Van Ginkel, Dr. J.R. (Joost)

Position:
  • Assistant professor


Telephone number: +31 (0)71 527 3620
E-Mail: jginkel@fsw.leidenuniv.nl
Faculty / Department: Faculteit der Sociale Wetenschappen, Instituut Pedagogische Wetenschappen, Algemene en Gezinspedagogiek
Office Address: Pieter de la Court gebouw
Wassenaarseweg 52
2333 AK Leiden
Room number 4B19
Telephone number: +31 (0)71 527 3620
E-Mail: jginkel@fsw.leidenuniv.nl
Faculty / Department: Faculteit der Sociale Wetenschappen, Instituut Psychologie, Methodologie & Statistiek
Office Address: Pieter de la Court gebouw
Wassenaarseweg 52
2333 AK Leiden
Room number 3B17


  • Assistant professor at the Centre for Child and Family Studies, Institute of Education and Child Studies, Leiden University (2008-)
  • 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.

Publications

  • Van Ginkel, J.R., Kroonenberg, P.M., & Kiers, H.A.L. (2014). Handling missing data in Principal component analysis: a comparison of methods. Journal of Statistical Computation and Simulation, 11, 2298-2315.
  • Van Ginkel, J.R. & Kroonenberg, P.M. (2014). Analysis of variance of multiply imputed data. Multivariate Behavioral Research, 49, 78-91.
  • Crusio, R., Rao, S., Changawala, N., Paul, V., Tiu, C., Van Ginkel, J., Chapnick, E., & Kupfner, Y. (2014). Epidemiology and outcome of infections with carbapenem-resistant Gram-negative bacteria treated with polymyxin B-based combination therapy. Scandinavian Journal of Infectious Diseases, 46, 1-8.
  • Tharner, A., Dierckx, B., Luijk, M.P., van IJzendoorn, M.H., Bakermans-Kranenburg, M.J., Van Ginkel, J.R., Moll, H.A., Jaddoe, V.W., Hofman, A., Hudziak, 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.
  • Kroonenbrg, P.M., & Van Ginkel, J.R. (2012). Combination rules for multiple imputation in Three-way analysis illustrated with chromatography data. Current Analytical Chemistry, 7, 224-235.
  • Van Ginkel, J. R., & 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.
  • Jharap, B., Seinen, M.L., De Boer, N.K.H., Van Ginkel, J.R., Linskens, R.K., Kneppelhout, J.C., Mulder, C.J.J. & Van Bodengraven, A.A. (2010). Thiopurine Therapy in inflammatory bowel disease patients: Analyses of two 8-year intercept cohorts. Inflammatory Bowel Diseases, 16, 1541-1549.
  • Van Ginkel, J.R. (2010). Investigation of multiple imputation in low-quality questionnaire data. Multivariate Behavioral Research, 45, 574-598.
  • Van Ginkel, J.R., Sijtsma, K, & Van der Ark, L.A., & 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 
  • Coupé, V.M.H., Van Ginkel, J.R., 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.K., Van Ginkel, J.R., Van der Ark, L.A., & Sijtsma, K. (2008). Multiple imputation of incomplete categorical data using latent class analysis. Sociological Methodology, 38, 369-397.
  • Alisic, E., Van der Schoot, T. A. W., Van Ginkel, J. R., & 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., Van der Schoot, T.A.W, Van Ginkel, J.R., & Kleber, R.J. (2008). Looking beyond PTSD in Children: Posttraumatic Stress Reactions, Posttraumatic Growth, and Quality of Life. Journal of Clinical Psychiatry, 69, 1455-1461.
  • Van Ginkel, J. R., Van der Ark, L. A., & Sijtsma, K. (2007). Multiple imputation for item scores when test data are factorially complex. British Journal of Mathematical and Statistical Psychology, 60, 315-337.
  • Van Ginkel, J. R., Van der Ark, L. A., & Sijtsma, K. (2007). Multiple imputation of test and questionnaire data and influence on psychometric results. Multivariate Behavioral Research, 42, 387-414.
  • Van Ginkel, J. R. Van der Ark, L. A., Sijtsma, K., & Vermunt, J. K. (2007). Two-way imputation: A Bayesian method for estimating missing scores in tests and questionnaires, and an accurate approximation. Computational Statistics and Data Analysis, 51, 4013-4027.
  • Van Ginkel, J. R., & Van der Ark, L. A. (2005). SPSS syntax for missing value imputation in test and questionnaire data. Applied Psychological Measurement, 29, 152-153.
  • Berghout, C., Van Ginkel, J., Groeneweg, N., Israëls, H., Kas, A., Lesniewski, U., Van Stempvoort, J. (2002). Should subjects be forewarned of the possible psychological consequences of filling out a PTSD questionnaire? Psychological Reports, 90, 461-465.

Presentations

  • Van Ginkel, J. R., Kroonenberg, P. M. (2011). Multiple imputation and (repeated-measures) analysis of variance. Presentation given at invited symposium of the 17th International Meeting of the Psychometric Society, Hong Kong, July, 2011.
  • Van Ginkel, J. R., Kroonenberg, P. M., & Kiers, H. A. L. (2010). Comparison of five methods for handling missing data in Principal component analysis. Presentation given at symposium of the ERCIM’10, London, December, 2010.
  • Van Ginkel, J. R., Kiers, H. A. L. (2010). Constructing bootstrap confidence intervals for principal component loadings in the presence of missing data: A multiple-imputation approach. Presentation given at The 75th Annual Meeting of the Psychometric Society, Georgia, July, 2010.
  • Van Ginkel, J. R., Kroonenberg, P. M. (2009). Using Procrustes analysis to combine the results from principal components analysis in multiple imputation. Presentation given at the 16th International Meeting of the Psychometric Society, Cambridge, July, 2009.
  • Van Ginkel, J.R. (2008). Further investigation of the influence of simple multiple-imputation methods on psychometrically important statistics. 73rd Annual Meeting of the Psychometric Society, New Hampshire, July, 2008.
  • Van Ginkel, J.R. (2007). Multiple imputation of categorical data using latent class analysis. Annual Meeting of the Netherlands Society For Statistics and Operations Research, Tilburg University, September, 2007.
  • Van Ginkel, J.R. (2007). Multiple imputation of categorical data using latent class analysis. 22nd IOPS Summer Conference, Utrecht University, June, 2007.
  • Van Ginkel, J.R. (2006). Multiple imputation of item scores in test and questionnaire data under a two-way ANOVA model. Symposium of the 71th Annual Meeting of the Psychometric Society, Montréal, June, 2006.
  • Van Ginkel, J.R. (2005). Extensions of Two-way imputation to multidimensionality. Symposium of the 70th Annual Meeting of the Psychometric Society, Tilburg University, June, 2005.
  • Van Ginkel, J.R. (2004). Multiple imputation of item scores in test and questionnaire data, and influence on results of classical test theory and Mokken scale analysis. 14th International IOPS Conference, University of Maastricht, December, 2004
  • Van Ginkel, J.R. (2004). Multiple imputation of item scores in test and questionnaire data, and influence on results of classical test theory and Mokken scale analysis. RC-33, University of Amsterdam, August, 2004.
  • Van Ginkel, J.R. (2004). Multiple imputation of item scores in test and questionnaire data, and influence on results of classical test theory and Mokken scale analysis. 69th Annual Meeting of the Psychometric Society, California, June, 2004.
  • Van Ginkel, J.R. (2004). Multiple imputation of item scores in test and questionnaire data, and influence on psychometric results. Annual Meeting of the Netherlands Society For Statistics and Operations Research, Free University at Amsterdam, April, 2004.
  • Van Ginkel, J.R. (2004). Multiple imputation of item scores in test and questionnaire data, and influence on psychometric results. PhD conference, Tilburg University, February 2004.

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)
  • Examples Van Ginkel & Kroonenberg 2014

Last Modified: 22-12-2015