Opinion Article: The Emerging Role of Computational Psychopathology in Clinical Psychology
DOI:
https://doi.org/10.6092/2282-1619/mjcp-2895Keywords:
Clinical psychology, Computational psychology, Computational psychopathology, Mental health, Psychological disorders.Abstract
Clinical psychology has progressed at a rapid rate since its induction (Kramer et al., 2019). A multitude of interventions have been developed to help individuals with psychological difficulties, many with remarkable efficacy (Harris, 2019; Kennerley et al., 2016; Linehan, 2014; Schneider et al., 2014; Shedler, 2010; Von Sydow et al., 2013).References
Abramowitz, J. S., Deacon, B. J., & Whiteside, S. P. (2019). Exposure therapy for anxiety: Principles and practice. Guilford Publications. https://doi.org/10.1007/s10879-011-9187-z
Amir, N., Beard, C., Burns, M., & Bomyea, J. (2009). Attention modification program in individuals with generalized anxiety disorder. Journal of abnormal psychology, 118(1), 28. https://doi.org/10.1037/a0012589
Bar‐Haim, Y. (2010). Research review: attention bias modification (ABM): a novel treatment for anxiety disorders. Journal of Child Psychology and Psychiatry, 51(8), 859-870. https://doi.org/10.1111/j.1469-7610.2010.02251.x
Beck, A. T. (1997). The past and future of cognitive therapy. The Journal of psychotherapy practice and research, 6(4), 276.
Bennett-Levy, J. (2003). Mechanisms of change in cognitive therapy: The case of automatic thought records and behavioural experiments. Behavioural and Cognitive Psychotherapy, 31(3), 261-277. https://doi.org/10.1017/S1352465803003035
Blanke, E. S., Neubauer, A. B., Houben, M., Erbas, Y., & Brose, A. (2021). Why do my thoughts feel so bad? Getting at the reciprocal effects of rumination and negative affect using dynamic structural equation modeling. Emotion. Advance online publication. https://doi.org/10.1037/emo0000946
Chartier, I. S., & Provencher, M. D. (2013). Behavioural activation for depression: Efficacy, effectiveness and dissemination. Journal of affective disorders, 145(3), 292-299. https://doi.org/10.1016/j.jad.2012.07.023
Cisler, J. M., & Koster, E. H. (2010). Mechanisms of attentional biases towards threat in anxiety disorders: An integrative review. Clinical psychology review, 30(2), 203-216. https://doi.org/10.1016/j.cpr.2009.11.003
Conversano, C., & Di Giuseppe, M. (2021). Psychological factors as determinants of chronic conditions: clinical and psychodynamic advance. Frontiers in Psychology, 12, 86. https://doi.org/10.3389/fpsyg.2021.635708
Friston, K. J., Stephan, K. E., Montague, R., & Dolan, R. J. (2014). Computational psychiatry: the brain as a phantastic organ. The Lancet Psychiatry, 1(2), 148-158. https://doi.org/10.1016/S2215-0366(14)70275-5
Gotlib, I. H., Krasnoperova, E., Yue, D. N., & Joormann, J. (2004). Attentional biases for negative interpersonal stimuli in clinical depression. Journal of abnormal psychology, 113(1), 127. https://doi.org/10.1037/0021-843X.113.1.121
Harris, R. (2019). ACT made simple: An easy-to-read primer on acceptance and commitment therapy. New Harbinger Publications.
Haselgrove, M., & Hogarth, L. (Eds.). (2013). Clinical applications of learning theory. Psychology Press. https://doi.org/10.4324/9780203803509
Hofmann, S. G., Asnaani, A., Vonk, I. J., Sawyer, A. T., & Fang, A. (2012). The efficacy of cognitive behavioral therapy: A review of meta-analyses. Cognitive therapy and research, 36(5), 427-440. http://dx.doi.org/10.1007/s10608-013-9595-3
Kanter, J. W., Puspitasari, A. J., Santos, M. M., & Nagy, G. A. (2012). Behavioural activation: history, evidence and promise. The British Journal of Psychiatry, 200(5), 361-363. https://doi.org/10.1192/bjp.bp.111.103390
Kennerley, H., Kirk, J., & Westbrook, D. (2016). An introduction to cognitive behaviour therapy: Skills and applications. Sage.
Kolubinski, D. C., Frings, D., Nikčević, A. V., Lawrence, J. A., & Spada, M. M. (2018). A systematic review and meta-analysis of CBT interventions based on the Fennell model of low self-esteem. Psychiatry research, 267, 296-305. https://doi.org/10.1016/j.psychres.2018.06.025
Kramer, G. P., Bernstein, D. A., & Phares, V. (2019). Introduction to clinical psychology. Cambridge University Press. https://doi.org/10.1017/9781108593823.019
Linehan, M. (2014). DBT? Skills training manual. Guilford Publications. https://doi.org/10.1097/nmd.0000000000000387
Marks, I. M. (2002). The maturing of therapy: some brief psychotherapies help anxiety/depressive disorders but mechanisms of action are unclear. The British Journal of Psychiatry, 180(3), 200-204. https://doi.org/10.1192/bjp.180.3.200
Martino, G., Langher, V., Cazzato, V., & Vicario, C. M. (2019). Psychological factors as determinants of medical conditions. Frontiers in psychology, 10, 2502. https://doi.org/10.3389/fpsyg.2019.02502
Merlo, E. M. (2019). Opinion Article: The role of psychological features in chronic diseases, advancements and perspectives. Mediterranean Journal of Clinical Psychology, 7(3). https://doi.org/10.6092/2282-1619/2019.7.2341
Merlo, E. M., Stoian, A. P., Motofei, I. G., & Settineri, S. (2021). The Role of Suppression and the Maintenance of Euthymia in the Clinical Settings. Frontiers in Psychology, 12, 1534. https://doi.org/10.3389/fpsyg.2021.677811
Morton, L., Roach, L., Reid, H., & Stewart, S. H. (2012). An evaluation of a CBT group for women with low self-esteem. Behavioural and cognitive psychotherapy, 40(2), 221-225. https://doi.org/10.1017/s1352465811000294
Padesky, C. A. (1990). Presenting the cognitive model to clients. Cognitive Therapy Newsletter International, 6, 13-14.
Pavlov, I. P., & Gantt, W. H. (1941). Conditioned reflexes and psychiatry (Vol. 2). New York: International Publishers.
Pinquart, M., Oslejsek, B., & Teubert, D. (2016). Efficacy of systemic therapy on adults with mental disorders: A meta-analysis. Psychotherapy Research, 26(2), 241-257. https://doi.org/10.1080/10503307.2014.935830
Retzlaff, R., von Sydow, K., Beher, S., Haun, M. W., & Schweitzer, J. (2013). The efficacy of systemic therapy for internalizing and other disorders of childhood and adolescence: A systematic review of 38 randomized trials. Family Process, 52(4), 619-652. https://doi.org/10.1111/famp.12041
Schneider, K. J., Pierson, J. F., & Bugental, J. F. (Eds.). (2014). The handbook of humanistic psychology: Theory, research, and practice. Sage Publications. https://doi.org/10.4135/9781483387864
Shedler, J. (2010). The efficacy of psychodynamic psychotherapy. American psychologist, 65(2), 98-109. https://doi.org/10.1037/a0018378
Taylor, T. L., & Montgomery, P. (2007). Can cognitive-behavioral therapy increase self-esteem among depressed adolescents? A systematic review. Children and Youth Services Review, 29(7), 823-839. https://doi.org/10.1016/j.childyouth.2007.01.010
Vander Weg, M., & Suls, J. (2014). A history of clinical psychology in medical settings. In Handbook of clinical psychology in medical settings (pp. 19-38). Springer, New York, NY. https://doi.org/10.1007/978-0-387-09817-3_2
Von Sydow, K., Beher, S., Schweitzer, J., & Retzlaff, R. (2010). The efficacy of systemic therapy with adult patients: A meta‐content analysis of 38 randomized controlled trials. Family process, 49(4), 457-485. https://doi.org/10.1111/j.1545-5300.2010.01334.x
Von Sydow, K., Retzlaff, R., Beher, S., Haun, M. W., & Schweitzer, J. (2013). The efficacy of systemic therapy for childhood and adolescent externalizing disorders: A systematic review of 47 RCT. Family process, 52(4), 576-618. https://doi.org/10.1111/famp.12047
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