Married and two children: Isa (5) and Hugo (2) Academic Appointments. Awards, grants and honors

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1 Angélique Cramer Curriculum Vitae Personal Surname Name Date of birth Nationality Family Cramer Angélique Odette Joanne November 4, 1979 Dutch/EU Married and two children: Isa (5) and Hugo (2) Academic Appointments present Associate Professor, Tilburg University, Department of Methodology and Statistics, Tilburg. { General research topic: (Network) Models for Health and Well-Being { Tenured from January 2017 onwards Assistant Professor, University of Amsterdam, Department of Psychological Methods, Amsterdam. { General research topic: Models and methods for clinical psychology { Tenured from May 2016 onwards Ph.D. student, University of Amsterdam, Department of Psychological Methods, Amsterdam. { Graduated with honors (cum laude) { Advisors: Prof. dr. Denny Borsboom and Prof. dr. Han van der Maas { Title dissertation: The glue of (ab)normal mental life: Networks of interacting thoughts, feelings, and behavior Nov April 2011 Visiting scholar, Virginia Institute for Psychiatric and Behavioral Genetics (VIPBG), Department of Psychiatry and School of Medicine, Richmond, Virginia, USA. { Collaboration with Prof. Kenneth S. Kendler, director of VIPBG { Topic: The differential influence of stressful life events on individual symptoms of major depression Awards, grants and honors 2017 Rising Star Designation, Association for Psychological Science, Recognition of outstanding psychological scientists in the earliest stages of their research career post-phd whose innovative work has already advanced the field and signals great potential for their continued contributions. Feb Jun 2017 NIAS-KNAW fellow, Netherlands Institute for Advanced Study in the Humanities and Social Sciences (NIAS) and Royal Netherlands Academy of Arts and Sciences (KNAW), Amsterdam. { Prestigious fellowship within an interdisciplinary team { Overarching topic (group leader: Prof. dr. Claudi Bockting, Utrecht University): Towards patient-proof empirical models and more effective interventions in mental health { Own project: Predicting change with network models for psychopathology Book project, Springer. { Single-authored book { Tentative title: A network perspective on psychological constructs { Focus: theoretical and easily accessible methods for (under)graduate students and researchers from clinical psychology and methodology B aoj.cramer@gmail.com Í aojcramer.com

2 2015 Veni grant for innovational research, The Netherlands Organization for Scientific Research (NWO). Highly competitive grant (e ) with a success rate of 14% Topic: Network psychometrics, Methods for uncovering the architecture and dynamics of mood disorders 2013 IOPS Best Paper Award, Interuniversity Graduate School of Psychometrics and Sociometrics. Awarded paper: Cramer, A. O. J., et al., (2012). Dimensions of Normal Personality as Networks in Search of Equilibrium: You Can t Like Parties if You Don t like People. European Journal of Personality, 26, Wiley Prize for the best paper in the European Journal of Personality. Awarded paper: Cramer, A. O. J., et al., (2012). Dimensions of Normal Personality as Networks in Search of Equilibrium: You Can t Like Parties if You Don t like People. European Journal of Personality, 26, Grant for research visit at the Kendler lab (e550), Amsterdam University Fund (AUF). Education Master of Science, University of Amsterdam, Research Master Psychology, Amsterdam. Graduated: February 2008 (cum laude) Specialization: Clinical Psychology Minor: Psychonomics Bachelor of Science, University of Amsterdam, Faculty of Psychology, Amsterdam. Graduated: 2005 Specialization: Clinical Psychology Organizational work and service to the field 2017 Member of the NWO Veni committee Member of the NWO Talent Grant committee present Founder and chair of FAMME, University of Amsterdam, Faculty of Psychology. FAMME: Female Academics Meet, Mentor and Engage Committee containing majority of UDs and UHDs within Psychology Overarching goal: advancing women in academia present Chair of the scientific section of the Editorial Board of "de Psycholoog". Dutch journal with mission: facilitating communication between scientists and practitioners Monitoring (scientific) content of the journal Reviewing incoming manuscripts Elected member of Committee for the Accreditation of Research Masters in the Social Sciences, Royal Netherlands Academy of Arts and Sciences. Assessing and accrediting research master programs in the Netherlands and Flanders Regular meetings for discussion about strengths and weaknesses of various programs Member of the Student Affairs Committee, Society for the Scientific Study of Psychopathy (SSSP). Organization of special interest luncheons during meetings Bridging communication between students and researchers November 2017 March 2017 Invited presentations/workshops A network theory of mental disorders, Master Methodologist presentation, International Society for Traumatic Stress Studies, Chicago, US. The boundaries of our online identity, Presentation for a panel on using social media for work, International Convention of Psychological Science, Vienna, Austria.

3 March 2017 July 2016 June 2016 June 2016 December 2013 May 2013 July 2007 May 2017 March 2017 March 2017 May 2016 May 2016 July 2013 July 2012 May 2012 May 2011 Problems attract problems: A network perspective on mental disorders, Workshop for Gender Unlimited Festival, Tilburg University. Introduction and theoretical foundation of network analysis, Networks Summer School, Psychosystems, Amsterdam, the Netherlands. What does a p-factor mean, Symposium: New Insights into the Structure of Psychopathology, Utrecht University, the Netherlands. Mechanisms of change from a dynamical systems perspective, Symposium: General Principles of Psychopathology and Clinical Change, Behavioral Science Institute, Radboud University, the Netherlands. What is a psychological disorder?, Workshop in honor of 75th anniversary of NIP, Dutch Association of Psychologists, Utrecht, the Netherlands. Problems attract problems: a network perspective on mental disorders, Symposium: Towards DSM-5 and beyond: The importance for EPP research, Experimental PsychoPathology graduate school, Heeze, the Netherlands. Psychopathy: A pathology of the human conscience?, The Moral Brain, Den Haag, the Netherlands. Conference presentations Vulnerability to develop psychopathology: a catastrophe, Association for Psychological Science, Boston, US. Predicting change in psychopathology with network models, International Convention of Psychological Science, Vienna, Austria. The network perspective on psychopathology, International Convention of Psychological Science, Vienna, Austria. So now what? Moving forward with the network perspective on psychopathology, Association for Psychological Science (APS), Chicago, United States. Multiplicity in the exploratory multiway ANOVA, Association for Psychological Science, Chicago, United States. I feel sad therefore I do not sleep: Major depression as a complex system, Psychometric Society (IMPS), Arnhem, the Netherlands. A network perspective on psychopathology, International Test Commission (ITC), Amsterdam, the Netherlands. Phenotypic complexity as genetic dark matter: A network explanation of missing heritability, Behavioral Genetics Association (BGA), Edinburgh, United Kingdom. Major depression as a complex system, Association for Psychological Science (APS), Washington, United States.

4 (Guest) Lecturer and/or coordinator Supervision Skills Teaching Psychological Theories (2016, second-year, 15 students, guest lecture & practicals) Developmental Psychopathology (2015, research master, 40 students, guest lecture) Psychodiagnostics (2013, second-year, 150 students, coordination) Statistics (2013, first-year, 400 students, lecturer) Foundations of Methodology (2012, 2013, third-year, 15 students, including practicals) Good Science Bad Science (2012, research master, 15 students, guest lecture) Scientific Writing and Presenting (2007, 2012, research master, 40 students, guest lecture & teaching assistant) Advanced Study in Individual Differences (2012, research master, 15 students, guest lecture) Causality (2009, third-year, 15 students, guest lectures) Controversies in Psychology (2009, third-year, 15 students, guest lecture) Psychometrics (2008, research master, 15 students, guest lectures) Co-promotor on a Ph.D. track about testing network interventions for comorbidity (Fall 2016, promotor: Prof. dr. Claudi Bockting, Utrecht University) Research master internships: George Aalbers, Sjoerd Glaser, Janna Toebosch, Esther Lietaert Peerbolte Bachelor theses: Marie Deserno, Lisa Wijsen Practical Research Project (2009, 2012, second-year, 9 students) Practical Writing Course (2013, second-year, 5 students) Network modeling (e.g., Ising model, VAR models) Latent variable modeling (e.g., IRT, SEM) Software (R, Mplus, LaTeX) Professional memberships Dutch Network of Women Professors Dutch Association for Psychologists Association for Psychological Science

5 Ad hoc reviewing Behavioral and Brain Sciences Clinical Psychological Science Cognitive Psychology Epidemiology and Psychiatric Sciences European Journal of Personality Journal of Affective Disorders Journal of Clinical Epidemiology Neuropsychology Review Perspectives on Psychological Science PLoS ONE Psychological Medicine Psychometrika Psychonomic Bulletin and Review Royal Society Open Science Schizophrenia Bulletin Publications Submitted/under review Borsboom, D., Cramer, A. O. J., & Kalis, A. (revision). Brain disorders? Not really...why network structures block reductionism in psychopathology research. Behavioral and Brain Sciences. Cramer, A. O. J., & Molenaar, D. (under review). Testing measurement invariance in multivariate data with a network structure: A simulation study. Epskamp, S., van Borkulo, C. D., & Cramer, A. O. J. (in preparation). Personalized network modeling in psychopathology: The importance of contemporaneous and temporal connections. Fried, E. I., & Cramer, A. O. J. (revision). Challenges to the network perspective. Accepted/in press Cramer, A. O. J., & van Bork, R. (accepted). Internal validity. SAGE Encyclopedia of Abnormal and Clinical Psychology. Kossakowski, J., & Cramer, A. O. J. (accepted). Complex Dynamical Systems in Cognitive Psychology. To appear in: Frontiers of Cognitive Psychology, section: Network Science in Cognitive Psychology. Lunansky, G., Nuijten, M., Deserno, M., Cramer, A. O. J., & Borsboom, D. (in press). Een symptoom komt nooit alleen: Psychologische stoornissen als complexe netwerken [A symptom never comes alone: Psychological disorders as complex networks]. To appear in: Handbook Persoonlijkheidspathologie [Handbook of Personality Pathology]. van Bork, R., & Cramer, A. O. J. (accepted). Sample selection. SAGE Encyclopedia of Abnormal and Clinical Psychology. van Bork, R., & Cramer, A. O. J. (accepted). Sample size. SAGE Encyclopedia of Abnormal and Clinical Psychology. van Bork, R., van Borkulo, C. D., Waldorp, L. J., Cramer, A. O. J., & Borsboom, D. (accepted). Network models for clinical psychology. To appear in: Stevens Handbook Borsboom, D., Rhemtulla, M., Cramer, A. O. J., van der Maas, H. L. J., Scheffer, M., & Dolan, C. V. (2016). Kinds versus continua: A review of psychometric approaches to uncover the structure of psychiatric constructs. Psychological Medicine, 46, Cramer, A. O. J., van Borkulo, C. D., Giltay, E. J., van der Maas, H. L. J., Kendler, K. S., Scheffer, M., & Borsboom, D. (2016). Major depression as a complex dynamic system.plos ONE, 11, e Cramer, A. O. J., van Ravenzwaaij, D., Matzke, D., Steingroever, H., Wetzels, R., Grasman, R. P. P. P., Waldorp, L. J., & Wagenmakers, E. -J. (2016). Hidden multiplicity in exploratory multiway ANOVA: Prevalence and remedies. Psychonomic Bulletin & Review, 23, Fried, E. I., van Borkulo, C. D., Cramer, A. O. J., Boschloo, L., Schoevers, R. A., & Borsboom, D. (2016). Mental

6 disorders as networks of problems: a review of recent insights. Social Psychiatry and Psychiatric Epidemiology. doi: /s z. Nuijten, M., Deserno, M. K., Cramer, A. O. J., & Borsboom, D. (2016). Mental disorders as complex networks: An introduction and overview of a network approach to psychopathology. Clinical Neuropsychiatry, 13, Olde Rikkert, M. G., Dakos, V., Buchman, T. G., de Boer, R., Glass, L., Cramer, A. O. J., Levin, S., van Nes, E., Sugihara, G., Ferrari, M. D., Tolner, E. A., van de Leemput, I., Lagro, J., Melis, R., & Scheffer, M. (2016). Slowing Down of Recovery as Generic Risk Marker for Acute Severity Transitions in Chronic Diseases. Critical Care Medicine, 44, Wichers, M., Groot, P. C., Psychosystems, ESM Group, & EWS Group. (2016). Critical Slowing Down as a Personalized Early Warning Signal for Depression. Psychotherapy and Psychosomatics, 85, Costantini, G., Epskamp, S., Borsboom, D., Perugini, M., Mottus, R., Waldorp, L. J., & Cramer, A. O. J. (2015). State of the art personality research: A tutorial on network analysis of personality data in R. Journal of Research in Personality, 54, Cramer, A. O. J., & Borsboom, D. (2015). Problems attract problems: A network perspective on mental disorders. Emerging Trends in the Social and Behavioral Sciences: An Interdisciplinary, Searchable, and Linkable Resource. de Schryver, M., Vindevogel, S., Rasmussen, A., & Cramer, A. O. J. (2015). Unpacking Constructs: A Network Approach for Studying War Exposure, Daily Stressors and Post-Traumatic Stress Disorder. Frontiers in Psychology, 6, doi: /fpsyg Fried, E. I., Bockting, C., Arjadi, R., Borsboom, D., Tuerlinckx, F., Cramer, A. O. J., Epskamp, S., Amshoff, M., Carr, D., & Stroebe, M. (2015). From Loss to Loneliness: The Relationship between Bereavement and Depressive Symptoms. Journal of Abnormal Psychology, 124, Fried, E. I., van der Sluis, S., & Cramer, A. O. J. (2015). The genetics of major depression remain elusive. doi: /RG Baas, K. D., Cramer, A. O. J., Koeter, M. W. J., van de Lisdonk, E., van Weert, H. C., & Schene, A. H. (2011). Measurement invariance with respect to ethnicity of the Patient Health Questionnaire 9 (PHQ-9). Journal of Affective Disorders, 129, Bakker, M., Cramer, A. O. J., Matzke, D., Kievit, R. A., van der Maas, H. L. J., Wagenmakers, E. -J., & Borsboom, D. (2013). Dwelling on the past. European Journal of Personality, 27, Borsboom, D., & Cramer, A. O. J. (2013). Network analysis: An integrative approach to the structure of psychopathology. Annual Review of Clinical Psychology, 9, Borsboom, D., Cramer, A. O. J., Schmittmann, V. D., Epskamp, S., & Waldorp, L. J. (2011). The small world of psychopathology. PLoS ONE, 6, doi: /journal.pone Borsboom, D., Epskamp, S., Kievit, R. A., Cramer, A. O. J., & Schmittmann, V. D. (2011). Transdiagnostic networks. Perspectives on Psychological Science, 6, Borsboom, D., van der Sluis, S., Noordhof, A. Wichers, M., Geschwind, N., Aggen, S. H., Kendler, K. S., & Cramer, A. O. J. (2012). What kind of causal modeling approach does personality research need? European Journal of Personality, 26, Cramer, A. O. J. (2012). Why the item "23 + 1" is not in a depression questionnaire: Validity from a network perspective. Measurement, 10, Cramer, A. O. J., Kendler, K. S., & Borsboom, D. (2011). Where are the genes? The implications of a network perspective on gene hunting in psychopathology. European Journal of Personality, 25, Cramer, A. O. J., Kendler, K. S., & Borsboom, D. (2012). A constructionist account of emotional disorders. Behavioral and Brain Sciences, 35, Cramer, A. O. J., Borsboom, D., Aggen, S. H., & Kendler, K. S. (2012). The pathoplasticity of dysphoric episodes: differential impact of stressful life events on the patterns of depressive symptom inter-correlations. Psychological Medicine, 42, Cramer, A. O. J., van der Sluis, S., Noordhof, A., Wichers, M., Geschwind, N., Aggen, S. H., Kendler, K. S., & Borsboom, D. (2012). Dimensions of normal personality as networks in search of equilibrium: You can t like parties if you don t like people. European Journal of Personality, 26, Cramer, A. O. J., van der Sluis, S., Noordhof, A., Wichers, M., Geschwind, N., Aggen, S. H., Kendler, K. S., & Borsboom, D. (2012). Measurable like temperature or mereological like flocking? On the nature of personality traits. European Journal of Personality, 26,

7 Cramer, A. O. J., Waldorp, L. J., van der Maas, H. L. J., & Borsboom, D. (2010). Comorbidity: A network perspective. Behavioral and Brain Sciences, 33, Cramer, A. O. J., Waldorp, L. J., van der Maas, H. L. J., & Borsboom, D. (2010). Authors response. Complex realities require complex theories: Refining and extending the network approach to mental disorders. Behavioral and Brain Sciences, 33, de Groot, A. D., Wagenmakers, E. -J., Borsboom, D., Verhagen, J., Kievit, R., Bakker, M., Cramer, A. O. J., Matzke, D., Mellenbergh, D., & van der Maas, H. L. J. (2014). The meaning of "significance" for different types of research. Acta Psychologica, 148, Epskamp, S., Cramer, A. O. J., Waldorp, L. J., Schmittmann, V. D., & Borsboom, D. (2012). Qgraph: Network visualizations of relationships in psychometric data. Journal of Statistical Software, 48, Schmittmann, V. D., Cramer, A. O. J., Waldorp, L. J., Epskamp, S., Kievit, R. A., & Borsboom, D. (2013). Deconstructing the construct: A network perspective on psychological phenomena. New Ideas in Psychology, 31, van Borkulo, C. D., Borsboom, D., Nivard, M. G., & Cramer, A. O. J. (2011). NetLogo Symptom Spread Model. Center for Connected Learning and Computer-Based Modeling, Northwestern University, Evanston, IL. van de Leemput, I. A., Wichers, M., Cramer, A. O. J., Borsboom, D., Tuerlinckx, F., Kuppens, P., van Nes, E. H., Viechtbauer, W., Giltay, E. J., Aggen, S. H., Derom, C., Jacobs, N., Kendler, K. S., van der Maas, H. L. J., Neale, M. C., Peeters, F., Thiery, E., Zachar, P., & Scheffer, M. (2014). Critical slowing down as an early warning for the onset and termination of depression. Proceedings of the National Academy of Sciences USA, 111,

8 Books Cramer, A. O. J. (in preparation). A network perspective on psychological constructs. Springer. Book chapters Borsboom, D., Cramer, A. O. J., Kievit, R. A., Zand Scholten, A., & Franic, S. (2011). The end of construct validity. In: R. W. Lissitz (Ed.). The concept of validity. Information Age Publishers. Cramer, A. O. J., & Borsboom, D. (2015). Problems attract problems: A network perspective on mental disorders. Emerging Trends in the Social and Behavioral Sciences: An Interdisciplinary, Searchable, and Linkable Resource. doi: / etrds0264. van Bork, R., & Cramer, A. O. J. (under review). Sample selection. SAGE Encyclopedia of Abnormal and Clinical Psychology. van Bork, R., & Cramer, A. O. J. (under review). Sample size. SAGE Encyclopedia of Abnormal and Clinical Psychology. van Bork, R., van Borkulo, C. D., Waldorp, L. J., Cramer, A. O. J., & Borsboom, D. (under review). Network models for clinical psychology. To appear in: Stevens Handbook.