Joost van Ginkel
Assistant professor
- Name
- Dr. J.R. van Ginkel
- Telephone
- 071 5273620
- jginkel@fsw.leidenuniv.nl
- ORCID iD
- 0000-0002-4137-0943
Academic career
- Assistant professor at Methodology and Statistics, Institute of Psychology, Leiden University (2016-)
- Assistant professor at the Centre for Child and Family Studies, Institute of Education and Child Studies, Leiden University (2008-2016)
- Postdoc at the Free University Medical Center at Amsterdam (2007-2008).
- Ph.D. Social and Behavioural Sciences, department of Methodology and Statistics, Tilburg University (2007). Title of thesis: "Multiple imputation for incomplete test, questionnaire, and survey data".
- Ph.D. Representative IOPS (2004-2006).
- Ph.D. student at the faculty of Social and Behavioural Sciences, department of Methodology and Statistics, Tilburg University (2003-2007).
- M.A. in Psychology, Department of Psychological Methods, University of Amsterdam (2002).
- Master's thesis on the robustness of three different regression techniques under violation of various assumptions, supervision: Dr. Wulfert P. van den Brink (2002).
- Internship at the Academic Medical Center of the University of Amsterdam (2001), supervision: Dr. Frans J. Oort.
Software
- rf.zip (response function imputation)
- cims.zip (corrected item mean substitution)
- tw.zip (Two-way imputation)
- tw-fl.zip (Two-way imputation using factor loadings)
- tw-ss.zip (Two-way imputation - undimensional estimates)
- mi.zip (Rules for multiple imputation - undimensional estimates)
- mi-mul.zip (Rules for multiple imputation - multidimensional estimates)
- imputation.zip
- rf2.zip (response function imputation, version 2)
- cims2.zip (corrected item mean substitution, version 2)
- tw2.zip (Two-way imputation, version 2)
- tw-fl2.zip (Two-way imputation using factor loadings, version 2)
- tw-ss2.zip (Two-way imputation - undimensional estimates, version 2)
- mi2.zip (Rules for multiple imputation - undimensional estimates, version 2)
- mi-mul2.zip (Rules for multiple imputation - multidimensional estimates, version 2)
- GPA.zip (Rules for multiple imputation - principal component analysis)
- Examples Van Ginkel & Kroonenberg 2014
- Multiply imputed example data set (Van Ginkel, 2019)
- Incomplete example data set (Van Ginkel, 2019)
Assistant professor
- Faculteit der Sociale Wetenschappen
- Instituut Psychologie
- Methodologie & Statistiek
- Ginkel J.R. van & Karch J.D. (2024), A comparison of different measures of the proportion of explained variance in multiply imputed data sets, British Journal of Mathematical and Statistical Psychology : .
- Aydin S., Siebelink B.M., Crone M.R., Ginkel J.R. van, Numans M.E., Vermeiren R.R.J.M. & Westenberg P.M. (2022), The diagnostic process from primary care to child and adolescent mental healthcare services: the incremental value of information conveyed through referral letters, screening questionnaires and structured multi-informant assessment, British Journal of Psychiatry Open 8(3): e81.
- Rohrbach P.J., Dingemans A.E., Furth E.F. van, Spinhoven P., Ginkel J.R. van, Bauer S. & Van den Akker‐Van Marle M.E. (2022), Cost‐effectiveness of three internet‐based interventions for eating disorders: a randomized controlled trial, International Journal of Eating Disorders 55(8): 1143-1155.
- Rohrbach P.J., Dingemans A. E., Spinhoven P., Van Ginkel J.R., Fokkema M., Wildermans T.F., Bauer S. & Van Furth E.F. (2022), Effectiveness of an online self‐help program, expert‐patient support, and their combination for eating disorders: Results from a randomized controlled trial, International Journal of Eating Disorders 55(10): 1361-1373.
- Blankenstein N.E., Rooij M.J. de, Ginkel J.R. van, Wilderjans T.F., Ruigh E.L. de, Oldenhof H.C., Zijlmans J., Jambroes T., Platje E., Vries-Bouw M. de, Branje S., Meeus W.H.J., Vermeiren R.R.J.M., Popma A. & Jansen L.M.C. (2021), Neurobiological correlates of antisociality across adolescence and young adulthood: a multi-sample, multi-method study, Psychological Medicine : 1-16.
- van Wingerde Bart van Ginkel Joost (2021), SPSS Syntax for Combining Results of Principal Component Analysis of Multiply Imputed Data Sets using Generalized Procrustes Analysis, Applied Psychological Measurement 45: 231-232.
- van Ginkel Joost R. Kroonenberg Pieter M. (2021), Multiple imputation to balance unbalanced designs for two-way analysis of variance, Methodology 17: 39-57.
- Kavelaars X. M. Ginkel J. R. van Buuren S. van (2021), Multiple imputation in data that grow over time: a comparison of three strategies, Multivariate Behavioral Research 57: 513-523.
- Ginkel J.R. van, Linting M., Rippe R.C.A. & Voort A. van der (2020), Rebutting existing misconceptions about multiple imputation as a method for handling missing data, Journal of Personality Assessment 102(3): 297-308 .
- Mesman J., Branger M., Woudstra M., Emmen R., Asanjarani F., Carcamo R., Hsiao C., Mels C., Selcuk B., Soares I., Van Ginkel J.R., Wang L., Yavuz M., Alink L.R.A. & (2020), Crossing boundaries: A pilot study of maternal attitudes about child maltreatment in nine countries, Child Abuse & Neglect 99: e104257.
- Woudstra M.J., Ginkel J. van, Branger M.C.E., Emmen R.A.G., Alink L.R.A., Asanjarani F., Carcamo R., Hsiao C., Mels C., Selcuk B., Soares I., Wang L.M., Yavuz M. & Mesman J. (2020), Dataset on maternal attitudes about child maltreatment in nine countries using a Q-sort methodology, Data in Brief 30: 105396.
- Buisman R.S.M., Pittner K., Tollenaar M.S., Lindenberg J., Berg L.J.M. van den, Compier H.C.G., Ginkel J.R. van, Alink L.R.A., Bakermans M.J., Elzinga B.M. & IJzendoorn M.H. van (2020), Correction: Intergenerational transmission of child maltreatment using a multi-informant multi-generation family design , PLoS ONE 15(4): e0232792.
- Woudstra M.L., Ginkel J. van, Branger M., Emmen R., Alink L., Asanjarani F., Carcamo R., Hsiao C., Mels C., Selcuk B., Soares I., Wang L.M., Yavuz M. & Mesman J. (2020), Dataset on maternal attitudes about child maltreatment in nine countries using a Q-sort methodology, Data in Brief 30: 105396.
- Buisman R.S.M., Pittner K., Tollenaar M.S., Lindenberg J., Berg L.J.M. van den, Compier-de Block L.H.C.G., Ginkel J.R. van, Alink L.R.A., Bakermans-Kranenburg M.J., Elzinga B.M. & IJzendoorn M.H. van (2020), Intergenerational transmission of child maltreatment using a multi-informant multi-generation family design, PLoS ONE 15(3): e0225839.
- van Ginkel Joost R. (2020), Standardized Regression Coefficients and Newly Proposed Estimators for $${R}^{{2}}$$ in Multiply Imputed Data, Psychometrika 85: 185-205.
- Van Ginkel J.R. (2019), Significance tests and estimates for R2 for multiple regression in multiply imputed datasets: A cautionary note on earlier findings, and alternative solutions, Multivariate Behavioral Research 54(4): 514-529.
- Rohrbach P.J., Dingemans A.E., Spinhoven P., Van den Akker-Van Marle E., Van Ginkel J.R., Fokkema M., Moessner M., Bauer S. & Van Furth E.F. (2019), A randomized controlled trial of an Internet-based intervention for eating disorders and the added value of expert-patient support: study protocol, Trials 20: e509.
- Sikkema-de Jong M.T., Van Duijn D.N., Dol K. & Van Ginkel J.R. (2019), Digital reading miles as a way to improve G1 children’s reading level (In 'Print exposure as a vehicle for the development of foundational and advanced reading skills', M.T. Sikkema-de Jong, Chair). 1st SRLD Conference, Padua. 1st SRLD Conference 7 June 2019 - 8 June 2019.
- Sikkema-de Jong M.T., Van Duijn D.N., Dol K. & Van Ginkel J.R. (2019), Leesvaardig door digitale leeskilometers. OCW Kennisfestival 2019, The Hague. 21 March 2019 - 21 March 2019. [conference poster].
- Van Ginkel J.R., Juffer F., Bakermans-Kranenburg M.J. & Van IJzendoorn M.H. (2018), Young offenders caught in the act: A population-based cohort study comparing internationally adopted and non-adopted adolescents, Children and Youth Services Review 95: 32-41.
- Goemans A., Geel M. van, Wilderjans T.F., Ginkel J.R. van & Vedder P. (2018), Predictors of school engagement in foster children: A longitudinal study, Children and Youth Services Review 88: 33-43.
- Velde D.J. van de, Schiller N.O., Heuven V.J.J.P. van, Levelt C.C., Ginkel J.R. van, Beers M., Briaire J.J. & Frijns J.H.M. (2017), The perception of emotion and focus prosody with varying acoustic cues in cochlear implant simulations with varying filter slopes, The Journal of the Acoustical Society of America 141(5): 3349-3363.
- Osborn C.Y., Van Ginkel J.R., Marrero D.G., Rodbard D., Huddleston B. & Dachis J. (2017), One Drop | Mobile on iPhone and Apple Watch: An Evaluation of HbA1c Improvement Associated With Tracking Self-Care, JMIR mHealth and uHealth 5(11): e179.
- Van Ginkel J. & Kroonenberg P.M. (2017), Evaluation of multiple-imputation procedures for three-mode component models, Journal of Statistical Computation and Simulation 87(16): 3059-3081.
- Sikkema-de Jong M.T., Van Duijn D.N. & Van Ginkel J.R. (2017), Leesvaardig door digitale leeskilometers in groep 3. In: Steensel R. van & Segers E. (Eds.), Succesvol Lezen in het Onderwijs: Stichting Lezen. 99-117.
- Sikkema-de Jong M.T., Van Duijn D.N., Dol K. & Van Ginkel J.R. (2017), Digital reading miles as a way to improve G1 children’s reading level. Twenty-fourth Annual Meeting of the Society for the Scientific Study of Reading, Halifax, Reading Ability and Print Exposure. Twenty-fourth Annual Meeting of the Society for the Scientific Study of Reading 12 July 2017 - 15 July 2017.
- Aardoom J.J., Dingemans A.E., Spinhoven P., Van Ginkel J.R., De Rooij M.J. & Van Furth E.F. (2016), Web-based fully automated self-help with different levels of therapist support for individuals with eating disorder symptoms: A randomized controlled trial, Journal of Medical Internet Research 18(6): 13-27.
- Lorenzo-Seva U. & Ginkel J.R. van (2016), Multiple Imputation of missing values in exploratory factor analysis of multidimensional scales: estimating latent trait scores, Anales de Psicología 32(2): 596-608.
- Van Ginkel J.R., Juffer F., Bakermans-Kranenburg M.J. & Van IJzendoorn M.H. (2016), Do internationally adopted children in the Netherlands use more medication than their non-adopted peers?, European Journal of Pediatrics 175(5): 715-725.
- Mesman J., IJzendoorn M.H. van, Behrens K., Carbonell A.O., Cárcamo R., Cohen-Paraira I., Harpe C. de la, Ekmekci H., Emmen R.A.G., Heidar J.Y.A., Kondo-Ikemura K., Mels C., Mooya H., Murtisari S., Noblega M., Ortiz J.A., Sagi-Schwartz A., Sichimba F., Soares I., Steele H., Steele M., Pape M., Ginkel J.R. van, Veer R. van der., Wang L., Selcuk B., Yavuz M. & Zreik G. (2016), Is the ideal mother a sensitive mother? Beliefs about early childhood parenting in mothers across the globe, International Journal of Behavioral Development 40(5): 385-397.
- Aardoom J.J., Dingemans A.E., Ginkel J.R. van, Spinhoven P., Furth E.F. van & Van den Akker-van Marle M.E. (2016), Cost-utility of an internet-based intervention with or without therapist support in comparison with a waiting list for individuals with eating disorder symptoms: a randomized controlled trial, International Journal of Eating Disorders 49(12): 1068-1076.
- Van Ginkel J.R. & Kroonenberg P.M. (2015), Comment on article entitled: "PLAY Project home consultation intervention program for young children with Autism Spectrum Disorders: A randomized controlled trial", Journal of Developmental and Behavioral Pediatrics 36(3): 225-225.
- Van Ginkel J.R. & Kroonenberg P.M. (2014), Analysis of variance of multiply imputed data, Multivariate Behavioral Research 49(1): 78-91.
- Van Ginkel J.R. & Kroonenberg P.M. (2014), Using generalized procrustes analysis for multiple imputation in principal component analysis, Journal of Classification 31(2): 242-269.
- Van Ginkel J.R., Kroonenberg P.M. & Kiers H.A.L. (2014), Missing data in principal component analysis of questionnaire data: A comparison of methods, Journal of Statistical Computation and Simulation 84(11): 2298-2315.
- Crusio R., Rao. S., Changawala N., Vishesh P.: Ceres T., Ginkel J. van, Chapnick E. & Kupfer Y. (2013), Epidemiology and outcome of infections with carbapenem-resistant Gram-negative bacteria treated with polymyxin B-based combination therapy, Scandinavian Journal of Infectious Diseases 46(1): 1-8.
- Tharner A., Dierckx B., Luijk P.C.M., Van IJzendoorn M.H., Bakermans-Kranenburg M.J., Van Ginkel J.R., Moll H.A., Jaddoe V.W.V., Hofman A., Huidziak J.J., Verhulst F.C. & Tiemeier H. (2013), Attachment disorganization moderates the effect of maternal postnatal depressive symptoms on infant autonomic functioning, Psychophysiology 50: 195-203.
- Kroonenberg P.M. & Van Ginkel J.R. (2012), Combination rules for multiple imputation in three-way analysis illustrated with chromatography data, Current Analytical Chemistry 8(2): 224-235.
- Ginkel J.R. van & Kiers H.A.L. (2011), Constructing bootstrap confidence intervals for principal component loadings in the presence of missing data: a multiple-imputation approach, British Journal of Mathematical and Statistical Psychology 64: 498-515.
- Ginkel J.R. van, Sijtsma K., Ark L.A. van der & Vermunt J.K. (2010), Incidence of missing item scores in personality measurement, and simple item-score imputation, Methodology. European Journal of Research Methods for the Behavioral and Social Sciences 6: 17-30.
- Ginkel J.R. van (2010), Investigation of multiple imputation in low-quality questionnaire data, Multivariate Behavioral Research 45: 574-598.
- Jharap B., Seinen M.L., Boer N.K.H., Ginkel J.R. van, Linskens R.K., Kneppelhout J.C., Mulder C.J.J. & Bodengraven A.A. (2010), Thiopurine Therapy in inflammatory bowel disease patients: Analyses of two 8-year intercept cohorts, Inflammatory Bowel Diseases 16: 1541-1549.
- Coupé V.M.H., Ginkel J.R. van, Sneijders J.P.F., Meijer C.J.L.M. & Berkhof J. (2009), HPV16/18 vaccination in the Netherlands: Model-based cost-effectiveness, INTERNATIONAL JOURNAL OF CANCER 124: 970-978.
- Vermunt J., Ginkel J.R. van, Ark L.A. van der & Sijtsma K. (2008), Multiple imputation of incomplete categorical data using latent class analysis, Sociological Methodology 38: 369-397.
- Alisic E., Schoot T.A.W. van der, Ginkel J.R. van & Kleber R.J. (2008), Trauma exposure in primary school children: Who is at risk?, Journal of Child and Adolescent Trauma 1: 263-269.
- Alisic E., Schoot T.A.W. van der, Ginkel J.R. van & Kleber R.J. (2008), Looking beyond PTSD in children: Posttraumatic stress reactions, posttraumatic growth, and quality of life, Journal of Clinical Psychiatry 69(9): 1455-1461.