Theory Methods Lab
Publications
Below, you can find a list of relevant publications coming out of the Theory Methods Lab.
Aczel, B., Szaszi, B., Nilsonne, G., Van Den Akker, O. R., Albers, C. J., Van Assen, M. A., ... & Wagenmakers, E. J. (2021). Consensus-based guidance for conducting and reporting multi-analyst studies. Elife, 10: e72185. https://doi.org/10.7554/eLife.72185
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Borsboom D. (2022). Reflections on an emerging new science of mental disorders. Behaviour Research and Therapy, 156, 104127. https://doi.org/10.1016/j.brat.2022.104127
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Borsboom, D. (2022) Possible futures for network psychometrics. Psychometrika, 87, 253–265. https://doi.org/10.1007/s11336-022-09851-z
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Borsboom, D., Haslbeck, J. M. B., & Robinaugh D. J. (2022). Systems-based approaches to mental disorders are the only game in town. World Psychiatry, 21(3), 420–422. https://doi.org/10.1002/wps.21004
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Borsboom, D., van der Maas, H. L. J., Dalege, J., Kievit, R. A., & Haig, B. D. (2021). Theory Construction Methodology: A practical framework for building theories in psychology. Perspectives on Psychological Science, 16(4), 756–766. https://doi.org/10.1177/1745691620969647
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Claesen, A., Lakens, D., Vanpaemel, W., & van Dongen, N. N. N. (2022). Severity and crises in science: Are we getting it right when we're right and wrong when we're wrong?. PsyArXiv https://doi.org/10.31234/osf.io/ekhc8
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Dekker, M., Walentek, D., Haslbeck J. M. B. & Broere, J. (2022). Strategy under uncertainty: International conflict and variation in information. APSA Preprints. https://doi.org/10.33774/apsa-2020-jmx66-v4
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Finnemann, A., Borsboom, D., Epskamp, S., & van der Maas, H. L. J. (2021). The theoretical and statistical Ising model: A practical guide in R. Psych, 3(4), 594–618. https://doi.org/10.3390/psych3040039
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Haslbeck, J. M. B., & Ryan, O. (2021). Recovering within-person dynamics from psychological time series. Multivariate Behavioral Research, 1-32. https://doi.org/10.1080/00273171.2021.1896353
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Haslbeck, J. M. B., Ryan, O., Robinaugh, D. J., Waldorp, L. J., Borsboom, D. (2021). Modeling psychopathology: From data models to formal theories. Psychological Methods. https://doi.org/10.1037/met0000303
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Kalis, A., & Borsboom, D. (2020). Folk psychology as a causal language. Theory & Psychology, 30(5), 723–728. https://doi.org/10.1177/0959354320933940
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Maier, M., van Dongen, N. N. N., & Borsboom, D. (2022). Comparing Theories with the Ising Model of Explanatory Coherence. PsyArXiv. https://doi.org/10.31234/osf.io/shaef
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Marsman, M. , Waldorp, L. & Borsboom, D. (2022 , February 10). Towards an Encompassing Theory of Network Models. Psychological Methods, Advance online publication. http://dx.doi.org/10.1037/met0000373
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Robinaugh, D. J., Haslbeck, J. M. B., Waldorp, L. J., Kossakowski, J. J., Fried, E. I., Millner, A., McNally, R. J., van Nes, E. H., Scheffer, M., Kendler, K. S. & Borsboom, D. (2019). Advancing the Network Theory of Mental Disorders: A computational model of panic disorder. PsyArXiv. https://psyarxiv.com/km37w/
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Robinaugh, D., Haslbeck, J. M. B., Ryan, O., Fried, E. I., & Waldorp, L. (2021). Invisible hands and fine calipers: A call to use formal theory as a toolkit for theory construction. Perspectives on Psychological Science , 16(4), 725-743. https://doi.org/10.1177/1745691620974697
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Scheffer, M., Borsboom, D., Nieuwenhuis, S., & Westley, F. (2022). Belief traps: Tackling the inertia of harmful beliefs. Proceedings of the National Academy of Sciences, 119(32), e2203149119. https://doi.org/10.1073/pnas.2203149119
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van Bork, R., Rhemtulla, M., Sijtsma, K., & Borsboom, D. (2022). A causal theory of error scores. Psychological Methods, Advance online publication. https://doi.org/10.1037/met0000521
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van Dongen, N. N. N., & van Grootel, L. (2021). Overview on the Null Hypothesis Significance test. PsyArXiv. https://doi.org/10.31234/osf.io/hwk4n
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van Dongen, N. N. N., Finnemann, A., de Ron, J., Tiokhin, L., Wang, S. B., Algermissen, J., … Borsboom, D. (2022). Many modelers. PsyArXiv https://doi.org/10.31234/osf.io/r5yfz
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van Dongen, N. N. N., van Bork, R., Finnemann, A., van der Maas, H., Robinaugh, D., Haslbeck, J. M. B., … Borsboom, D. (2022). Improving psychological explanations. PsyArXiv. https://doi.org/10.31234/osf.io/qd69g
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van Dongen, N., Sprenger, J., & Wagenmakers, E. J. (2022). A Bayesian perspective on severity: Risky predictions and specific hypotheses. Psychonomic Bulletin & Review, 1-18. https://doi.org/10.3758/s13423-022-02069-1
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van Ravenzwaaij, D., Bakker, M., Heesen, R., Romero, F., van Dongen, N., Crüwell, S., … Wagenmakers, E. (2022). Perspectives on Scientific Error. PsyArXiv. https://doi.org/10.31234/osf.io/wm4v6
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Vlaeyen, J. W. S., Haslbeck, J. M. B., Sjouwerman, R. & Peters, M. L. (2022). Towards a dynamic account of chronic pain. PAIN. https://doi.org/10.1097/j.pain.0000000000002706
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Wagenmakers, E. J., Sarafoglou, A., Aarts, S., Albers, C., Algermissen, J., Bahník, Š., ... & Aczel, B. (2021). Seven steps toward more transparency in statistical practice. Nature Human Behaviour, 5(11), 1473-1480. https://doi.org/10.1038/s41562-021-01211-8