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Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway
BACKGROUND: The complexity of psychopathology is evident from its multifactorial etiology and diversity of symptom profiles and hampers effective treatment. In psychotherapy, therapists approach this complexity by using case conceptualization. During this process, patients and therapists closely col...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7682008/ https://www.ncbi.nlm.nih.gov/pubmed/33222699 http://dx.doi.org/10.1186/s12916-020-01818-0 |
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author | von Klipstein, Lino Riese, Harriëtte van der Veen, Date C. Servaas, Michelle N. Schoevers, Robert A. |
author_facet | von Klipstein, Lino Riese, Harriëtte van der Veen, Date C. Servaas, Michelle N. Schoevers, Robert A. |
author_sort | von Klipstein, Lino |
collection | PubMed |
description | BACKGROUND: The complexity of psychopathology is evident from its multifactorial etiology and diversity of symptom profiles and hampers effective treatment. In psychotherapy, therapists approach this complexity by using case conceptualization. During this process, patients and therapists closely collaborate on a personalized working theory of the patient’s psychopathology. This is a challenging process and shows low reliability between therapists. With the experience sampling method (ESM), time-series data—valuable for case conceptualization—can be systematically gathered in a patient’s normal daily life. These data can be analyzed and visualized in person-specific networks (PSNs). PSNs may support case conceptualization by providing a schematic representation of association patterns between affective, cognitive, behavioral, and context variables. MAIN TEXT: We adopt a clinical perspective in considering how PSNs might be implemented to serve case conceptualization and what their role could be in psychotherapy. We suggest PSNs to be based on personalized ESM assessment to capture the unique constellation of variables in each patient. We reflect on the lack of a gold standard for creating PSNs, which may result in substantially different PSNs and thereby disparate information for case conceptualization. Moreover, even if PSNs are created in a consistent manner, results remain ambiguous as they are subject to multiple interpretations. Therefore, associations in PSNs do not allow for firm conclusions about a patient’s psychopathology, but they may nevertheless be valuable in the process of case conceptualization. PSNs are based on systematically gathered, ecologically valid ESM data and provide a unique personalized perspective. When used responsibly, PSNs may be able to support case conceptualization by generating questions that serve as a starting point for a dialog between therapists and patients. Well-targeted questions are an essential tool for therapists to gain insight into the patients’ psychopathology patterns and improve the quality of case conceptualization. CONCLUSIONS: PSNs have limitations in terms of the reliability of the insights they provide directly. However, taking these challenges into account, we believe they have potential as a tool to help therapists and patients in their collaborative exploration of a patient’s psychopathology. Clearly, this would need to be validated in future clinical research. |
format | Online Article Text |
id | pubmed-7682008 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-76820082020-11-23 Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway von Klipstein, Lino Riese, Harriëtte van der Veen, Date C. Servaas, Michelle N. Schoevers, Robert A. BMC Med Opinion BACKGROUND: The complexity of psychopathology is evident from its multifactorial etiology and diversity of symptom profiles and hampers effective treatment. In psychotherapy, therapists approach this complexity by using case conceptualization. During this process, patients and therapists closely collaborate on a personalized working theory of the patient’s psychopathology. This is a challenging process and shows low reliability between therapists. With the experience sampling method (ESM), time-series data—valuable for case conceptualization—can be systematically gathered in a patient’s normal daily life. These data can be analyzed and visualized in person-specific networks (PSNs). PSNs may support case conceptualization by providing a schematic representation of association patterns between affective, cognitive, behavioral, and context variables. MAIN TEXT: We adopt a clinical perspective in considering how PSNs might be implemented to serve case conceptualization and what their role could be in psychotherapy. We suggest PSNs to be based on personalized ESM assessment to capture the unique constellation of variables in each patient. We reflect on the lack of a gold standard for creating PSNs, which may result in substantially different PSNs and thereby disparate information for case conceptualization. Moreover, even if PSNs are created in a consistent manner, results remain ambiguous as they are subject to multiple interpretations. Therefore, associations in PSNs do not allow for firm conclusions about a patient’s psychopathology, but they may nevertheless be valuable in the process of case conceptualization. PSNs are based on systematically gathered, ecologically valid ESM data and provide a unique personalized perspective. When used responsibly, PSNs may be able to support case conceptualization by generating questions that serve as a starting point for a dialog between therapists and patients. Well-targeted questions are an essential tool for therapists to gain insight into the patients’ psychopathology patterns and improve the quality of case conceptualization. CONCLUSIONS: PSNs have limitations in terms of the reliability of the insights they provide directly. However, taking these challenges into account, we believe they have potential as a tool to help therapists and patients in their collaborative exploration of a patient’s psychopathology. Clearly, this would need to be validated in future clinical research. BioMed Central 2020-11-23 /pmc/articles/PMC7682008/ /pubmed/33222699 http://dx.doi.org/10.1186/s12916-020-01818-0 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Opinion von Klipstein, Lino Riese, Harriëtte van der Veen, Date C. Servaas, Michelle N. Schoevers, Robert A. Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway |
title | Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway |
title_full | Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway |
title_fullStr | Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway |
title_full_unstemmed | Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway |
title_short | Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway |
title_sort | using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway |
topic | Opinion |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7682008/ https://www.ncbi.nlm.nih.gov/pubmed/33222699 http://dx.doi.org/10.1186/s12916-020-01818-0 |
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