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Informative tools for characterizing individual differences in learning: Latent class, latent profile, and latent transition analysis
16 references·16 citing·29 second hopsampled
Informative tools for characterizing individual differences in learning: Latent class, latent profile, and latent transition analysis (2017)Informative tools for characterizing indi…Auxiliary Variables in Mixture Modeling: Three-Step Approaches Using M plus (2014)Auxiliary Variables in Mixtur…Longitudinal Structural Equation Modeling (2013)Longitudinal Structural Equat…poLCA : An R Package for Polytomous Variable Latent Class Analysis (2011)poLCA : An R Package for Poly…Latent Class and Latent Transition Analysis (2009)Latent Class and Latent Trans…Classical Latent Profile Analysis of Academic Self-Concept Dimensions: Synergy of Person- and Variable-Centered Approaches to Theoretical Models of Self-Concept (2009)Classical Latent Profile Anal…Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study (2007)Deciding on the Number of Cla…An Introduction to Latent Class Growth Analysis and Growth Mixture Modeling (2007)An Introduction to Latent Cla…Estimating Latent Structure Models with Categorical Variables: One-Step Versus Three-Step Estimators (2004)Estimating Latent Structure M…Latent Class Cluster Analysis (2002)Latent Class Cluster AnalysisApplied Latent Class Analysis (2002)Applied Latent Class AnalysisThe Origin of Concepts (2000)The Origin of ConceptsA person-oriented approach in research on developmental psychopathology (1997)A person-oriented approach in…Mental models of the earth: A study of conceptual change in childhood (1992)Mental models of the earth: A…Latent Class Analysis (1987)Latent Class AnalysisExploratory Latent Structure Analysis Using Both Identifiable and Unidentifiable Models (1974)Exploratory Latent Structure …Latent Structure Analysis. (1969)Latent Structure Analysis.The Cronbach’s Alpha of Domain-Specific Knowledge Tests Before and After Learning: A Meta-Analysis of Published Studies (2025)The Cronbach’s Alpha of Domai…The Landscape of Research on Prior Knowledge and Learning: a Bibliometric Analysis (2023)The Landscape of Research on …Modeling Interactions Between Multivariate Learner Characteristics and Interventions: a Person-Centered Approach (2023)Modeling Interactions Between…Epistemic Beliefs in Science—A Systematic Integration of Evidence From Multiple Studies (2022)Epistemic Beliefs in Science—…A Simulation Study on Latent Transition Analysis for Examining Profiles and Trajectories in Education: Recommendations for Fit Statistics (2022)A Simulation Study on Latent …A Primer to Latent Profile and Latent Class Analysis (2022)A Primer to Latent Profile an…Online teaching and learning in higher education: Lessons learned in crisis situations (2021)Online teaching and learning …For unto every one that hath shall be given: teachers’ competence profiles regarding the promotion of self-regulated learning moderate the effectiveness of short-term teacher training (2021)For unto every one that hath …A profile analysis of online assignment motivation: Combining achievement goal and expectancy-value perspectives (2021)A profile analysis of online …Latent Transition Analysis (LTA) : A Method for Identifying Differences in Longitudinal Change Among Unobserved Groups (2020)Latent Transition Analysis (L…Chinese adolescents' achievement goal profiles and their relation to academic burnout, learning engagement, and test anxiety (2020)Chinese adolescents' achievem…Time spent and time management in homework in elementary school students: A person-centered approach (2019)Time spent and time managemen…Early cognitive profiles predicting reading and arithmetic skills in grades 1 and 7 (2019)Early cognitive profiles pred…Variable control and conceptual change: A large-scale quantitative study in elementary school (2018)Variable control and conceptu…Profiles of young readers: Evidence from thinking aloud while reading narrative and expository texts (2018)Profiles of young readers: Ev…Commentary on latent class, latent profile, and latent transition analysis for characterizing individual differences in learning (2018)Commentary on latent class, l…Structural Equations with Latent Variables (1989)Structural Equations with Latent Variables. (1991)Identifying careless responses in survey data. (2012)Conceptual Change in Childhood (1985)Semantic Cognition: A Parallel Distributed Processing Approach (2004)Do humans have two systems to track beliefs and belief-like states? (2009)Origins of Objectivity (2010)The Structure of Scientific Revolutions (1963)Educational Psychology: A Cognitive View (1968)Categorization and Representation of Physics Problems by Experts and Novices* (1981)The Role of Anomalous Data in Knowledge Acquisition: A Theoretical Framework and Implications for Science Instruction (1993)Capturing and modeling the process of conceptual change (1994)Constructing Scientific Knowledge in the Classroom (1994)Prevalence, Severity, and Comorbidity of 12-Month DSM-IV Disorders in the National Comorbidity Survey Replication (2005)Latent Class Analysis: A Guide to Best Practice (2020)Latent profile analysis: A review and “how to” guide of its application within vocational behavior research (2020)Un sistema de clasificación de los diseños de investigación en psicología (2013)Why the items versus parcels controversy needn’t be one. (2013)Estimating and interpreting latent variable interactions (2014)Methods and Measures: Growth mixture modeling: A method for identifying differences in longitudinal change among unobserved groups (2009)Weighing the Costs of Disaster (2010)An Introduction to Latent Variable Mixture Modeling (Part 1): Overview and Cross-Sectional Latent Class and Latent Profile Analyses (2013)Finding latent groups in observed data: A primer on latent profile analysis in Mplus for applied researchers (2019)ESTIMATION OF LATENT ABILITY USING A RESPONSE PATTERN OF GRADED SCORES1 (1968)Methods and Data Analysis for Cross-Cultural Research (2021)A New Model of Social Class? Findings from the BBC’s Great British Class Survey Experiment (2013)Statistical Power to Detect the Correct Number of Classes in Latent Profile Analysis (2013)Investigating population heterogeneity with factor mixture models. (2005)The impact of urbanization on CO2 emissions: Evidence from developing countries (2011)
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References

  • 2007Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study11,376 cited
  • 2014Auxiliary Variables in Mixture Modeling: Three-Step Approaches Using M plus3,569 cited
  • 2007An Introduction to Latent Class Growth Analysis and Growth Mixture Modeling3,203 cited
  • 2013Longitudinal Structural Equation Modeling2,604 cited
  • 1969Latent Structure Analysis.2,385 cited
  • 2000The Origin of Concepts2,320 cited
  • 1987Latent Class Analysis2,081 cited
  • 2002Applied Latent Class Analysis2,019 cited
  • 2002Latent Class Cluster Analysis1,823 cited
  • 1992Mental models of the earth: A study of conceptual change in childhood1,661 cited
  • 2011poLCA : An R Package for Polytomous Variable Latent Class Analysis1,647 cited
  • 1974Exploratory Latent Structure Analysis Using Both Identifiable and Unidentifiable Models1,639 cited
  • 2009Latent Class and Latent Transition Analysis1,579 cited
  • 2004Estimating Latent Structure Models with Categorical Variables: One-Step Versus Three-Step Estimators1,399 cited
  • 1997A person-oriented approach in research on developmental psychopathology1,321 cited

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  • 2009Classical Latent Profile Analysis of Academic Self-Concept Dimensions: Synergy of Person- and Variable-Centered Approaches to Theoretical Models of Self-Concept1,241 cited
  • Cited by

    • 2021Online teaching and learning in higher education: Lessons learned in crisis situations257 cited
    • 2022A Primer to Latent Profile and Latent Class Analysis237 cited
    • 2025The Cronbach’s Alpha of Domain-Specific Knowledge Tests Before and After Learning: A Meta-Analysis of Published Studies107 cited
    • 2020Chinese adolescents' achievement goal profiles and their relation to academic burnout, learning engagement, and test anxiety84 cited
    • 2020Latent Transition Analysis (LTA) : A Method for Identifying Differences in Longitudinal Change Among Unobserved Groups71 cited
    • 2018Variable control and conceptual change: A large-scale quantitative study in elementary school64 cited
    • 2021For unto every one that hath shall be given: teachers’ competence profiles regarding the promotion of self-regulated learning moderate the effectiveness of short-term teacher training62 cited
    • 2022Epistemic Beliefs in Science—A Systematic Integration of Evidence From Multiple Studies57 cited
    • 2019Time spent and time management in homework in elementary school students: A person-centered approach54 cited
    • 2023The Landscape of Research on Prior Knowledge and Learning: a Bibliometric Analysis52 cited
    • 2018Profiles of young readers: Evidence from thinking aloud while reading narrative and expository texts44 cited
    • 2021A profile analysis of online assignment motivation: Combining achievement goal and expectancy-value perspectives44 cited
    • 2019Early cognitive profiles predicting reading and arithmetic skills in grades 1 and 737 cited
    • 2018Commentary on latent class, latent profile, and latent transition analysis for characterizing individual differences in learning37 cited
    • 2023Modeling Interactions Between Multivariate Learner Characteristics and Interventions: a Person-Centered Approach31 cited
    • 2022A Simulation Study on Latent Transition Analysis for Examining Profiles and Trajectories in Education: Recommendations for Fit Statistics30 cited