Li, X., Dusseldorp, E., Su, X., & Meulman, J. J. (2020). Multiple moderator meta-analysis using the R-package Meta-CART. Behavior Research Methods, 1-17. Article
Li, X., Dusseldorp, E., & Meulman, J. J. (2019). A flexible approach to identify interaction effects between moderators in meta‐analysis. Research Synthesis Methods, 10, 134–152. Article
Li, X., Dusseldorp, E., & Meulman, J. J. (2017). Meta-CART: A tool to identify interactions between moderators in meta-analysis. British Journal of Mathematical and Statistical Psychology, 70(1), 118-136. Article
Conversano, C., & Dusseldorp, E. (2017). Modeling Threshold Interaction Effects Through the Logistic Classification Trunk. Journal of Classification, 1-28. Article
Hofstetter, H., Dusseldorp, E., Zeileis, A., & Schuller, A.A. (2016). Modeling caries experience: Advantages of the use of the hurdle model. Caries Research, 50(6), 517-526. Article
Dusseldorp, E., Doove, L., & Van Mechelen, I. (2016). Quint: An R package for the identification of subgroups of clients who differ in which treatment alternative is best for them. Behavior Research Methods, 48(2), 650-663. Article
Doove, L. L., Van Deun, K., Dusseldorp, E., & Van Mechelen, I. (2015). QUINT: A tool to detect qualitative treatment-subgroup interactions in randomized controlled trials. Psychotherapy Research, (ahead-of-print), 1-11. Article
Hofstetter, H., Dusseldorp, E., Van Empelen, P., & Paulussen, T.W. (2014). A primer on the use of cluster analysis or factor analysis to assess co-occurrence of risk behaviors. Preventive Medicine, 67(2), 141-146. Article
Dusseldorp, E., van Genugten, L., van Buuren, S., Verheijden, M. W., & van Empelen, P. (2014). Combinations of Techniques That Effectively Change Health Behavior: Evidence From Meta-CART Analysis.Health Psychology, 33 1530-1540. Article
Dusseldorp, E., & Van Mechelen, I. (2014). Qualitative interaction trees: a tool to identify qualitative treatment-subgroup interactions. Statistics in medicine, 33(2), 219-237. Article and Appendix.
Doove, L. L., Dusseldorp, E., Van Deun, K., & Van Mechelen, I. (2014). A comparison of five recursive partitioning methods to find person subgroups involved in meaningful treatment-subgroup interactions. Advances in Data Analysis and Classification, 1-23. Article
Doove, L. L., Van Buuren, S., & Dusseldorp, E. (2014). Recursive partitioning for missing data imputation in the presence of interaction effects. Computational Statistics & Data Analysis, 72, 92-104. Article
Dusseldorp, E., Conversano, C., & Van Os, B.J. (2010). Combining an additive and tree-based regression model simultaneously: STIMA. Journal of Computational and Graphical and Statistics, 19 (3), 514-530. DOI: 10.1198/jcgs.2010.06089, Article and Appendix.
Manisera, M., Van der Kooij, A. J., and Dusseldorp, E. (2010). Identifying the component structure of satisfaction scales by nonlinear principal components analysis. Quality Technology & Quantitative Management, 7 (2), 97-115. Article
Conversano, C. & Dusseldorp E. (2010). Simultaneous Threshold Interaction Detection in Binary Classification. Proceedings of the 6th Conference of the Classification and Data Analysis Group of the Società Italiana di Statistica. Springer series on “Studies in Classification, Data Analysis, and Knowledge Organization”, Francesco Palumbo, Carlo N Lauro, & Michael Greenacre (Eds.), XXII, pp. 225-232. ISBN: 978-3-642-03738-2.
Dusseldorp, E. & Meulman, J. J. (2004). The regression trunk approach to discover treatment covariate interaction. Psychometrika, 69, 355-374. Article
Dusseldorp, E. & Meulman, J. J. (2002). Application of data mining tools in the behavioral sciences. In J. Meij (Ed.), Dealing with the data flood: Mining data, text and multimedia (pp. 220-234). The Hague: Netherlands Study Center for Technology Trends (STT) / Beweton.
Dusseldorp, E. & Meulman, J. J. (2001). Prediction in medicine by integrating regression trees into regression analysis with optimal scaling. Methods of Information in Medicine, 40, 403-409. Abstract.
Dusseldorp, E. (2001). Discovering Treatment Covariate Interaction: An Integration of Regression Trees and Multiple Regression. Unpublished doctoral thesis, Leiden University, Leiden, the Netherlands. Contents. Short summary in Dutch.
Dusseldorp, E. (1996). The study of aptitude treatment interaction by nonlinear methods: Evaluation of a psychosocial treatment for chronic obstructive pulmonary disease. Research report RR-96-03, Leiden: Department of Data Theory.
Ter Avest, M. J., Dusseldorp, E., Huijbers, M. J., van Aalderen, J. R., Cladder-Micus, M. B., Spinhoven, P., … & Speckens, A. E. (2019). Added value of Mindfulness-Based Cognitive Therapy for Depression: A tree-based qualitative interaction analysis. Behaviour Research and Therapy, 122, 103467. Article
Van Luenen, S., Kraaij, V., Spinhoven, P., Dusseldorp, E., & Garnefski, N. (2019). Moderators of the effect of guided online self-help for people with HIV and depressive symptoms. AIDS care, 1-7. Article
Van Genugten, L., Dusseldorp, E., Massey, E. K., & van Empelen, P. (2017). Effective self-regulation change techniques to promote mental wellbeing among adolescents: a meta-analysis. Health Psychology Review, 11(1), 53-71. Article
Van Luenen, S., Garnefski, N., Spinhoven, P., Spaan, P., Dusseldorp, E., & Kraaij, V. (2017). The benefits of psychosocial interventions for mental health in people living with HIV: A systematic review and meta-analysis. AIDS and Behavior, 1-34. Article
Formanoy, M. A., Dusseldorp, E., Coffeng, J. K., Van Mechelen, I., Boot, C. R., Hendriksen, I. J., & Tak, E. C. (2016). Physical activity and relaxation in the work setting to reduce the need for recovery: what works for whom? BMC Public Health, 16(1), 866. Article
Van Genugten, L., Dusseldorp, E., Webb, T. L., & van Empelen, P. (2016). Which Combinations of Techniques and Modes of Delivery in Internet-Based Interventions Effectively Change Health Behavior? A Meta-Analysis. Journal of Medical Internet research, 18(6), e155. Article
Diepeveen, F. B., Dusseldorp, E., Bol, G. W., Oudesluys-Murphy, A. M., & Verkerk, P. H. (2016). Failure to meet language milestones at two years of age is predictive of specific language impairment. Acta Paediatrica, 105, 304-310. Article
Diepeveen, F. B., Dusseldorp, E., Carmiggelt, E. C., Uilenburg, N., & Verkerk, P. H. (2016). De predictieve validiteit van de handreiking ‘Uniforme signalering van taalachterstanden’. JGZ Tijdschrift voor Jeugdgezondheidszorg, 48(2), 26-31. Article
Dusseldorp, E., Kamphuis, M., & Schuller, A. (2015). Impact of lifestyle factors on caries experience in three different age groups: 9, 15, and 21-year olds. Community Dentistry and Oral Epidemiology, 43(1), 9-16. Article
Huijg, J. M., Dusseldorp, E., Gebhardt, W. A., Verheijden, M. W., van der Zouwe, N., Middelkoop, B. J., … & Crone, M. R. (2015). Factors associated with physical therapists’ implementation of physical activity interventions in the Netherlands. Physical Therapy, 95(4), 539-557. Article
Schreuder, E., van Heel, L., Goedhart, R., Dusseldorp, E., Schraagen, J. M., & Burdorf, A. (2015). Effects of Newly Designed Hospital Buildings on Staff Perceptions A Pre-Post Study to Validate Design Decisions. HERD: Health Environments Research & Design Journal, 8(4), 77-97.
Kocken, P. L., van Kesteren, N., Buijs, G., Snel, J., & Dusseldorp, E. (2015). Students’ beliefs and behaviour regarding low-calorie beverages, sweets or snacks: are they affected by lessons on healthy food and by changes to school vending machines?. Public Health Nutrition, 18(09), 1545-1553. Article
Peters, L. W., ten Dam, G. T., Kocken, P. L., Buijs, G. J., Dusseldorp, E., & Paulussen, T. G. (2015). Effects of transfer-oriented curriculum on multiple behaviors in the Netherlands. Health Promotion International, 30(2), 291-309. Article
Mariska Klein Velderman, Elise Dusseldorp, Maroesjka van Nieuwenhuijzen, Marianne Junger, Theo G. W. M. Paulussen, Sijmen A. Reijneveld (2014). Cultural, social and intrapersonal factors associated with clusters of co-occurring health-related behaviours among adolescents. European Journal of Public Health, 1-6. Article
Dusseldorp, E., Klein Velderman, M., Paulussen, T. W., Junger, M., van Nieuwenhuijzen, M., & Reijneveld, S. A. (2014). Targets for Primary Prevention: Cultural, Social and Intrapersonal Factors Associated with Co-occurring Health-related Behaviours. Psychology & health. Article
Huijg, J. M., Gebhardt, W. A., Dusseldorp, E., Verheijden, M. W., van der Zouwe, N., Middelkoop, B. J., & Crone, M. R. (2014). Measuring determinants of implementation behavior: psychometric properties of a questionnaire based on the theoretical domains framework. Implementation Science, 9(1), 33. Article
Huijg, J. M., Gebhardt, W. A., Crone, M. R., Dusseldorp, E., & Presseau, J. (2014). Discriminant content validity of a theoretical domains framework questionnaire for use in implementation research. Implementation Science, 9(1), 11. Article
Duijster, D., Loveren, C., Dusseldorp, E., & Verrips, G. H. (2014). Modelling community, family, and individual determinants of childhood dental caries. European journal of oral sciences, 122(2), 125-133. Article
Diepeveen, F. B., Kroon, M. L., Dusseldorp, E., & Snik, A. F. (2013). Among perinatal factors, only the Apgar score is associated with specific language impairment.Developmental Medicine & Child Neurology, 55(7), 631-635. Article
Traversari, A. A. L., Goedhart, C. A., Dusseldorp, E., Bode, A., Keuning, F., Pelk, M. S. J., & Vos, M. C. (2013). Laying-up of sterile instruments in the operating theatre: equal or superior protection by using a horizontal unidirectional air flow system. Journal of Hospital Infection, 85(2), 125-133. Article
Henkemans, O. A. B., Dusseldorp, E. M., Keijsers, J. F., Kessens, J. M., Neerincx, M. A., & Otten, W. (2013). Validity and Reliability of the eHealth Analysis and Steering Instrument. Medicine 2.0, 2(2), e8. Article
Van der Schaaf, P. S., Dusseldorp, E. Keuning, F. M., Janssen, W. A., and Noorthoorn, E. O. (published online January 10, 2013). Impact of the physical environment of psychiatric wards on the use of seclusion. The British Journal of Psychiatry, 18.doi: 10.1192/bjp.bp.112.118422. Article
Van Keulen, H.M., Otten, W., Ruiter, R.A.C., Fekkes, M., Van Steenbergen, J., Dusseldorp, E., and Paulussen T.W.G.M. (2013). Determinants of HPV vaccination intentions among Dutch girls and their mothers: a cross-sectional study. BMC Public Health, 13, 111. doi:10.1186/1471-2458-13-111. Link
Janssen V, Gucht de V, Dusseldorp E, Maes S. (published online, September 28 2012). Lifestyle modification programs for patients with coronary heart disease: A systematic review and meta-analysis of randomized controlled trials. European Journal of Preventive Cardiology, 1-21. Article
Verstegen, R. H. J., Van Gameren-Oosterom, H. B. M., Fekkes, M., Dusseldorp, E., De Vries, E. & Van Wouwe, J.P. (2012). Significant impact of recurrent respiratory tract infections in children with Down syndrome. Child: Care, Health and Development, 1-9. DOI:10.1111/j.1365-2214.2012.01413.x. Article
Kocken, P.L., Eeuwijk, J., Van Kesteren, N.M.C., Dusseldorp, E., Buijs, G., Bassa-Defesh, Z., and Snel, J. (2012). Promoting the purchase of low-calorie foods from school vending machines: a cluster-randomized controlled study. Journal of School Health, 82(3), 115-122. Article
Hopman-Rock, M., Dusseldorp, E., Chorus, A., Jacobusse, G., Rütten, A., Van Buuren, S. (2012). Response Conversion for improving comparability of international physical activity data. Journal of Physical Activity and Health, 9, 29-38. Article / Figure 2 color / Figure 4 color
Schoone, M., Dusseldorp, E., Van den Akker-van Marle, M.E., Doornebosch, A.J., Bal, R., Meems, A., Oderwald, M.P., Van Balen, R. (2011). Stroke rehabilitation in frail elderly with the robotic training device ACRE. Journal of Robotics. Article ID 543060, DOI:10.1155/2011/543060. Article
De Zeeuw, E.L.E.J., Tak , E.C.P.M., Dusseldorp, E., Hendriksen, I.J.M. (2010). Workplace exercise intervention to prevent depression: A pilot randomized controlled trial. Mental Health and Physical Activity, 3, 72-77. Article
Fleuren, M.A.H., Dusseldorp, E., Van den Bergh, S.A.M., Vlek, H.J.F.M., Wildschut, J., Van den Akker, M.E., Wijkel, D. (2010). The implementation of a shared care guideline on the management of the lumbosacral radicular syndrome: Effects on unnecessary referrals and diagnostic procedure. International Journal for Quality in Health Care. DOI: 10.1093/intqhc/mzq046. Article
Van Nuland, H., Dusseldorp, E., Martens, R., Boekaerts, M. (2010). Exploring the motivation jungle: Predicting classroom performance by investigating constructs from different motivation perspectives in tandem. International Journal of Psychology, 45 (4), 250-259. DOI: 10.1080/00207591003774493. Article
Schmid, M.S., and Dusseldorp, E. (2010). Quantitative analysis in a multivariate study of language attrition: The impact of extralinguistic factors. Second Language Research, 26 (1), 125-160. Article
Schmid, M.S., and Dusseldorp, E. (2010). Innovative and quantitative methods for bilingualism research. Editorial special issue. Second Language Research, 26 (1), 5-11. Article
Kraaij V., Van Emmerik A., Garnefski N., Schroevers M.J., Lo-Fo-Wong D., Van Empelen P., Dusseldorp E., Witlox R., Maes S. (2010). Effects of a cognitive behavioral self-help program and a computerized structured writing intervention on depressed mood for HIV-infected people: A pilot randomized controlled trial. Patient Education and Counseling, 80, 200-204. Article
Van der Veek, P. J. , Dusseldorp, E., Van Rood, Y.R., and Masclee, A.A.M. (2010). Testing a biobehavioral model of irritable bowel syndrome. European Journal of Gastroenterology & Hepatology, 22 (4), 412-419. Article
Hafkamp-De Groen, E., Dusseldorp, E., Boere-Boonekamp, M.M., Jacobusse, G.W., Oudesluijs-Murphy, A.M., Verkerk, P.H. (2009). Relatie tussen het Van Wiechen Onderzoek (D-score) op 2 jaar en intelligentieniveau op 5 jaar. Tijdschrift voor Jeugdgezondheidszorg, 41 (1), 10-14. Article
Huisman, S., De Gucht, V., Dusseldorp, E., and Maes, S. (2009). The effect of weight reduction interventions for persons with Type 2 diabetes: A meta-analysis from a self-regulation perspective’, Diabetes Educator, 35 (5), 818-835. Article
Blom, M.B.J., Jonker, K., Dusseldorp, E., Spinhoven, Ph., Hoencamp, E., Haffmans, J., Van Dyck, R. (2007). Combination treatment for acute depression is superior only when psychotherapy is added to medication. Psychotherapy and Psychosomatics, 76, 289-297. Article
Dusseldorp, E., Spinhoven, Ph., Bakker, A., Van Dyck, R., & Van Balkom, A.J.L.M. (2007). Which panic disorder patients benefit from which treatment: Cognitive therapy or antidepressants? Psychotherapy and Psychosomatics, 76, 154-161. Article
Boersma, S.N., Maes, S., Joekes, K., & Dusseldorp, E. (2006). Goal processes in relation to goal attainment: Predicting health-related quality of life in myocardial infarction patients. Journal of Health Psychology, 11(6), 931-945. Article
Gebhardt, W.A., Kuyper, L., & Dusseldorp, E. (2006). Condom Use at First Intercourse with a New Partner in Female Adolescents and Young Adults: The Role of Cognitive Planning and Motives for Having Sex. Archives of Sexual Behavior, 35, 217-223. Article
Van Dijk, M. R., Steyerberg, E. W., Stenning, S. P., Dusseldorp, E., & Habbema, J. D. F. (2004). Survival of patients with nonseminomatous germ cell cancer: A review of the IGCC classification by Cox regression and recursive partitioning. British Journal of Cancer, 90, 1176-1183. Article
Baele, J., Dusseldorp, E. & Maes, S. (2001). Condom use self-efficacy: Effect on intended and actual condom use in adolescents. Journal of Adolescent Health, 28, 421-431. Article
Brezinka, V., Maes, S., & Dusseldorp, E. (2001). Gender differences in psychological impairment after a coronary incident. Personality and Individual Differences, 30, 127- 135. Article
Van Elderen, T. & Dusseldorp, E. (2001). Lifestyle effects of group health education for patients with coronary heart disease. Psychology and Health, 16, 327-341. Article.
Dusseldorp, E., Van Elderen, T., Maes, S., Meulman, J., & Kraaij, V. (1999). A meta-analysis of psychoeducational programs for coronary heart disease patients. Health Psychology, 18(5), 506-519. Article.
Chatrou, M., Maes, S., Dusseldorp, E., & Seegers, G. (1999). Effects of the Brabant smoking prevention programme: A replication of the Wisconsin programme. Psychology and Health, 14, 159-178.
Gebhardt, W.A., Dusseldorp, E., & Maes, S. (1999). Measuring transitions through stages of exercise: Application of latent transition analysis. Perceptual and Motor Skills, 88, 1097-1106.
Van Elderen, T. Maes, S., & Dusseldorp, E. (1999). Coping with coronary heart disease: A longitudinal study. Journal of Psychosomatic Research, 47(2), 175-183. Article
Brezinka, V. Dusseldorp, E., & Maes, S. (1998). Gender differences in psychosocial profile at entry into cardiac rehabilitation. Journal of Cardiopulmonary Rehabilitation, 18, 445-449.