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Original Articles

Testing Structural Equation Models or Detection of Misspecifications?

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Pages 561-582 | Published online: 12 Oct 2009

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (77)

Martin Hecht, Julia-Kim Walther, Manuel Arnold & Steffen Zitzmann. (2023) Finding the Optimal Number of Persons (N) and Time Points (T) for Maximal Power in Dynamic Longitudinal Models Given a Fixed Budget. Structural Equation Modeling: A Multidisciplinary Journal 0:0, pages 1-17.
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Daye Hong & Chang-Hoan Cho. (2023) Factors Affecting Innovation Resistance of Smartphone AI Voice Assistants. International Journal of Human–Computer Interaction 39:13, pages 2557-2572.
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Phillip Dawson, Zi Yan, Anastasiya Lipnevich, Joanna Tai, David Boud & Paige Mahoney. (2023) Measuring what learners do in feedback: the feedback literacy behaviour scale. Assessment & Evaluation in Higher Education 0:0, pages 1-15.
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Daniel McNeish & Patrick D. Manapat. (2023) Dynamic Fit Index Cutoffs for Hierarchical and Second-Order Factor Models. Structural Equation Modeling: A Multidisciplinary Journal 0:0, pages 1-21.
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Timothy R. Konold & Elizabeth A. Sanders. (2023) The SEM Reliability Paradox in a Bayesian Framework. Structural Equation Modeling: A Multidisciplinary Journal 0:0, pages 1-21.
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Seungmin Lee, Nicholas D. Myers, André G. Bateman, Haeyong Chun, Isaac Prilleltensky, Adam McMahon & Ahnalee M. Brincks. (2023) Measuring Multidimensional Well-being Actions with the Newly Expanded Version of the I COPPE Actions Scale in Adults with Obesity. Measurement in Physical Education and Exercise Science 27:3, pages 207-223.
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André G. Bateman, Nicholas D. Myers, Deborah Feltz, Karin A. Pfeiffer, Kimberly Kelly, Alan L. Smith, Seungmin Lee, Adam McMahon, Isaac Prilleltensky, Ora Prilleltensky & Ahnalee M. Brincks. (2023) The Self-Efficacy to Regulate Physical Activity Scale: Exploring the Factor Structure, Temporal Invariance, and External Validity in a Latent Variable Framework. Measurement in Physical Education and Exercise Science 0:0, pages 1-17.
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Yunhang Yin, Dexin Shi & Amanda J. Fairchild. (2023) The Effect of Model Size on the Root Mean Square Error of Approximation (RMSEA): The Nonnormal Case. Structural Equation Modeling: A Multidisciplinary Journal 30:3, pages 378-392.
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Alexander P. Christensen, Luis Eduardo Garrido & Hudson Golino. (2023) Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence. Multivariate Behavioral Research 0:0, pages 1-18.
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Nicholas D. Myers, Seungmin Lee, André G. Bateman, Meredith Wekesser, Isaac Prilleltensky, Adam McMahon & Ahnalee M. Brincks. (2023) Initial Validity Evidence for Responses to the Newly Developed Well-Being Actions Self-Efficacy Scale from Adults with Obesity under an Exploratory Latent Variable Approach. Measurement in Physical Education and Exercise Science 27:2, pages 151-170.
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Ville Heilala, Riitta Kelly, Mirka Saarela, Päivikki Jääskelä & Tommi Kärkkäinen. (2023) The Finnish Version of the Affinity for Technology Interaction (ATI) Scale: Psychometric Properties and an Examination of Gender Differences. International Journal of Human–Computer Interaction 39:4, pages 874-892.
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Maarten C. Eisma & Linh T. H. Nguyen. (2023) How we continue bonds with deceased persons: The proximity-seeking behavior scale. Death Studies 47:2, pages 164-171.
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Daniel A. Sass & Michael A. Sanchez. (2023) A Variable Selection Algorithm for Creating Replicable Factor Structures. Multivariate Behavioral Research 58:1, pages 48-70.
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Elaine Borazon, Jen-Ming Liu & Fevzi Okumus. (2022) Human capital, growth, and competitiveness of Philippine MSMEs: the mediating role of social capital. Asia Pacific Business Review 0:0, pages 1-30.
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Tomasz Jankowski, Wacław Bak & Łukasz Miciuk. (2022) Adaptive self-concept: Identifying the basic dimensions of self-beliefs. Self and Identity 21:7, pages 739-774.
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David Byrne, Colm McGuinness & Aiden Carthy. (2022) Developing a scale to assess post-primary educators’ attitudes with regard to the promotion of student wellbeing. Irish Educational Studies 41:4, pages 663-685.
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Zeyuan Jing, Huan Kuang, Walter L. Leite, Katerina M. Marcoulides & Charles L. Fisk. (2022) Model Specification Searches in Structural Equation Modeling with a Hybrid Ant Colony Optimization Algorithm. Structural Equation Modeling: A Multidisciplinary Journal 29:5, pages 655-666.
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Diego Avendaño, Angelo Fasce, Thomas Costello & Jesús Adrián-Ventura. (2022) Spanish Adaptation of the Left-Wing Authoritarianism Index. Journal of Personality Assessment 104:5, pages 692-699.
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Sonja D. Winter & Sarah Depaoli. (2022) Performance of Model Fit and Selection Indices for Bayesian Structural Equation Modeling with Missing Data. Structural Equation Modeling: A Multidisciplinary Journal 29:4, pages 531-549.
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Pere J. Ferrando, Ana Hernandez-Dorado & Urbano Lorenzo-Seva. (2022) Detecting Correlated Residuals in Exploratory Factor Analysis: New Proposals and a Comparison of Procedures. Structural Equation Modeling: A Multidisciplinary Journal 29:4, pages 630-638.
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Artur Pokropek & Ernest Pokropek. (2022) Deep Neural Networks for Detecting Statistical Model Misspecifications. The Case of Measurement Invariance. Structural Equation Modeling: A Multidisciplinary Journal 29:3, pages 394-411.
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Carmen Ximénez, Alberto Maydeu-Olivares, Dexin Shi & Javier Revuelta. (2022) Assessing Cutoff Values of SEM Fit Indices: Advantages of the Unbiased SRMR Index and Its Cutoff Criterion Based on Communality. Structural Equation Modeling: A Multidisciplinary Journal 29:3, pages 368-380.
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Dexin Shi, Christine DiStefano, Alberto Maydeu-Olivares & Taehun Lee. (2022) Evaluating SEM Model Fit with Small Degrees of Freedom. Multivariate Behavioral Research 57:2-3, pages 179-207.
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Angela Sorgente, Semira Tagliabue, Claudia Andrade, José Egidio Oliveira, Wenjie Duan & Margherita Lanz. (2021) Gender, Age, and Cross-Cultural Invariance of Brief Inventory of Thriving Among Emerging Adults. Measurement and Evaluation in Counseling and Development 54:4, pages 251-266.
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Melanie Revilla, Carlos Poses, Oriol Serra, Marc Asensio, Hannah Schwarz & Wiebke Weber. (2021) Applying the Estimation Using Pooled Data Approach to the Multitrait-Multimethod Experiments of the European Social Survey (Rounds 1 to 7). Structural Equation Modeling: A Multidisciplinary Journal 28:3, pages 463-474.
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Victoria Savalei. (2021) Improving Fit Indices in Structural Equation Modeling with Categorical Data. Multivariate Behavioral Research 56:3, pages 390-407.
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Charles Cotrena, Laura Damiani Branco, Flávio Milman Shansis & Rochele Paz Fonseca. (2020) “Influence of modifiable and non-modifiable variables on functioning in bipolar disorder: a path analytical study”. International Journal of Psychiatry in Clinical Practice 24:4, pages 398-406.
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Patrizia Velotti, Guyonne Rogier, Claudia Civilla, Carlo Garofalo, Gianluca Serafini & Mario Amore. (2020) Dysregulation of positive emotions across community, clinical and forensic samples using the Italian version of the difficulties in emotion regulation scale -positive (DERS-positive). The Journal of Forensic Psychiatry & Psychology 31:4, pages 555-570.
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Manuel Arnold, Daniel L. Oberski, Andreas M. Brandmaier & Manuel C. Voelkle. (2020) Identifying Heterogeneity in Dynamic Panel Models with Individual Parameter Contribution Regression. Structural Equation Modeling: A Multidisciplinary Journal 27:4, pages 613-628.
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Yu Liu & Suppanut Sriutaisuk. (2020) Evaluation of Model Fit in Structural Equation Models with Ordinal Missing Data: An Examination of the D2 Method. Structural Equation Modeling: A Multidisciplinary Journal 27:4, pages 561-583.
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María Isabel Roldán Bravo, Mark Stevenson, Antonia Ruiz Moreno & Francisco Javier Lloréns Montes. (2020) Absorptive and desorptive capacity configurations in supply chains: An inverted U-shaped relationship. International Journal of Production Research 58:7, pages 2036-2053.
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Alyssa Counsell, Robert A. Cribbie & David B. Flora. (2020) Evaluating Equivalence Testing Methods for Measurement Invariance. Multivariate Behavioral Research 55:2, pages 312-328.
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Dexin Shi, Alberto Maydeu-Olivares & Yves Rosseel. (2020) Assessing Fit in Ordinal Factor Analysis Models: SRMR vs. RMSEA. Structural Equation Modeling: A Multidisciplinary Journal 27:1, pages 1-15.
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Aja Louise Murray, Tom Booth, Manuel Eisner, Ingrid Obsuth & Denis Ribeaud. (2019) Quantifying the Strength of General Factors in Psychopathology: A Comparison of CFA with Maximum Likelihood Estimation, BSEM, and ESEM/EFA Bifactor Approaches. Journal of Personality Assessment 101:6, pages 631-643.
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Zhen He, Wei Wang, Min Zhang, Yujia Deng, Wenbiao Fu & Ka Yin Chau. (2019) Motivated for continuance? Associations between structural empowerment, role conflict, person-job fit, and satisfaction in Six Sigma programs. Total Quality Management & Business Excellence 30:sup1, pages S255-S273.
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Willem E. Saris & Albert Satorra. (2019) Comparing BSEM and EUPD Estimates for Two-Group SB-MTMM Experiments. Structural Equation Modeling: A Multidisciplinary Journal 26:5, pages 745-749.
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Artur Pokropek, Eldad Davidov & Peter Schmidt. (2019) A Monte Carlo Simulation Study to Assess The Appropriateness of Traditional and Newer Approaches to Test for Measurement Invariance. Structural Equation Modeling: A Multidisciplinary Journal 26:5, pages 724-744.
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Karin Landerl, H. Harald Freudenthaler, Moritz Heene, Peter F. De Jong, Alain Desrochers, George Manolitsis, Rauno Parrila & George K. Georgiou. (2019) Phonological Awareness and Rapid Automatized Naming as Longitudinal Predictors of Reading in Five Alphabetic Orthographies with Varying Degrees of Consistency. Scientific Studies of Reading 23:3, pages 220-234.
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Melanie Revilla, Oriol J. Bosch & Wiebke Weber. (2019) Unbalanced 3-Group Split-Ballot Multitrait–Multimethod Design?. Structural Equation Modeling: A Multidisciplinary Journal 26:3, pages 437-447.
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Dexin Shi, Hairong Song, Christine DiStefano, Alberto Maydeu-Olivares, Heather L. McDaniel & Zhehan Jiang. (2019) Evaluating Factorial Invariance: An Interval Estimation Approach Using Bayesian Structural Equation Modeling. Multivariate Behavioral Research 54:2, pages 224-245.
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Engin Karadag, Gökhan Kılıçoğlu & Derya Yılmaz-Kılıçoğlu. (2018) Cultural validity trouble in measuring value concept: A study on validity of Schwartz Value Survey in Turkish culture. Cogent Psychology 5:1.
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Willem Saris & Albert Satorra. (2018) The Pooled Data Approach for the Estimation of Split-Ballot Multitrait–Multimethod Experiments. Structural Equation Modeling: A Multidisciplinary Journal 25:5, pages 659-672.
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Dexin Shi, Alberto Maydeu-Olivares & Christine DiStefano. (2018) The Relationship Between the Standardized Root Mean Square Residual and Model Misspecification in Factor Analysis Models. Multivariate Behavioral Research 53:5, pages 676-694.
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D. Angus Clark & Ryan P. Bowles. (2018) Model Fit and Item Factor Analysis: Overfactoring, Underfactoring, and a Program to Guide Interpretation. Multivariate Behavioral Research 53:4, pages 544-558.
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Thomas A. Schmitt, Daniel A. Sass, Wayne Chappelle & William Thompson. (2018) Selecting the “Best” Factor Structure and Moving Measurement Validation Forward: An Illustration. Journal of Personality Assessment 100:4, pages 345-362.
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Alberto Maydeu-Olivares, Dexin Shi & Yves Rosseel. (2018) Assessing Fit in Structural Equation Models: A Monte-Carlo Evaluation of RMSEA Versus SRMR Confidence Intervals and Tests of Close Fit. Structural Equation Modeling: A Multidisciplinary Journal 25:3, pages 389-402.
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Timo Gnambs & Thomas Staufenbiel. (2018) The structure of the General Health Questionnaire (GHQ-12): two meta-analytic factor analyses. Health Psychology Review 12:2, pages 179-194.
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Diana Zavala-Rojas, Raül Tormos, Wiebke Weber & Melanie Revilla. (2018) Designing response scales with multi-trait-multi-method experiments. Mathematical Population Studies 25:2, pages 66-81.
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Dexin Shi, Taehun Lee & Robert A. Terry. (2018) Revisiting the Model Size Effect in Structural Equation Modeling. Structural Equation Modeling: A Multidisciplinary Journal 25:1, pages 21-40.
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Daniel McNeish, Ji An & Gregory R. Hancock. (2018) The Thorny Relation Between Measurement Quality and Fit Index Cutoffs in Latent Variable Models. Journal of Personality Assessment 100:1, pages 43-52.
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Gabriel Nagy, Martin Brunner, Oliver Lüdtke & Samuel Greiff. (2017) Extension Procedures for Confirmatory Factor Analysis. The Journal of Experimental Education 85:4, pages 574-596.
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Catalina Lomos. (2017) To what extent do teachers in European countries differ in their professional community practices?. School Effectiveness and School Improvement 28:2, pages 276-291.
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Daniel McNeish & Denis Dumas. (2017) Nonlinear Growth Models as Measurement Models: A Second-Order Growth Curve Model for Measuring Potential. Multivariate Behavioral Research 52:1, pages 61-85.
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Teegan Green. (2016) A methodological review of structural equation modelling in higher education research. Studies in Higher Education 41:12, pages 2125-2155.
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Zhao-Hua Lu, Sy-Miin Chow & Eric Loken. (2016) Bayesian Factor Analysis as a Variable-Selection Problem: Alternative Priors and Consequences. Multivariate Behavioral Research 51:4, pages 519-539.
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Christian Gerlich, Michael Schuler, Matthias Jelitte, Silke Neuderth, Michael Flentje, Markus Graefen, Alexander Krüger, Anja Mehnert & Hermann Faller. (2016) Prostate cancer patients’ quality of life assessments across the primary treatment trajectory: ‘True’ change or response shift?. Acta Oncologica 55:7, pages 814-820.
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Hsien-Yuan Hsu, Oi-man Kwok, Jr Huang Lin & Sandra Acosta. (2015) Detecting Misspecified Multilevel Structural Equation Models with Common Fit Indices: A Monte Carlo Study. Multivariate Behavioral Research 50:2, pages 197-215.
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John L. Perry, Adam R. Nicholls, Peter J. Clough & Lee Crust. (2015) Assessing Model Fit: Caveats and Recommendations for Confirmatory Factor Analysis and Exploratory Structural Equation Modeling. Measurement in Physical Education and Exercise Science 19:1, pages 12-21.
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John L. Perry, Peter J. Clough, Lee Crust, Sam L. Nabb & Adam R. Nicholls. (2015) Development and Validation of the Compliant and Principled Sportspersonship Scale. Research Quarterly for Exercise and Sport 86:1, pages 71-80.
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Desirée Knoppen, Melek Akın Ateş, Alistair Brandon-Jones, Davide Luzzini, Erik van Raaij & Finn Wynstra. (2015) A comprehensive assessment of measurement equivalence in operations management. International Journal of Production Research 53:1, pages 166-182.
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Joan Manuel Batista-Foguet, Melanie Revilla, Willem E. Saris, Richard Boyatzis & Ricard Serlavós. (2014) Reassessing the Effect of Survey Characteristics on Common Method Bias in Emotional and Social Intelligence Competencies Assessment. Structural Equation Modeling: A Multidisciplinary Journal 21:4, pages 596-607.
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Felix Thoemmes & Norman Rose. (2014) A Cautious Note on Auxiliary Variables That Can Increase Bias in Missing Data Problems. Multivariate Behavioral Research 49:5, pages 443-459.
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Daniel L. Oberski & Jeroen K. Vermunt. (2013) A Model-Based Approach to Goodness-of-Fit Evaluation in Item Response Theory. Measurement: Interdisciplinary Research and Perspectives 11:3, pages 117-122.
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Wei Wu & StephenG. West. (2013) Detecting Misspecification in Mean Structures for Growth Curve Models: Performance of Pseudo R 2s and Concordance Correlation Coefficients. Structural Equation Modeling: A Multidisciplinary Journal 20:3, pages 455-478.
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Elena Revilla, Maria Jesús Sáenz & Desirée Knoppen. (2013) Towards an empirical typology of buyer–supplier relationships based on absorptive capacity. International Journal of Production Research 51:10, pages 2935-2951.
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TiffanyA. Whittaker. (2013) The Impact of Noninvariant Intercepts in Latent Means Models. Structural Equation Modeling: A Multidisciplinary Journal 20:1, pages 108-130.
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Melanie Revilla & WillemE. Saris. (2013) The Split-Ballot Multitrait-Multimethod Approach: Implementation and Problems. Structural Equation Modeling: A Multidisciplinary Journal 20:1, pages 27-46.
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Laura Guillén & Willem E. Saris. (2013) Competencies, Personality Traits, and Organizational Rewards of Middle Managers: A Motive-Based Approach. Human Performance 26:1, pages 66-92.
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Moritz Heene, Sven Hilbert, H. Harald Freudenthaler & Markus Bühner. (2012) Sensitivity of SEM Fit Indexes With Respect to Violations of Uncorrelated Errors. Structural Equation Modeling: A Multidisciplinary Journal 19:1, pages 36-50.
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Ilona Papousek, Kai Ruggeri, Daniel Macher, Manuela Paechter, Moritz Heene, ElisabethM. Weiss, Günter Schulter & H. Harald Freudenthaler. (2012) Psychometric Evaluation and Experimental Validation of the Statistics Anxiety Rating Scale. Journal of Personality Assessment 94:1, pages 82-91.
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TiffanyA. Whittaker. (2012) Using the Modification Index and Standardized Expected Parameter Change for Model Modification. The Journal of Experimental Education 80:1, pages 26-44.
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Wiede Vissers, Giel Hutschemaekers, Ger Keijsers, William Van der Veld & Gert-Jan Hendriks. (2010) Utility of measuring remoralization in addition to symptoms in efficacy research: A preliminary study. Psychotherapy Research 20:5, pages 611-618.
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