Analyzing multiple outcomes in clinical research using multivariate multilevel models.

Cited by (165)

Items 101–165 of 165

1. Pune GSH supplementation study: Analyzing longitudinal changes in type 2 diabetic patients using linear mixed-effects models
   Arjun Kolappurath Madathil, Saroj Ghaskadbi, Saurabh D. Kalamkar, Pranay Goel · 2023 · Frontiers in Pharmacology
2. Nonlinear Strain Effects on Delinquent Behavior and Depressive Symptoms
   John P. Hoffmann · 2018 · Journal of Research in Crime and Delinquency
3. YMCA exercise intervention to augment smoking cessation treatment in adults with high anxiety sensitivity: Study protocol for a randomized controlled trial
   Jasper A. J. Smits, Michael J. Zvolensky, David Rosenfield, Richard A. Brown, Slaton Z. Freeman, Christina D. Dutcher, Haley E. Conroy, Noura Alavi · 2018 · Contemporary Clinical Trials
4. Psychological flexibility and the moderating role of the therapeutic working alliance in Acceptance and Commitment Therapy in Daily Life (ACT-DL) in an early psychosis sample
   Evelyne van Aubel, Thomas Vaessen, Ruud van Winkel, Ginette Lafit, Annelie Klippel, Wolfgang Viechtbauer, Tim Batink, Mark van der Gaag, Thérèse van Amelsvoort, Machteld C. Marcelis et al. · 2022 · medRxiv
5. Adverse Childhood Experiences (ACEs) and the Family Environment: Examining the Association Between ACEs and Different Types of Juvenile Recidivism
   William M. Casey, Sonja E. Siennick, Jennifer E. Copp · 2025 · Crime & Delinquency
6. The effect of Oxytocin administration on patient-therapist alliance congruence: Results from a randomized controlled trial
   Ariella Grossman‐Giron, Hadar Fisher, Dana Atzil–Slonim, Hagai Maoz, Uri Nitzan, Dana Tzur Bitan · 2023 · Psychotherapy Research
7. Uncovering Processes and Pathways in Family–School Research: Modeling Innovations for Handling Data Complexities
   S. Natasha Beretvas · 2015 · Springer eBooks
8. Within-Person Associations Between Physical and Social Contexts With Movement Behavior Compositions in Adolescents: An Ecological Momentary Assessment Study Using a Compositional Data Analysis Approach
   Matthew Bourke, Rhiannon Kate Patten, Toni Adele Hilland, Melinda Jane Craike · 2022 · Journal of Physical Activity and Health
9. The Performance of Multivariate Methods for Two-Group Comparisons with Small Samples and Incomplete Data
   Keenan A. Pituch, Megha Joshi, Molly E. Cain, Tiffany A. Whittaker, Wan‐Chen Chang, Ryoungsun Park, Graham J. McDougall · 2019 · Multivariate Behavioral Research
10. Approach bias retraining to augment smoking cessation: Study protocol for a randomized controlled trial
    Jasper A. J. Smits, Scarlett O. Baird, Mike Rinck, David Rosenfield, Christopher Graham Beevers, Richard A. Brown, Haley E. Conroy, Noura Alavi, Christina D. Dutcher, Slaton Z. Freeman · 2019 · Contemporary Clinical Trials Communications
11. Comparing Statistical Significance versus DIC for Selecting Best-Fitting Multivariate Multiple-Membership Random-Effects Model
    Sunyoung Park, S. Natasha Beretvas · 2019 · The Journal of Experimental Education
12. Extending Egger’s Regression: Detecting Outcome Reporting Bias in Meta-Analysis on Dependent Multiple Outcomes
    Sunyoung Park, S. Natasha Beretvas, Tyler E. Smith · 2025 · The Journal of Experimental Education
13. Increases in trunk velocity during lifting are associated with improvements in disability and self-efficacy in people with chronic low back pain during cognitive functional therapy: a longitudinal analysis of the RESTORE trial
    Ivan P.H. Au, Anne Julia Smith, Peter O’Sullivan, Leo Ng, Nic Saraceni, Lesa Hoffman, Amity Campbell · 2025 · Occupational and Environmental Medicine
14. A multilevel structured latent curve model for disaggregating student and school contributions to learning
    Daniel McNeish, Jeffrey R. Harring, Denis Dumas · 2022 · Statistical Methods & Applications
15. When the outcome is compositional: A method for conducting compositional response linear mixed models for physical activity, sedentary behaviour and sleep research
    Aaron Miatke, Ty Stanford, Tim Olds, François Fraysse, Carol Ann Maher, Josep Antoni Martín Fernández, Dot Dumuid · 2026 · PLoS ONE
16. Interpersonal behavior in couple therapy: Concurrent and prospective associations with depressive symptoms and relationship distress
    Lynne Marie Knobloch-Fedders, Stephanie J. Wilson · 2018 · Psychotherapy Research
17. A mental imagery micro-intervention to increase positive affect in outpatient CBT sessions (PACIfIC): Study protocol of a randomized controlled implementation trial
    Jan Schürmann‐Vengels, Philipp Pascal Victor, Patrizia Odyniec, Christoph Flückiger, Tobias Teismann, Ulrike Willutzki · 2022 · Clinical Psychology in Europe
18. White coat and masked effects depend on blood pressure level and time of blood pressure measurement
    Matthieu Halfon, Patrick Taffé, Grégoire Wuerzner · 2025 · Frontiers in Medicine
19. Change of d-irection: current limitations and future directions in psychological meta-analysis
    Irene Alfarone, Matthias Gondan · 2026 · Frontiers in Psychology
20. A longitudinal investigation of the relationship between Chinese counseling trainees’ anxiety and client symptom outcome
    Xu Li, Manxuan Wu, Chaihua Lin · 2023 · Counselling Psychology Quarterly
21. Does Measurement Matter? Examining the Impact of Outcome Measurement Variation On the Rates and Predictors of Juvenile Recidivism
    Sonja E. Siennick, Jhon A. Pupo, William M. Casey, Dequan J. Cowell, Brian J. Stults · 2024 · American Journal of Criminal Justice
22. Analyzing Processing Time Data in Applied Linguistics and Second Language Research
    Bronson Hui · 2019 · Journal of Research Design and Statistics in Linguistics and Communication Science
23. Capitalisation, motivational effectiveness, and regulatory mode: a daily diary study of romantic partners
    Bar Rehani, Eran Bar‐Kalifa · 2022 · Cognition & Emotion
24. N-Acetylcysteine for Smoking Cessation Among Dual Users of Tobacco and Cannabis: Protocol and Rationale for a Randomized Controlled Trial
    Ellen D Herbst, David Pennington, Brian E. Borsari, Jennifer Knapp Manuel, Matthew M. Yalch, Eric Alcid, Madeline Martinez Rivas, Joannalyn Delacruz, Nathan Rossi, Brianna Garcia et al. · 2023 · Contemporary Clinical Trials
25. Advances in data analytic methods for evaluating treatment outcome and mechanisms of change: Introduction to the special issue.
    Scott N. Compton, David Rosenfield, Stefan G. Hofmann, Jasper A. J. Smits · 2014 · Journal of Consulting and Clinical Psychology
26. Negative Emotions, Working Memory, and Risk-Related Regulatory Behaviors in Active-Duty Firefighters and First-Year College Students
    Benjamin J. Mitchell, Brittany J. Baugher, Karin G. Coifman · 2025 · Cognitive Therapy and Research
27. Dampening versus amplification: Intrapersonal and interpersonal vocal affect dynamics during psychotherapy for depression
    Adar Paz, Eshkol Rafaeli, Eran Bar‐Kalifa, Eva Gilboa‐Schechtman, Sharon Gannot, Shrikanth Shri Narayanan, Dana Atzil–Slonim · 2025 · Psychotherapy Research
28. Flexible Labor and Political Competition: Understanding Women’s Race-Specific Incarceration Rates
    Pavel V. Vasiliev · 2023 · Critical Criminology
29. Development and Initial Validation of the Therapist Ambiguity Intolerance Scale: Evidence Based on Multilevel Data and Analyses
    Hui Xu, Zhi‐Jin Hou, Jiajia Zhu, Lan Zhang · 2025 · Psychotherapy Research
30. Pulsation of brain tissue increases in response to caffeine: a pilot healthy volunteer study
    Jennifer K. Nicholls, Andrea Lecchini‐Visintini, Alanoud Almudayni, Jonathan Ince, Jatinder Singh Minhas, Emma M.L. Chung · 2025 · Physiological Measurement
31. Evaluation of Two Web-Based Interventions (REMOTION and Res-Up!) for Clients From Psychotherapy Waitlists in Routine Outpatient Psychotherapy (Therapy Online Plus-TOP): Randomized Controlled Trial
    Leonie Franziska Trimpop, Laura Luisa Bielinski, Jan Schürmann‐Vengels, Sebastian Appelbaum, Thomas M. Berger, Ulrike Willutzki · 2026 · Journal of Medical Internet Research
32. An Introduction to a New Generation of Clinical Statistical Approaches
    Richard B Miller · 2020 · Journal of Marital and Family Therapy
33. The Impact of Mental Imagery Instructions on Patients' and Therapists' Positive Affect and Strength‐Based Behaviours Within Psychotherapy Sessions: A Randomized Controlled Process Study
    Jan Schürmann‐Vengels, Christoph Flückiger, Emilia Reyer, Patrizia Odyniec, Ulrike Willutzki · 2024 · Clinical Psychology & Psychotherapy
34. O uso de Mapas Auto-organizáveis como ferramenta de Análise Exploratória para Testes Cognitivos destinados a medir o Desempenho Escolar
    Johne Marcus Jarske, Alessandra Gotuzo Seabra, Leandro Rodrigues Nascimento da Silva · 2016 · Anais ... Workshops do Congresso Brasileiro de Informática na Educação
35. Effect of stressful life events on subclinical psychotic symptoms in first-degree relatives and healthy controls
    Aleksandra Monika Lachowicz, Thomas Vaessen, Evelyne van Aubel, Anna Butjosa, Ulrich Reininghaus, Inez Myin‐Germeys, Thérèse van Amelsvoort, Agna A. Bartels‐Velthuis, Richard Bruggeman, Wiepke Cahn et al. · 2022 · Schizophrenia Research
36. Innovations in Systemic Family Therapy Effectiveness Research
    Richard B Miller, Matthew E. Jaurequi · 2020 · The Handbook of Systemic Family Therapy
37. Process Research
    Lee N. Johnson, Laura M. Evans, Brian Baucom, Jason B. Whiting · 2020 · Wiley eBooks
38. Essays on Digital Health and Preventive Care Analytics
    Karthik Srinivasan · 2019 · UA Campus Repository (The University of Arizona)
39. Social Change in Social Dominance Theory: Ideological Norms and Violence Prevention in Gender Relations
    Andrew Lee Stewart · 2015 · OpenCommons at University of Connecticut (University of Connecticut)
40. An Exploratory Study of a Reflecting Team’s Influence on the Family Meaning System in The Self-Harm Intervention Family Therapy (SHIFT) Trial
    Christina Barker · 2016 · White Rose eTheses Online (University of Leeds, The University of Sheffield, University of York)
41. Revisiting the Relationship Between Science Teaching Practice and Scientific Literacy: Multi-level Analysis Using PISA
    Hye Sun You · 2022 · Springer eBooks
42. Innovations in Systemic Family Therapy Effectiveness Research
    Richard B Miller, Matthew E. Jaurequi · 2020 · The Handbook of Systemic Family Therapy
43. Process Research
    Lee N. Johnson, Laura M. Evans, Brian Baucom, Jason B. Whiting · 2020 · Wiley eBooks
44. Small Sample Performance of Multilevel and Traditional Methods for Multivariate Group Comparisons With Incomplete Data
    Keenan A. Pituch · 2019 · American Educational Research Association Annual Meeting (AERA)
45. Family background consistently affects economic success across the life cycle: A research note on how brother correlations overlap over the life course
    Kristian Bernt Karlson · 2024 · British Journal of Sociology
46. Efficacy and implementation of exercise-based smoking cessation treatment for adults with high anxiety sensitivity (STEP): Study protocol for a randomized controlled trial
    Jasper A. J. Smits, Michael J. Zvolensky, Marshall K. Cheney, David Rosenfield, Richard A. Brown, Stacey Stevens Manser, Michael W. Otto, Slaton Z. Freeman, Marla I. Sarmiento, Sydney E. Thureen · 2024 · Contemporary Clinical Trials
47. Multivariate Multilevel Analysis: An Elegant Alternative for the Separate Analysis of Correlated Outcomes
    Jos W. R. Twisk, Adriaan W. Hoogendoorn, Wieke de Vente · 2024 · Archives of Epidemiology
48. Explained Variance in Two-Level Models: A New Approach
    Anders Holm, Ben Jann, Kristian Bernt Karlson · 2025 · Sociological Methodology
49. Mixed and hierarchical statistical models
    John P. Hoffmann · 2025 · Elsevier eBooks
50. Additional file 1 of Day-to-day pattern of work and leisure time physical behaviours: are low socioeconomic status adults couch potatoes or work warriors?
    Charlotte Lund Rasmussen, Dorothea Dumuid, Hron, Karel, Nidhi Gupta, Jørgensen, Marie Birk, Kirsten Nabe‐Nielsen, Andreas Holtermann · 2021 · Figshare
51. Additional file 2 of Day-to-day pattern of work and leisure time physical behaviours: are low socioeconomic status adults couch potatoes or work warriors?
    Charlotte Lund Rasmussen, Dorothea Dumuid, Hron, Karel, Nidhi Gupta, Jørgensen, Marie Birk, Kirsten Nabe‐Nielsen, Andreas Holtermann · 2021 · Figshare
52. Additional file 4 of Day-to-day pattern of work and leisure time physical behaviours: are low socioeconomic status adults couch potatoes or work warriors?
    Charlotte Lund Rasmussen, Dorothea Dumuid, Hron, Karel, Nidhi Gupta, Marie Birk Jørgensen, Kirsten Nabe‐Nielsen, Andreas Holtermann · 2021 · Figshare
53. Additional file 3 of Day-to-day pattern of work and leisure time physical behaviours: are low socioeconomic status adults couch potatoes or work warriors?
    Charlotte Lund Rasmussen, Dorothea Dumuid, Hron, Karel, Nidhi Gupta, Jørgensen, Marie Birk, Kirsten Nabe‐Nielsen, Andreas Holtermann · 2021 · Figshare
54. Evaluation of Multivariate Multiple-Membership Random-Effects Model Under Different Random-Effects Covariance Matrix Constraints
    Sunyoung Park, S. Natasha Beretvas · 2025 · The Journal of Experimental Education
55. Regional Variation in the Association Between the Changes of the Old-Age and Low-Income Shares in Finland during 2000–2020
    Timo Kauppinen, Milena Nevanto · 2025 · Nordic Yearbook of Population Research
56. A Primer for Embracing Longitudinal Methods to Understand Change in Counseling Research
    Peitao Zhu, Priyanka Jha, Babatola Samuel Arogundade · 2025 · Counseling Outcome Research and Evaluation
57. Intergenerational Estrangement in Germany: Same‐Gender Relationships Predict Reduced Closeness to Fathers but Not Mothers
    Anne R. Vogel, Elisabeth R. Geller, Melanie S. Fischer · 2026 · Journal of Marriage and the Family
58. Respiratory sinus arrhythmia as a within-session biomarker in depression psychotherapy: integrating resting RSA and RSA reactivity
    Omer Goren, Adar Paz, Eran Bar‐Kalifa, Eva Gilboa‐Schechtman, Dana Atzil–Slonim · 2026 · Psychotherapy Research
59. What Should We Watch Today? The Role of Shared TV Watching in Couples' Daily Shared Reality
    Ravid Haruvi, Yael Bar‐Shachar, Noam Shuv, Yahel Dan, Eran Bar‐Kalifa · 2026 · Personal Relationships
60. Synchrony in therapist’s and patient’s vocally encoded arousal and its association with the quality of the therapeutic relationship
    Stéphanie Blanc, Kevin A. Hallgren, Jacques Gaume · 2026 · Psychotherapy Research
61. Written-Exposure Therapy for Transdiagnostic Anxiety Symptoms: Treatment Efficacy and Mechanisms of Change
    Elad Zlotnick, Hila Sorka, Snir Barzilay, Jonathan D. Huppert · 2026 · Clinical Psychological Science
62. Predictors of perceived social support and loneliness over time: A population-based study in Switzerland, 2021-2025
    Stephanie Schrempft, Hélène Baysson, Roxane Dumont, Silvia Stringhini, Idris Guessous, Mayssam Nehme · 2026 · Public Health
63. The Impact of Mindfulness as a Session‐Introduction on Symptoms and Alliance in Individual Cognitive‐Behavioral Therapy With Children and Adolescents: A Randomized Controlled Trial
    Julia Kalmar, Ines Baumann, Elena Schleiting, Anne Grünert, Eva Vonderlin, Katajun Lindenberg, Andreas B. Neubauer, Thomas Heidenreich, Johannes Mander · 2026 · Journal of Clinical Psychology
64. Economic neoliberalization, inter-party competition and institutional precursors of gender-specific incarceration rates in the United States, 1981–2021
    Pavel V. Vasiliev · 2026 · The British Journal of Criminology
65. Effectiveness and Real-World Use of Self-Guided Mobile Psychological Interventions for Patients With Cancer: Pragmatic Randomized Controlled Trial (Preprint)
    Zdeňka Barešová, Monika Lekárová, Miroslav Světlák, Tatiana Malatincová, Dana Vigašová, Jiří Šedo, Jana Halámková, Alena Slezáčková, Rastislav Šumec, Pavel Humpolíček et al. · 2026