* shared first authorship (in alphabetical order)


Aalbers, G., Bastiaansen, J. A., Ormel, J., Bennik, E., Cramer, A. O. J., van Borkulo, C. D. (2018). Neuroticism and the dynamical interplay between emotions: A network perspective.

van Borkulo, C. D., Bailey, B. E., Riemann, B. C., McNally, R. J. (2017). Can symptom network structure predict response to behavioral treatment in patients with obsessive-compulsive disorder?

van Borkulo, C. D., Waldorp, L. J., Boschloo, L., Kossakowski, J., Tio, P., L., Schoevers, R.A., & Borsboom, D. (2016). Comparing network structures on three aspects: A permutation test. DOI: 10.13140/RG.2.2.29455.38569.

van Borkulo, C. D., Wichers, M.C., Boschloo, L, Schoevers, R.A., Kamphuis, J. H., Borsboom, D. & Waldorp, L. J. (2015). The contact process as a model for predicting network dynamics of psychopathology.

In press

Epskamp, S., Fried, E. I., van Borkulo, C., Robinaugh, D. J., Marsman, M., Dalege, J., … & Cramer, A. O. (2018). Investigating the Utility of Fixed-margin Sampling in Network Psychometrics. DOI: 10.17605/OSF.IO/UAS9G

Van Bork, R., van Borkulo, C. D.*, Waldorp, L.J., Cramer, A.O.J., & Borsboom, D. Network Models for Clinical Psychology. In The Stevens’ Handbook of Experimental Psychology and Cognitive Neuroscience (Fourth Ed). In press.


Borsboom, D., Robinaugh, D. J., Epskamp, Fried, E. I., Waldorp, L. J., van Borkulo, C. D., van der Maas, H. L. J., Rhemtulla, M., Cramer, A. O. J. (2018). Robustness and replicability of psychopathology networks. World Psychiatry, 17(2), 143-144.

Epskamp, S., van Borkulo, C. D., Van der Veen, D.C., Servaas, M.N., Isvoranu, A., Riese, H., Cramer, A.O.J. (2018). Personalized Network Modeling in Psychopathology: The Importance of Contemporaneous and Temporal Connections. Clinical Psychological Science. DOI: 10.1177/2167702617744325.

Schweren, L., van Borkulo, C. D., Fried, E. I., Goodyer, I. M. (2017). Assessment of symptom network density as a prognostic marker of treatment response in adolescent depression. JAMA Psychiatry. DOI: 10.1001/jamapsychiatry.2017.3561.

Borsboom, D., Fried, E. I., Epskamp, S., Waldorp, L. J., van Borkulo, C. D., van der Maas, J. L. J., Cramer, A. O. J. (2017). False alarm? A comprehensive reanalysis of ”Evidence that psychopathology symptom networks have limited replicability” by Forbes, Wright, Markon, and Krueger (2017). Journal of Abnormal Psychology, 126(7), 989-999. doi: 10.1037/abn0000306.

Van Loo, H. M., van Borkulo, C. D., Peterson, R. E., Fried, E. I., Aggen, S. H., Borsboom, D. Kendler, K. S. (2017). Robust symptom networks in recurrent major depression across different levels of genetic and environmental risk. Journal of Affective Disorders, 227, 313- 322. doi: 10.1016/j.jad.2017.10.038.

van Rooijen, G., Isvoranu, A.M., Kruijt, O.H., van Borkulo, C. D., Meijer, C.J., Wigman, J.T.W., Ruh, H.G., de Haan, L., GROUP investigators. (2017). A state-independent network of depressive, negative and positive symptoms in male patients with schizophrenia spectrum disorders. Schizophrenia Research, 193, 232-239. doi: 10.1016/j.schres.2017.07.035.

De Beurs, D., van Borkulo, C. D., O‘Connor, R.C. (2017). Association between suicidal symptoms and repeat suicidal behaviour within a sample of hospital-treated suicide attempters. British Journal of Psychiatry Open, 3(3), 120-126; doi: 10.1192/bjpo.bp.116.004275.

Klippel, A. Viechtbauer, W., Reininghaus, U., Wigman, J., van Borkulo, C. D., MERGE, Myin-Germeys, I. Wichers, M. (2017). The cascade of stress: A network approach to explore differential dynamics in populations varying in familial risk for psychosis. Schizophrenia Bulletin, DOI: 10.1093/schbul/sbx037.

Van Rooijen, G., Isvoranu, A., Meijer, C.J., van Borkulo, C. D., Ruhe ́, H.G., De Haan, L., GROUP investigators. (2017). A Symptom Network Structure of the Psychosis Spectrum. Schizophrenia Research, 189, 75-83. doi: 10.1016/j.schres.2017.02.018.

Isvoranu, A. M., van Borkulo, C. D., Boyette, L. L., Borsboom, D., Wigman, H. J. T. W., Vinkers, C. H., & Group Investigators. (2016). A network approach to psychosis: Pathways between childhood trauma and psychotic symptoms. Schizophrenia Bulletin, 43 (1), 187-196.

Cramer, A. O. J., van Borkulo, C. D., Giltay, E. J., van der Maas, H. L. J., Kendler, S. K., Scheffer, M., & Borsboom, D. (2016). Major depression as a complex dynamic system. PLoS ONE, 11(12):e0167490.

Fried, E. I., van Borkulo, C. D.*, Cramer, A. O. J., Boschloo, L., Schoever, R. A., Borsboom, D. (2016). Mental disorders as symptom networks of problems: A review of recent insights. Social Psychiatry and Psychiatric Epidemiology. Social Psychiatry and Psychiatric Epidemiology, 52 (1), 1-10.

Bekhuis. E., R.A. Schoevers, van Borkulo, C. D., Rosmalen, J.G.M., & Boschloo, L. (2016). The network structure of major depressive disorder, generalized anxiety disorder and somatic symptomatology. Psychological Medicine, 46(14), 2989-2998.

Bekhuis. E., R.A. Schoevers, van Borkulo, C. D., Rosmalen, J.G.M., & Boschloo, L. (2016). The Network Structure of Depressive, Anxiety and Somatic Symptoms. Journal of Psychosomatic Research, 85, 55-55. DOI: 10.1016/j.jpsychores.2016.03.134

Boschloo, L., van Borkulo, C. D., Borsboom, D., & Schoevers, R. A. (2016) A prospective study on how symptoms in a network predict the onset of depression (2016). Psychotherapy and Psychosomatics, 85 (3), 183-184.

Boschloo, L., Schoevers, R. A., van Borkulo, C. D., Borsboom, D., & Oldehinkel, A. J. (2015) The network structure of psychopathology in a community sample of preadolescents. (2016). Journal of Abnormal Psychology, 125(4), 599-606.

van Borkulo, C. D., Borsboom, & Schoevers, R.A. (2016). Group-Level Symptom Networks in Depression — Reply. JAMA Psychiatry, 73 (4); DOI: 10.1001/jamapsy- chiatry.2015.3157.

Fried, E. I., van Borkulo, C. D., Epskamp, S., Schoevers, R. A., Tuerlinckx, F., & Borsboom, D. (2016). Measuring Depression Over Time . . . or not? Lack of Uni- dimensionality and Longitudinal Measurement Invariance in Four Common Rating Scales of Depression. Psychological Assessment. DOI: 10.1037/pas0000275.

Kossakowski, J.J., Epskamps, S., Kieffer, J.M., van Borkulo, C. D., Rhemtulla, M.T., & Borsboom, D. (2016). The application of a network approach to health-related quality of life (HRQoL): Introducing a new method for assessing HRQoL in healthy adults and cancer patients. Quality of Life Research, 25(4), 781-792.

van Borkulo, C. D., Boschloo, L., Borsboom, D., Penninx, B.W.J.H., & Schoevers, R.A. (2015). Association of symptom network structure and the course of depression. JAMA Psychiatry, 72 (12), 1219-1226.

Boschloo, L., van Borkulo, C. D., Rhemtulla, M., Keyes, K. M., Borsboom, D., & Schoevers, R. A. (2015). The network structure of symptoms of the Diagnostic and Statistical Manual of Mental Disorders. PLOS ONE; DOI: 10.1371/jour- nal.pone.0137621.

Fried, E. I., Boschloo, L., van Borkulo, C. D., Schoevers, R. A., Romeijn, J-W., Wichers, M., de Jonge, P., Nesse, R. M., Tuerlinckx, F., & Borsboom, D. (2015). Commentary: Consistent superiority of selective serotonin reuptake inhibitors over placebo in reducing depressed mood in patients with major depression. Frontiers of Psychiatry 6:117; DOI: 10.3389/fpsyt.2015.00117.

van Borkulo, C. D., Borsboom, D., Epskamp, S., Blanken, B. W., Bosschloo, L., Schoevers, R. A., & Waldorp, L. J. A new method for constructing networks from psychometric data. Scientific Reports 4, 5918; DOI:10.1038/srep05918 (2014).

Non peer-reviewed

van Borkulo, C. D. A tutorial on R package NetworkComparisonTest (NCT). Symptom net-work models in depression research: From methodological exploration to clinical application. Appendix E, 249-257.

van Borkulo, C. D.
Persistentie van depressie mogelijk bepaald door specifieke patronen in symptoomassociaties. Tijdschrift voor Psychiatrie, 58, 328-328 (2015).

van Borkulo, C. D. Wat zegt de netwerkstructuur van symptomen over het verloop van depressie? NESDA kerstnieuwsbrief (2015).

van Borkulo, C. D. Specific Symptom Associations May Determine Persistence of Depression. 2015. symptom-associations-may-determine-persistence-of-depression/19352/.

van Borkulo, C.D., van der Maas, H.L.J., Borsboom, D., & Cramer, A.O.J. (2014). NetLogo Vulnerability to Depression. models/community/Vulnerability_to_Depression. Center for Connected Learning and Computer-Based Modeling, Northwestern University, Evanston, IL.

van Borkulo, C. D., Borsboom, D., Nivard, M.G., & Cramer, A. O. J. (2011). NetLogo Symptom Spread model. community/Symptom_Spread_Model. Center for Connected Learning and Computer- Based Modeling, Northwestern University, Evanston, IL.

Popular press

Overal netwerken van A naar B. Interview on AmsterdamFM, Radio Swammerdam, June 11th, 2017. \url{}

Veel symptomen maken depressie hardnekkiger. NRC Handelsblad, zaterdag 21 november, 2015, pagina 2. Link

Specific symptom associations may determine persistence of depression. Interview on Link