BMS - Vakgroep OMD (EN)

Professional Record

2013 – present Adjunct Professor, Department of Research Methodology, Measurement and Data Analysis. Faculty of Behavioural, Management and Social Sciences, University of Twente.

2014 – present Psychometrician, Cito (Psychometrisch Onderzoek en Kenniscentrum), Arnhem, The Netherlands.

2007 – 2013 Associate Professor, Bayesian Psychometric Response Modelling, Faculty of Behavioural Sciences, University of Twente. (VIDI personal grant)

2005 – 2007 Assistant Professor, Faculty of Behavioural Sciences. University of Twente.

2001 – 2005 Post Doc, (VENI personal grant)

1997 – 2001 PhD student at the University of Twente, Netherlands.

1996 – 1997 Statistician. I&O Research, The Netherlands.

Academic Education

2001

Doctorate University of Twente, Enschede, The Netherlands

Title Thesis: “Multilevel IRT: A Bayesian perspective on estimating

parameters and testing statistical hypotheses” supervisor Prof. Dr.

C.A.W. Glas and Prof. Dr. W.J. van der Linden.

1996

Master’s (‘Doctoraal’) University of Twente, Enschede, The

Netherlands

Title Theses: “Regularisation through prior distributions” supervisor

Prof. Dr. Ir. W. Albers

Research Grants

Fox contributed to projects granted by the Dutch (NWO, innovational research incentives scheme) as well as European (IFPI) and international (NIA) funding agencies. (IFPI: Causes and Consequences of Digital Music Piracy, OECD PISA, Cycle 2009, Core B: background questionnaires, NIA: Improving cognitive outcome precision & responsiveness with modern psychometrics)

2015 Measurement invariance testing using Bayes factor. LSAC.

2014 Bayesian model testing in item response theory: Bayes factors (CTB/McGraw-Hill), Euro 61,077 ($84,830).

2013 Response time modelling and its applications (LSAC). Euro 165,308 ($228,059).

2007 NWO Vidi grant (452-07-003). Bayesian methodology for large-scale comparative research. Euro 599,057.

2004 NWO VENI grant (451-04-032). Multilevel item response theory models. Euro 200.000

(Co-)Superviser of PhD Students

Sukaesi Marianti (2013 – 2016, UT). Contributions to the joint modeling of responses and response times.

Jose R.S. Santos (2013 – 2016, University of Campinas, Brazil). Skew IRT models for longitudinal data with multiple groups via Copula.

Marieke van Geel (2011 – 2015, UT). The effects of a training data-based decision making for primary school teams.

Trynke Keuning (2011 – 2015, UT). The effects of a training in data-based decision making for primary school teams at schools with students at risk.

Rosalie Gorter (2010 – 2015, VUMC). Longitudinal data-analysis using IRT techniques.

Josine Verhagen (2008 – 2012). Modeling structural and measurement heterogeneity in large-scale survey research.

Marianna Avetisyan (2008 - 2012). Response bias and incomplete data in large-scale survey research.

Caroline Timmers (2007-2012). Computer-based formative assessments using feedback for learning.

Rinke H. Klein Entink (2005 - 2009). Simultaneous modeling of item response and time response data with background variables. 

Joris Mulder (UU) (2006 - 2010). Applying Bayesian methodology to inequality constrained multivariate linear models.

Jonald Pimentel (2001 - 2005). Item response theory modeling with nonignorable missing data.

Irene Hendrawan (2000 - 2004). The effect of item response theory model violations on practical test applications.

Educational Committees

2015-present Chair Examination Committee; Faculty of Behavioural Management and Social
Sciences. (https://www.utwente.nl/bms/examboard/composition/).

2015-present Chair Examination Subcommittee; Behavioural Sciences.

2012-present Member, program committee, Research Master Methodology and Statistics for the
Behavioural, Biomedical and Social Sciences (UT).

Board of Psychometric Associations

2006 – present Member of the Board of the social sciences section of the Netherlands Society for Statistics and Operations.

2008 – present Board of the Interuniversity Graduate School of Psychometrics and Sociometrics (IOPS).

Education Activities

Teaching experience at undergraduate and graduate level (Research Master). Courses in mathematics, statistics, and educational assessment. Postdoctoral courses developed and taught (with co-workers):

IOPS (Interuniversity Graduate School of Psychometrics and Sociometrics). Analysis of Measurement Instruments: Introduction to classical test theory, item response models and multilevel item response models. (October, 2010)

39th GESIS Spring Seminar (Cologne). Bayesian Item Response Modeling. (February, 2010).

A tailor-made training (NFP/ZAF/05/38) supported by the NUFFIC entitled “Evaluating and Changing Education Systems” for Human Science Research Council (HSRC), South Africa (2008).

IOPS (Interuniversity Graduate School of Psychometrics and Sociometrics). Advanced Computation in IRT. (November, 2007).

ICO (Interuniversity Centre for Educational Research). Item Response Theory. (March, 2007).

IOPS (Interuniversity Graduate School of Psychometrics and Sociometrics). Sampling-basedStatistical Inference. (April, 2003).

IOPS (Interuniversity Graduate School of Psychometrics and Sociometrics). Multilevel Analysis. (March, 2003).

ICO (Interuniversity Centre for Educational Research). Multilevel analysis. (March, 2001, 2002).

ICO (Interuniversity Centre for Educational Research). Item Response Theory. (February, 1999).

Scholarships and Prizes

Personal grant, VIDI, 2007-2012. (600 k€). An Innovational Research Incentives Scheme (Dutch: Vernieuwingsimpuls) from the Netherlands Organisation for Scientific Research (NWO).

Personal grant, VENI, 2004-2007. (200 k€). An Innovational Research Incentives Scheme (Dutch: Vernieuwingsimpuls) from the Netherlands Organisation for Scientific Research (NWO).

International Psychometric Society Dissertation Award, 2001.

The interest in the Fox’s research work is increasing world-wide and around 40% of the web-visitors come from the United States. His website with research output (including software) received 750 to 1350 monthly visits last year. The statistics for the September 2015:

usage statistics

Early Achievement Track Record

First author of journal publications. Most influential publications are Fox and Glas (2001) with 315 and Fox (2010) with 184 citations.

Papers are available at www.Jean-PaulFox.com (Main menu item ‘Publications’).

Keuning, T., van Geel, M., Visscher, A., Fox, J.-P., and Molenaar, N. (in press). The transformation of schools’ social networks during a Data-Based Decision-Making Reform. Teachers College Record.

Verhagen, A.J., Levy, R., Millsap, R.E., and Fox, J.-P. (2015). Evaluating evidence for invariant items: A Bayes factor applied to testing measurement invariance in IRT models. Journal of Mathematical Psychology.

Azevedo, C.L.N., Fox, J.-P. and Andrade, D.F. (2015). International Journal of Quantitative Research in Education, 2, 213-243.

Camilli, G., and Fox, J.-P. (2015). An aggregate IRT procedure for exploratory factor analysis. Journal of Educational and Behavioral Statistics, 40 (4). DOI:10.3102/1076998615589185.

Gorter, R., Fox, J.-P., and Twisk, J.W.R. (2015). Why item response theory should be used for longitudinal questionnaire data analysis in medical research. BMC Medical Research Methodology, 15(1):55. DOI:10.1186/s12874-015-0050-x.

Van den Hout, A., Fox, J.-P., and Muniz-Terrera, G. (2015). Longitudinal mixed-effects models for latent cognitive function. Statistical Modelling, 15(4), 366-387. DOI:10.1177/1471082X14555607.

De Jong, M.G., J.-P. Fox, and Steenkamp, J.E.B.M. (2015). Quantifying under- and over-reporting in surveys through a dual questioning-technique design. Journal of Marketing Research.

Trompetter, H.R., Bohlmeijer, E.T., Fox, J.-P., Schreurs, K.M.G. (2015). Psychological flexibility and catastrophizing as associated change mechanisms during online Acceptance & Commitment Therapy for chronic pain. Behaviour Research and Therapy, 74:50-59. DOI:10.1016/j.brat.2015.09.001.

Gosselt, J., van Hoof, J., Gent, B., and Fox, J.-P. (2015). Violent frames. Analyzing Internet Movie Database reviewers’ text descriptions of media violence and gender differences from 39 years of U.S. action, thriller, crime, and adventure movies. International Journal of Communication, 9, 547-567. (doi: 1932–8036/20150005).

Azevedo, C.L.N., Fox, J.-P., and Andrade, D.F. (2015). Bayesian longitudinal item response modeling with restricted covariance pattern structures. Statistics and Computing. (doi 10.1007/s11222-014-9518-5).

Fox, J.-P., M. Marsman, J. Mulder, and J.A. Verhagen (2015). Complex latent variable modeling in educational assessment. Communications in Statistics – Simulation and Computation. (doi:10.1080/03610918.2014.939518)

Marianti, S., Fox, J.-P., Avetisyan, M., Veldkamp, B.P., and Tijmstra, J. (2014). Journal of Educational and Behavioural Statistics, 39, 426-451.

Fox, J.-P., Klein Entink, R.H., Timmers, C. (2014). The joint multivariate modeling of multiple mixed response sources: Relating student performances with feedback behavior. Multivariate Behavioral Research, 49, 54-66, doi:10.1080/00273171.2013.843441.

Fox, J.-P., Klein Entink, R.H., Avetisyan, M. (2014). Compensatory and noncompensatory multidimensional randomized item response models. British Journal of Mathematical and Statistical Psychology, 67, 133-152.

Fox, J.-P., Avetisyan, M., van der Palen, J. (2013). Mixture randomized item-response modeling: A smoking behavior validation study. Statistics in Medicine, 32(27). (doi: 10.1002/sim.5859).

Fox, J.-P. (2013). Multivariate zero-inflated modeling with latent predictors: Modeling feedback behavior. Computational Statistics and Data Analysis, 68, 361–374.

Verhagen, J.A. and Fox, J.-P. (2013). Longitudinal measurement in health-related surveys. A Bayesian joint growth model for multivariate ordinal responses. Statistics in Medicine, 32, 2988-3005.

Fledderus, M., Bohlmeijer, E.T., Fox, J.-P., Schreurs, K.M.G., and Spinhoven, P. (2013). The role of psychological flexibility in a self-help acceptance and commitment therapy intervention for psychological distress in a randomized controlled trial. Behaviour Research and Therapy, 51, 142-151.

Mulder, J. and Fox J.-P. (2013). Bayesian tests on components of the compound symmetry covariance matrix. Statistics and Computing, 23, 109-122.

Verhagen, J. and Fox, J.-P. (2013). Bayesian Tests of Measurement Invariance. British Journal of Mathematical and Statistical Psychology, 66, 383-401.

Avetisyan, M. and Fox, J.-P. (2012). The Dirichet-Multinomial model for multivariate randomized Response data and small samples. Psicologica: International Journal of Methodology and Experimental Psychology, v33 n2, 362-390.

Azevedo, Caio L.N., Andrade, Dalton F. and Fox, J.-P. (2012). A Bayesian generalized multiple group IRT model with model-fit assessment tools. Computational Statistics and Data Analysis, 56, 4399-4412.

Van den Hout, A., Fox, J.-P., and Klein Entink, R.H. (2011). Bayesian inference for an illness-death model for stroke with cognition as a latent time-dependent risk factor. Statistical Methods in Medical Research. (online, doi: 10.1177/0962280211426359).

Klein Entink, R.H. Fox, J.-P., and van den Hout, A. (2011). A mixture model for the joint analysis of latent developmental trajectories and survival. Statistics in Medicine, 30, 2310-2325.

De Jong, M.G., Pieters, F.G.M., Fox, J.-P. (2010). Reducing social desirability bias through item randomized response: An application to measure underreported desires. Journal of Marketing Research, 47, 14-27.

Van der Linden, W.J., Klein Entink, R.H., Fox, J.-P. (2010). IRT parameter estimation with response times as collateral information. Applied Psychological Measurement, 34, 327-347.

Klein Entink, R.H., van der Linden, W.J., Fox, J.-P. (2009). A Box-Cox normal model for response times. British Journal of Mathematical and Statistical Psychology, 62, 621-640.

Klein Entink, R.H., Kuhn, J.-T., Hornke, L.F., and Fox, J.-P. (2009). Evaluating cognitive theory: A joint modeling approach using responses and response times. Psychological Methods, 14, 54-75.

Klein Entink, R.H., Fox, J.-P., van der Linden, W.J. (2009). A multivariate multilevel approach to the modeling of accuracy and speed of test takers. Psychometrika, 74, 21-48.

Fox, J.-P. (2008). Bayesian item response models for complex survey data. Proceedings of the 23rd international workshop on Statistical Modelling. Eilers, P. (Ed.), 19-26.

Fox, J.-P., and Meijer, R.R. (2008). Using IRT to obtain individual information from randomized response data: An application using cheating data. Applied Psychological Measurement, 32, 595-610.

Fox, J.-P., and Wyrick, C.H. (2008). A mixed effects randomized item response model. Journal of Educational and Behavioral Statistics, 33, 389-415.

Fox, J.-P. (2008). Beta-Binomial ANOVA for multivariate randomized response data. British Journal of Mathematical and Statistical Psychology, 61, 453-470.

De Jong, M.G., Steenkamp, J.B.E.M., Fox, J.-P., and Baumgartner, H. (2008). Using item response theory to measure extreme response style in marketing research: A global investigation. Journal of Marketing Research, 45, 104-115.

De Jong, M.G., Steenkamp, J.B.E.M., and Fox, J.-P. (2007). Relaxing cross-national measurement invariance using a hierarchical IRT model. Journal of Consumer Research, 34, 260-278 .

Fox, J.-P., Klein Entink, R.H., van der Linden, W.J. (2007). Modeling of responses and response times with the package cirt. Journal of Statistical Software, 20, issue 7.

Fox, J.-P. (2007). Multilevel IRT modeling in practice. Journal of Statistical Software, 20, issue 5.

38.Klein Entink, R.H., Fox, J.-P., Betlem, B.H.L., Roffel, B. (2007). Hierarchical process modeling: Describing within- and between-run variation. Journal of Process Control, 17, 349-361.

Fox, J.-P., Pimentel, J.L., Glas, C.A.W. (2006). Fixed effects IRT model. Behaviormetrika, 33, 27-42.

Fox, J.-P., & Glas, C.A.W. (2005). Bayesian modification indices for IRT models. Statistica Neerlandica, 59, 95-106.

Fox, J.-P. (2005). Randomized item response theory models. Journal of Educational and Behavioral Statistics, 30, 189-212.

Fox, J.-P. (2005). Multilevel IRT using dichotomous and polytomous items. British Journal of Mathematical and Statistical Psychology, 58, 145-172.

Fox, J.-P. (2004). Applications of multilevel IRT modeling. School Effectiveness and School Improvement, 15, 261-280.

Fox, J.-P. (2004). Modeling response error in school effectiveness research. Statistica Neerlandica, 58, 138-160.

Fox, J.-P. (2003). Stochastic EM for Estimating the Parameters of a Multilevel IRT Model. British Journal of Mathematical and Statistical Psychology, 56, 65-81.

Fox, J.-P., & Glas, C.A.W. (2003). Bayesian modeling of measurement error in predictor variables using item response theory. Psychometrika 68, 169-191.

(see also www.Jean-PaulFox.com)

Fox, J.-P., Klein Entink, R.H., van der Linden, W.J. (2007). Modeling of responses and response times with the package cirt. Journal of Statistical Software, 20, issue 7. (13)

Fox, J.-P. (2007). Multilevel IRT modeling in practice. Journal of Statistical Software, 20, issue 5. (4)

MIXIS (2011). Klein Entink, R.H. and Fox, J.-P. Bayesian mixture growth modelling with latent covariates using item response theory

Monograph

Fox, J.-P. (2010). Bayesian Item Response Modeling: Theory and Applications. New York: Springer.

ISBN 1441907416. (184 citations, Google Scholar)

Thesis

Fox, J.-P. (2001). Multilevel IRT: A Bayesian perspective on estimating parameters and testing statistical hypotheses. University of Twente, Enschede, Netherlands.

(2001 Psychometric Society Dissertation Award).

Book Contributions

2015 Van der Linden, W.J. and Fox, J.-P. Joint hierarchical modeling of responses and response times. In Handbook of Modern Item Response Theory, W.J van der Linden (Ed.), Vol 1, Chapter 29, Chapman and Hall/CRC Press.

2015 Fox, J.-P. Bayesian randomized item response theory models for sensitive measurement. In Handbook of Modern Item Response Theory, W.J van der Linden (Ed.), Vol 1, Chapter 28, Chapman and Hall/CRC Press.

2015 Fox, J.-P. and Glas C.A.W. Multilevel response models with covariates and multiple groups. In Handbook of Modern Item Response Theory, W.J van der Linden (Ed.), Vol. 1, Chapter 24, Chapman and Hall/CRC Press.

2015 Fox, J.-P. van den Berg, S.M., and Veldkamp, B.P. (to be published). Bayesian psychometric methods. In Handbook of Psychometric Testing, P. Irwing, T. Booth and D. Hughes. Wiley-Blackwell.

2010 Fox, J.-P., and A. J. Verhagen (2010). Random item effects modeling for cross-national survey data. In E. Davidov & P. Schmidt, and J. Billiet (Eds.), Cross-cultural Analysis: Methods and Applications (pp 461-482), London: Routeledge Academic.
ISBN 1848728220.

2008 Fox, J.-P. (2008). Bayesian item response models for complex survey data. In Eilers, P. (Ed.), Proceedings of the 23rd international workshop on Statistical Modelling. pp. 19-26.

2004 Fox, J.-P. (2004). Multilevel IRT Model Assessment. In van der Ark, Croon, Sijtsma (Eds.) New Developments in Categorical Data Analysis for the Social and Behavioral Sciences (p. 227-252), London: Lawrence Erlbaum Associates, Inc. ISBN 0-8058-4278-6

2002 Fox, J.-P. & Glas, C.A.W. (2002). Modeling measurement error in a structural multilevel model. In G.A. Marcoulides & I. Moustaki (Eds.), Latent Variable and Latent Structure Models (pp. 245-269), London: Lawrence Erlbaum Associates, Publishers. ISBN 978-0805840469

Latest talks (including invited and Key note talks)

For a more complete overview: www.Jean-PaulFox.com (Main menu item ‘Presentations’).

Does Time Pressure Induce Tunnel Vision? An examination with the Eriksen Flanker task. International Conference on Applied Physics, Simulation and Computers (APSAC 2015). Vienna, Austria.

Bayesian Model Testing in IRT. CTB-McGraw/Hill, R&D Symposium. Monterey, CA, 11 September, 2014.

Exploring feedback behavior: A multivariate multilevel modeling approach. 9th International Multilevel Conference, Utrecht, The Netherlands, March 27-28, 2013.

Advances in Bayesian Item Response Modeling (Joint modeling of feedback use and time data). NCME, 16 April 2012, Vancouver (Invited session Advances in Psychometrics).

Random Item Effects Modeling: Applications. Ph.D School in Psychology, Università di Milano - Bicocca. Milan, Italy. April 29, 2011. (Invited)

Random Item Effects Modeling: Theory. Ph.D School in Statistics, Università di Milano - Bicocca. Milan, Italy. April 28, 2011. (Invited)

Joint Modeling of Longitudinal Item Response Data and Survival. Escola de Modelos De Regressao. March 13-16, 2011. Fortaleza, Brazil. (Keynote Address)

Developments in Bayesian Item Response Modeling. The 75th Meeting of the Psychometric Society. July 7 - July 9, 2010. Athens, Georgia, USA. (Invited).

The Joint Modeling of Individual Cognitive Impairment and Survival Data. MTO Research Colloquium. June, 9, 2010. Tilburg University. (Invited).

MLIRT Modeling of Complex Survey Data. 1st Brazilian Congress on Item Response Theory. Florianópolis, Brazil. December 9-11, 2009. (Keynote Address)

Random Item Effects Modeling in Cross-National Survey Research. 1st Brazilian Congress on Item Response Theory. Florianópolis, Brazil. December 9-11, 2009. (Keynote Address)

Item Response Modeling of Neuropsychological Test Data. Seminar Biostatistics, School of Public Health University of Washington, Seattle, WA, USA. September 23, 2009. (Invited).

Bayesian Item Response Models For Complex Survey Data. Presentation at the 23rd International Workhop on Statistical Modelling. Utrecht. July, 8, 2008. (Invited).

Advanced Posterior Predictive Assessment. Presentation at the 73th Annual Meeting of the Psychometric Society. Dover, NH, USA. July, 1, 2008.

Referee for:

Journals: Journal of Educational and Behavioral Statistics (Associate Editor), British Journal of Mathematical and Statistical Psychology (Associate Editor), Psychometrika, Statistics in Medicine, Psychological Methods, Applied Psychological Methods, Computational Statistics and Data Analysis, …

National Science Foundation (NSF, USA).

The Netherlands Organisation for Health Research and Development (ZonMw).

The Netherlands Organisation for Scientific Research (NWO). Selection committee Research Talent (2015).