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Borgogna NC, Owen T, Johnson D, Kraus SW. No Magic Pill: A Systematic Review of the Pharmacological Treatments for Compulsive Sexual Behavior Disorder. JOURNAL OF SEX RESEARCH 2024; 61:1328-1341. [PMID: 38047874 DOI: 10.1080/00224499.2023.2282619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
Compulsive sexual behavior disorder (CSBD) is a burgeoning diagnostic construct. No systematic reviews of CSBD pharmacotherapy interventions have been conducted. We addressed this gap using a three-aim approach. We reviewed researchers' theoretical arguments for various pharmacotherapies, outcomes from pharmacotherapy trials, and the generalizability of the extant findings. Our review included k = 13 studies, with n = 141 participants. An opioid model of reward seeking was the most popular framework, though inconsistently specified. A serotonin model was also documented, though with few details. Naltrexone was the most prominently examined pharmacotherapy and the only medication that reliably demonstrated a therapeutic effect for some (but not all) indicators compared to placebo. Paroxetine and citalopram were also documented in placebo-controlled trials, though their incremental benefit compared to placebo is suspect. Several additional pharmacotherapies have been documented in case series contexts. Across studies, only one female participant was identified. All trials were conducted in developed nations, and race was rarely assessed. We conclude that the case for pharmacotherapy for CSBD is limited and should preferably not occur outside of clinical trial contexts. Naltrexone offers the best evidence for a potential research program, though new theoretically informed approaches are welcome. Finally, we call for additional pharmacotherapy research in women and non-White populations.
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Affiliation(s)
| | - Tyler Owen
- Department of Psychological Sciences, Texas Tech University
| | - David Johnson
- Department of Psychological Sciences, Texas Tech University
| | - Shane W Kraus
- Department of Psychology, University of Nevada - Las Vegas
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Borgogna NC, Owen T, Aita SL. The absurdity of the latent disease model in mental health: 10,130,814 ways to have a DSM-5-TR psychological disorder. J Ment Health 2024; 33:451-459. [PMID: 37947129 DOI: 10.1080/09638237.2023.2278107] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 09/21/2023] [Accepted: 10/11/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Latent disease classification is currently the accepted approach to mental illness diagnosis. In the United States, this takes the form of the Diagnostic and Statistical Manual of Mental Disorders-5-Text Revision (DSM-5-TR). Latent disease classification has been criticized for reliability and validity problems, particularly regarding diagnostic heterogeneity. No authors have calculated the scope of the heterogeneity problem of the entire DSM-5-TR. AIMS We addressed this issue by calculating the unique diagnostic profiles that exist for every DSM-5-TR diagnosis. METHODS We did this by applying formulas previously used in smaller heterogeneity analyses to all diagnoses within the DSM-5-TR. RESULTS We found that there are 10,130,814 ways to be diagnosed with a mental illness using DSM-5-TR criteria. When specifiers are considered, this number balloons to over 161 septillion unique diagnostic presentations (driven mainly by bipolar II disorder). Additionally, there are 1,951,065 ways to present with psychiatric symptoms, yet not meet diagnostic criteria. CONCLUSIONS Latent disease classification leads to considerable heterogeneity in possible presentations. We provide examples of how latent disease classification harms research and treatment programs. We echo recommendations for the dismissal of latent disease classification as a mental illness diagnostic program.
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Affiliation(s)
- Nicholas C Borgogna
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, USA
| | - Tyler Owen
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, USA
| | - Stephen L Aita
- Department of Psychology, University of Maine, Orono, ME, USA
- Department of Mental Health, VA Maine Healthcare System, Augusta, ME, USA
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Borgogna NC, Owen T, Vaughn J, Johnson DAL, Aita SL, Hill BD. So how special is special K? A systematic review and meta-analysis of ketamine for PTSD RCTs. Eur J Psychotraumatol 2024; 15:2299124. [PMID: 38224070 PMCID: PMC10791091 DOI: 10.1080/20008066.2023.2299124] [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: 07/21/2023] [Accepted: 12/13/2023] [Indexed: 01/16/2024] Open
Abstract
Background: PTSD is a significant mental health problem worldwide. Current evidence-based interventions suffer various limitations. Ketamine is a novel agent that is hoped to be incrementally better than extant interventions.Objective: Several randomized control trials (RCTs) of ketamine interventions for PTSD have now been published. We sought to systematically review and meta-analyse results from these trials to evaluate preliminary evidence for ketamine's incremental benefit above-and-beyond control interventions in PTSD treatment.Results: Omnibus findings from 52 effect sizes extracted across six studies (n = 221) yielded a small advantage for ketamine over control conditions at reducing PTSD symptoms (g = 0.27, 95% CI = 0.03, 0.51). However, bias-correction estimates attenuated this effect (adjusted g = 0.20, 95%, CI = -0.08, 0.48). Bias estimates indicated smaller studies reported larger effect sizes favouring ketamine. The only consistent timepoint assessed across RCTs was 24-hours post-initial infusion. Effects at 24-hours post-initial infusion suggest ketamine has a small relative advantage over controls (g = 0.35, 95% CI = 0.06, 0.64). Post-hoc analyses at 24-hours post-initial infusion indicated that ketamine was significantly better than passive controls (g = 0.44, 95% CI = 0.03, 0.85), but not active controls (g = 0.24, 95% CI = -0.30, 0.78). Comparisons one-week into intervention suggested no meaningful group differences (g = 0.24, 95% CI = 0.00, 0.48). No significant differences were evident for RCTs that examined effects two-weeks post initial infusion (g = 0.17, 95% CI = -0.10, 0.44).Conclusions: Altogether, ketamine-for-PTSD RCTs reveal a nominal initial therapeutic advantage relative to controls. However, bias and heterogeneity appear problematic. While rapid acting effects were observed, all control agents (including saline) also evidenced rapid acting effects. We argue blind penetration to be a serious concern, and that placebo is the likely mechanism behind reported therapeutic effects.
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Affiliation(s)
| | - Tyler Owen
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, USA
| | - Jacob Vaughn
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, USA
| | - David A. L. Johnson
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, USA
| | | | - Benjamin D. Hill
- Department of Psychology, University of South Alabama, Mobile, AL, USA
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Henrich L, Wilhelm M, Lange P, Rief W. The role of the communicated treatment rationale on treatment outcome: study protocol for a randomized controlled trial. Trials 2023; 24:540. [PMID: 37592320 PMCID: PMC10433650 DOI: 10.1186/s13063-023-07557-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 07/30/2023] [Indexed: 08/19/2023] Open
Abstract
BACKGROUND Placebo effects are a well-established phenomenon in the treatment of depression. However, the mechanism underlying these effects are not fully understood. Treatment expectations are considered one explanation for why placebos work. Treatment expectations are likely to be affected by clinician-patient interactions. This study aims to investigate the role of the communicated treatment rationale in modulating treatment expectations and its effects on the treatment outcomes of a pharmacological and a psychological active placebo intervention for depression. In this study, treatment expectations are modulated by presenting illness models that are either congruent or incongruent with the treatment intervention that follows. METHODS This 2 × 2 randomized controlled trial will involve patients with major depression. Participants will either receive a biological or a psychological illness model from a clinician. Following this, they are randomly assigned to receive either a pharmacological or a psychological active placebo intervention. The illness model and the treatment are either congruent or incongruent with each other, resulting in four groups. In addition, a natural course control group will be included. DISCUSSION This study will provide insights into the mechanism of expectation modulation in active placebo treatments for major depression. The results may provide insights for clinicians to improve their communication with patients by focusing on treatment expectations. By identifying the factors that contribute to placebo effects, this study has the potential to improve the effectiveness of existing depression treatments and reduce the burden of this highly prevalent mental health condition. TRIAL REGISTRATION This trial has been registered prospectively at ClinicalTrials.gov under the identifier: NCT04719663. Registered on January 22, 2021.
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Affiliation(s)
- Liv Henrich
- Department of Psychology, Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Gutenbergstraße 18, 35032, Marburg, Germany.
| | - Marcel Wilhelm
- Department of Psychology, Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Gutenbergstraße 18, 35032, Marburg, Germany
| | - Philipp Lange
- Department of Psychology, Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Gutenbergstraße 18, 35032, Marburg, Germany
| | - Winfried Rief
- Department of Psychology, Division of Clinical Psychology and Psychotherapy, Philipps University of Marburg, Gutenbergstraße 18, 35032, Marburg, Germany
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Myklebost SB, Nordgreen T, Klakegg OS, Hammar Å. Long-term outcomes of an internet-delivered cognitive enhancement intervention targeting residual cognitive deficits after major depressive disorder: a 2-year follow-up of an open trial. Front Psychol 2023; 14:1194689. [PMID: 37655198 PMCID: PMC10466045 DOI: 10.3389/fpsyg.2023.1194689] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 07/25/2023] [Indexed: 09/02/2023] Open
Abstract
Background Cognitive deficits are common and disabling residual symptoms following major depressive disorder (MDD) and are related to increased risk of relapse. Residual cognitive deficits should thus be considered an important target for treatment. However, few have reported long-term outcomes of interventions targeting residual cognitive deficits. Objective This study aimed to (1) investigate change between pre-treatment and 2-year follow-up assessments in cognitive deficits, rumination, and symptoms of MDD after an internet-delivered intervention targeting residual cognitive deficits; (2) to investigate stability in outcomes between 6-month and 2-year follow-up assessments; (3) to report the number of participants' experiencing a new episode of MDD in the follow-up period; and (4) to investigate differences in outcomes between those who experienced a new episode of MDD and those who did not. Methods A total of 43 partly remitted adults were included to test a guided internet-delivered intervention, which consisted of 10 modules involving psychoeducation, cognitive strategies, and attention training. Participants were assessed at pre-treatment, post-treatment, after 6-months, and after 2-years, with measures assessing self-reported residual cognitive deficits, rumination, symptoms of MDD and relapse. Overall, 32 participants completed the 2-year follow-up assessment. Results Between the pre-treatment and 2-year follow-up assessments, there was a reduction in cognitive deficits and rumination, while there was an increase in symptoms of MDD. Cognitive deficits were stable between the 6-month and the 2-year follow-up, while there was an increase in rumination and symptoms of MDD. Thirteen of 32 participants reported a new episode of MDD during the follow-up period. The relapse group reported longer duration of MDD at pre-treatment and showed a difference in all outcomes after 2 years compared to the no-relapse group. The no-relapse group showed improvement in MDD symptoms at post-treatment, while the relapse group did not. Conclusion Delivering cognitive enhancement interventions over the internet is potentially related to stable improvements in residual cognitive deficits. The effects on rumination and symptoms of MDD are less certain. Lack of improvement in MDD symptoms after the intervention period should be investigated as an indicator of relapse. Results should be interpreted with caution due to the lack of control group and sample size.
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Affiliation(s)
- Sunniva Brurok Myklebost
- Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
- Department of Biological and Medical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway
| | - Tine Nordgreen
- Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
- Department of Global Public Health and Primary Care, Faculty of Medicine, University of Bergen, Bergen, Norway
| | - Oda Stakkestad Klakegg
- Department of Biological and Medical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway
| | - Åsa Hammar
- Department of Biological and Medical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway
- Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden
- Office for Psychiatry and Habilitation, Psychiatry Research Skåne, Skåne, Sweden
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Bellón JA, Rodríguez-Morejón A, Conejo-Cerón S, Campos-Paíno H, Rodríguez-Bayón A, Ballesta-Rodríguez MI, Rodríguez-Sánchez E, Mendive JM, López del Hoyo Y, Luna JD, Tamayo-Morales O, Moreno-Peral P. A personalized intervention to prevent depression in primary care based on risk predictive algorithms and decision support systems: protocol of the e-predictD study. Front Psychiatry 2023; 14:1163800. [PMID: 37333911 PMCID: PMC10275079 DOI: 10.3389/fpsyt.2023.1163800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 05/02/2023] [Indexed: 06/20/2023] Open
Abstract
The predictD is an intervention implemented by general practitioners (GPs) to prevent depression, which reduced the incidence of depression-anxiety and was cost-effective. The e-predictD study aims to design, develop, and evaluate an evolved predictD intervention to prevent the onset of major depression in primary care based on Information and Communication Technologies, predictive risk algorithms, decision support systems (DSSs), and personalized prevention plans (PPPs). A multicenter cluster randomized trial with GPs randomly assigned to the e-predictD intervention + care-as-usual (CAU) group or the active-control + CAU group and 1-year follow-up is being conducted. The required sample size is 720 non-depressed patients (aged 18-55 years), with moderate-to-high depression risk, under the care of 72 GPs in six Spanish cities. The GPs assigned to the e-predictD-intervention group receive brief training, and those assigned to the control group do not. Recruited patients of the GPs allocated to the e-predictD group download the e-predictD app, which incorporates validated risk algorithms to predict depression, monitoring systems, and DSSs. Integrating all inputs, the DSS automatically proposes to the patients a PPP for depression based on eight intervention modules: physical exercise, social relationships, improving sleep, problem-solving, communication skills, decision-making, assertiveness, and working with thoughts. This PPP is discussed in a 15-min semi-structured GP-patient interview. Patients then choose one or more of the intervention modules proposed by the DSS to be self-implemented over the next 3 months. This process will be reformulated at 3, 6, and 9 months but without the GP-patient interview. Recruited patients of the GPs allocated to the control-group+CAU download another version of the e-predictD app, but the only intervention that they receive via the app is weekly brief psychoeducational messages (active-control group). The primary outcome is the cumulative incidence of major depression measured by the Composite International Diagnostic Interview at 6 and 12 months. Other outcomes include depressive symptoms (PHQ-9) and anxiety symptoms (GAD-7), depression risk (predictD risk algorithm), mental and physical quality of life (SF-12), and acceptability and satisfaction ('e-Health Impact' questionnaire) with the intervention. Patients are evaluated at baseline and 3, 6, 9, and 12 months. An economic evaluation will also be performed (cost-effectiveness and cost-utility analysis) from two perspectives, societal and health systems. Trial registration ClinicalTrials.gov, identifier: NCT03990792.
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Affiliation(s)
- Juan A. Bellón
- Biomedical Research Institute of Malaga (IBIMA Plataforma Bionand), Málaga, Spain
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
- ‘El Palo' Health Centre, Servicio Andaluz de Salud (SAS), Málaga, Spain
- Department of Public Health and Psychiatry, University of Málaga (UMA), Málaga, Spain
| | - Alberto Rodríguez-Morejón
- Biomedical Research Institute of Malaga (IBIMA Plataforma Bionand), Málaga, Spain
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
- Department of Personality, Evaluation and Psychological Treatment, University of Málaga (UMA), Málaga, Spain
| | - Sonia Conejo-Cerón
- Biomedical Research Institute of Malaga (IBIMA Plataforma Bionand), Málaga, Spain
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
| | - Henar Campos-Paíno
- Biomedical Research Institute of Malaga (IBIMA Plataforma Bionand), Málaga, Spain
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
| | - Antonina Rodríguez-Bayón
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
- Centro de Salud San José, Distrito Sanitario Jaén Norte, Servicio Andaluz de Salud (SAS), Linares, Jaén, Spain
| | - María I. Ballesta-Rodríguez
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
- Centro de Salud Federico del Castillo, Distrito Sanitario Jaén, Servicio Andaluz de Salud (SAS), Jaén, Spain
| | - Emiliano Rodríguez-Sánchez
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
- Unidad de Investigación de Atención Primaria de Salamanca (APISAL), Gerencia de Atención Primaria de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
- Department of Medicine, University of Salamanca (USAL), Salamanca, Spain
| | - Juan M. Mendive
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
- ‘La Mina' Health Centre, Institut Català de la Salut (ICS), Barcelona, Spain
| | - Yolanda López del Hoyo
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
- Instituto de Investigación Sanitaria de Aragón (IISA), Universidad de Zaragoza (UNIZAR), Zaragoza, Spain
| | - Juan D. Luna
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
- Department of Statistics and Operational Research, University of Granada (UGR), Granada, Spain
| | - Olaya Tamayo-Morales
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
- Unidad de Investigación de Atención Primaria de Salamanca (APISAL), Gerencia de Atención Primaria de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - Patricia Moreno-Peral
- Biomedical Research Institute of Malaga (IBIMA Plataforma Bionand), Málaga, Spain
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Madrid, Spain
- Network for Research on Chronicity, Primary Care, and Prevention and Health Promotion (RICAPPS), ISCIII, Madrid, Spain
- Department of Personality, Evaluation and Psychological Treatment, University of Málaga (UMA), Málaga, Spain
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Campos-Paíno H, Moreno-Peral P, Gómez-Gómez I, Conejo-Cerón S, Galán S, Reyes-Martín S, Bellón JÁ. Effectiveness of social support-based interventions in preventing depression in people without clinical depression: A systematic review and meta-analysis of randomized controlled trials. Int J Soc Psychiatry 2023; 69:253-266. [PMID: 36419332 DOI: 10.1177/00207640221134232] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND The evidence available on the association between social support and prevention of depression has been basically obtained from observational studies. AIM We evaluated the effectiveness of social support-based interventions for the prevention of depression in people without clinical depression. METHODS Systematic review and meta-analysis (SR/MA) of randomized controlled trials (RCT), which were searched for in MEDLINE, EMBASE, CENTRAL, WOS, PsycINFO, OpenGrey and other sources from the inception dates to June 8, 2022. We selected RCTs that assessed the effectiveness of social support-based interventions as compared to controls, included subjects without baseline clinical depression, and measured as results a reduction in depressive symptoms and/or the incidence of new cases of depression. Pooled standardized mean differences (SMDs) were calculated from random effects models. RESULTS Nine RCTs involving 927 patients from North America, Asia and Europe were included. The pooled SMD was -0.43 [95% confidence interval (CI) -0.82 to -0.04; p = .031]. Sensitivity analyses confirmed the robustness of results. Heterogeneity was substantial [I2 = 80% (95% CI: 64% to 89%)]. A meta-regression model that included usual care as comparator and the continent (Europe), explained 53% of heterogeneity. Eight RCTs had a moderate overall risk of bias and one had a high risk of bias. Follow-up was ⩾1 year in only three RCTs. There was no statistical evidence of publication bias. The quality of evidence, as measured on GRADE guidelines, was low. CONCLUSION Social support-based interventions had a small preventive effect on depression. Longer RCTs with a low risk of bias are necessary.
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Affiliation(s)
- Henar Campos-Paíno
- Biomedical Research Institute of Malaga (IBIMA Platform Bionand), Malaga, Spain.,Prevention and Health Promotion Research Network (redIAPP) & Chronicity, Primary Care and Health Promotion Research Network, (RICAPPS), ISCIII, Madrid, Spain
| | - Patricia Moreno-Peral
- Biomedical Research Institute of Malaga (IBIMA Platform Bionand), Malaga, Spain.,Prevention and Health Promotion Research Network (redIAPP) & Chronicity, Primary Care and Health Promotion Research Network, (RICAPPS), ISCIII, Madrid, Spain.,Department of Personality, Assessment and Psychological Treatment, University of Malaga(UMA), Spain
| | - Irene Gómez-Gómez
- Prevention and Health Promotion Research Network (redIAPP) & Chronicity, Primary Care and Health Promotion Research Network, (RICAPPS), ISCIII, Madrid, Spain.,Department of Psychology, Universidad Loyola Andalucía, Sevilla, Spain
| | - Sonia Conejo-Cerón
- Biomedical Research Institute of Malaga (IBIMA Platform Bionand), Malaga, Spain.,Prevention and Health Promotion Research Network (redIAPP) & Chronicity, Primary Care and Health Promotion Research Network, (RICAPPS), ISCIII, Madrid, Spain
| | - Santiago Galán
- Biomedical Research Institute of Malaga (IBIMA Platform Bionand), Malaga, Spain.,Prevention and Health Promotion Research Network (redIAPP) & Chronicity, Primary Care and Health Promotion Research Network, (RICAPPS), ISCIII, Madrid, Spain
| | - Sara Reyes-Martín
- Biomedical Research Institute of Malaga (IBIMA Platform Bionand), Malaga, Spain.,Prevention and Health Promotion Research Network (redIAPP) & Chronicity, Primary Care and Health Promotion Research Network, (RICAPPS), ISCIII, Madrid, Spain
| | - Juan Ángel Bellón
- Biomedical Research Institute of Malaga (IBIMA Platform Bionand), Malaga, Spain.,Prevention and Health Promotion Research Network (redIAPP) & Chronicity, Primary Care and Health Promotion Research Network, (RICAPPS), ISCIII, Madrid, Spain.,El Palo Health Centre, Andalusian Health Service (SAS), Malaga, Spain.,Department of Public Health and Psychiatry, University of Malaga, Spain
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Corneille O, Lush P. Sixty Years After Orne's American Psychologist Article: A Conceptual Framework for Subjective Experiences Elicited by Demand Characteristics. PERSONALITY AND SOCIAL PSYCHOLOGY REVIEW 2023; 27:83-101. [PMID: 35801624 DOI: 10.1177/10888683221104368] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Study participants form beliefs based on cues present in a testing situation (demand characteristics). These beliefs can alter study outcomes (demand effects). Neglecting demand effects can threaten the internal and external validity of studies (including their replication). While demand characteristics garnered much attention following Orne's introduction of this notion, consideration of their effects has become sparse in experimental reports. Moreover, the concept remains confusing. Here, we introduce a conceptual framework for subjective experiences elicited by demand characteristics. The model distinguishes between participants' awareness of the hypothesis, their motivation to comply with it, and the strategy they use to meet situational requirements. We stress that demand characteristics can give rise to genuine experiences. To illustrate, we apply the model to Evaluative Conditioning and the Rubber Hand Illusion. In the General Discussion, we discuss risks and opportunities associated with demand characteristics, and we explain that they remain highly relevant to current research.
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Čevelíček M, Roubal J, Hytych R, Řiháček T. What works in the treatment of medically unexplained physical symptoms? The psychotherapist perspective. COUNSELLING PSYCHOLOGY QUARTERLY 2023. [DOI: 10.1080/09515070.2022.2123785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Michal Čevelíček
- Department of Psychology, Faculty of Social Studies, Masaryk University, Brno, Czechia
| | - Jan Roubal
- Department of Psychology, Faculty of Social Studies, Masaryk University, Brno, Czechia
| | - Roman Hytych
- Department of Psychology, Faculty of Social Studies, Masaryk University, Brno, Czechia
| | - Tomáš Řiháček
- Department of Psychology, Faculty of Social Studies, Masaryk University, Brno, Czechia
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Sierra MDC. A vueltas con la hipótesis bioquímica de la depresión: Bilis negra y serotonina. CLÍNICA CONTEMPORÁNEA 2022. [DOI: 10.5093/cc2022a22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
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Borgogna NC, Aita SL. Is the serotonin hypothesis dead? If so, how will clinical psychology respond? Front Psychol 2022; 13:1027375. [PMID: 36405210 PMCID: PMC9669646 DOI: 10.3389/fpsyg.2022.1027375] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 10/24/2022] [Indexed: 04/04/2024] Open
Affiliation(s)
- Nicholas C. Borgogna
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, United States
| | - Stephen L. Aita
- Veterans Affairs Maine Healthcare System, Augusta, ME, United States
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Tu HM. Effect of horticultural therapy on mental health: A meta-analysis of randomized controlled trials. J Psychiatr Ment Health Nurs 2022; 29:603-615. [PMID: 35000249 DOI: 10.1111/jpm.12818] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 12/28/2021] [Accepted: 01/05/2022] [Indexed: 11/29/2022]
Abstract
WHAT IS KNOWN ON THE SUBJECT?: Mental health assessment is a common topic in horticultural therapy (HT). Some study findings were contrary to positive findings, although several studies have explored the effect of HT on mental health and reported positive results. There is weak evidence in the benefits of HT based on evidence-based medicine. Stronger evidence of the link between HT and mental health will help in policy making by health policy makers and governments. WHAT THE PAPER ADDS TO EXISTING KNOWLEDGE?: The purpose of this meta-analysis of randomized controlled trials (RCTs) was to explore the effect of HT on mental health. This study is the first meta-analysis of RCTs to provide critical evidence that HT has a positive effect on mental health. The effect size of HT on mental health was medium (0.55). The included studies had no negative effects on mental health. WHAT ARE THE IMPLICATIONS FOR PRACTICE?: HT should be considered a useful therapy to be integrated in healthcare settings by horticultural therapists to improve mental health. In the HT program, indoor and outdoor plant activities, plant-related arts, crafts and other activities were common interventions to improve specific mental health problems through at least eight sessions. ABSTRACT: Introduction HT has been widely used to promote mental health. However, heterogeneity and sample size issues of randomized controlled trials made it challenging to illustrate effect sizes across the evidence. Aim The purpose of this meta-analysis was to explore the effect of HT on mental health. Methods We used the PRISMA framework. A keyword search of Web of Science, PubMed, ProQuest and Cochrane was performed. The inclusion criteria were HT with RCTs and mental health assessments. A random-effects model was used to perform the meta-analysis. Results A total of 1,056 records were searched, and 18 eligible studies were extracted. The included RCTs had no statistical heterogeneity and publication bias. The meta-analysis showed that the HT experimental groups had a significant and positive impact on mental health compared with the control groups (effect size = 0.55). Discussion HT should be considered for enhancing mental health. The included studies had no negative outcomes and the most common HT intervention was at least eight sessions. Therefore, HT should be considered to enhance mental health. However, the concealed allocation and blinding processes should be improved in future studies. Implications for Practice: This study recommends that HT should be integrated into healthcare settings to improve mental health.
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Affiliation(s)
- Hung-Ming Tu
- Department of Horticulture, National Chung Hsing University, Taichung, Taiwan
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Richter LE, Machleit-Ebner A, Scherbaum N, Bonnet U. How Effective is a Web-Based Mental Health Intervention (Deprexis) in the Treatment of Moderate and Major Depressive Disorders when started during Routine Psychiatric Inpatient Treatment as an Adjunct Therapy? A Pragmatic Parallel-Group Randomized Controlled Trial. FORTSCHRITTE DER NEUROLOGIE-PSYCHIATRIE 2022. [PMID: 35882364 DOI: 10.1055/a-1826-2888] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
BACKGROUND Internet-based self-help-programs like deprexis have been increasingly shown to reduce depressive symptoms if added to distinct, primarily outpatient-treatment-settings. There is limited information about the effectiveness of deprexis if started at routine psychiatric hospital inpatient treatment of moderate-to-severe major depressive disorder (MDD). SUBJECTS AND METHODS To examine, sixty-nine adult MDD-inpatients were randomly assigned to a 12-week-period of treatment-as-usual (TAU, N=33) or TAU plus guided deprexis (TAU-PLUS, N=36). The study was planned as a pragmatic approach considering psychiatric routine conditions, particularly, offering an instant and flexible discharge management when the patients felt stabilized enough for primary/secondary care. Therefore, there was no fixed time frame for the inpatient treatment duration. Post-discharge, patients were followed by structured telephone interviews up to study-endpoint, i. e., 12 weeks after deprexis-initiation. Primary (Beck-Depression-Inventory-II, BDI-II) and secondary outcome-measures (Hamilton-Depression-Scale, Clinical-Global-Impression-Severity, WHO-Well-Being-Index, Helping-Alliance-Questionnaire) were carried out at study entry and every 2 weeks. Furthermore, the working alliance with deprexis as well as the inpatient treatment duration, the daily activity and the utilization of post-hospital care after discharge were determined. RESULTS At week 12, modified ITT-analyses showed significant between-group differences of BDI-II scores in favor of the TAU-PLUS-patients (p=.03) corresponding to a medium effect size (d=-.73, 95% CI -1.4 to .06). TAU-PLUS-patients showed greater daily activity (p=.04, d=.70, 95% CI -.03 to 1.38) and had been discharged significantly earlier from inpatient treatment (p=.003). Post-discharge, the TAU-PLUS-group reported a lower rate of post-hospital care (p=.01) and re-admissions (p=.04). Secondary outcome-measures including the alliance with the therapists were not significantly different between the groups at study-endpoint. The patients´ working-alliance with deprexis significantly predicted MDD-improvement and wellbeing. Both groups (TAU and TAU plus deprexis) were comparable with regard to the prescribed antidepressant medication. Unfortunately, detailed data on the amount and actual duration of the psychotherapeutic and special therapeutic individual and group settings of the TAU were not collected CONCLUSION: TAU plus deprexis was superior to TAU in improving subjective depression-severity (BDI-II) and daily activity in patients having sought psychiatric inpatient MDD-treatment before. This beneficial effect appeared 12 weeks after inpatient deprexis-initiation, i. e. when the vast majority of patients were back in primary/secondary care. Adjunctive deprexis was associated with earlier discharges and a significant advantage for post-hospital stabilization. In this regard, it could be promising to include deprexis into inpatient treatment conditions, thereby also preparing its continuing outpatient use. We found no evidence that deprexis interfered negatively with the alliance between the patients and their therapists.
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Affiliation(s)
- Lisa Emily Richter
- Department of Psychiatry, Psychotherapy, and Psychosomatic Medicine, Evangelisches Krankenhaus Castrop-Rauxel, Castrop-Rauxel, Academic Teaching Hospital of the University of Duisburg-Essen, Germany
| | - Annika Machleit-Ebner
- Medical Study Center of the Evangelische. Krankenhausgemeinschaft Herne
- Castrop-Rauxel gGmbH, Herne, Germany
| | - Norbert Scherbaum
- LVR-Hospital Essen, Department of Psychiatry and Psychotherapy, Faculty of Medicine, University of Duisburg-Essen, Essen, Germany
| | - Udo Bonnet
- Department of Psychiatry, Psychotherapy, and Psychosomatic Medicine, Evangelisches Krankenhaus Castrop-Rauxel, Castrop-Rauxel, Academic Teaching Hospital of the University of Duisburg-Essen, Germany.,LVR-Hospital Essen, Department of Psychiatry and Psychotherapy, Faculty of Medicine, University of Duisburg-Essen, Essen, Germany
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Eggart M, Todd J, Valdés-Stauber J. Validation of the Multidimensional Assessment of Interoceptive Awareness (MAIA-2) questionnaire in hospitalized patients with major depressive disorder. PLoS One 2021; 16:e0253913. [PMID: 34170963 PMCID: PMC8232409 DOI: 10.1371/journal.pone.0253913] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 06/16/2021] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES Interoception refers to the sensation, interpretation, and integration of internal somatic signals. Abnormalities in self-reported interoception are prevalent features of major depressive disorder (MDD) and may affect treatment outcomes. In the present study, we investigated the psychometric properties of the revised eight-dimensional and 37-item Multidimensional Assessment of Interoceptive Awareness questionnaire (the MAIA-2) in a severely depressed sample, after translating two updated scales (Not-Distracting, Not-Worrying) into German. Specifically, we examined the measure's internal consistency reliability, sensitivity to change, and minimal important differences (MID) with a focus on patient's antidepressive responses to treatment. METHODS The study enrolled 110 participants (age: M = 46.85, SD = 11.23; female: 55.45%) undergoing hospital treatment, of whom 87 were included in the pre-post analysis. Participants completed a German translation of MAIA-2 and the Beck Depression Inventory-II (pre-/post-treatment). Internal consistency reliability was determined by Cronbach's α/McDonalds's ω, sensitivity to change was determined by effect sizes, and MIDs were determined by distribution- (0.5*SD) and anchor-based approaches (mean change method; ROC curve cut-points). RESULTS Depression severity reduced over the course of treatment (Median = -65.22%), and 34.48% of patients achieved remission. Reliability was appropriate for post-treatment (range of ω: .70-.90), but questionable for two pre-treatment scales (Noticing: ω = .64; Not-Distracting: ω = .66). The eight dimensions of MAIA-2 were sensitive to change (standardized response mean: .32-.81; Cohen's effect size: .30-.92). Distribution-based MIDs (.38-.61) and anchor-based mean change MIDs (remission vs. partial response: .00-.85; partial response vs. nonresponse: .08-.88) were established on the group level. For six scales, ROC cut-points (remission: .00-1.33; response: -.20-1.00) demonstrated accurate classification to treatment response groups on the individual level. CONCLUSIONS This study demonstrated the applicability of the MAIA-2 questionnaire in MDD. The updated version may have led to reliability improvements regarding the revised scales, but subthreshold reliability was evident prior to treatment. The measure's dimensions were sensitive to change. MIDs were established that corresponded with antidepressive treatment outcomes. Our findings are consistent with a growing area of research which considers somatic feelings as key contributors to mental health.
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Affiliation(s)
- Michael Eggart
- Department of Psychiatry and Psychotherapy I, Ulm University and Center for Psychiatry Südwürttemberg, Ravensburg, Germany
- Faculty Social Work, Health and Nursing, Ravensburg-Weingarten University of Applied Sciences, Weingarten, Germany
| | - Jennifer Todd
- School of Psychology and Sport Science, Anglia Ruskin University, Cambridge, United Kingdom
- Centre for Psychological Medicine, Perdana University, Kuala Lumpur, Malaysia
| | - Juan Valdés-Stauber
- Department of Psychiatry and Psychotherapy I, Ulm University and Center for Psychiatry Südwürttemberg, Ravensburg, Germany
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Claus BB, Scherbaum N, Bonnet U. Effectiveness of an Adjunctive Psychotherapeutic Intervention Developed for Enhancing the Placebo Effect of Antidepressants Used within an Inpatient-Treatment Program of Major Depression: A Pragmatic Parallel-Group, Randomized Controlled Trial. PSYCHOTHERAPY AND PSYCHOSOMATICS 2021; 89:258-260. [PMID: 32069467 DOI: 10.1159/000505855] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Accepted: 01/09/2020] [Indexed: 11/19/2022]
Affiliation(s)
- Benedikt Bernd Claus
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine, Evangelisches Krankenhaus Castrop-Rauxel, Academic Teaching Hospital of the University of Duisburg-Essen, Castrop-Rauxel, Germany
| | - Norbert Scherbaum
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, LVR-Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Udo Bonnet
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine, Evangelisches Krankenhaus Castrop-Rauxel, Academic Teaching Hospital of the University of Duisburg-Essen, Castrop-Rauxel, Germany, .,Department of Psychiatry and Psychotherapy, Faculty of Medicine, LVR-Hospital Essen, University of Duisburg-Essen, Essen, Germany,
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Abstract
The benefits of nature for our health have been an increasing research focus in recent years. In the context of a global increase in mental health diagnoses, the potential health benefits of nature have attracted attention. One practical nature treatment is to walk in nature. However, evidence for this practice on mental health has not been comprehensively appraised to date. This systematic review synthesized the effects of nature walks for depression and anxiety, and evaluated the methodological rigor of studies. Academic databases including ProQuest, PsycINFO, Science Direct, and Google Scholar were utilized to identify eligible articles, which were examined using the Newcastle–Ottawa Scale. Of 385 articles initially retrieved, 12 studies met all the eligibility criteria (nine pre-post within-subject studies, two quasi-experimental studies, and one experimental between-subjects study). These studies demonstrated that nature walks were effective for state anxiety but not generalized anxiety and the effects for depression were inconsistent. Findings indicate that nature walks may be effective for mental health, especially for reducing state anxiety. However, the quality of the included studies varied, and sample sizes were small, suggesting a need for more rigorous and large-scale research.
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17
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Eylem O, van Straten A, de Wit L, Rathod S, Bhui K, Kerkhof AJFM. Reducing suicidal ideation among Turkish migrants in the Netherlands and in the UK: the feasibility of a randomised controlled trial of a guided online intervention. Pilot Feasibility Stud 2021; 7:30. [PMID: 33494831 PMCID: PMC7830826 DOI: 10.1186/s40814-021-00772-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 01/07/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The evidence for the effectiveness of e-mental health interventions among ethnic minorities is still preliminary. This mixed methods study investigates the feasibility of a culturally adapted, guided online intervention with the intention to understand how it works and for whom to inform refinement. It also examines its likely effectiveness in reducing suicidal ideation when compared with the treatment as usual. METHODS Turkish migrants with mild to moderate suicidal thoughts were recruited from the general population using social media and newspaper advertisements. The intervention group obtained direct access to a 6-week guided online intervention while participants in the waiting list condition had to wait for 6 weeks. The intervention is based on an existing online intervention and was culturally adapted. Participants in both conditions completed baseline, post-test, and follow-up questionnaires on suicidal ideation (primary outcome), depression, worrying, hopelessness, suicide attempt and self-harm, acculturation, quality of life, and usability. In addition, participants were interviewed to examine the feasibility and mechanisms of action in more depth. The responses were analysed by inductive thematic analysis. RESULTS Eighty-five people signed up via the study website, and we included 18 (10 intervention, 8 waitlist control). While the therapeutic benefits were emphasised (e.g. feeling connected with the intervention), the feasibility was judged to be low. The main reasons given were not having severe suicidal thoughts and not being represented by the culturally adapted intervention. No suicide attempts were recorded during the study. The suicidal ideation, depression, and hopelessness scores were improved in both groups. CONCLUSION Although intended to be a definitive trial, the current study became a feasibility study with process evaluation to understand the components and how they operate. The online intervention was not superior to the control condition. Future studies need to attend the implementation issues raised including measures of stigma, acculturation, and careful cultural adaptations alongside more attention to coaching and relational support. They should also consider how to improve engagement alongside selection of those who are motivated to use online interventions and offer alternatives for those who are not. TRIAL REGISTRATION Netherlands Trial Register, NTR5028 . Registered on 1 March 2015.
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Affiliation(s)
- Ozlem Eylem
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, 7 van der Boechorststraat, Amsterdam, 1081, BT, Netherlands.
- Amsterdam Institute of Public Health, Amsterdam, Netherlands.
- Centre for Psychiatry, Wolfson Institute of Preventive Medicine, Charterhouse Square, London, EC1M 6BQ, UK.
| | - Annemieke van Straten
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, 7 van der Boechorststraat, Amsterdam, 1081, BT, Netherlands
- Amsterdam Institute of Public Health, Amsterdam, Netherlands
| | - Leonore de Wit
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, 7 van der Boechorststraat, Amsterdam, 1081, BT, Netherlands
- Amsterdam Institute of Public Health, Amsterdam, Netherlands
| | | | - Kamaldeep Bhui
- Centre for Psychiatry, Wolfson Institute of Preventive Medicine, Charterhouse Square, London, EC1M 6BQ, UK
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, OX2 6GG, UK
| | - Ad J F M Kerkhof
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, 7 van der Boechorststraat, Amsterdam, 1081, BT, Netherlands
- Amsterdam Institute of Public Health, Amsterdam, Netherlands
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Effects of Psychoactive Massage in Outpatients with Depressive Disorders: A Randomized Controlled Mixed-Methods Study. Brain Sci 2020; 10:brainsci10100676. [PMID: 32993175 PMCID: PMC7600300 DOI: 10.3390/brainsci10100676] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Revised: 09/16/2020] [Accepted: 09/21/2020] [Indexed: 02/07/2023] Open
Abstract
The clinical picture of depressive disorders is characterized by a plethora of somatic symptoms, psychomotor retardation, and, particularly, anhedonia. The number of patients with residual symptoms or treatment resistance is high. Touch is the basic communication among humans and animals. Its application professionally in the form of, e.g., psychoactive massage therapy, has been shown in the past to reduce the somatic and mental symptoms of depression and anxiety. Here, we investigated the effects of a specially developed affect-regulating massage therapy (ARMT) vs. individual treatment with a standardized relaxation procedure, progressive muscle relaxation (PMR), in 57 outpatients with depression. Patients were given one ARMT or PMR session weekly over 4 weeks. Changes in somatic and cognitive symptoms were assessed by standard psychiatric instruments (Hamilton Depression Scale (HAMD) and the Bech–Rafaelsen–Melancholia–Scale (BRMS)) as well as a visual analogue scale. Furthermore, oral statements from all participants were obtained in semi-structured interviews. The findings show clear and statistically significant superiority of ARMT over PMR. The results might be interpreted within various models. The concept of interoception, as well as the principles of body psychotherapy and phenomenological aspects, offers cues for understanding the mechanisms involved. Within a neurobiological context, the significance of C-tactile afferents activated by special touch techniques and humoral changes such as increased oxytocin levels open additional ways of interpreting our findings.
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Bellón JA, Conejo-Cerón S, Rodríguez-Bayón A, Ballesta-Rodríguez MI, Mendive JM, Moreno-Peral P. [Common mental disorders in primary care: diagnostic and therapeutic difficulties, and new challenges in prediction and prevention. SESPAS Report 2020]. GACETA SANITARIA 2020; 34 Suppl 1:20-26. [PMID: 32843196 DOI: 10.1016/j.gaceta.2020.05.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 05/14/2020] [Accepted: 05/18/2020] [Indexed: 11/28/2022]
Abstract
In primary health care only chronic pain surpass depression and anxiety in loss of quality-adjusted life years. More than 70% of people suffering from common mental disorders consulted their GPs for this reason. However, 'the declining halves rule' is a reality: less than 50% of primary care attendees with common mental disorders were correctly diagnosed, of these less than 50% received adequate treatment (pharmacological or psychological) and of these less than 50% patients were adherent. Collaborative models of common mental disorders care in primary health care have demonstrated their effectiveness through clinical trials; however, its implementation in a more general and real context is difficult and its effectiveness remains unclear. Risk algorithms have been developed and validated in primary health care to predict the onset and prognosis of common mental disorders; which are useful for their treatment and prevention. There is evidence that psychological and psychoeducational interventions (and possibly those of physical exercise) are effective for the primary prevention of common mental disorders, even in primary health care; although their effects are small or moderate. These interventions have a high potential to be scalable in schools, workplace and primary health care; in addition, when they are administered through information and communication technologies (e.g. by App), in self-guided or minimally guided programs, they have demonstrated their effectiveness for the treatment and prevention of common mental disorders. They are also very accessible, have low cost and contribute to the massive implementation of these interventions in different settings.
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Affiliation(s)
- Juan Angel Bellón
- Centro de Salud El Palo, Distrito Sanitario Málaga-Guadalhorce, Servicio Andaluz de Salud, Málaga, España; Departamento de Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, España; Red de Actividades Preventivas y Promoción de la Salud (redIAPP), Instituto de Salud Carlos III, Madrid, España; Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, España.
| | - Sonia Conejo-Cerón
- Red de Actividades Preventivas y Promoción de la Salud (redIAPP), Instituto de Salud Carlos III, Madrid, España; Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, España
| | - Antonina Rodríguez-Bayón
- Red de Actividades Preventivas y Promoción de la Salud (redIAPP), Instituto de Salud Carlos III, Madrid, España; Centro de Salud San José, Distrito Sanitario Jaén Norte, Servicio Andaluz de Salud, Linares (Jaén), España
| | - María Isabel Ballesta-Rodríguez
- Red de Actividades Preventivas y Promoción de la Salud (redIAPP), Instituto de Salud Carlos III, Madrid, España; Centro de Salud Federico del Castillo, Distrito Sanitario Jaén, Servicio Andaluz de Salud, Jaén, España
| | - Juan Manuel Mendive
- Red de Actividades Preventivas y Promoción de la Salud (redIAPP), Instituto de Salud Carlos III, Madrid, España; Centro de Atención Primaria La Mina, Institut Català de la Salut, IDIAP Jordi Gol, Barcelona, España
| | - Patricia Moreno-Peral
- Red de Actividades Preventivas y Promoción de la Salud (redIAPP), Instituto de Salud Carlos III, Madrid, España; Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, España
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Barbato A, D'Avanzo B. The Findings of a Cochrane Meta-Analysis of Couple Therapy in Adult Depression: Implications for Research and Clinical Practice. FAMILY PROCESS 2020; 59:361-375. [PMID: 32294797 DOI: 10.1111/famp.12540] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
The association between depressive symptoms and distressed intimate relationships supported the assumption that couple therapy, by focusing on the interpersonal context of depression, might be more effective as a treatment for depression than individual psychotherapy or drug therapy. This issue was addressed by a Cochrane meta-analysis assessing the evidence from clinical trials of couple therapy for depression in comparison with individual psychotherapy, drug therapy, and no/minimal intervention, including fourteen studies with 651 participants. No study was found free of bias and the quality of the evidence was low, with major problems of small sample sizes, missing outcome data, selective reporting, lack of information on random sequence generation and allocation concealment, recruitment of people not representative of clinical practice, and allegiance bias. The meta-analysis showed that both couple therapy and individual psychotherapy improved depressive symptoms at end of treatment and after 6 months or longer, with moderate effect sizes, without any difference between the two treatments. Couple therapy was more effective in reducing couple distress. This effect was larger in studies with distressed couples only and should be considered as relevant in its own right. Couple therapy is a viable option for the treatment of a depressed partner, especially in discordant couples. Future research should address several issues left open to provide a sound empirical foundation for clinical practice.
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Affiliation(s)
- Angelo Barbato
- Unit for Quality of Care and Rights Promotion in Mental Health, Istituto di Ricerche Farmacologiche Mario Negri Sede di Milano, Milano, Italy
| | - Barbara D'Avanzo
- Unit for Quality of Care and Rights Promotion in Mental Health, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
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Ormel J, Cuijpers P, Jorm A, Schoevers RA. What is needed to eradicate the depression epidemic, and why. ACTA ACUST UNITED AC 2020. [DOI: 10.1016/j.mhp.2019.200177] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Ormel J, Spinhoven P, de Vries YA, Cramer AOJ, Siegle GJ, Bockting CLH, Hollon SD. The antidepressant standoff: why it continues and how to resolve it. Psychol Med 2020; 50:177-186. [PMID: 31779735 DOI: 10.1017/s0033291719003295] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND Antidepressant medications (ADMs) are widely used and long-term use is increasing. Given this extensive use and recommendation of ADMs in guidelines, one would expect ADMs to be universally considered effective. Surprisingly, that is not the case; fierce debate on their benefits and harms continues. This editorial seeks to understand why the controversy continues and how consensus can be achieved. METHODS 'Position' paper. Critical analysis and synthesis of relevant literature. RESULTS Advocates point at ADMs impressive effect size (number needed to treat, NNT = 6-8) in acute phase treatment and continuation/maintenance ADM treatment prevention relapse/recurrence in acute phase ADM responders (NNT = 3-4). Critics point at the limited clinically significant surplus value of ADMs relative to placebo and argue that effectiveness is overstated. We identified multiple factors that fuel the controversy: certainty of evidence is low to moderate; modest efficacy on top of strong placebo effects allows critics to focus on small net efficacy and advocates on large gross efficacy; ADM withdrawal symptoms masquerade as relapse/recurrence; lack of association between ADM treatment and long-term outcome in observational databases. Similar problems affect psychological treatments as well, but less so. We recommend four approaches to resolve the controversy: (1) placebo-controlled trials with relevant long-term outcome assessments, (2) inventive analyses of observational databases, (3) patient cohort studies including effect moderators to improve personalized treatment, and (4) psychological treatments as universal first-line treatment step. CONCLUSIONS Given the public health significance of depression and increased long-term ADM usage, new approaches are needed to resolve the controversy.
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Affiliation(s)
- Johan Ormel
- Department of Psychiatry, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Netherlands Institute for Advanced Study KNAW, Amsterdam, The Netherlands
| | - Philip Spinhoven
- Netherlands Institute for Advanced Study KNAW, Amsterdam, The Netherlands
- Department of Psychiatry, Leiden University, Institute of Psychology, Leiden, The Netherlands
| | - Ymkje Anna de Vries
- Department of Developmental Psychology, University of Groningen, Groningen, The Netherlands
| | - Angélique O J Cramer
- Netherlands Institute for Advanced Study KNAW, Amsterdam, The Netherlands
- Department of Methodology and Statistics, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - Greg J Siegle
- University of Pittsburgh, School of Medicine, Pittsburgh, PA, USA
| | - Claudi L H Bockting
- Netherlands Institute for Advanced Study KNAW, Amsterdam, The Netherlands
- Department of Psychiatry, University of Amsterdam, Amsterdam University Medical Centres, AMC, Amsterdam, The Netherlands
| | - Steven D Hollon
- Department of Psychology, Vanderbilt University, Nashville, Tennessee, USA
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Goslar M, Leibetseder M, Muench HM, Hofmann SG, Laireiter AR. Pharmacological Treatments for Disordered Gambling: A Meta-analysis. J Gambl Stud 2019; 35:415-445. [PMID: 30570700 PMCID: PMC6517351 DOI: 10.1007/s10899-018-09815-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Disordered gambling is a public health concern associated with detrimental consequences for affected individuals and social costs. Currently, opioid antagonists are considered the first-line treatments to reduce symptoms of uncontrolled gambling. Only recently, glutamatergic agents and combined pharmacological and psychological treatments have been examined appearing promising options for the management of gambling disorder. A multilevel literature search yielded 34 studies including open-label and placebo-controlled trials totaling 1340 participants to provide a comprehensive evaluation of the short- and long-term efficacies of pharmacological and combined treatments. Pharmacological treatments were associated with large and medium pre-post reductions in global severity, frequency, and financial loss (Hedges's g: 1.35, 1.22, 0.80, respectively). The controlled effect sizes for the outcome variables were significantly smaller (Hedges's g: 0.41, 0.11, 0.22), but robust for the reduction of global severity at short-term. In general, medication classes yielded comparable effect sizes independent of predictors of treatment outcome. Of the placebo controlled studies, results showed that opioid antagonists and mood stabilizers, particularly the glutamatergic agent topiramate combined with a cognitive intervention and lithium for gamblers with bipolar disorders demonstrated promising results. However, more rigorously designed, large-scale randomized controlled trials with extended placebo lead-in periods are necessary. Moreover, future studies need to monitor concurrent psychosocial treatments, the type of comorbidity, use equivalent measurement tools, include outcome variables according to the Banff, Alberta Consensus, and provide follow-up data in order to broaden the knowledge about the efficacy of pharmacological treatments for this disabling condition.
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Affiliation(s)
- Martina Goslar
- Department of Psychology, University of Salzburg, Hellbrunnerstrasse 34, 5020 Salzburg, Austria
| | - Max Leibetseder
- Department of Psychology, University of Salzburg, Hellbrunnerstrasse 34, 5020 Salzburg, Austria
| | - Hannah M. Muench
- Department of Clinical Psychology and Psychotherapy, Eberhard Karls University of Tuebingen, Schleichstraße 4, 72076 Tuebingen, Germany
| | - Stefan G. Hofmann
- Department of Psychological and Brain Sciences, Boston University, 900 Commonwealth Avenue, 2nd Fl., Boston, MA 02215 USA
| | - Anton-Rupert Laireiter
- Department of Psychology, University of Salzburg, Hellbrunnerstrasse 34, 5020 Salzburg, Austria
- Faculty of Psychology, University of Vienna, Liebiggasse 5, 1010 Vienna, Austria
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Harrer M, Apolinário-Hagen J, Fritsche L, Drüge M, Krings L, Beck K, Salewski C, Zarski AC, Lehr D, Baumeister H, Ebert DD. Internet- and App-Based Stress Intervention for Distance-Learning Students With Depressive Symptoms: Protocol of a Randomized Controlled Trial. Front Psychiatry 2019; 10:361. [PMID: 31178770 PMCID: PMC6537513 DOI: 10.3389/fpsyt.2019.00361] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2018] [Accepted: 05/08/2019] [Indexed: 12/02/2022] Open
Abstract
Background: Mental disorders are highly prevalent among university students. Distance-learning students are particularly burdened and have limited access to conventional university health services. Interventions for stress are sought after in distance learners and may help increase treatment coverage. Internet-based interventions have been shown to be effective in preventing and treating depression, but it remains unclear if interventions directed at academic stress also have this potential. Aim: The trial presented here investigates the effectiveness of an Internet- and App-based stress intervention in distance-learning students with elevated levels of depression. Methods: A sample of N = 200 students of a large German distance university with elevated levels of depression [Center for Epidemiological Studies' Depression Scale (CES-D) ≥ 16] will be randomly assigned to either an Internet- and App-based stress management intervention group (IG) or a control group (CG) receiving an Internet-based psychoeducational program for academic stress. The IG consists of eight Internet-based sessions promoting stress management skills using cognitive-behavioral and problem-solving techniques. A mobile App will be employed to facilitate training transfer. Self-report data will be assessed at baseline (T0), post-treatment (T1; 7 weeks), and 3-month follow-up (T2). Potential moderators will be assessed at baseline. The primary outcome is depression (CES-D) post-treatment. Secondary outcomes include mental health outcomes, modifiable risk and protective factors, and academic outcomes. Data will be analyzed on an intention-to-treat principle along with sensitivity analyses to assess the robustness of findings. Additional health economic analyses will be conducted. Discussion: Results will provide the basis to assess the acceptance and effectiveness of Internet-delivered stress interventions in distance-learning students with symptoms of depression. Ethics and dissemination: The study has been reviewed and approved by the University of Erlangen-Nuremberg ethics committee (Erlangen, Germany; 33_17 Bc). Results of the study will be disseminated through peer-reviewed publications. Trial Registration: German Clinical Trial Registration (DRKS), identifier DRKS00011800.
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Affiliation(s)
- Mathias Harrer
- Clinical Psychology and Psychotherapy, Institute for Psychology, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | | | - Lara Fritsche
- Department of Health Psychology, Institute for Psychology, University of Hagen, Hagen, Germany
| | - Marie Drüge
- Department of Health Psychology, Institute for Psychology, University of Hagen, Hagen, Germany
| | - Ludwig Krings
- Department of Health Psychology, Institute for Psychology, University of Hagen, Hagen, Germany
| | - Korinna Beck
- Department of Health Psychology, Institute for Psychology, University of Hagen, Hagen, Germany
| | - Christel Salewski
- Department of Health Psychology, Institute for Psychology, University of Hagen, Hagen, Germany
| | - Anna-Carlotta Zarski
- Clinical Psychology and Psychotherapy, Institute for Psychology, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Dirk Lehr
- Division of Online Health Trainings, Innovation Incubator, Leuphana University, Lüneburg, Germany
| | - Harald Baumeister
- Clinical Psychology and Psychotherapy, University of Ulm, Ulm, Germany
| | - David Daniel Ebert
- Clinical Psychology and Psychotherapy, Institute for Psychology, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
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Sempértegui GA, Knipscheer JW, Baliatsas C, Bekker MHJ. Symptom manifestation and treatment effectiveness, -obstacles and -facilitators in Turkish and Moroccan groups with depression in European countries: A systematic review. J Affect Disord 2019; 247:134-155. [PMID: 30665076 DOI: 10.1016/j.jad.2018.12.060] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 12/02/2018] [Accepted: 12/20/2018] [Indexed: 11/28/2022]
Abstract
BACKGROUND This study examined the state of the art relevant for clinical practice on symptom manifestation of depression or depression-related idioms of distress, the treatment effectiveness and obstacles and facilitators for therapeutic success in Turkish and Moroccan immigrant populations with depression in Europe. METHODS We conducted a systematic search in PsycINFO, MEDLINE, Science Direct, Web of Knowledge, and Cochrane databases (1970- 31 July 2017). Peer-reviewed studies, with adult populations, and an instrument assessing depressive symptoms met inclusion criteria and were evaluated following quality guidelines. RESULTS We included 13 studies on symptom manifestation, 6 on treatment effectiveness, and 17 on obstacles and facilitators, published between 2000 and 2017, from Germany, the Netherlands, Austria and Sweden (n Turkish individuals = 11,533; n Moroccan individuals = 5278; n native individuals = 303,212). Both ethnic groups more often reported combined mood and somatic symptoms (and anxiety in the case of Turkish groups) than natives, and had higher levels of symptoms. There was no report on effectiveness of pharmacotherapy and there was weak evidence of the effectiveness of examined psychological treatments for depression in Turkish groups. No treatment has been examined in Moroccan groups. Salient obstacles to therapeutic success were socioeconomic problems, higher level of psychological symptoms at baseline, and negative attitudes towards psychotherapy. Possible facilitators were interventions attuned to social, cultural and individual needs. Results were most representative of first generation, low SES Turkish immigrant patients, and Moroccan-Dutch members of the general populations. CONCLUSION Turkish and Moroccan immigrants with depression presented a comorbid symptom profile with more intertwined depressive and somatic complaints. There were indications that the available therapies are insufficient for Turkish groups, but the current evidence is scarce and heterogeneous, and RCTs suffer from methodological limitations.
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Affiliation(s)
- Gabriela A Sempértegui
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, the Netherlands
| | - Jeroen W Knipscheer
- Arq Psychotrauma Expert Group, Diemen, the Netherlands; Clinical Psychology, Utrecht University, Utrecht, the Netherlands
| | - Christos Baliatsas
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, the Netherlands
| | - Marrie H J Bekker
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, the Netherlands.
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26
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Munsch S, Wyssen A, Vanhulst P, Lalanne D, Steinemann ST, Tuch A. Binge-eating disorder treatment goes online - feasibility, usability, and treatment outcome of an Internet-based treatment for binge-eating disorder: study protocol for a three-arm randomized controlled trial including an immediate treatment, a waitlist, and a placebo control group. Trials 2019; 20:128. [PMID: 30760299 PMCID: PMC6375147 DOI: 10.1186/s13063-019-3192-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Accepted: 01/10/2019] [Indexed: 12/14/2022] Open
Abstract
Background Binge-eating disorder (BED) is characterized by recurrent episodes of loss of control over eating and is related to a higher prevalence of other mental disorders and somatic consequences associated with overweight and obesity. In community-based samples, 2–4% of women and 1–3% men are diagnosed with BED. Psychotherapeutic interventions focusing on maintenance factors of disturbed eating behavior have proven to be effective. However, treatment access is limited for a considerable number of patients with BED. A lack of specialized institutions and treatment resources, but also long distances to treatment facilities for people living in remote or rural areas are often causes of insufficient care. Internet-based guided self-help (GSH) programs have the potential to fill this gap. Methods This project aims to develop and evaluate an Internet-based treatment for BED derived from an evidence-based manualized cognitive behavioral therapy (CBT). The primary goal is to test feasibility and suitability of the Internet-based program and to evaluate the treatment outcome in comparison to a pure and a placebo-inspired waitlist control group (i.e. reduction of binge-eating episodes and eating disorder pathology as primary outcome variables). In total, 60 women and men aged 18–70 years with a BED diagnosis will be recruited. The Internet-based GSH treatment comprises eight sessions followed by three booster sessions. The placebo-inspired waitlist control group receives weekly messages containing information increasing positive expectations regarding the treatment effects during the four-week waiting period. The pure waitlist control group receives weekly messages simply asking patients to fill in a short questionnaire. Discussion The access to evidence-based treatments for BED might be made easier using an Internet-based GSH approach. The present study protocol presents a randomized controlled trial. As well as evaluating the suitability and efficacy of the Internet-based GSH treatment, there will also be a prelimarily investigation on the influence of positive expectations (placebo) for a therapeutic intervention on core symptoms. Trial registration German Clinical Trials Register, DRKS00012355. Registered on 14 September 2017.
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Affiliation(s)
- Simone Munsch
- Department of Clinical Psychology and Psychotherapy, University of Fribourg, Rue de Faucigny 2, 1700, Fribourg, Switzerland.
| | - Andrea Wyssen
- Department of Clinical Psychology and Psychotherapy, University of Fribourg, Rue de Faucigny 2, 1700, Fribourg, Switzerland
| | - Pierre Vanhulst
- Human-IST Institute, University of Fribourg, Boulevard de Perolles 90, 1700, Fribourg, Switzerland
| | - Denis Lalanne
- Human-IST Institute, University of Fribourg, Boulevard de Perolles 90, 1700, Fribourg, Switzerland
| | - Sharon T Steinemann
- Department of General Psychology and Methodology, University of Basel, Missionsstrasse 62a, 4055, Basel, Switzerland
| | - Alexandre Tuch
- Department of General Psychology and Methodology, University of Basel, Missionsstrasse 62a, 4055, Basel, Switzerland.,Swiss Health Observatory, Federal Statistical Office, Espace de l'Europe 10, 2010, Neuchâtel, Switzerland
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27
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Gerger H, Buergler S, Sezer D, Grethler M, Gaab J, Locher C. The Healing Encounters and Attitudes Lists (HEAL): Psychometric Properties of a German Version (HEAL-D) in Comparison With the Original HEAL. Front Psychiatry 2019; 10:897. [PMID: 31998148 PMCID: PMC6965318 DOI: 10.3389/fpsyt.2019.00897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 11/13/2019] [Indexed: 11/13/2022] Open
Abstract
Introduction: Over the last years, the interest in understanding health improvements that occur due to non-specific treatment effects, rather than in response to the specific active treatment ingredients, increased. Nevertheless, investigations on patients' idiosyncratic perspectives on the non-specific aspects of the healing encounter or of the treatment itself that contribute to placebo effects are still rare. The Healing Encounters and Attitudes Lists (HEAL) offer a unique and parsimonious set of instruments to measure patients' views on a variety of non-specific aspects of the caring encounter. The HEAL items can be administered as computerized adaptive tests or short forms that assess the patient-provider connection, the healthcare environment, treatment expectancy, positive outlook, spirituality, as well as attitudes towards complementary and alternative medicine. So far, no German version of the HEAL exists. Methods: The original 168 HEAL items were translated into German (HEAL-D) applying a translation-back-translation procedure. We examined the psychometric properties of HEAL-D in a sample of 165 participants who reported at least one healthcare visit during the last year. Results: The German short forms of HEAL (HEAL-D-SF) showed good internal consistency and test-retest reliability. The factor structure observed in the English original items showed low to moderate model fit in our sample. Discussion: The development of a German version of HEAL in addition to the original English items offers new possibilities for investigating patients' idiosyncratic perspectives on the non-specific aspects of treatments across language borders. We will close with presenting possible clinical application as well as promising and relevant future research directions using HEAL-D-SF, including for instance large-scale, cross-national investigations.
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Affiliation(s)
- Heike Gerger
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, Basel, Switzerland
| | - Sarah Buergler
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, Basel, Switzerland
| | - Dilan Sezer
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, Basel, Switzerland
| | - Marc Grethler
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, Basel, Switzerland
| | - Jens Gaab
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, Basel, Switzerland
| | - Cosima Locher
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, Basel, Switzerland.,School of Psychology, University of Plymouth, Plymouth, United Kingdom
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28
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Rigabert A, Motrico E, Moreno-Peral P, Resurrección DM, Conejo-Cerón S, Navas-Campaña D, Bellón JÁ. Effectiveness of online interventions in preventing depression: a protocol for systematic review and meta-analysis of randomised controlled trials. BMJ Open 2018; 8:e022012. [PMID: 30498036 PMCID: PMC6278812 DOI: 10.1136/bmjopen-2018-022012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 07/04/2018] [Accepted: 10/11/2018] [Indexed: 01/05/2023] Open
Abstract
INTRODUCTION Although evidence exists for the efficacy of psychosocial interventions in preventing depression, little is known about its prevention through online interventions. The objective of this study is to conduct a systematic review and meta-analysis of randomised controlled trials assessing the effectiveness of online interventions in preventing depression in heterogeneous populations. METHODS AND ANALYSIS We will conduct a systematic review and meta-analysis of randomised controlled trials that will be identified through searches of PubMed, PsycINFO, WOS, Scopus, OpenGrey, Cochrane Central Register of Controlled Trials, ClinicalTrials.gov and Australia New Zealand Clinical Trials Register . We will also search the reference lists provided in relevant studies and reviews. Experts in the field will be contacted to obtain more references. Two independent reviewers will assess the eligibility criteria of all articles, extract data and determine their risk of bias (Cochrane Collaboration Tool). Baseline depression will be required to have been discarded through standardised interviews or validated self-reports with standard cut-off points. The outcomes will be the incidence of new cases of depression and/or the reduction of depressive symptoms as measured by validated instruments. Pooled standardised mean differences will be calculated using random-effect models. Heterogeneity and publication bias will be estimated. Predefined sensitivity and subgroup analyses will be performed. If heterogeneity is relevant, random-effect meta-regression will be performed. ETHICS AND DISSEMINATION The results will be disseminated through peer-reviewed publication and will be presented at a professional conference. Ethical assessment is not required as we will search and assess existing sources of literature. TRIAL REGISTRATION NUMBER CRD42014014804; Results.
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Affiliation(s)
- Alina Rigabert
- Departamento de Psicología, Universidad Loyola Andalucia, Sevilla, Spain
| | - Emma Motrico
- Departamento de Psicología, Universidad Loyola Andalucia, Sevilla, Spain
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Málaga, Spain
| | - Patricia Moreno-Peral
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Málaga, Spain
- Research Unit of the Health District of Primary Care Málaga-Guadalhorce, Málaga, Spain
- Biomedical Research Institute of Malaga (IBIMA), Málaga, Spain
| | | | - Sonia Conejo-Cerón
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Málaga, Spain
- Research Unit of the Health District of Primary Care Málaga-Guadalhorce, Málaga, Spain
- Biomedical Research Institute of Malaga (IBIMA), Málaga, Spain
| | - Desirée Navas-Campaña
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Málaga, Spain
- Research Unit of the Health District of Primary Care Málaga-Guadalhorce, Málaga, Spain
- Biomedical Research Institute of Malaga (IBIMA), Málaga, Spain
| | - Juan Á Bellón
- Prevention and Health Promotion Research Network (redIAPP), ISCIII, Málaga, Spain
- Research Unit of the Health District of Primary Care Málaga-Guadalhorce, Málaga, Spain
- Biomedical Research Institute of Malaga (IBIMA), Málaga, Spain
- El Palo Health Centre, Andalusian Health Service (SAS), Málaga, Spain
- Department of Public Health and Psychiatry, University of Málaga (UMA), Málaga, Spain
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29
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Locher C, Gaab J, Blease C. When a Placebo Is Not a Placebo: Problems and Solutions to the Gold Standard in Psychotherapy Research. Front Psychol 2018; 9:2317. [PMID: 30542310 PMCID: PMC6277873 DOI: 10.3389/fpsyg.2018.02317] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Accepted: 11/05/2018] [Indexed: 12/12/2022] Open
Affiliation(s)
- Cosima Locher
- Division of Clinical Psychology and Psychotherapy, Department of Psychology, University of Basel, Basel, Switzerland
| | - Jens Gaab
- Division of Clinical Psychology and Psychotherapy, Department of Psychology, University of Basel, Basel, Switzerland
| | - Charlotte Blease
- Program in Placebo Studies, General Medicine and Primary Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Harvard, MA, United States.,School of Psychology, University College Dublin, Dublin, Ireland
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30
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Andrews G, Basu A, Cuijpers P, Craske MG, McEvoy P, English CL, Newby JM. Computer therapy for the anxiety and depression disorders is effective, acceptable and practical health care: An updated meta-analysis. J Anxiety Disord 2018; 55:70-78. [PMID: 29422409 DOI: 10.1016/j.janxdis.2018.01.001] [Citation(s) in RCA: 503] [Impact Index Per Article: 83.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 12/16/2017] [Accepted: 01/03/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND A 2010 meta-analysis of internet-delivered CBT (iCBT) RCTs argued 'computer therapy for the anxiety and depressive disorders was effective, acceptable and practical health care' without data on effectiveness or practicality in routine practice. METHODS Databases, reviews and meta-analyses were searched for randomised controlled trials of cCBT or iCBT versus a control group (care as usual, waitlist, information control, psychological placebo, pill placebo, etc.) in people who met diagnostic criteria for major depression, panic disorder, social anxiety disorder or generalised anxiety disorder. Number randomised, superiority of treatment versus control (Hedges'g) on primary outcome measure, length of follow-up, follow up outcome, patient adherence and satisfaction/harm were extracted; risk of bias was assessed. A search for studies on effectiveness of iCBT in clinical practice was conducted. RESULTS 64 trials were identified. The mean effect size (efficacy) was g = 0.80 (NNT 2.34), and benefit was evident across all four disorders. Improvement was maintained at follow-with good acceptability. Research probity was good, and bias risk low. In addition, nine studies comparing iCBT with traditional face-to-face CBT and three comparing iCBT with bibliotherapy were identified. All three modes of treatment delivery appeared equally beneficial. The results of effectiveness studies were congruent with the results of the efficacy trials. LIMITATIONS Studies variably measured changes in quality of life and disability, and the lack of comparisons with medications weakens the field. CONCLUSIONS The conclusions drawn in the original meta-analysis are now supported: iCBT for the anxiety and depressive disorders is effective, acceptable and practical health care.
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Affiliation(s)
- G Andrews
- School of Psychiatry, University of New South Wales, Sydney Australia.
| | - A Basu
- University of New South Wales, Sydney, Australia
| | - P Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, The Netherlands; EMGO Institute for Health and Care Research, Vrije Universiteit and VU Medical Center Amsterdam, The Netherlands
| | - M G Craske
- Department of Psychology, University of California, Los Angeles, United States
| | - P McEvoy
- School of Psychology and Speech Pathology, Curtin University, Perth, Australia; Centre for Clinical Interventions, Perth, Australia
| | - C L English
- St George's University of London, United Kingdom
| | - J M Newby
- School of Psychology, University of New South Wales, Sydney Australia
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31
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Hengartner MP. Raising Awareness for the Replication Crisis in Clinical Psychology by Focusing on Inconsistencies in Psychotherapy Research: How Much Can We Rely on Published Findings from Efficacy Trials? Front Psychol 2018. [PMID: 29541051 PMCID: PMC5835722 DOI: 10.3389/fpsyg.2018.00256] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Michael P Hengartner
- Department of Applied Psychology, Zurich University of Applied Sciences, Zurich, Switzerland
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32
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Hengartner MP, Plöderl M. Statistically Significant Antidepressant-Placebo Differences on Subjective Symptom-Rating Scales Do Not Prove That the Drugs Work: Effect Size and Method Bias Matter! Front Psychiatry 2018; 9:517. [PMID: 30386270 PMCID: PMC6199395 DOI: 10.3389/fpsyt.2018.00517] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Accepted: 10/01/2018] [Indexed: 12/24/2022] Open
Affiliation(s)
- Michael P Hengartner
- Department of Applied Psychology, Zurich University of Applied Sciences, Zurich, Switzerland
| | - Martin Plöderl
- Department for Crisis Intervention and Suicide Prevention and Department for Clinical Psychology, University Clinic for Psychiatry, Psychotherapy, and Psychosomatics, Paracelsus Medical University, Salzburg, Austria
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33
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Cheng Y, Qiao Z, Dang C, Zhou B, Li S, Zhang W, Jiang J, Song Y, Zhang J, Diao D. p38 predicts depression and poor outcome in esophageal cancer. Oncol Lett 2017; 14:7241-7249. [PMID: 29344159 PMCID: PMC5754885 DOI: 10.3892/ol.2017.7129] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2016] [Accepted: 06/09/2017] [Indexed: 01/12/2023] Open
Abstract
p38 mitogen-activated protein kinase (MAPK) signaling has been implicated in the cancer development and progression. However, the precise mechanism of this association remains unknown. The aim of the present study was to evaluate the association between p38 and cancer progression, including investigations into the effects on cell proliferation, resistance to thalidomide, indoleamine 2,3-dioxygenase (IDO) expression and prognosis in patients with esophageal cancer. The present retrospective study included patients with stage I–III esophageal cancer. A total of 228 patients with esophageal cancer were recruited to analyze the expression of phosphorylated (p)-p38 and IDO in tumor, and normal tissues through immunohistochemistry. Depression status was measured using the Zung Self-Rating Depression Scale. P38 cDNA was transfected into esophageal cancer cells to assess tumor cell viability, sensitivity to thalidomide treatment and IDO gene expression. Western blotting and flow cytometry was used to analyze protein expression alterations, and apoptosis in esophageal cancer cells. P-p38 protein was expressed in 68.9% of cancer tissues, and was significantly associated with depressive symptoms, tumor recurrence and poor survival of patients. In vitro experiments revealed that the expression of p-p38 induced esophageal cancer Eca-109 and TE-1 cell viability, and resistance to thalidomide treatment, as well as in the expression of IDO without the application of lipopolysaccharides. Further follow-up of patients revealed that depression was also an independent factor for early recurrence and overall survival rate. Altered p38 MAPK expression was associated with poor outcome in patients with esophageal cancer. p38 may be a potential biomarker for the prediction of depressive symptoms and prognosis in patients with esophageal cancer.
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Affiliation(s)
- Yao Cheng
- Department of Thoracic Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, Shaanxi 710004, P.R. China
| | - Zhe Qiao
- Department of Thoracic Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, Shaanxi 710004, P.R. China
| | - Chengxue Dang
- Department of Surgical Oncology, The First Affiliated Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, Shaanxi 710061, P.R. China
| | - Bin Zhou
- Department of Thoracic Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, Shaanxi 710004, P.R. China
| | - Shaomin Li
- Department of Thoracic Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, Shaanxi 710004, P.R. China
| | - Wei Zhang
- Department of Thoracic Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, Shaanxi 710004, P.R. China
| | - Jiantao Jiang
- Department of Thoracic Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, Shaanxi 710004, P.R. China
| | - Yongchun Song
- Department of Surgical Oncology, The First Affiliated Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, Shaanxi 710061, P.R. China
| | - Jin Zhang
- Department of Thoracic Surgery, The Second Affiliated Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, Shaanxi 710004, P.R. China
| | - Dongmei Diao
- Department of Surgical Oncology, The First Affiliated Hospital, Xi'an Jiaotong University College of Medicine, Xi'an, Shaanxi 710061, P.R. China
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Cuijpers P, Gentili C. Psychological treatments are as effective as pharmacotherapies in the treatment of adult depression: a summary from Randomized Clinical Trials and neuroscience evidence. ACTA ACUST UNITED AC 2017; 20:273. [PMID: 32913741 PMCID: PMC7451304 DOI: 10.4081/ripppo.2017.273] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 06/28/2017] [Accepted: 06/28/2017] [Indexed: 11/25/2022]
Affiliation(s)
- Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Claudio Gentili
- Department of General Psychology, University of Padua, Italy
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Conejo-Cerón S, Moreno-Peral P, Rodríguez-Morejón A, Motrico E, Navas-Campaña D, Rigabert A, Martín-Pérez C, Rodríguez-Bayón A, Ballesta-Rodríguez MI, Luna JDD, García-Campayo J, Roca M, Bellón JÁ. Effectiveness of Psychological and Educational Interventions to Prevent Depression in Primary Care: A Systematic Review and Meta-Analysis. Ann Fam Med 2017; 15:262-271. [PMID: 28483893 PMCID: PMC5422089 DOI: 10.1370/afm.2031] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Revised: 10/22/2016] [Accepted: 11/18/2016] [Indexed: 12/25/2022] Open
Abstract
PURPOSE Although evidence exists for the efficacy of psychosocial interventions to prevent the onset of depression, little is known about its prevention in primary care. We aimed to evaluate the effectiveness of psychological and educational interventions to prevent depression in primary care. METHODS We conducted a systematic review and meta-analysis of relevant randomized controlled trials (RCTs) examining the effect of psychological and educational interventions to prevent depression in nondepressed primary care attendees. We searched MEDLINE, PsycINFO, Web of Science, OpenGrey Repository, Cochrane Central Register of Controlled Trials, and other sources up to May 2016. At least 2 reviewers independently evaluated the eligibility criteria, extracted data, and assessed the risk of bias. We calculated standardized mean differences (SMD) using random-effects models. RESULTS We selected 14 studies (7,365 patients) that met the inclusion criteria, 13 of which were valid to perform a meta-analysis. Most of the interventions had a cognitive-behavioral orientation, and in only 4 RCTs were the intervention clinicians primary care staff. The pooled SMD was -0.163 (95%CI, -0.256 to -0.070; P = .001). The risk of bias and the heterogeneity (I2 = 20.6%) were low, and there was no evidence of publication bias. Meta-regression detected no association between SMD and follow-up times or SMD and risk of bias. Subgroup analysis suggested greater effectiveness when the RCTs used care as usual as the comparator compared with those using placebo. CONCLUSIONS Psychological and educational interventions to prevent depression had a modest though statistically significant preventive effect in primary care. Further RCTs using placebo or active comparators are needed.
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Affiliation(s)
- Sonia Conejo-Cerón
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón).
| | - Patricia Moreno-Peral
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - Alberto Rodríguez-Morejón
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - Emma Motrico
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - Desirée Navas-Campaña
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - Alina Rigabert
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - Carlos Martín-Pérez
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - Antonina Rodríguez-Bayón
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - María Isabel Ballesta-Rodríguez
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - Juan de Dios Luna
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - Javier García-Campayo
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - Miquel Roca
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
| | - Juan Ángel Bellón
- Unidad de Investigación, Distrito de Atención Primaria Málaga-Guadalhorce, Málaga, Spain (Conejo-Cerón, Moreno-Peral, Navas-Campaña, Bellón); Red de Investigación en Actividades Preventivas y de Promoción de la Salud (redIAPP), Barcelona, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Motrico, Navas-Campaña, Rigabert, Martín-Pérez, Rodríguez-Bayón, Ballesta-Rodríguez, Luna, García-Campayo, Roca, Bellón); Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain (Conejo-Cerón, Moreno-Peral, Rodríguez-Morejón, Bellón); Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Universidad de Málaga, Malaga, Spain (Rodríguez-Morejón); Departamento de Psicología, Universidad Loyola Andalucía, Sevilla, Spain (Motrico, Rigabert); Centro de Salud Marquesado, Área Nordeste de Granada, Granada, Spain (Martín-Pérez); Centro de Salud San José, Linares, Jaén, Spain (Rodríguez-Bayón); Centro de Salud Federico del Castillo, Jaén, Spain (Ballesta-Rodríguez); Departamento de Bioestadística. Universidad de Granada, Granada, Spain (Luna); Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain (Luna); Departamento de Psiquiatría, Hospital Universitario Miguel Servet, Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain (García-Campayo); Institut Universitari d'Investigació en Ciències de la Salut (IUNICS-IDISPA), University of Balearic Islands, Palma de Mallorca, Spain (Roca); Centro de Salud El Palo, Málaga, Spain (Bellón); Departamento de Medicina Preventiva, Salud Pública y Psiquiatría, Universidad de Málaga, Málaga, Spain (Bellón)
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Hengartner MP. Methodological Flaws, Conflicts of Interest, and Scientific Fallacies: Implications for the Evaluation of Antidepressants' Efficacy and Harm. Front Psychiatry 2017; 8:275. [PMID: 29270136 PMCID: PMC5725408 DOI: 10.3389/fpsyt.2017.00275] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Accepted: 11/24/2017] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND In current psychiatric practice, antidepressants are widely and with ever-increasing frequency prescribed to patients. However, several scientific biases obfuscate estimates of antidepressants' efficacy and harm, and these are barely recognized in treatment guidelines. The aim of this mini-review is to critically evaluate the efficacy and harm of antidepressants for acute and maintenance treatment with respect to systematic biases related to industry funding and trial methodology. METHODS Narrative review based on a comprehensive search of the literature. RESULTS It is shown that the pooled efficacy of antidepressants is weak and below the threshold of a minimally clinically important change once publication and reporting biases are considered. Moreover, the small mean difference in symptom reductions relative to placebo is possibly attributable to observer effects in unblinded assessors and patient expectancies. With respect to trial dropout rates, a hard outcome not subjected to observer bias, no difference was observed between antidepressants and placebo. The discontinuation trials on the efficacy of antidepressants in maintenance therapy are systematically flawed, because in these studies, spontaneous remitters are excluded, whereas half of all patients who remitted on antidepressants are abruptly switched to placebo. This can cause a severe withdrawal syndrome that is easily misdiagnosed as a relapse when assessed on subjective symptom rating scales. In accordance, the findings of naturalistic long-term studies suggest that maintenance therapy has no clear benefit, and non-drug users do not show increased recurrence rates. Moreover, a growing body of evidence from hundreds of randomized controlled trials suggests that antidepressants cause suicidality, but this risk is underestimated because data from industry-funded trials are systematically flawed. Unselected, population-wide observational studies indicate that depressive patients who use antidepressants are at an increased risk of suicide and that they have a higher rate of all-cause mortality than matched controls. CONCLUSION The strong reliance on industry-funded research results in an uncritical approval of antidepressants. Due to several flaws such as publication and reporting bias, unblinding of outcome assessors, concealment and recoding of serious adverse events, the efficacy of antidepressants is systematically overestimated, and harm is systematically underestimated. Therefore, I conclude that antidepressants are largely ineffective and potentially harmful.
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Affiliation(s)
- Michael P Hengartner
- Department of Applied Psychology, Zurich University of Applied Sciences (ZHAW), Zurich, Switzerland
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Cuijpers P, Cristea IA, Karyotaki E, Reijnders M, Huibers MJH. How effective are cognitive behavior therapies for major depression and anxiety disorders? A meta-analytic update of the evidence. World Psychiatry 2016; 15:245-258. [PMID: 27717254 PMCID: PMC5032489 DOI: 10.1002/wps.20346] [Citation(s) in RCA: 281] [Impact Index Per Article: 35.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
We report the current best estimate of the effects of cognitive behavior therapy (CBT) in the treatment of major depression (MDD), generalized anxiety disorder (GAD), panic disorder (PAD) and social anxiety disorder (SAD), taking into account publication bias, the quality of trials, and the influence of waiting list control groups on the outcomes. In our meta-analyses, we included randomized trials comparing CBT with a control condition (waiting list, care-as-usual or pill placebo) in the acute treatment of MDD, GAD, PAD or SAD, diagnosed on the basis of a structured interview. We found that the overall effects in the 144 included trials (184 comparisons) for all four disorders were large, ranging from g=0.75 for MDD to g=0.80 for GAD, g=0.81 for PAD, and g=0.88 for SAD. Publication bias mostly affected the outcomes of CBT in GAD (adjusted g=0.59) and MDD (adjusted g=0.65), but not those in PAD and SAD. Only 17.4% of the included trials were considered to be high-quality, and this mostly affected the outcomes for PAD (g=0.61) and SAD (g=0.76). More than 80% of trials in anxiety disorders used waiting list control groups, and the few studies using other control groups pointed at much smaller effect sizes for CBT. We conclude that CBT is probably effective in the treatment of MDD, GAD, PAD and SAD; that the effects are large when the control condition is waiting list, but small to moderate when it is care-as-usual or pill placebo; and that, because of the small number of high-quality trials, these effects are still uncertain and should be considered with caution.
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Affiliation(s)
- Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- EMGO Institute for Health and Care Research, Amsterdam, The Netherlands
| | - Ioana A Cristea
- Department of Clinical Psychology and Psychotherapy, Babes-Bolyai University, Cluj-Napoca, Romania
| | - Eirini Karyotaki
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- EMGO Institute for Health and Care Research, Amsterdam, The Netherlands
| | - Mirjam Reijnders
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- EMGO Institute for Health and Care Research, Amsterdam, The Netherlands
| | - Marcus J H Huibers
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- EMGO Institute for Health and Care Research, Amsterdam, The Netherlands
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
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Cross-trial prediction of treatment outcome in depression: a machine learning approach. Lancet Psychiatry 2016; 3:243-50. [PMID: 26803397 DOI: 10.1016/s2215-0366(15)00471-x] [Citation(s) in RCA: 377] [Impact Index Per Article: 47.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Revised: 10/14/2015] [Accepted: 10/14/2015] [Indexed: 12/26/2022]
Abstract
BACKGROUND Antidepressant treatment efficacy is low, but might be improved by matching patients to interventions. At present, clinicians have no empirically validated mechanisms to assess whether a patient with depression will respond to a specific antidepressant. We aimed to develop an algorithm to assess whether patients will achieve symptomatic remission from a 12-week course of citalopram. METHODS We used patient-reported data from patients with depression (n=4041, with 1949 completers) from level 1 of the Sequenced Treatment Alternatives to Relieve Depression (STAR*D; ClinicalTrials.gov, number NCT00021528) to identify variables that were most predictive of treatment outcome, and used these variables to train a machine-learning model to predict clinical remission. We externally validated the model in the escitalopram treatment group (n=151) of an independent clinical trial (Combining Medications to Enhance Depression Outcomes [COMED]; ClinicalTrials.gov, number NCT00590863). FINDINGS We identified 25 variables that were most predictive of treatment outcome from 164 patient-reportable variables, and used these to train the model. The model was internally cross-validated, and predicted outcomes in the STAR*D cohort with accuracy significantly above chance (64·6% [SD 3·2]; p<0·0001). The model was externally validated in the escitalopram treatment group (N=151) of COMED (accuracy 59·6%, p=0.043). The model also performed significantly above chance in a combined escitalopram-buproprion treatment group in COMED (n=134; accuracy 59·7%, p=0·023), but not in a combined venlafaxine-mirtazapine group (n=140; accuracy 51·4%, p=0·53), suggesting specificity of the model to underlying mechanisms. INTERPRETATION Building statistical models by mining existing clinical trial data can enable prospective identification of patients who are likely to respond to a specific antidepressant. FUNDING Yale University.
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