Publications

van Bork, R., Rhemtulla, M., Sijtsma, K., & Borsboom, D. (forthcoming).
A causal theory of error scores. Accepted for publication in Psychological Methods
preprint: https://psyarxiv.com/h35sa/

van Borkulo, C. D., van Bork, R., Boschloo, L., Kossakowski, J. L., Tio, P., Schoevers,
R. A., Borsboom, D., & Waldorp, L. J. (2022). Comparing network structures
on three aspects: A permutation test. Psychological Methods. Advance online publication.
doi: 10.1037/met0000476

Borsboom, D., Deserno, M. K., Rhemtulla, M., Epskamp, S., Fried, E. I., McNally, R. J.,
Donald J. Robinaugh, D.J., Perugini, M., Dalege, J., Costantini, G., Isvoranu, A.,
Wysocki, A. C., van Borkulo, C. D., van Bork, R. & Waldorp, L. J. (2021). Network
analysis of multivariate data in psychological science. Nature Reviews Methods Primers,
1 (1), 1-18. doi: 10.1038/s43586-021-00055-w

Deserno, M. K., Borsboom, D., Begeer, S., van Bork, R., & Geurts, H. (2020).
Highways to happiness for ASD adults? Perceived causal relations among clinicians.
PLoS ONE, 15 (12): e0243298. doi: 10.1371/journal.pone.0243298

van Bork, R., Rhemtulla, M., Waldorp, L., Kruis, J., Rezvanifar, S., & Borsboom, D. (2019). Latent variable models and networks: Statistical equivalence and testability. Multivariate Behavioral Research, doi: 10.1080/00273171.2019.1672515

Rhemtulla, M., van Bork, R., & Borsboom, D. (2019). Worse than measurement error: Consequences of inappropriate latent variable measurement models. Psychological Methods. Advance online publication, doi:10.1037/met0000220

Bernstein, E. E., Kleiman, E. M., van Bork, R., Moriarity, D. P., Giollabhui, N. M., McNally, R. J., Abramson, L. Y., & Alloy, L. B. (2019). Unique and predictive relationships between components of cognitive vulnerability and symptoms of depression. Depression and Anxiety, 36, 950-959. doi: https://doi.org/10.1002/da.22935

van Bork, R., Grasman, R. P. P. P., & Waldorp, L. J. (2018). Unidimensional factor models imply weaker partial correlations than zero-order correlations. Psychometrika, 83, 443-452. doi:10.1007/s11336-018-9607-z

van Bork, R., Epskamp, S. , Rhemtulla, M., Borsboom, D. & van der Maas, H. L. J. (2017). What is the p-factor of psychopathology? Some risks of general factor modeling. Theory & Psychology, 27, 759-773. doi:10.1177/0959354317737185

Marsman, M., Borsboom, D., Kruis, J., Epskamp, S., van Bork, R., Waldorp, L., van der Maas, H. L. J., & Maris, G. (2017). An Introduction to Network Psychometrics: Relating Ising Network Models to Item Response Theory Models. Multivariate Behavioral Research, doi:10.1080/00273171.2017.1379379

Rhemtulla, M., Borsboom, D., & van Bork, R. (2017). How to Measure Nothing.
Measurement: Interdisciplinary Research and Perspectives, 15, 95-97. doi:10.1080/15366367.2017.1369785

van Bork, R., Wijsen, L. D. (shared main authorship), & Rhemtulla, M. (2017). Toward a causal interpretation of the common factor model. Disputatio, 9,
581-601. doi:10.1515/disp-2017-0019

van Bork, R., Rhemtulla, M., & Borsboom, D. (2016). Composites can be causal too. European Journal of Personality, 30, 307 – 308. doi:10.1002/per.2060

 

Rhemtulla, M., van Bork, R., & Borsboom, D. (2015). Calling models with causal indicators “measurement models” implies more than they can deliver. Measurement: Interdisciplinary Research & Perspectives, 13, 59-62. doi:10.1080/15366367.2015.1016343

Open Science Collaboration. (2015). Estimating the reproducibility of psychological science. Science, 349(6251), aac4716. doi:10.1126/science.aac4716

Langley, D. J., Wijn, R., Epskamp, S., & van Bork, R. (2015). Should I get that jab? Exploring influence to encourage vaccination via online social media. ECIS 2015 Research-in-Progress Papers, Paper 64.

 

Contributions to books:

Dablander, F. & van Bork, R. (2022) Causal inference. In A. Isvoranu,
S. Epskamp, L. Waldorp & D. Borsboom (Eds.) Network psychometrics with R:
A guide for behavioral and social scientists. New York, NY: Routledge.

van Bork, R., van Borkulo, C. D. (shared main authorship), Waldorp, L. J., Cramer, A. O. J., & Borsboom, D. (2018). Network models for clinical psychology. In John T. Wixted (ed.) The Stevens’ Handbook of Experimental Psychology and Cognitive Neuroscience (Fourth Ed). Hoboken, NJ: John Wiley & Sons.

van Bork, R., & Cramer, A. O. J. (2017). Sample size. SAGE Encyclopedia of Abnormal and Clinical Psychology.

van Bork, R., & Cramer, A. O. J. (2017). Sample selection. SAGE Encyclopedia of Abnormal and Clinical Psychology.

Cramer, A. O. J., & van Bork, R. (2017). Internal validity. SAGE Encyclopedia of Abnormal and Clinical Psychology.

Wijsen, L. D., van Bork, R., Haig, B. D., & Borsboom, D. Latent variable models and their alternatives: Three different approaches to the causal analysis of psychometric models. (Bookchapter in The SAGE Handbook of Theoretical Psychology)

 

Preprints:

Haslbeck, J., & van Bork, R. (preprint). Estimating the number of factors in exploratory
factor analysis via out-of-sample prediction errors. doi: 10.31234/osf.io/qktsd
preprint: https://psyarxiv.com/qktsd

van Dongen, N., van Bork, R., Finnemann, A., Haslbeck, J., van der Maas, H. L. J.,
Robinaugh, D., de Ron, J. & Borsboom, D. (preprint). Improving psychological explanations.
doi: 10.31234/osf.io/qd69g
preprint: https://psyarxiv.com/qd69g/

van Bork, R., Marsman, M., Rhemtulla, M., Epskamp, S., Kruis, J., & Borsboom, D. (preprint). Common effect models: Positive or negative manifold? doi:10.31234/osf.io/xs4cy
preprint: https://psyarxiv.com/xs4cy

Rhemtulla, M., van Bork, R., Cramer, A. O. J. (preprint). Cross-lagged network models.
preprint: https://osf.io/r24q6/