The promise of machine learning in predicting treatment outcomes in psychiatry AM Chekroud, J Bondar, J Delgadillo, G Doherty, A Wasil, M Fokkema, ... World Psychiatry 20 (2), 154-170, 2021 | 344 | 2021 |
How performing PCA and CFA on the same data equals trouble M Fokkema, S Greiff European Journal of Psychological Assessment 33 (6), 399, 2017 | 311 | 2017 |
Detecting treatment-subgroup interactions in clustered data with generalized linear mixed-effects model trees M Fokkema, N Smits, A Zeileis, T Hothorn, H Kelderman Behavior Research Methods 50 (5), 2016–2034, 2018 | 238 | 2018 |
Depressive and anxiety disorders and the association with obesity, physical, and social activities LM de Wit, M Fokkema, A van Straten, F Lamers, P Cuijpers, ... Depression and Anxiety 27 (11), 1057-1065, 2010 | 230 | 2010 |
Measurement invariance of the center for epidemiological studies depression scale (CES-D) among chinese and dutch elderly B Zhang, M Fokkema, P Cuijpers, J Li, N Smits, A Beekman BMC Medical Research Methodology 11 (1), 74, 2011 | 132 | 2011 |
Response shifts in mental health interventions: An illustration of longitudinal measurement invariance. M Fokkema, N Smits, H Kelderman, P Cuijpers Psychological Assessment 25 (2), 520, 2013 | 124 | 2013 |
Adolescent Interpersonal Relationships, Social Support and Loneliness in High Schools: Mediation Effect and Gender Differences B Zhang, Q Gao, M Fokkema, V Alterman, Q Liu Social Science Research 53, 104–117, 2015 | 96 | 2015 |
Longitudinal measurement invariance of the Beck Scale for Suicide Ideation DP De Beurs, M Fokkema, MH De Groot, J De Keijser, AJFM Kerkhof Psychiatry Research 225 (3), 368–373, 2015 | 84 | 2015 |
Generalized linear mixed-model (GLMM) trees: A flexible decision-tree method for multilevel and longitudinal data M Fokkema, J Edbrooke-Childs, M Wolpert Psychotherapy Research 31 (3), 329-341, 2021 | 68 | 2021 |
Fitting prediction rule ensembles with R package pre M Fokkema Journal of Statistical Software 92 (12), 1-30, 2020 | 54* | 2020 |
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 AN de Wijn, M Fokkema, MP van der Doef Journal of Nursing Management 30 (1), 187-197, 2022 | 35 | 2022 |
Optimizing the assessment of suicidal behavior: The application of curtailment techniques DP de Beurs, M Fokkema, RC O’Connor Journal of Affective Disorders 196, 218-224, 2016 | 34 | 2016 |
Moderators of change in an Internet-based intervention for eating disorders with different levels of therapist support: What works for whom? JJ Aardoom, AE Dingemans, M Fokkema, P Spinhoven, EF Van Furth Behaviour Research and Therapy 89, 66-74, 2017 | 30 | 2017 |
The effect of childhood adversity on 4-year outcome in individuals at ultra high risk for psychosis in the Dutch Early Detection Intervention Evaluation (EDIE-NL) Trial TC Kraan, HK Ising, M Fokkema, E Velthorst, DPG van den Berg, ... Psychiatry Research 247, 55-62, 2017 | 30 | 2017 |
Fitting prediction rule ensembles to psychological research data: An introduction and tutorial M Fokkema, C Strobl Psychological Methods 25 (5), 636-652, 2020 | 28 | 2020 |
Identity change among smokers and ex-smokers: Findings from the ITC Netherlands Survey. E Meijer, C van Laar, WA Gebhardt, M Fokkema, B van den Putte, ... Psychology of Addictive Behaviors 31 (4), 465, 2017 | 28 | 2017 |
SEM-based out-of-sample predictions M de Rooij, JD Karch, M Fokkema, Z Bakk, BC Pratiwi, H Kelderman Structural Equation Modeling: A Multidisciplinary Journal 30 (1), 132-148, 2023 | 27 | 2023 |
Machine learning and prediction in psychological assessment: Some promises and pitfalls. M Fokkema, D Iliescu, S Greiff, M Ziegler European Journal of Psychological Assessment 38 (3), 2022 | 27 | 2022 |
Which patients benefit specifically from short-term psychodynamic psychotherapy (STPP) for depression? Study protocol of a systematic review and meta-analysis of individual … E Driessen, AA Abbass, JP Barber, MBC Gibbons, JJM Dekker, ... BMJ Open 8 (2), e018900, 2018 | 26 | 2018 |
Nanoplastics causes extensive congenital malformations during embryonic development by passively targeting neural crest cells M Wang, M Rücklin, RE Poelmann, CL de Mooij, M Fokkema, ... Environment International 173, 107865, 2023 | 22 | 2023 |