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Solberg Kleiven G, Hjeltnes A, Brattland H, Moltu C. Moments of change: Clients' immediate experiences when sharing emotions in psychotherapy. Psychother Res 2024; 34:872-884. [PMID: 37748195 DOI: 10.1080/10503307.2023.2260938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 08/31/2023] [Accepted: 09/08/2023] [Indexed: 09/27/2023] Open
Abstract
OBJECTIVE In-session processing of emotions is important in facilitating psychotherapeutic change. This study explores how clients in active treatment experience inner changes when sharing emotions in psychotherapy sessions. The aim was to retrieve in-depth knowledge about clients' moment-by-moment experiences of change in a naturalistic psychotherapy context. METHOD Two psychotherapy sessions (session 3 or 4 and session 7 or 8) were videotaped and immediately followed by semi-structured interviews with clients (n = 11) in the format of Interpersonal Process Recall (IPR). Interviews were analysed using thematic analysis. RESULTS Four themes resulted from analysis: (1) reaching a new clarity about inner struggles; (2) a shift in how I approach and experience my feelings; (3) grieving losses and gaining a more positive understanding of myself; (4) feeling relief and liberation when allowing difficult emotions. CONCLUSION The resulting themes took into account the importance of the felt quality of change experiences within sessions, which appears to be important in making micro-processes of change salient. Across themes, we found accounts of shifts in awareness and self-compassion, which we discuss as micro-outcomes that clients can ideally be guided to dwell with.
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Affiliation(s)
| | - Aslak Hjeltnes
- Department of Clinical Psychology, University of Bergen, Bergen, Norway
| | - Heidi Brattland
- Nidelv Mental Health Center, St.Olavs University Hospital, Trondheim, Norway
| | - Christian Moltu
- Department of Psychiatry, District General Hospital of Førde, Førde, Norway
- Department of Health and Caring Sciences, Western Norway University of Applied Science, Førde, Norway
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Laricheva M, Liu Y, Shi E, Wu A. Scoping review on natural language processing applications in counselling and psychotherapy. Br J Psychol 2024. [PMID: 39095975 DOI: 10.1111/bjop.12721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 07/03/2024] [Indexed: 08/04/2024]
Abstract
Recent years have witnessed some rapid and tremendous progress in natural language processing (NLP) techniques that are used to analyse text data. This study endeavours to offer an up-to-date review of NLP applications by examining their use in counselling and psychotherapy from 1990 to 2021. The purpose of this scoping review is to identify trends, advancements, challenges and limitations of these applications. Among the 41 papers included in this review, 4 primary study purposes were identified: (1) developing automated coding; (2) predicting outcomes; (3) monitoring counselling sessions; and (4) investigating language patterns. Our findings showed a growing trend in the number of papers utilizing advanced machine learning methods, particularly neural networks. Unfortunately, only a third of the articles addressed the issues of bias and generalizability. Our findings provided a timely systematic update, shedding light on concerns related to bias, generalizability and validity in the context of NLP applications in counselling and psychotherapy.
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Affiliation(s)
- Maria Laricheva
- Educational and Counselling Psychology, and Special Education, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Yan Liu
- Psychology, Carleton University, Ottawa, Ontario, Canada
| | - Edward Shi
- Arts, Business and Law, Victoria University Melbourne, Melbourne, Victoria, Australia
| | - Amery Wu
- Educational and Counselling Psychology, and Special Education, The University of British Columbia, Vancouver, British Columbia, Canada
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Ko CH, Lu YC, Lee CH, Liao YC. The influence of adverse childhood experiences and depression on addiction severity among methamphetamine users: exploring the role of perseveration. Front Psychiatry 2024; 15:1382646. [PMID: 38807693 PMCID: PMC11130423 DOI: 10.3389/fpsyt.2024.1382646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 04/25/2024] [Indexed: 05/30/2024] Open
Abstract
Aims This investigation aimed to clarify the intricate relationship among depression, cognitive function, adverse childhood experiences (ACEs), and their combined influence on methamphetamine use disorder (MUD). Methods Utilizing a battery of psychological tests, this study ascertained the impact of ACEs on the condition of 76 people with MUD who meet the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) criteria, aged 42.17 on average. The Iowa Gambling Task (IGT), Conners' Continuous Performance-II (CPT-II), the self-report Severity of Dependence Scale (SDS), and the Beck Depression Inventory-II (BDI-II) were used for these evaluations. Individuals involved in the study were categorized into two discrete cohorts, mild (ME) and severe (SE), based on the extent of their ACEs exposure. This study employed the PROCESS regression, the independent t-test andχ2 tests for the analysis. Results The findings revealed notable discrepancies in the psychological consequences between the two groups with different degrees of ACEs; however, no substantial differences were observed in the demographic parameters. The SE group exhibited elevated BDI-II scores, more evident indications of MUD, and a higher degree of CPT-II cognitive perseveration. The PROCESS model revealed that cognitive perseveration moderated the impact of depression on ACEs and subjective MUD severity, explaining 20.2% of the variance. The ACEs and depression predicted 28.6% of the variance in MUD symptoms. However, no statistically significant differences were detected between the two groups regarding the parameters in the IGT-2 assessment. Conclusions These results indicate that the interaction between cognitive and depressive factors mediates the effect of ACEs on subjective MUD severity but not on MUD symptoms. The ACEs significant impact on mental health severity perception is explained by cognitive and depressive factors. This implies that MUD treatment and rehabilitation should address cognitive dysfunction and developmental trauma.
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Affiliation(s)
- Cheng-Hung Ko
- Department of Addiction and Forensic Psychiatry, Jianan Psychiatric Center, Ministry of Health and Welfare (MOHW), Tainan, Taiwan
| | - Yung-Chin Lu
- Department of Clinical Psychology, Jianan Psychiatric Center, Ministry of Health and Welfare, Tainan, Taiwan
| | - Chun-Hung Lee
- Department of Addiction and Forensic Psychiatry, Jianan Psychiatric Center, Ministry of Health and Welfare (MOHW), Tainan, Taiwan
- Department of Addiction Psychiatry, Taoyuan Psychiatric Center, Ministry of Health and Welfare, Taoyuan, Taiwan
| | - Yu-Chi Liao
- Department of Psychology, College of Medical and Health Science, Asia University, Taichung, Taiwan
- Center for Prevention and Treatment of Internet Addiction, Asia University, Taichung, Taiwan
- Clinical Psychology Center, Asia University Hospital, Taichung, Taiwan
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Begemann S, Willutzki U, Lutz G. Perception, experience and use of moments of change - a qualitative investigation. ZEITSCHRIFT FUR PSYCHOSOMATISCHE MEDIZIN UND PSYCHOTHERAPIE 2023; 69:331-344. [PMID: 37830881 DOI: 10.13109/zptm.2023.69.oa5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/14/2023]
Abstract
Objectives: In psychotherapeutic change processes, in addition to gradual changes, specific single special moments are described as a starting point for change. We investigated the perception of these moments of change (CMs) from the patient's perspective: What does each patient perceive and experience in a CM? Methods: A qualitative, explorative study of CMs was conducted by means of semi-structured questionnaires as well as qualitative interviews with patients (n = 12). Grounded theory was used for the analysis. Results: CMs were noticed by an "explicit mode of perception" based on physical, emotional and cognitive aspects. In addition, we found a "transcending mode of experience" that involved changes in consciousness and self-experience. CMs showed a "specific transformative pattern" and were preserved as "experience anchors". Conclusions: The intensification of consciousness, transformation of self-experience, and intense prototypical experience of a change process appeared particularly impressive. With the help of CMs, access could be gained to an embodied and implicit experience, which could subsequently be symbolised and used as an "experience anchor". This could be useful especially for the treatment of psychosomatic patients.
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Affiliation(s)
- Simone Begemann
- Abteilung für Psychosomatische Medizin und Psychotherapie Gemeinschaftskrankenhaus Herdecke Gerhard-Kienle-Weg 4 D-58313 Herdecke Deutschland
| | - Ulrike Willutzki
- Department of Clinical Psychology and Psychotherapy I, Faculty of Health, University of Witten/Herdecke Deutschland
| | - Gabriele Lutz
- Abteilung für Psychosomatische Medizin und Psychotherapie Gemeinschaftskrankenhaus Herdecke Gerhard-Kienle-Weg 4 D-58313 Herdecke Deutschland
- Department of Psychosomatic Medicine and Psychotherapy, Faculty of Health, University ofWitten/Herdecke, Germany Deutschland
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Chourdaki E, Catty J, Della Rosa E. Creating distance from adolescents’ anger: psychotherapists’ responses to conversational trouble in Short Term Psychoanalytic Psychotherapy. JOURNAL OF CHILD PSYCHOTHERAPY 2023. [DOI: 10.1080/0075417x.2023.2167102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
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Igra L, Sened H, Lavi-Rotenberg A, Pijnenborg M, Lysaker PH, Hasson-Ohayon I. Emotional experience and metacognition among people with schizophrenia: Analysis of session by session and outcome of metacognitive-oriented psychotherapy. J Psychiatr Res 2022; 156:460-466. [PMID: 36335836 DOI: 10.1016/j.jpsychires.2022.10.048] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 09/18/2022] [Accepted: 10/17/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Research suggests that in-session emotional experiences in psychotherapy promote both session and treatment outcomes across different clinical samples and treatment approaches. However, little is known about how this notion applies to clients with schizophrenia, who experience particular deficits related to emotional experience. To explore this question, we investigated the association between clients' emotional experience and their session outcome evaluations and metacognitive growth in a metacognitively-oriented treatment, Metacognitive Reflection and Insight Therapy (MERIT). MERIT is a recovery-oriented treatment approach for psychosis that focuses on recapturing a coherent sense of self and personal agency by enhancing metacognitive capacity. METHOD Five-hundred-and-sixty-three sessions of 37 clients with schizophrenia who took part in an ongoing MERIT trial were analyzed. The Emotional Experience Self-Report (EE-SR) and Outcome Rating Scale (ORS) were collected on a session-by-session basis. Levels of metacognition ware assessed pre- and post-treatment using the Metacognitive Assessment Scale-Abbreviated (MAS-A) coding system. We used multilevel modeling to test our session-level predictions, and linear regression analysis for treatment-level predictions. RESULTS Greater emotional experience, expression, and regulation within a session were associated with better session outcome. Regarding treatment level, greater emotional experience was associated with improvement in metacognitive mastery. CONCLUSIONS Our findings reveal that experiencing emotions in MERIT has significant implications for clients' subjective well-being during therapy sessions and for their ability to respond to psychological challenges using metacognitive knowledge. These findings lend weight to the idea that emotional experience is a key mechanism of change in metacognitive therapy for schizophrenia.
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Affiliation(s)
- Libby Igra
- Department of Psychology, Bar-Ilan University, Ramat Gan, Israel.
| | - Haran Sened
- Department of Psychology, University of Haifa, Haifa, Israel
| | | | - Marieke Pijnenborg
- Department of Clinical Psychology and Experimental Psychopathology, University of Groningen, the Netherlands
| | - Paul H Lysaker
- Department of Psychiatry, Richard L. Roudebush VA Medical Center, Indianapolis, IN, USA; Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
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Steinert LM, Gries S, Kästner D, Wulf S, Molitor A, Gumz A. Die Sprache der Psychotherapeut*innen. PSYCHOTHERAPEUT 2022. [DOI: 10.1007/s00278-022-00570-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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8
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Hilzinger R, Duarte J, Hench B, Hunger C, Schweitzer J, Krause M, Fischersworring M. Recognizing oneself in the encounter with others: Meaningful moments in systemic therapy for social anxiety disorder in the eyes of patients and their therapists after the end of therapy. PLoS One 2021; 16:e0250094. [PMID: 33974658 PMCID: PMC8112648 DOI: 10.1371/journal.pone.0250094] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 03/30/2021] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE The objective of this study is to characterize and describe meaningful moments in the context of systemic psychotherapy, from the point of view of patients and their therapists, after the end of therapy. The therapy studied is a manualized, monitored systemic therapy for social anxiety disorder. METHOD Semi-structured follow-up interviews were conducted separately with five patients and their therapists (N = 10). Methodological triangulation was used: Grounded theory was used to code the transcripts as described by Charmaz. Then the passages of the selected code "meaningful moment" were evaluated using thematic comparison, in line with Meuser & Nagel. FINDINGS Three categories involving meaningful moments were identified: (1) meeting other patients in group therapy session, (2) therapeutic resource orientation and (3) recognizing oneself in a diagnosis or pattern of behaviour. These categories emerged as contexts related to the occurrence of meaningful moments from a subjective perspective. DISCUSSION Meaningful moments seem to be consistently related to the therapist input and to specific interventions or settings, both from the perspective of the patients and the therapists. Two tandems each described a coincident moment. One central aspect of all 14 moments is that the patients and therapists described patients being able to acquire another outlook on themselves.
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Affiliation(s)
- Rebecca Hilzinger
- Institute of Medical Psychology, Heidelberg University Hospital, Heidelberg, Germany
| | - Javiera Duarte
- Center of Studies in Clinical Psychology and Psychotherapy, Universidad Diego Portales, Santiago, Chile
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
| | - Barbara Hench
- Institute of Medical Psychology, Heidelberg University Hospital, Heidelberg, Germany
| | - Christina Hunger
- Institute of Medical Psychology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jochen Schweitzer
- Institute of Medical Psychology, Heidelberg University Hospital, Heidelberg, Germany
| | - Mariane Krause
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
- Faculty of Social Science -School of Psychology, Pontifical Catholic University of Chile, Santiago, Chile
| | - Martina Fischersworring
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
- Faculty of Medicine- Postgraduate School, University of Chile, Santiago, Chile
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Alanne C, Heinonen E, Knekt P, Rissanen J, Virtala E, Lindfors O. Predicting improvement of work ability in modalities of short- and long-term psychotherapy: The differential impact of reflective ability and other aspects of patient suitability. J Clin Psychol 2021; 77:1905-1920. [PMID: 33638220 DOI: 10.1002/jclp.23128] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 01/27/2021] [Accepted: 02/11/2021] [Indexed: 11/11/2022]
Abstract
OBJECTIVES We investigated how patients' psychological capacities to engage in psychotherapy predict changes in work ability in short- and long-term psychotherapy. METHODS A cohort study of 326 patients, aged 20-46 years and suffering from mood and anxiety disorders, treated by short-term solution-focused, short-term psychodynamic, or long-term psychodynamic psychotherapy, followed-up for 5 years. The Suitability for Psychotherapy Scale, assessed at baseline, was the predictor. Outcomes were assessed at baseline and at six follow-up occasions using the Work Ability Index as the primary indicator. RESULTS Patients with good pretreatment psychological suitability for psychotherapy, good reflective ability in particular, improved more than patients with poor suitability in short-term psychodynamic psychotherapy. Comparisons between therapy groups showed poorer suitability to predict more improvement in solution-focused and in long-term psychodynamic psychotherapy than in short-term psychodynamic psychotherapy. CONCLUSION Patients' psychological suitability for psychotherapy has a different impact on work ability in different therapy modalities and durations.
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Affiliation(s)
- Carita Alanne
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Erkki Heinonen
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.,Department of Psychology, University of Oslo, Oslo, Norway
| | - Paul Knekt
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Julius Rissanen
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Esa Virtala
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Olavi Lindfors
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
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10
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Jennings AN, Soder HE, Wardle MC, Schmitz JM, Vujanovic AA. Objective analysis of language use in cognitive-behavioral therapy: associations with symptom change in adults with co-occurring substance use disorders and posttraumatic stress. Cogn Behav Ther 2020; 50:89-103. [PMID: 33021143 DOI: 10.1080/16506073.2020.1819865] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Substance use disorders (SUD) commonly co-occur with posttraumatic stress disorder (PTSD) symptoms, and the comorbidity is prevalent and difficult-to-treat. Few studies have objectively analyzed language use in psychotherapy as a predictor of treatment outcomes. We conducted a secondary analysis of patient language use during cognitive-behavioral therapy (CBT) in a randomized clinical trial, comparing a novel, integrated CBT for PTSD/SUD with standard CBT for SUD. Participants included 37 treatment-seeking, predominantly African-American adults with SUD and at least four symptoms of PTSD. We analyzed transcripts of a single, matched session across both treatment conditions, using the Linguistic Inquiry and Word Count (LIWC) program. The program measures language use across multiple categories. Compared to standard CBT for SUD, patients in the novel, integrated CBT for PTSD/SUD used more negative emotion words, partially consistent with our hypothesis, but less positive emotion words. Further, exploratory analyses indicated an association between usage of cognitive processing words and clinician-observed reduction in PTSD symptoms, regardless of treatment condition. Our results suggest that language use during therapy may provide a window into mechanisms active in therapy.
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Affiliation(s)
- Anthony N Jennings
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center , Houston, TX, USA
| | - Heather E Soder
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center , Houston, TX, USA
| | - Margaret C Wardle
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center , Houston, TX, USA.,Department of Psychology, University of Illinois at Chicago , Chicago, IL, USA
| | - Joy M Schmitz
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center , Houston, TX, USA
| | - Anka A Vujanovic
- Department of Psychology, University of Houston , Houston, TX, USA
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Locher C, Mansour R, Koechlin H, Büchi S. Patient-appraised beneficial moments during inpatient psychiatric treatment. BMC Health Serv Res 2020; 20:734. [PMID: 32778097 PMCID: PMC7418414 DOI: 10.1186/s12913-020-05617-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 08/02/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Psychiatric inpatients receive a multidisciplinary treatment approach, covering psychiatry, nursing, occupational therapy, and psychology. Research findings reveal that the effectiveness of any treatment is associated with three types of factors: specific (e.g., treatment techniques), common (e.g., clinician-patient relationship, patients' expectations) and extra-therapeutic. However, there is little published research on the factors and events which inpatients themselves consider to be beneficial ('beneficial moments'). METHODS Inpatients (N = 107) of a psychiatric clinic completed a questionnaire to elicit their appraisal of beneficial moments. A qualitative content analysis was applied. The coding procedure was conducted independently by two authors. RESULTS Self-appraised beneficial moments were found in five areas: therapy-specific components (number of quotations, N = 204), positive relationships (N = 140), clinical setting and environment (N = 52), inpatients' new insights (N = 36), and factors unrelated to either therapy or the clinic (N = 30). In total, 44% of the quotations were related to specific factors, 49% to common factors, and 7% to extra-therapeutic factors. CONCLUSIONS Inpatients judge both specific and common factors as crucial for the therapeutic benefit they gain during their stay at the clinic. Our results differ from meta-analytical findings, where the impact of specific factors on symptom improvement has shown to be much smaller (i.e., 17%) than appraised by patients in our study (i.e., 44%). Our study underlines the importance of a patient-centred care approach as well as shared decision making and patient-clinician communication. For clinical practice, knowledge of inpatients' perspectives on beneficial moments is crucial in order to reinforce precisely these therapeutic components.
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Affiliation(s)
- Cosima Locher
- School of Psychology, Plymouth University, Plymouth, UK. .,Clinic for Psychotherapy and Psychosomatics "Hohenegg", Meilen, Switzerland. .,Division of Clinical Psychology and Psychotherapy, Department of Psychology, University of Basel, Basel, Switzerland. .,Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.
| | - Ramin Mansour
- Clinic for Psychotherapy and Psychosomatics "Hohenegg", Meilen, Switzerland
| | - Helen Koechlin
- Division of Clinical Psychology and Psychotherapy, Department of Psychology, University of Basel, Basel, Switzerland.,Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Stefan Büchi
- Clinic for Psychotherapy and Psychosomatics "Hohenegg", Meilen, Switzerland
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Cognitive mediators of the relationship between adverse childhood experiences and adult psychopathology: A systematic review. Dev Psychopathol 2019; 32:1017-1029. [DOI: 10.1017/s0954579419001317] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
AbstractThis is the first review to rigorously examine the mediating role of cognitive factors in the relationship between childhood trauma and subsequent adult psychopathology, and highlight areas for future research. A database search (Child Development & Adolescent Studies, ERIC, Global Health, PsycARTICLES, and PsycINFO) was conducted to identify empirical studies on cognitive factors, explaining the relationship between different types of adverse childhood experiences and adult psychopathology across clinical and nonclinical populations. A narrative synthesis and appraisal of the methodological quality of the studies was conducted. Ninety-eight mediation studies were identified, comprising 4,137 clinical and 28,228 nonclinical participants. Despite great variation in methodological quality of the studies, our narrative synthesis suggests that cognitive factors mediate the relationship between early trauma and later psychopathology. This finding is consistent across different measures of traumatic experiences, psychopathology, and cognitive mediators. Cognitive mediators represent potentially valuable intervention targets for (non)clinical patients who have experienced childhood adversity. Future studies are needed to (a) establish longitudinal causal connections, and (b) assess the effect of interventions that specifically target cognitive change in patients with different levels and types of pathology.
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Smink WAC, Fox JP, Tjong Kim Sang E, Sools AM, Westerhof GJ, Veldkamp BP. Understanding Therapeutic Change Process Research Through Multilevel Modeling and Text Mining. Front Psychol 2019; 10:1186. [PMID: 31191394 PMCID: PMC6548879 DOI: 10.3389/fpsyg.2019.01186] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 05/06/2019] [Indexed: 12/04/2022] Open
Abstract
Online interventions hold great potential for Therapeutic Change Process Research (TCPR), a field that aims to relate in-therapeutic change processes to the outcomes of interventions. Online a client is treated essentially through the language their counsellor uses, therefore the verbal interaction contains many important ingredients that bring about change. TCPR faces two challenges: how to derive meaningful change processes from texts, and secondly, how to assess these complex, varied, and multi-layered processes? We advocate the use text mining and multi-level models (MLMs): the former offers tools and methods to discovers patterns in texts; the latter can analyse these change processes as outcomes that vary at multiple levels. We (re-)used the data from Lamers et al. (2015) because it includes outcomes and the complete online intervention for clients with mild depressive symptoms. We used text mining to obtain basic text-variables from e-mails, that we analyzed through MLMs. We found that we could relate outcomes of interventions to variables containing text-information. We conclude that we can indeed bridge text mining and MLMs for TCPR as it was possible to relate text-information (obtained through text mining) to multi-leveled TCPR outcomes (using a MLM). Text mining can be helpful to obtain change processes, which is also the main challenge for TCPR. We showed how MLMs and text mining can be combined, but our proposition leaves open how to obtain the most relevant textual operationalization of TCPR concepts. That requires interdisciplinary collaboration and discussion. The future does look bright: based on our proof-of-concept study we conclude that MLMs and text mining can indeed advance TCPR.
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Affiliation(s)
- Wouter A. C. Smink
- Psychology, Health & Technology, University of Twente, Enschede, Netherlands
- Research Methodology, Measurement & Data Analysis, University of Twente, Enschede, Netherlands
| | - Jean-Paul Fox
- Research Methodology, Measurement & Data Analysis, University of Twente, Enschede, Netherlands
| | | | - Anneke M. Sools
- Psychology, Health & Technology, University of Twente, Enschede, Netherlands
| | - Gerben J. Westerhof
- Psychology, Health & Technology, University of Twente, Enschede, Netherlands
| | - Bernard P. Veldkamp
- Research Methodology, Measurement & Data Analysis, University of Twente, Enschede, Netherlands
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Hegarty BD, Marceau EM, Gusset M, Grenyer BFS. Early treatment response in psychotherapy for depression and personality disorder: links with core conflictual relationship themes. Psychother Res 2019; 30:112-123. [PMID: 31018824 DOI: 10.1080/10503307.2019.1609114] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Objective: Depressed personality disorder patients showing an early rapid response (or sudden gain) in psychotherapy have better outcomes. Early responders are five times more likely to recover, despite equivalent ratings of working alliance. We explored core conflictual relationship themes (CCRTs) of early responders compared to others to further elucidate process-outcome links. Method: Patients (N = 20) with diagnosed major depression and personality disorder received 16 weeks of psychodynamic therapy. Early response was defined as a 50% reduction in Beck Depression Inventory symptoms during the first six sessions. Transcripts of therapy session three for early responders (n = 10) and others (n = 10) were analyzed using the CCRT Leipzig/Ulm method, identifying 728 components scored by two independent judges. Results: Relationship narratives showed CCRT-wish satisfaction was lower for those not having an early response, for both CCRT "Response of Other" and "Response of Self" components. These patients told narratives of others as more unreliable, aggressive, and less supportive, with less feelings of being loved and a lower experience of being self-determined. Conclusions: Specific negative relationship patterns may inhibit the ability to benefit from both therapy and extra-therapy relationships, contributing to a slower treatment response.
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Affiliation(s)
- Bronwyn D Hegarty
- School of Psychology and Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong NSW, Australia
| | - Ely M Marceau
- School of Psychology and Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong NSW, Australia
| | - Monique Gusset
- School of Psychology and Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong NSW, Australia
| | - Brin F S Grenyer
- School of Psychology and Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong NSW, Australia
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15
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Self-Awareness, Verbalization and New Meanings as the Heart and Soul of Significant Events in Existential Psychotherapy. JOURNAL OF CONTEMPORARY PSYCHOTHERAPY 2018. [DOI: 10.1007/s10879-018-9410-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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