1
|
Kanczok J, Jauch-Chara K, Müller FJ. Imagery rescripting and cognitive restructuring for inpatients with moderate and severe depression - a controlled pilot study. BMC Psychiatry 2024; 24:194. [PMID: 38459520 PMCID: PMC10921678 DOI: 10.1186/s12888-024-05637-y] [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: 08/17/2023] [Accepted: 02/26/2024] [Indexed: 03/10/2024] Open
Abstract
BACKGROUND This controlled pilot study investigates the effect of the combined use of cognitive restructuring (CR) and imagery rescripting (IR) compared to treatment as usual among inpatients with moderate and severe depression. Alongside expert ratings and self-report tools, fitness wristbands were used as an assessment tool. METHODS In addition to the standard inpatient care (SIC) program, 33 inpatients with moderate and severe depression were randomly assigned to an intervention group (two sessions of IR and CR) or an active treatment-as-usual (TAU) control group (two sessions of problem-solving and build-up of positive activity). Depression severity was assessed by the Hamilton Depression Rating Scale-21 (HDRS-21), the Beck Depression Inventory-II (BDI-II), and as a diagnostic adjunct daily step count via the Fitbit Charge 3™. We applied for analyses of HDRS-21 and BDI-II, 2 × 2 repeated-measures analysis of variance (ANOVA), and an asymptotic Wilcoxon test for step count. RESULTS The main effect of time on both treatments was η2 = .402. Based on the data from the HDRS-21, patients in the intervention group achieved significantly greater improvements over time than the TAU group (η2 = .34). The BDI-II data did not demonstrate a significant interaction effect by group (η2 = .067). The daily hourly step count for participants of the intervention group was significantly higher (r = .67) than the step count for the control group. CONCLUSIONS The findings support the utilization of imagery-based interventions for treating depression. They also provide insights into using fitness trackers as psychopathological assessment tools for depressed patients. TRIAL REGISTRATION The trial is registered at the German Clinical Trials Register (Deutsches Register Klinischer Studien) under the registration number: DRKS00030809.
Collapse
Affiliation(s)
- Jabin Kanczok
- Department of Psychiatry and Psychotherapy, University Hospital Schleswig-Holstein, Christian-Albrechts University, Kiel, Germany.
| | - Kamila Jauch-Chara
- Department of Psychiatry and Psychotherapy, University Hospital Schleswig-Holstein, Christian-Albrechts University, Kiel, Germany
| | - Franz-Josef Müller
- Department of Psychiatry and Psychotherapy, University Hospital Schleswig-Holstein, Christian-Albrechts University, Kiel, Germany
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany
| |
Collapse
|
2
|
Timmons AC, Duong JB, Fiallo NS, Lee T, Vo HPQ, Ahle MW, Comer JS, Brewer LC, Frazier SL, Chaspari T. A Call to Action on Assessing and Mitigating Bias in Artificial Intelligence Applications for Mental Health. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2023; 18:1062-1096. [PMID: 36490369 PMCID: PMC10250563 DOI: 10.1177/17456916221134490] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Advances in computer science and data-analytic methods are driving a new era in mental health research and application. Artificial intelligence (AI) technologies hold the potential to enhance the assessment, diagnosis, and treatment of people experiencing mental health problems and to increase the reach and impact of mental health care. However, AI applications will not mitigate mental health disparities if they are built from historical data that reflect underlying social biases and inequities. AI models biased against sensitive classes could reinforce and even perpetuate existing inequities if these models create legacies that differentially impact who is diagnosed and treated, and how effectively. The current article reviews the health-equity implications of applying AI to mental health problems, outlines state-of-the-art methods for assessing and mitigating algorithmic bias, and presents a call to action to guide the development of fair-aware AI in psychological science.
Collapse
Affiliation(s)
- Adela C. Timmons
- University of Texas at Austin Institute for Mental Health Research
- Colliga Apps Corporation
| | | | | | | | | | | | | | - LaPrincess C. Brewer
- Department of Cardiovascular Medicine, May Clinic College of Medicine, Rochester, Minnesota, United States
- Center for Health Equity and Community Engagement Research, Mayo Clinic, Rochester, Minnesota, United States
| | | | | |
Collapse
|
3
|
Bamboulis C. Self-knowledge as self-improvement in Plato’s dialogues and cognitive behavioural therapy. THEORY & PSYCHOLOGY 2023. [DOI: 10.1177/09593543221136103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Some researchers who examine the similarities between philosophy and psychology conclude that engaging in philosophy can improve one’s mental health, instead of, or in addition to, traditional forms of therapy. This article reinforces this by establishing the relationship between self-knowledge as self-improvement in Plato’s dialogues and in cognitive behavioural therapy (CBT). Despite multiple important points of congruence, some authors have rejected the idea that self-knowledge in Plato can be assimilated to self-knowledge in psychotherapy. Here, I argue against this criticism by focusing on three key areas of interest: (a) self-knowledge as improving one’s beliefs via objective (nonsubjective) means, (b) self-knowledge as resulting in objective (nonsubjective) outcomes, and (c) self-knowledge as progress towards the Good. I reinforce the link by demonstrating that CBT uses methods which are equally objective as those of the Platonic dialogues. I then continue by claiming that the outcome of self-knowledge in both is also equally objective. Finally, I explore the nature of their relationship. Instead of arguing that self-knowledge in CBT is a modern version of Platonic self-knowledge, I propose that although not intended to, it functions as a preparatory process for one to be able to participate in Platonic self-knowledge.
Collapse
|
4
|
Treatment Preferences for Pharmacological versus Psychological Interventions among Primary Care Providers in Nepal: Mixed Methods Analysis of a Pilot Cluster Randomized Controlled Trial. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19042149. [PMID: 35206331 PMCID: PMC8871897 DOI: 10.3390/ijerph19042149] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Revised: 02/03/2022] [Accepted: 02/10/2022] [Indexed: 02/04/2023]
Abstract
There is increasing evidence supporting the effectiveness of psychological interventions in low- and middle-income countries. However, primary care providers (PCPs) may prefer treating patients with medication. A secondary exploratory analysis of a pilot cluster randomized controlled trial was conducted to evaluate psychological vs. pharmacological treatment preferences among PCPs. Thirty-four health facilities, including 205 PCPs, participated in the study, with PCPs in 17 facilities assigned to a standard version of the mental health Gap Action Programme (mhGAP) training delivered by mental health specialists. PCPs in the other 17 facilities received mhGAP instruction delivered by specialists and people with lived experience of mental illness (PWLE), using a training strategy entitled Reducing Stigma among HealthcAre ProvidErs (RESHAPE). Pre- and post- intervention attitudes were measured through quantitative and qualitative tools. Qualitative interviews with 49 participants revealed that PCPs in both arms endorsed counseling’s benefits and collaboration within the health system to provide counseling. In the RESHAPE arm, PCPs were more likely to increase endorsement of statements such as “depression improves without medication” (F = 9.83, p < 0.001), “not all people with depression must be treated with antidepressants” (χ2 = 17.62, p < 0.001), and “providing counseling to people who have alcohol abuse problems is effective” (χ2 = 26.20, p < 0.001). These mixed-method secondary findings from a pilot trial suggest that in-person participation of PWLE in training PCPs may not only reduce stigma but also increase PCPs’ support of psychological interventions. This requires further investigation in a full-scale trial.
Collapse
|
5
|
Carter JD, Jordan J, McIntosh VV, Frampton CM, Lacey C, Porter RJ, Mulder RT. Long-term efficacy of metacognitive therapy and cognitive behaviour therapy for depression. Aust N Z J Psychiatry 2022; 56:137-143. [PMID: 34250846 DOI: 10.1177/00048674211025686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To examine the two-year outcomes for depression, anxiety, cognitive and global social functioning after cognitive behavioural therapy (CBT) and metacognitive therapy (MCT) for depression. METHOD Participants were 31 adults with a diagnosis of major depressive disorder in a randomised pilot study comparing MCT and CBT. Therapy modality differences in change in depression and anxiety symptoms, dysfunctional attitudes, metacognitions, rumination, worry and global social functioning were examined at the two-year follow-up for those who completed therapy. RESULTS Significant improvements, with large effect sizes, were evident for all outcome variables. There were no significant differences in outcome between CBT and MCT. The greatest change over time occurred for depression and anxiety. Large changes were evident for metacognitions, rumination, dysfunctional attitudes, worry and global social functioning. Sixty-seven percent had not experienced a major depression and had been well during all of the past year, prior to the follow-up assessment. CONCLUSION The finding at end treatment, of no modality specific differences, was also evident at two-year follow-up. Although CBT and MCT targeted depression, improvements were much wider, and although CBT and MCT take different approaches, both therapies produced positive change over time across all cognitive variables. CBT and MCT provide treatment options, that not only improve the longer-term outcome of depression, but also result in improvements in anxiety, global social functioning and cognitive status.
Collapse
Affiliation(s)
- Janet D Carter
- School Psychology, Speech and Hearing, University of Canterbury, Christchurch, New Zealand
| | - Jennifer Jordan
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | - Virginia Vw McIntosh
- School Psychology, Speech and Hearing, University of Canterbury, Christchurch, New Zealand
| | | | - Cameron Lacey
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | - Richard J Porter
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | - Roger T Mulder
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| |
Collapse
|
6
|
A-Tjak JGL, Morina N, Topper M, Emmelkamp PMG. One year follow-up and mediation in cognitive behavioral therapy and acceptance and commitment therapy for adult depression. BMC Psychiatry 2021; 21:41. [PMID: 33446152 PMCID: PMC7807695 DOI: 10.1186/s12888-020-03020-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 12/22/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Existing therapies for depression are effective, but many patients fail to recover or relapse. To improve care for patients, more research into the effectiveness and working mechanisms of treatments is needed. We examined the long-term efficacy of Cognitive Behavioral Therapy (CBT) and Acceptance and Commitment Therapy (ACT) for Major Depressive Disorder (MDD), testing the hypothesis that CBT outperforms ACT and that both therapies work through their designated mechanisms of change. METHODS We conducted a randomized controlled trial with 82 patients suffering from MDD. Data were collected before, during and after treatment, and at 12-month follow-up, assessing symptoms of depression, quality of life, dysfunctional attitudes, decentering, and experiential avoidance. RESULTS Patients in both conditions reported significant and large reductions of depressive symptoms (d = - 1.26 to - 1.60) and improvement in quality of life (d = 0.91 to - 1.28) 12 months following treatment. Our findings indicated no significant differences between the two interventions. Dysfunctional attitudes and decentering mediated treatment effects of depressive symptoms in both CBT and ACT, whereas experiential avoidance mediated treatment effects in ACT only. CONCLUSIONS Our results indicate that CBT is not more effective in treating depression than ACT. Both treatments seem to work through changes in dysfunctional attitudes and decentering, even though the treatments differ substantially. Change in experiential avoidance as an underlying mechanism seems to be an ACT-specific process. Further research is needed to investigate whether ACT and CBT may work differently for different groups of patients with depression. TRIAL REGISTRATION clinicaltrials.gov; NCT01517503 . Registered 25 January 2012 - Retrospectively registered.
Collapse
Affiliation(s)
| | - Nexhmedin Morina
- Institute of Psychology, University of Münster, Fliednerstr. 21, 48149, Münster, Germany.
| | - Maurice Topper
- grid.491220.c0000 0004 1771 2151GGZ-Noord-Holland-Noord, Stationsplein 138, 1703 WC Heerhugowaard, The Netherlands
| | - Paul M. G. Emmelkamp
- grid.7177.60000000084992262Department of Clinical Psychology, University of Amsterdam, Nieuwe Achtergracht 129 B, 1018 WS Amsterdam, The Netherlands
| |
Collapse
|
7
|
Mira A, Díaz-García A, Castilla D, Campos D, Romero S, Bretón-López J, García-Palacios A, Baños R, Botella C. Protocol for a randomized controlled dismantling study of an internet-based intervention for depressive symptoms: exploring the contribution of behavioral activation and positive psychotherapy strategies. BMC Psychiatry 2019; 19:133. [PMID: 31053067 PMCID: PMC6500058 DOI: 10.1186/s12888-019-2099-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Accepted: 04/03/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND There are evidence-based interventions for depression that include different components. However, the efficacy of their therapeutic components is unknown. Another important issue related to depression interventions is that, up to now, their therapeutic components have only focused on reducing negative symptoms rather than on improving positive affect and well-being. Because the low levels of positive affect are more strongly linked to depression than to other emotional disorders, it is important to include this variable as an important treatment target. Positive psychotherapeutic strategies (PPs) could help in this issue. The results obtained so far are consistent and promising, showing that Internet-based interventions are effective in treating depression. However, most of them are also multi-component, and it is important to make progress in investigating what each component contributes to the intervention. METHODS The current study will be a three-armed, simple-blinded, randomized controlled clinical trial with a dismantling design. 192 participants will be randomly assigned to: a) an Internet-based Global Protocol condition, which includes traditional therapeutic components of evidence-based treatments for depression (Motivation for change, Psychoeducation, Cognitive Therapy, Behavioral Activation (BA), Relapse Prevention) and PPs component, offering strategies to enhance positive mood and promote psychological strengths; b) an Internet-based BA Protocol condition (without the PPs component), and c) an Internet-based PPs Protocol condition (without the BA component). Primary outcome measures will be the BDI-II and PANAS. Secondary outcomes will include other variables such as depression, anxiety and stress, quality of life, resilience, and wellbeing related measures. Treatment acceptance and usability will also be measured. Participants will be assessed at pre-, post-treatment, 3-, 6- and 12- month follow- ups. The data will be analyzed based on the Intention-to-treat principle. Per protocol analyses will also be performed. DISCUSSION To the best of our knowledge, this is the first randomized dismantling intervention study for depression with the aim of exploring the contribution of a PPs component and the BA component in an Internet-based intervention. The three protocols are online interventions, helping to reach many people who need psychological treatments and otherwise would not have access to them. TRIAL REGISTRATION Clinicalstrials.gov as NCT03159715 . Registered 19 May 2017.
Collapse
Affiliation(s)
- Adriana Mira
- Universidad de Zaragoza, Teruel, Spain
- Universitat Jaume I, Castellón, Spain
| | | | - Diana Castilla
- Universidad de Zaragoza, Teruel, Spain
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
| | | | | | - Juana Bretón-López
- Universitat Jaume I, Castellón, Spain
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
| | - Azucena García-Palacios
- Universitat Jaume I, Castellón, Spain
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
| | - Rosa Baños
- Universidad de Valencia, Valencia, Spain
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
| | - Cristina Botella
- Universitat Jaume I, Castellón, Spain
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
| |
Collapse
|
8
|
Schaich A, Heikaus L, Assmann N, Köhne S, Jauch-Chara K, Hüppe M, Wells A, Schweiger U, Klein JP, Fassbinder E. PRO *MDD Study Protocol: Effectiveness of Outpatient Treatment Programs for Major Depressive Disorder: Metacognitive Therapy vs. Behavioral Activation a Single-Center Randomized Clinical Trial. Front Psychiatry 2018; 9:584. [PMID: 30510523 PMCID: PMC6252351 DOI: 10.3389/fpsyt.2018.00584] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 10/24/2018] [Indexed: 01/19/2023] Open
Abstract
Background: Major depressive Disorder (MDD) is a severe mental disorder associated with considerable disability and high costs. Over the last decades, various psychotherapies for MDD have been developed and researched, among others Behavioral Activation (BA) and Metacognitive Therapy (MCT). MCT and BA target different maintaining factors of MDD and have not been compared to date. The PRO*MDD randomized controlled trial will compare MCT and BA in the routine clinical setting of an outpatient clinic. Methods and Design: We aim to recruit 128 MDD patients, who will be randomly assigned to either MCT or BA. In both conditions, patients will receive one individual therapy session and one group therapy session per week for a maximum of 6 months. Assessments will take place at baseline, pre-treatment, mid-treatment, post-treatment as well as at 12, 18, and 30 months after start of treatment as follow-up. The primary outcome is reduction of depression severity assessed with the Hamilton Rating Scale for Depression; secondary outcomes address quality of life, psychosocial functioning and participation as well as comorbidity. Discussion: The PRO*MDD study is the first randomized controlled trial to compare the effectiveness of MCT and BA. The outcome of this trial will increase our knowledge on the effectiveness and applicability of both treatment modalities and therefore contribute to the improvement of treatment for depressive patients. Ethics and dissemination: The study has been reviewed and approved on 11 August 2016 by the Ethics Committee of the Lübeck University (reference number: 16-176). The results will be discussed through peer-reviewed publications. Trial registration: German Clinical Trials Register DRKS-ID: DRKS00011536 (retrospectively registered).
Collapse
Affiliation(s)
- Anja Schaich
- Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Laura Heikaus
- Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Nele Assmann
- Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Sandra Köhne
- Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Kamila Jauch-Chara
- Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Michael Hüppe
- Department of Anaesthesiology, University of Lübeck, Lübeck, Germany
| | - Adrian Wells
- Division of Psychology and Mental Health, University of Manchester, Manchester, United Kingdom
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, United Kingdom
| | - Ulrich Schweiger
- Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Jan Philipp Klein
- Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Eva Fassbinder
- Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| |
Collapse
|