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Conducting Measurement Invariance Tests with Ordinal Data: A Guide for Social Work Researchers
16 references·15 citing·36 second hop
Conducting Measurement Invariance Tests with Ordinal Data: A Guide for Social Work Researchers (2015)Conducting Measurement Invariance Tests w…Review of the Psychometric Evidence of the Perceived Stress Scale (2012)Review of the Psychometric Ev…Testing Measurement Invariance and Comparing Latent Factor Means Within a Confirmatory Factor Analysis Framework (2011)Testing Measurement Invarianc…Three versions of Perceived Stress Scale: validation in a sample of Chinese cardiac patients who smoke (2010)Three versions of Perceived S…Testing for Factorial Invariance in the Context of Construct Validation (2010)Testing for Factorial Invaria…Perceived Stress Scale (2010)Perceived Stress ScaleSensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance (2007)Sensitivity of Goodness of Fi…On the Performance of Maximum Likelihood Versus Means and Variance Adjusted Weighted Least Squares Estimation in CFA (2006)On the Performance of Maximum…Assessing Factorial Invariance in Ordered-Categorical Measures (2004)Assessing Factorial Invarianc…Applying Multigroup Confirmatory Factor Models for Continuous Outcomes to Likert Scale Data Complicates Meaningful Group Comparisons (2004)Applying Multigroup Confirmat…An Empirical Evaluation of Alternative Methods of Estimation for Confirmatory Factor Analysis With Ordinal Data. (2004)An Empirical Evaluation of Al…Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance (2002)Evaluating Goodness-of-Fit In…A Review and Synthesis of the Measurement Invariance Literature: Suggestions, Practices, and Recommendations for Organizational Research (2000)A Review and Synthesis of the…Testing Factorial Invariance across Groups: A Reconceptualization and Proposed New Method (1999)Testing Factorial Invariance …Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement invariance. (1989)Testing for the equivalence o…Structural Equations with Latent Variables (1989)Structural Equations with Lat…A Global Measure of Perceived Stress (1983)A Global Measure of Perceived…Multi-informant Assessment of Organizational Skills: Psychometric Characteristics of the Children’s Organizational Skills Scale (COSS) (2024)Multi-informant Assessment of…Adolescent risk-taking likelihood, risk perceptions, and benefit perceptions across domains (2024)Adolescent risk-taking likeli…Does strict invariance matter? Valid group mean comparisons with ordered-categorical items (2023)Does strict invariance matter…Religiousness worldwide: translation of the Duke University Religion Index into 20 languages and validation across 27 nations (2022)Religiousness worldwide: tran…Financial Socialization Agents and Spending Behavior of Emerging Adults: Do Parents, Peers, Employment, and Media Matter? (2022)Financial Socialization Agent…Political Identity Over Personal Impact: Early U.S. Reactions to the COVID-19 Pandemic (2021)Political Identity Over Perso…Measurement invariance of the short Warwick-Edinburgh Mental Wellbeing Scale and latent mean differences (SWEMWBS) in young people by current care status (2021)Measurement invariance of the…The Construct, Convergent and Divergent Validity, and Reliability of Three Optimism Scales among North American University Students (2020)The Construct, Convergent and…Addressing diversity and inclusion through group comparisons: a primer on measurement invariance testing (2020)Addressing diversity and incl…Psychometric properties of the 10-item Connor–Davidson Resilience Scale (CD-RISC-10) in Chinese undergraduates and depressive patients (2019)Psychometric properties of th…Measurement invariance of depression symptom ratings across African American, Hispanic/Latino, and Caucasian adolescent psychiatric inpatients. (2019)Measurement invariance of dep…Psychometric properties and measurement invariance of the Beck hopelessness scale (BHS): results from a German representative population sample (2018)Psychometric properties and m…Partizipation in der Ganztagsschule – vertiefende Analysen (2018)Partizipation in der Ganztags…Assessment of adolescent optimism: Measurement invariance across gender and race/ethnicity (2018)Assessment of adolescent opti…School Sports Participation and Academic Achievement in Middle and High School (2017)School Sports Participation a…Organizational Stress: Studies in Role Conflict and Ambiguity. (1965)The CES-D Scale (1977)Optimism, coping, and health: Assessment and implications of generalized outcome expectancies. (1985)Self-Rated Health and Mortality: A Review of Twenty-Seven Community Studies (1997)Development of a new resilience scale: The Connor-Davidson Resilience Scale (CD-RISC) (2003)Comparative fit indexes in structural models. (1990)Alternative Ways of Assessing Model Fit (1992)Principles of Linguistic Change: Internal Factors (1994)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)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)Fit indices in covariance structure modeling: Sensitivity to underparameterized model misspecification. (1998)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)Current Methodological Considerations in Exploratory and Confirmatory Factor Analysis (2011)A Comparison of Diagonal Weighted Least Squares Robust Estimation Techniques for Ordinal Data (2014)The Difficulties in Emotion Regulation Scale Short Form (DERS-SF): Validation and Replication in Adolescent and Adult Samples (2015)The Hospital Anxiety and Depression Scale (1983)The German version of the Perceived Stress Scale – psychometric characteristics in a representative German community sample (2016)Psychological symptoms among frontline healthcare workers during COVID-19 outbreak in Wuhan (2020)Increased mood disorder symptoms, perceived stress, and alcohol use among college students during the COVID-19 pandemic (2021)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)The standards for educational and psychological testing. (2013)Principles and Practice of Structural Equation Modeling (1998)Using reversed items in Likert scales: A questionable practice (2018)Emotion regulation and psychological well-being in teacher work engagement: A case of British and Iranian English language teachers (2021)Society and the Adolescent Self-Image (1965)Significance tests and goodness of fit in the analysis of covariance structures. (1980)Structural equation modeling in practice: A review and recommended two-step approach. (1988)Development and validation of a brief screening version of the Childhood Trauma Questionnaire (2003)Preliminary Psychometric Properties of the Acceptance and Action Questionnaire–II: A Revised Measure of Psychological Inflexibility and Experiential Avoidance (2011)Structural Equations with Latent Variables. (1991)Construction and factorial validation of a short form of the Self‐Compassion Scale (2010)When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions. (2012)Confirmatory factor analysis with ordinal data: Comparing robust maximum likelihood and diagonally weighted least squares (2015)PLS-SEM: Indeed a Silver Bullet (2011)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)
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References

  • 1983A Global Measure of Perceived Stress32,743 cited
  • 1989Structural Equations with Latent Variables17,500 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
  • 2000A Review and Synthesis of the Measurement Invariance Literature: Suggestions, Practices, and Recommendations for Organizational Research7,981 cited
  • 1989Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement invariance.3,903 cited
  • 2004An Empirical Evaluation of Alternative Methods of Estimation for Confirmatory Factor Analysis With Ordinal Data.3,044 cited
  • 2012Review of the Psychometric Evidence of the Perceived Stress Scale2,301 cited
  • 2006On the Performance of Maximum Likelihood Versus Means and Variance Adjusted Weighted Least Squares Estimation in CFA1,276 cited
  • 2010Testing for Factorial Invariance in the Context of Construct Validation1,171 cited
  • 2004Assessing Factorial Invariance in Ordered-Categorical Measures864 cited
  • 1999Testing Factorial Invariance across Groups: A Reconceptualization and Proposed New Method727 cited
  • 2010Perceived Stress Scale698 cited
  • 2010Three versions of Perceived Stress Scale: validation in a sample of Chinese cardiac patients who smoke

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562 cited
  • 2011Testing Measurement Invariance and Comparing Latent Factor Means Within a Confirmatory Factor Analysis Framework531 cited
  • 2004Applying Multigroup Confirmatory Factor Models for Continuous Outcomes to Likert Scale Data Complicates Meaningful Group Comparisons489 cited
  • Cited by

    • 2019Psychometric properties of the 10-item Connor–Davidson Resilience Scale (CD-RISC-10) in Chinese undergraduates and depressive patients212 cited
    • 2018Psychometric properties and measurement invariance of the Beck hopelessness scale (BHS): results from a German representative population sample69 cited
    • 2020Addressing diversity and inclusion through group comparisons: a primer on measurement invariance testing51 cited
    • 2018Partizipation in der Ganztagsschule – vertiefende Analysen50 cited
    • 2017School Sports Participation and Academic Achievement in Middle and High School47 cited
    • 2019Measurement invariance of depression symptom ratings across African American, Hispanic/Latino, and Caucasian adolescent psychiatric inpatients.47 cited
    • 2021Political Identity Over Personal Impact: Early U.S. Reactions to the COVID-19 Pandemic46 cited
    • 2021Measurement invariance of the short Warwick-Edinburgh Mental Wellbeing Scale and latent mean differences (SWEMWBS) in young people by current care status38 cited
    • 2023Does strict invariance matter? Valid group mean comparisons with ordered-categorical items38 cited
    • 2022Financial Socialization Agents and Spending Behavior of Emerging Adults: Do Parents, Peers, Employment, and Media Matter?32 cited
    • 2018Assessment of adolescent optimism: Measurement invariance across gender and race/ethnicity21 cited
    • 2022Religiousness worldwide: translation of the Duke University Religion Index into 20 languages and validation across 27 nations17 cited
    • 2024Adolescent risk-taking likelihood, risk perceptions, and benefit perceptions across domains12 cited
    • 2020The Construct, Convergent and Divergent Validity, and Reliability of Three Optimism Scales among North American University Students8 cited
    • 2024Multi-informant Assessment of Organizational Skills: Psychometric Characteristics of the Children’s Organizational Skills Scale (COSS)5 cited