternative fit indices in tests of measurement invariance.1,669 cited
  • 2008An Empirical Evaluation of the Use of Fixed Cutoff Points in RMSEA Test Statistic in Structural Equation Models1,536 cited
  • 2011Exploratory Factor Analysis1,405 cited
  • 2006On the Performance of Maximum Likelihood Versus Means and Variance Adjusted Weighted Least Squares Estimation in CFA1,276 cited
  • 2007Item factor analysis: Current approaches and future directions.911 cited
  • 2000Construct Explication through Factor or Component Analysis: A Review and Evaluation of Alternative Procedures for Determining the Number of Factors or Components894 cited

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2003
Repairing Tom Swift's Electric Factor Analysis Machine
865 cited
  • 2014A Comparison of Diagonal Weighted Least Squares Robust Estimation Techniques for Ordinal Data705 cited
  • 2005Simulation Study on Fit Indexes in CFA Based on Data With Slightly Distorted Simple Structure592 cited
  • Cited by

    • 2023A systematic literature review of exploratory factor analyses in management140 cited
    • 2018Model Fit and Item Factor Analysis: Overfactoring, Underfactoring, and a Program to Guide Interpretation134 cited
    • 2021Translation and validation of body image instruments: An addendum to Swami and Barron (2019) in the form of frequently asked questions105 cited
    • 2022Psychometric properties of an Arabic translation of the Functionality Appreciation Scale (FAS) in Lebanese adults91 cited
    • 2022Dynamic fit index cutoffs for one-factor models74 cited
    • 2022Misbegotten methodologies and forgotten lessons from Tom Swift’s electric factor analysis machine: A demonstration with competing structural models of psychopathology.47 cited
    • 2024Balancing priorities: An importance-performance analysis of architectural heritage protection in China's historical cities16 cited
    • 2023The role of skepticism among adolescents’ online information literacy skills8 cited
    • 2024Habitualness, reward and external constraints: Exploring the underlying influences of daily water intake using the Situated Assessment Method 26 cited
    • 2025Adoption of Digital Mental Health by Professionals Before and During COVID-19: Insights from a Repeated Cross-Sectional Survey2 cited
    • 2024The Role of Subjective Norm in Persuasion Through the Restoration of Personal Freedom2 cited
    • 2021Modeling the Speeded Determinants of Adolescents’ Academic and Attentional Functioning0 cited