Detecting treatment-subgroup interactions in clustered data with generalized linear mixed-effects model trees

• How school leadership and innovation shape instructional pathways to student achievement across nations: Evidence from multilevel structural equation modeling and decision tree analysis

  2025 Studies In Educational Evaluation article Social Sciences School Leadership and Teacher Performance Open access

  7

  citations
• A multilevel machine learning algorithm to predict session-by-session outcome for patients receiving cognitive-behavioural therapy

  2025 Behaviour Research and Therapy article Psychology Psychotherapy Techniques and Applications Open access

  2

  citations
• One model may not fit all: Subgroup detection using model-based recursive partitioning

  2025 Journal of School Psychology article Mathematics Statistical Methods and Bayesian Inference Open access

  2

  citations
• Subgroup detection in linear growth curve models with generalized linear mixed model (GLMM) trees

  2024 Behavior Research Methods article Mathematics Statistical Methods and Bayesian Inference Open access

  13

  citations
• Predictors and moderators of three online interventions for eating disorder symptoms in a randomized controlled trial

  2023 International Journal of Eating Disorders article Psychology Eating Disorders and Behaviors Open access

  9

  citations
• Arthroscopic partial meniscectomy vs non-surgical or sham treatment in patients with MRI-confirmed degenerative meniscus tears: a systematic review and meta-analysis with individual participant data from 605 randomised patients

  2023 Osteoarthritis and Cartilage review Medicine Knee injuries and reconstruction techniques Open access

  24

  citations
• Which patients benefit from adding short-term psychodynamic psychotherapy to antidepressants in the treatment of depression? A systematic review and meta-analysis of individual participant data

  2022 Psychological Medicine review Psychology Psychotherapy Techniques and Applications Open access

  12

  citations
• Speaker discrimination as a function of vowel realization: does focus affect perception?

  2022 Dutch Journal of Applied Linguistics article Psychology Phonetics and Phonology Research Open access

  0

  citations
• The prevalence of stress‐related outcomes and occupational well‐being among emergency nurses in the Netherlands and the role of job factors: A regression tree analysis

  2021 Journal of Nursing Management article Psychology Stress and Burnout Research Open access

  52

  citations
• How long is ‘a long term’ for sound change?

  2021 Language Dynamics and Change article Social Sciences Linguistic Variation and Morphology Open access

  3

  citations
• Generalized linear mixed-model (GLMM) trees: A flexible decision-tree method for multilevel and longitudinal data

  2020 Psychotherapy Research article Mathematics Statistical Methods and Bayesian Inference Open access

  91

  citations

11 results