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MEASUREMENT, STATISTICS, AND RESEARCH DESIGN

Three-Level Analysis of Single-Case Experimental Data: Empirical Validation

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Milica Miočević, Fayette Klaassen, Mariola Moeyaert & Gemma G. M. Geuke. (2023) Optimal Practices for Mediation Analysis in AB Single Case Experimental Designs. The Journal of Experimental Education 0:0, pages 1-18.
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Mariola Moeyaert, Panpan Yang & Yukang Xue. (2023) Individual Participant Data Meta-Analysis Including Moderators: Empirical Validation. The Journal of Experimental Education 0:0, pages 1-18.
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Eunkyeng Baek, Wen Luo & Maria Henri. (2022) Issues and solutions in meta-analysis of single-case design with multiple dependent variables using multilevel modeling. The Journal of Experimental Education 90:4, pages 934-961.
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Lies Declercq, Laleh Jamshidi, Belén Fernández Castilla, Mariola Moeyaert, S. Natasha Beretvas, John M. Ferron & Wim Van den Noortgate. (2022) Multilevel Meta-Analysis of Individual Participant Data of Single-Case Experimental Designs: One-Stage versus Two-Stage Methods. Multivariate Behavioral Research 57:2-3, pages 298-317.
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Laleh Jamshidi, Lies Declercq, Belén Fernández-Castilla, John M. Ferron, Mariola Moeyaert, S. Natasha Beretvas & Wim Van den Noortgate. (2021) Bias Adjustment in Multilevel Meta-Analysis of Standardized Single-Case Experimental Data. The Journal of Experimental Education 89:2, pages 344-361.
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Kristie Asaro-Saddler, Mariola Moeyaert, Xinyun Xu & Xiaoyi Yerden. (2021) Multilevel meta-analysis of the effectiveness of self-regulated strategy development in writing for children with ASD. Exceptionality 29:2, pages 150-166.
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Eunkyeng Baek, S. Natasha Beretvas, Wim Van den Noortgate & John M. Ferron. (2020) Brief Research Report: Bayesian Versus REML Estimations With Noninformative Priors in Multilevel Single-Case Data. The Journal of Experimental Education 88:4, pages 698-710.
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Mariola Moeyaert, Diana Akhmedjanova, John Ferron, S. Natasha Beretvas & Wim Van den Noortgate. (2020) Effect size estimation for combined single-case experimental designs. Evidence-Based Communication Assessment and Intervention 14:1-2, pages 28-51.
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Milica Miočević, Fayette Klaassen, Gemma Geuke, Mariola Moeyaert & Marija Maric. (2020) Using Bayesian methods to test mediators of intervention outcomes in single-case experimental designs. Evidence-Based Communication Assessment and Intervention 14:1-2, pages 52-68.
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Seang-Hwane Joo, John M. Ferron, Mariola Moeyaert, S. Natasha Beretvas & Wim Van den Noortgate. (2019) Approaches for Specifying the Level-1 Error Structure When Synthesizing Single-Case Data. The Journal of Experimental Education 87:1, pages 55-74.
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Julie Brosnan, Mariola Moeyaert, Kendra Brooks Newsome, Olive Healy, Mieke Heyvaert, Patrick Onghena & Wim Van den Noortgate. (2018) Multilevel Analysis of Multiple-baseline Data Evaluating Precision Teaching as an Intervention for Improving Fluency in Foundational Reading Skills for at Risk Readers. Exceptionality 26:3, pages 137-161.
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Phillip Sherlock, Laura C. Chezan, Katie Wolfe, Erik Drasgow & Brian Habing. (2018) Using linear mixed effects models: A single-case experimental design meta-analysis of functional communication training. Evidence-Based Communication Assessment and Intervention 12:1-2, pages 31-53.
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Mieke Heyvaert, Mariola Moeyaert, Paul Verkempynck, Wim Van den Noortgate, Marlies Vervloet, Maaike Ugille & Patrick Onghena. (2017) Testing the Intervention Effect in Single-Case Experiments: A Monte Carlo Simulation Study. The Journal of Experimental Education 85:2, pages 175-196.
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Mariola Moeyaert, Maaike Ugille, John M. Ferron, S. Natasha Beretvas & Wim Van den Noortgate. (2016) The Misspecification of the Covariance Structures in Multilevel Models for Single-Case Data: A Monte Carlo Simulation Study. The Journal of Experimental Education 84:3, pages 473-509.
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Ian Hembry, Rommel Bunuan, S. Natasha Beretvas, John M. Ferron & Wim Van den Noortgate. (2015) Estimation of a Nonlinear Intervention Phase Trajectory for Multiple-Baseline Design Data. The Journal of Experimental Education 83:4, pages 514-546.
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Articles from other publishers (34)

Mariola Moeyaert, Marzieh Dehghan-Chaleshtori, Xinyun Xu & Panpan Yang. (2023) Single-case design meta-analyses in education and psychology: a systematic review of methodology. Frontiers in Research Metrics and Analytics 8.
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Eunkyeng Baek, Wen Luo & Kwok Hap Lam. (2023) Meta-Analysis of Single-Case Experimental Design using Multilevel Modeling. Behavior Modification 47:6, pages 1546-1573.
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Mariola Moeyaert, Panpan Yang, Xinyun Xu & Esther Kim. (2021) Characteristics of Moderators in Meta-Analyses of Single-Case Experimental Design Studies. Behavior Modification 47:6, pages 1510-1545.
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Eunkyeng Baek & Wen Luo. (2022) Modeling multiple dependent variables in meta-analysis of single-case experimental design using multilevel modeling. Behavior Research Methods 55:7, pages 3760-3771.
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Seang-Hwane Joo, Yan Wang, John Ferron, S. Natasha Beretvas, Mariola Moeyaert & Wim Van Den Noortgate. (2021) Comparison of Within- and Between-Series Effect Estimates in the Meta-Analysis of Multiple Baseline Studies. Journal of Educational and Behavioral Statistics 47:2, pages 131-166.
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Johan W.S. Vlaeyen, Patrick Onghena, Kimberly J. Vannest & Thomas R. Kratochwill. 2022. Comprehensive Clinical Psychology. Comprehensive Clinical Psychology 1 28 .
Haoran Li, Wen Luo, Eunkyeng Baek, Christopher G. Thompson & Kwok Hap Lam. (2021) Estimation and statistical inferences of variance components in the analysis of single-case experimental design using multilevel modeling. Behavior Research Methods 54:4, pages 1559-1579.
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René Tanious & Patrick Onghena. (2020) A systematic review of applied single-case research published between 2016 and 2018: Study designs, randomization, data aspects, and data analysis. Behavior Research Methods 53:4, pages 1371-1384.
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Hye-Ryen Jang & Johnmarshall Reeve. (2021) Intrinsic instructional goal adoption increases autonomy-supportive teaching: A randomized control trial and intervention. Learning and Instruction 73, pages 101415.
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Mariola Moeyaert, David A. Klingbeil, Emily Rodabaugh & Merve Turan. (2019) Three-Level Meta-Analysis of Single-Case Data Regarding the Effects of Peer Tutoring on Academic and Social-Behavioral Outcomes for At-Risk Students and Students With Disabilities. Remedial and Special Education 42:2, pages 94-106.
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Prathiba Natesan Batley, Ratna Nandakumar, Jayme M. Palka & Pragya Shrestha. (2021) Comparing the Bayesian Unknown Change-Point Model and Simulation Modeling Analysis to Analyze Single Case Experimental Designs. Frontiers in Psychology 11.
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Laleh Jamshidi, Lies Declercq, Belén Fernández-Castilla, John M. Ferron, Mariola Moeyaert, S. Natasha Beretvas & Wim Van den Noortgate. (2020) Multilevel meta-analysis of multiple regression coefficients from single-case experimental studies. Behavior Research Methods 52:5, pages 2008-2019.
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Prathiba Natesan Batley, Tom Minka & Larry Vernon Hedges. (2020) Investigating immediacy in multiple-phase-change single-case experimental designs using a Bayesian unknown change-points model. Behavior Research Methods 52:4, pages 1714-1728.
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Bart Michiels, René Tanious, Tamal Kumar De & Patrick Onghena. (2019) A randomization test wrapper for synthesizing single-case experiments using multilevel models: A Monte Carlo simulation study. Behavior Research Methods 52:2, pages 654-666.
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Mariola Moeyaert, Rumen Manolov & Emily Rodabaugh. (2018) Meta-Analysis of Single-Case Research via Multilevel Models: Fundamental Concepts and Methodological Considerations. Behavior Modification 44:2, pages 265-295.
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Peter Verboon & Gjalt-Jorn Ygram Peters. (2018) Applying the Generalized Logistic Model in Single Case Designs: Modeling Treatment-Induced Shifts. Behavior Modification 44:1, pages 27-48.
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Lies Declercq, Laleh Jamshidi, Belén Fernández-Castilla, S. Natasha Beretvas, Mariola Moeyaert, John M. Ferron & Wim Van den Noortgate. (2018) Analysis of single-case experimental count data using the linear mixed effects model: A simulation study. Behavior Research Methods 51:6, pages 2477-2497.
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Prathiba Natesan. (2019) Fitting Bayesian Models for Single-Case Experimental Designs. Methodology 15:4, pages 147-156.
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Mariola Moeyaert. (2018) Quantitative Synthesis of Research Evidence: Multilevel Meta-Analysis. Behavioral Disorders 44:4, pages 241-256.
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Bart Michiels & Patrick Onghena. (2018) Nonparametric meta-analysis for single-case research: Confidence intervals for combined effect sizes. Behavior Research Methods 51:3, pages 1145-1160.
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Christelle Robert. (2019) L’utilisation de protocoles individuels expérimentaux et quasi-expérimentaux en psychologie : aspects théoriques et méthodologiques. L’Année psychologique Vol. 119:1, pages 55-96.
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Kimberly J. Vannest, Corey Peltier & April Haas. (2018) Results reporting in single case experiments and single case meta-analysis. Research in Developmental Disabilities 79, pages 10-18.
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Laleh Jamshidi, Mieke Heyvaert, Lies Declercq, Belén Fernández-Castilla, John M. Ferron, Mariola Moeyaert, S. Natasha Beretvas, Patrick Onghena & Wim Van den Noortgate. (2018) Methodological quality of meta-analyses of single-case experimental studies. Research in Developmental Disabilities 79, pages 97-115.
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Vanessa A. Völlinger, Marina Supanc & Joachim C. Brunstein. (2018) Examining between‐group and within‐group effects of a peer‐assisted reading strategies intervention. Psychology in the Schools 55:5, pages 573-589.
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Patrick Onghena, Bart Michiels, Laleh Jamshidi, Mariola Moeyaert & Wim Van den Noortgate. (2017) One by One: Accumulating Evidence by using Meta-Analytical Procedures for Single-Case Experiments. Brain Impairment 19:1, pages 33-58.
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Ravi Karkar, Jessica Schroeder, Daniel A. Epstein, Laura R. Pina, Jeffrey Scofield, James Fogarty, Julie A. Kientz, Sean A. Munson, Roger Vilardaga & Jasmine Zia. (2017) TummyTrials. TummyTrials.
Stephanie Morano, Salvador Ruiz, Jiwon Hwang, Jennifer L. Wertalik, Jeremy Moeller, Muhammed Akif Karal & Austin Mulloy. (2017) Meta-analysis of single-case treatment effects on self-injurious behavior for individuals with autism and intellectual disabilities. Autism & Developmental Language Impairments 2, pages 239694151668839.
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David A. Klingbeil, Aaron J. Fischer, Tyler L. Renshaw, Bradley S. Bloomfield, Ben Polakoff, Jessica B. Willenbrink, Rebecca A. Copek & Kai Tai Chan. (2016) EFFECTS OF MINDFULNESS‐BASED INTERVENTIONS ON DISRUPTIVE BEHAVIOR: A META‐ANALYSIS OF SINGLE‐CASE RESEARCH. Psychology in the Schools 54:1, pages 70-87.
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Mariola Moeyaert, Daniel Maggin & Jay Verkuilen. (2016) Reliability, Validity, and Usability of Data Extraction Programs for Single-Case Research Designs. Behavior Modification 40:6, pages 874-900.
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Merlande Petit-Bois, Eun Kyeng Baek, Wim Van den Noortgate, S. Natasha Beretvas & John M. Ferron. (2015) The consequences of modeling autocorrelation when synthesizing single-case studies using a three-level model. Behavior Research Methods 48:2, pages 803-812.
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Eun Kyeng Baek, Merlande Petit-Bois, Wim Van den Noortgate, S. Natasha Beretvas & John M. Ferron. (2014) Using Visual Analysis to Evaluate and Refine Multilevel Models of Single-Case Studies. The Journal of Special Education 50:1, pages 18-26.
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Ravi Karkar, Jasmine Zia, Roger Vilardaga, Sonali R Mishra, James Fogarty, Sean A Munson & Julie A Kientz. (2016) A framework for self-experimentation in personalized health. Journal of the American Medical Informatics Association 23:3, pages 440-448.
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Mariola Moeyaert, John M. Ferron, S. Natasha Beretvas & Wim Van den Noortgate. (2014) From a single-level analysis to a multilevel analysis of single-case experimental designs. Journal of School Psychology 52:2, pages 191-211.
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Mariola Moeyaert, Maaike Ugille, John M. Ferron, S. Natasha Beretvas & Wim Van den Noortgate. (2012) Modeling external events in the three-level analysis of multiple-baseline across-participants designs: A simulation study. Behavior Research Methods 45:2, pages 547-559.
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