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Practical Considerations for Using Exploratory Factor Analysis in Educational Research
8 references·16 citing·33 second hop
Practical Considerations for Using Exploratory Factor Analysis in Educational Research (2020)Practical Considerations for Using Explor…Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis (2020)Best practices in exploratory…Structural Equation Modeling With AMOS (2013)Structural Equation Modeling …Best Practices in Exploratory Factor Analysis: Four Recommendations for Getting the Most from Your Analysis (2009)Best Practices in Exploratory…Use of Exploratory Factor Analysis in Published Research (2006)Use of Exploratory Factor Ana…Making Sense of Factor Analysis (2003)Making Sense of Factor Analys…Structural equation modeling with AMOS: basic concepts, applications, and programming (2000)Structural equation modeling …Evaluating the use of exploratory factor analysis in psychological research. (1999)Evaluating the use of explora…Relation of sample size to the stability of component patterns. (1988)Relation of sample size to th…A systematic literature review of exploratory factor analyses in management (2023)A systematic literature revie…Building organizational resilience with digital transformation (2022)Building organizational resil…A review of exploratory factor analysis in tourism and hospitality research: Identifying current practices and avenues for improvement (2022)A review of exploratory facto…Practical Guidelines to Develop and Evaluate a Questionnaire (2021)Practical Guidelines to Devel…Improving Your Exploratory Factor Analysis for Ordinal Data: A Demonstration Using FACTOR (2020)Improving Your Exploratory Fa…Factors affecting online food delivery service in Bangladesh: an empirical study (2020)Factors affecting online food…Exploratory factor analysis and principal component analysis in clinical studies: Which one should you use? (2020)Exploratory factor analysis a…Exploratory factor analysis: Current use, methodological developments and recommendations for good practice (2019)Exploratory factor analysis: …Exploratory and Confirmatory Factor Analysis: Which One to Use First? (2018)Exploratory and Confirmatory …Dimensionality of the Pittsburgh Sleep Quality Index: a systematic review (2018)Dimensionality of the Pittsbu…The adoption of M-government services from the user’s perspectives: Empirical evidence from the United Arab Emirates (2017)The adoption of M-government …Ten Steps in Scale Development and Reporting: A Guide for Researchers (2017)Ten Steps in Scale Developmen…Mindfulness Can Make You Happy-and-Productive: A Mindfulness Controlled Trial and Its Effects on Happiness, Work Engagement and Performance (2017)Mindfulness Can Make You Happ…Morningness–eveningness and amplitude – development and validation of an improved composite scale to measure circadian preference and stability (MESSi) (2016)Morningness–eveningness and a…Erasmus student motivation: Why and where to go? (2015)Erasmus student motivation: W…The Influence of Global Warming Science Views and Sociocultural Factors on Willingness to Mitigate Global Warming (2014)The Influence of Global Warmi…Sample size in factor analysis. (1999)Understanding the Mechanisms Through Which an Influential Early Childhood Program Boosted Adult Outcomes (2013)El análisis factorial exploratorio de los ítems: una guía práctica, revisada y actualizada (2014)Understanding and Using Factor Scores: Considerations for the Applied Researcher (2020)The Scree Test For The Number Of Factors (1966)The Handbook of Social Psychology (1969)Alternative Ways of Assessing Model Fit (1992)Handbook on Constructing Composite Indicators: Methodology and User Guide (2008)Bibliometric Methods in Management and Organization (2014)Assessing measurement model quality in PLS-SEM using confirmatory composite analysis (2019)The Varimax Criterion for Analytic Rotation in Factor Analysis (1958)Comparison of five rules for determining the number of components to retain. (1986)The Mini-IPIP Scales: Tiny-yet-effective measures of the Big Five Factors of Personality. (2006)Exploratory Factor Analysis: A Five-Step Guide for Novices (2010)A First Course in Factor Analysis (2013)The Application of Electronic Computers to Factor Analysis (1960)Review of Psychometric theory (2nd ed.). (1979)Exploratory Factor Analysis: A Guide to Best Practice (2018)Construct validity in psychological tests. (1955)Scale Development : Theory and Applications (1991)“Looking Up and Feeling Down”. The influence of mobile social networking site use on upward social comparison, self-esteem, and well-being of adult smartphone users (2019)Development and validation of the player experience inventory: A scale to measure player experiences at the level of functional and psychosocial consequences (2019)Why do small and medium enterprises use social media marketing and what is the impact: Empirical insights from India (2020)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)Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance (2007)Using PLS path modeling in new technology research: updated guidelines (2016)Developing questionnaires for educational research: AMEE Guide No. 87 (2014)Measuring exposure to bullying and harassment at work: Validity, factor structure and psychometric properties of the Negative Acts Questionnaire-Revised (2009)Teacher self-efficacy and teacher burnout: A study of relations (2009)Technostress: Technological Antecedents and Implications1 (2011)A Beginner’s Guide to Factor Analysis: Focusing on Exploratory Factor Analysis (2013)Issues and recommendations for exploratory factor analysis and principal component analysis (2020)Evaluating Model Fit of Measurement Models in Confirmatory Factor Analysis (2023)
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References

  • 2000Structural equation modeling with AMOS: basic concepts, applications, and programming17,968 cited
  • 2020Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis10,289 cited
  • 1999Evaluating the use of exploratory factor analysis in psychological research.9,564 cited
  • 2013Structural Equation Modeling With AMOS3,959 cited
  • 1988Relation of sample size to the stability of component patterns.2,874 cited
  • 2006Use of Exploratory Factor Analysis in Published Research2,453 cited
  • 2009Best Practices in Exploratory Factor Analysis: Four Recommendations for Getting the Most from Your Analysis2,323 cited
  • 2003Making Sense of Factor Analysis2,167 cited

Cited by

  • 2017Ten Steps in Scale Development and Reporting: A Guide for Researchers1,138 cited
  • 2019Exploratory factor analysis: Current use, methodological developments and recommendations for good practice636 cited
  • 2018Exploratory and Confirmatory Factor Analysis: Which One to Use First?438 cited
  • 2022Building organizational resilience with digital transformation381 cited
  • 2020Improving Your Exploratory Factor Analysis for Ordinal Data: A Demonstration Using FACTOR329 cited
  • 2020Factors affecting online food delivery service in Bangladesh: an empirical study

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220 cited
  • 2018Dimensionality of the Pittsburgh Sleep Quality Index: a systematic review203 cited
  • 2017The adoption of M-government services from the user’s perspectives: Empirical evidence from the United Arab Emirates183 cited
  • 2020Exploratory factor analysis and principal component analysis in clinical studies: Which one should you use?173 cited
  • 2021Practical Guidelines to Develop and Evaluate a Questionnaire158 cited
  • 2016Morningness–eveningness and amplitude – development and validation of an improved composite scale to measure circadian preference and stability (MESSi)157 cited
  • 2017Mindfulness Can Make You Happy-and-Productive: A Mindfulness Controlled Trial and Its Effects on Happiness, Work Engagement and Performance146 cited
  • 2023A systematic literature review of exploratory factor analyses in management140 cited
  • 2014The Influence of Global Warming Science Views and Sociocultural Factors on Willingness to Mitigate Global Warming139 cited
  • 2022A review of exploratory factor analysis in tourism and hospitality research: Identifying current practices and avenues for improvement134 cited
  • 2015Erasmus student motivation: Why and where to go?133 cited