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Nguyen Ho PT, Ha Pham Bich T, Tong T, Bramer WM, Hofman A, Lubans DR, Vernooij MW, Rodriguez-Ayllon M. Mechanisms linking physical activity with psychiatric symptoms across the lifespan: a protocol for a systematic review. BMJ Open 2022; 12:e058737. [PMID: 35393326 PMCID: PMC8991068 DOI: 10.1136/bmjopen-2021-058737] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION Persistent psychiatric symptomatology during childhood and adolescence predicts vulnerability to experience mental illness in adulthood. Physical activity is well-known to provide mental health benefits across the lifespan. However, the underlying mechanisms linking physical activity and psychiatric symptoms remain underexplored. In this context, we aim to systematically synthesise evidence focused on the mechanisms through which physical activity might reduce psychiatric symptoms across all ages. METHODS AND ANALYSIS With the aid of a biomedical information specialist, we will develop a systematic search strategy based on the predetermined research question in the following electronic databases: MEDLINE, Embase, Web of Science, Cochrane and PsycINFO. Two independent reviewers will screen and select studies, extract data and assess the risk of bias. In case of inability to reach a consensus, a third person will be consulted. We will not apply any language restriction, and we will perform a qualitative synthesis of our findings as we anticipate that studies are scarce and heterogeneous. ETHICS AND DISSEMINATION Only data that have already been published will be included. Then, ethical approval is not required. Findings will be published in a peer-reviewed journal and presented at conferences. Additionally, we will communicate our findings to healthcare providers and other sections of society (eg, through regular channels, including social media). PROSPERO REGISTRATION NUMBER CRD42021239440.
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Affiliation(s)
- Phuong Thuy Nguyen Ho
- Erasmus School of Social and Behavioural Sciences, Erasmus University, Rotterdam, The Netherlands
| | - Tram Ha Pham Bich
- VN-UK Institute for Research and Executive Education, The University of Danang, Danang, Vietnam
| | - Thao Tong
- Erasmus School of Social and Behavioural Sciences, Erasmus University, Rotterdam, The Netherlands
| | - Wichor M Bramer
- Medical Library, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Amy Hofman
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - David Revalds Lubans
- Centre for Active Living and Learning, University of Newcastle, Newcastle, New South Wales, Australia
| | - Meike W Vernooij
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - María Rodriguez-Ayllon
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
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Health-economic evaluation of psychological interventions for depression prevention: Systematic review. Clin Psychol Rev 2021; 88:102064. [PMID: 34304111 DOI: 10.1016/j.cpr.2021.102064] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 06/24/2021] [Accepted: 06/30/2021] [Indexed: 01/03/2023]
Abstract
Psychological interventions have been proven to be effective to prevent depression, however, little is known on the cost-effectiveness of psychological interventions for the prevention of depression in various populations. A systematic review was conducted using PubMed, PsycINFO, Web of Science, Embase, Cochrane Central Register of Controlled Trials, Econlit, NHS Economic Evaluations Database, NHS Health Technology Assessment and OpenGrey up to January 2021. Only health-economic evaluations based on randomized controlled trials of psychological interventions to prevent depression were included. Independent evaluators selected studies, extracted data and assessed the quality using the Consensus on Health Economic Criteria and the Cochrane Risk of Bias Tool. Twelve trial-based economic evaluations including 5929 participants from six different countries met the inclusion criteria. Overall, the quality of most economic evaluations was considered good, but some studies have some risk of bias. Setting the willingness-to-pay upper limit to US$40,000 (2018 prices) for gaining one quality adjusted life year (QALY), eight psychological preventive interventions were likely to be cost-effective compared to care as usual. The likelihood of preventive psychological interventions being more cost-effective than care as usual looks promising, but more economic evaluations are needed to bridge the many gaps that remain in the evidence-base. ETHICS: As this systematic review is based on published data, approval from the local ethics committee was not required.
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Moderators of psychological and psychoeducational interventions for the prevention of depression: A systematic review. Clin Psychol Rev 2020; 79:101859. [PMID: 32505982 DOI: 10.1016/j.cpr.2020.101859] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 02/14/2020] [Accepted: 05/01/2020] [Indexed: 02/07/2023]
Abstract
Psychological and psychoeducational interventions have proven to be effective in preventing depression. However, the identification of the patients that benefit the most from each type of intervention has not yet been established. A systematic review was performed of the literature on moderators of preventive psychological and psychoeducational interventions for depression in all types of population. A search was performed on PubMed, PsycINFO, Web of Science, Embase, Cochrane Central Register of Controlled Trials and OpenGrey up to July 2019. Fulfillment of eligibility criteria, data collection, and study quality assessment were assessed by two independent researchers. Outcomes were moderators of the reduction of depressive symptoms or the incidence of depression. Twenty-seven moderator effect studies performed in 19 randomized controlled trials were included. Thirty-four potential sociodemographic, clinical, interpersonal, personality and life-event moderators were evaluated. Baseline depressive symptoms, gender, age, baseline parental depression and social support were the most frequently studied potential moderators. In interventions for children and adolescents, the moderator for which evidence was strongest was having parents free of depression at baseline. Psychological and psychoeducational interventions seem to be more effective in children and adolescents who exhibit a lower use of substances and whose parents do not have symptoms of depression at baseline. In adults, a lower age was associated with greater effects of preventive interventions. ETHICS: As this systematic review is based on published data, approval from the local ethics committee was not required.
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Wang Y, Zuo J, Hao W, Shen H, Zhang X, Deng Q, Liu M, Zhao Z, Zhang L, Zhou Y, Li M, Liu T, Zhang X. Quality of Life in Patients With Methamphetamine Use Disorder: Relationship to Impulsivity and Drug Use Characteristics. Front Psychiatry 2020; 11:579302. [PMID: 33192720 PMCID: PMC7555609 DOI: 10.3389/fpsyt.2020.579302] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 08/31/2020] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND The quality of life (QOL) of patients with methamphetamine use disorder (MAUD) is increasingly recognized as an important outcome. Previous studies have found that impulsivity is negatively associated with QOL in mental disorders, but this relationship is rarely confirmed in patients with MAUD. We hypothesized that impulsivity is negatively correlated with QOL in patients with MAUD based on previous findings. In addition, a variety of drug use characteristics of patients that may potentially affect their QOL need to be further explored. Therefore, the purpose of this study was to explore the relationship between impulsivity, multiple drug use characteristics, and QOL in patients with MAUD. METHODS A total of 379 patients with MAUD were recruited, and the majority of them were male (85.5%), with an average age of 33.93 ± 7.08 years. Two psychiatrists conducted semi-structured interviews with methamphetamine (MA) users in two compulsory drug rehabilitation centers to obtain their demographics and drug use characteristics. The Barratt Impulsiveness Scale-11 (BIS-11) and Brief WHO Quality of Life Assessment (WHOQOL-BREF) were used to assess patients' impulsivity and QOL, respectively. Correlation and univariate regression analysis were used to explore the relationships between impulsivity, a series of drug use characteristics and patients' QOL in different domains. Further multiple linear regression analysis was used to identify what extent the above clinical variables explained the variations in patients' QOL. RESULTS Age, marital status, employment, and various drug use characteristics were significantly associated with at least one QOL domain. Among them, married and full-time job were positively correlated with QOL, while others were negatively correlated with QOL. The total score of BIS-11 was significantly negatively correlated with all four domains of QOL. Impulsivity, a range of drug use characteristics and certain demographic characteristics collectively explained varying degrees of variation in different domains of QOL. CONCLUSIONS Impulsivity and various drug use characteristics can significantly predict QOL in all fields of MAUD patients. In addition, we have also found differences in the predictors of QOL in different domains. Overall, this study provides clinical guidance for the treatment of MAUD patients, that is, management of impulsivity in patients with MAUD may help improve their QOL and even sustain their drug rehabilitation.
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Affiliation(s)
- Yingying Wang
- National Clinical Research Center for Mental Disorders, and Department of Psychiatry, China National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, Institute of Mental Health and Hunan Medical Center for Mental Health, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Jinsong Zuo
- College of Life Sciences and Chemistry, Hunan University of Technology, Zhuzhou, China
| | - Wei Hao
- National Clinical Research Center for Mental Disorders, and Department of Psychiatry, China National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, Institute of Mental Health and Hunan Medical Center for Mental Health, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Hongxian Shen
- National Clinical Research Center for Mental Disorders, and Department of Psychiatry, China National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, Institute of Mental Health and Hunan Medical Center for Mental Health, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Xiaojie Zhang
- National Clinical Research Center for Mental Disorders, and Department of Psychiatry, China National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, Institute of Mental Health and Hunan Medical Center for Mental Health, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Qijian Deng
- National Clinical Research Center for Mental Disorders, and Department of Psychiatry, China National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, Institute of Mental Health and Hunan Medical Center for Mental Health, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Mengqi Liu
- National Clinical Research Center for Mental Disorders, and Department of Psychiatry, China National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, Institute of Mental Health and Hunan Medical Center for Mental Health, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Zhiqiang Zhao
- Department of Medicine Addiction, Xinjiang Mental Health Center and Urumqi Fourth People's Hospital, Urumqi, China
| | - Lina Zhang
- National Clinical Research Center for Mental Disorders, and Department of Psychiatry, China National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, Institute of Mental Health and Hunan Medical Center for Mental Health, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Yanan Zhou
- Department of Psychiatry, Brains Hospital of Hunan Province, Changsha, China
| | - Manyun Li
- National Clinical Research Center for Mental Disorders, and Department of Psychiatry, China National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, Institute of Mental Health and Hunan Medical Center for Mental Health, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Tieqiao Liu
- National Clinical Research Center for Mental Disorders, and Department of Psychiatry, China National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, Institute of Mental Health and Hunan Medical Center for Mental Health, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Xiangyang Zhang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
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Estancial Fernandes CS, Lima MG, Barros MBDA. Emotional problems and health-related quality of life: population-based study. Qual Life Res 2019; 28:3037-3046. [PMID: 31240538 DOI: 10.1007/s11136-019-02230-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/07/2019] [Indexed: 12/22/2022]
Abstract
PURPOSE The aim of the present study was to evaluate the influence of emotional problems on health-related quality of life (HRQoL) according to the type of emotional problem, degree of limitation, and perceived control of the problem with treatment. METHOD A population-based cross-sectional study with probabilistic stratified cluster sampling was conducted in 2014 and 2015 in the city of Campinas, Brazil. A total of 2145 individuals aged 18 years or older participated in the study. HRQoL was evaluated using the SF-36® questionnaire. The dependent variables were the score of the eight scales of the SF-36®. The independent variables were self-perceived emotional problems, type of emotional problem (according to ICD 10), degree of limitation, and perceived control of the problem with treatment. Mean scores were calculated and regression coefficients were adjusted for sex, age, number of health problems, and chronic diseases using multiple linear regression analysis. RESULTS The prevalence of emotional problems was 32.7%. Among the individuals with a problem, the mean SF-36® scores were lower on all domains. Regarding the type of emotional problem, a complaint of depression exerted a stronger negative impact on HRQoL scores than anxiety. Moreover, a greater degree of limitation caused by the problem led to lower mean SF-36® scores. The negative impact on HRQoL was substantially greater among those who did not have the problem under control. CONCLUSION In conclusion, the findings underscore the importance of the prevention and control of emotional problems with the aim of reducing the impact on HRQoL.
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Affiliation(s)
| | - Margareth Guimarães Lima
- Department of Public Health, School of Medical Sciences, State University of Campinas, Campinas, São Paulo, Brazil
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Gao K, Su M, Sweet J, Calabrese JR. Correlation between depression/anxiety symptom severity and quality of life in patients with major depressive disorder or bipolar disorder. J Affect Disord 2019; 244:9-15. [PMID: 30292023 DOI: 10.1016/j.jad.2018.09.063] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 08/22/2018] [Accepted: 09/16/2018] [Indexed: 12/13/2022]
Abstract
OBJECTIVE To study the correlation between depression/anxiety severity and the quality of life (QOL) in patients with major depressive disorder (MDD) or bipolar disorder (BP). METHODS Two hundred forty-three outpatients diagnosed with MDD or BP were used to study the relationship between depression/anxiety severity and QOL. Depression and anxiety symptom-severity were measured with the QIDS-16-SR (the 16 Item Quick Inventory of Depressive Symptomatology - Self Report), and Zung-SAS (Zung Self-Rating Anxiety Scale). The QOL was measured with the Q-LES-Q short-form (the Quality of Life, Enjoyment and Satisfaction Questionnaire). Correlation was assessed with regression analysis. RESULTS The percentage of maximum possible scores (MPS) of Q-LES-Q was 72.1%, 70.5%, and 67.6% for euthymic MDD, BPI, and BPII, respectively. Increases in QIDS-16-SR total scores significantly correlated to decreases in Q-LES-Q total scores, with an R2 = 0.61, R2 = 0.52, and R2 = 0.45 for MDD, BPI, and BPII, respectively. Increases in Zung-SAS scores also significantly correlated to decreases in Q-LES-Q total scores with an R2 = 0.20, R2 = 0.21, and R2 = 0.12 for MDD, BPI, and BPII. However, after controlling for depression severity, significant differences between Q-LES-Q and Zung-SAS scores disappeared in MDD and BP. After controlling for anxiety and other clinical variables, the negative correlation between QIDS-16-SR and Q-LES-Q scores remained significant in MDD and BP. CONCLUSIONS In this outpatient sample, the MPS of Q-LES-Q in euthymic MDD and BP patients was at the lower end of non-psychiatric or medical community norm spectrum. Depression severity was the only independent variable negatively correlated to the QOL in both disorders.
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Affiliation(s)
- Keming Gao
- Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, Case Western Reserve University School of Medicine/University Hospitals Cleveland Medical Center, Cleveland, OH, USA.
| | - Meilei Su
- Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, Case Western Reserve University School of Medicine/University Hospitals Cleveland Medical Center, Cleveland, OH, USA; Department of Psychiatry, Nanfang Hospital of Southern Medical University, Guangzhou, China
| | - Jennifer Sweet
- Department of Neurosurgery, Case Western Reserve University School of Medicine/University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Joseph R Calabrese
- Mood and Anxiety Clinic in the Mood Disorders Program, Department of Psychiatry, Case Western Reserve University School of Medicine/University Hospitals Cleveland Medical Center, Cleveland, OH, USA
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Temporary stages and motivational variables: Two complementary perspectives in the help-seeking process for mental disorders. REVISTA DE PSIQUIATRIA Y SALUD MENTAL 2017; 11:176-183. [PMID: 29033054 DOI: 10.1016/j.rpsm.2017.07.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2016] [Revised: 06/29/2017] [Accepted: 07/31/2017] [Indexed: 11/21/2022]
Abstract
INTRODUCTION Help-seeking for mental disorders is a complex process, which includes different temporary stages, and in which the motivational variables play an especially relevant role. However, there is a lack of instruments to evaluate in depth both the temporary and motivational variables involved in the help-seeking process. This study aims to analyse in detail these two sets of variables, using a specific instrument designed for the purpose, to gain a better understanding of the process of treatment seeking. MATERIAL AND METHODS A total of 152 patients seeking treatment in mental health outpatient clinics of the NHS were individually interviewed: 71 had Obsessive-Compulsive Disorder, 21 had Agoraphobia, 18 had Major Depressive Disorder), 20 had Anorexia Nervosa, and 22 had Cocaine Dependence. The patients completed a structured interview assessing the help-seeking process. Disorder severity and quality of life was also assessed. RESULTS The patients with agoraphobia and with major depression took significantly less time in recognising their mental health symptoms. Similarly, patients with major depression were faster in seeking professional help. Motivational variables were grouped in 3 sets: motivators for seeking treatment, related to the negative impact of symptoms on mood and to loss of control over symptoms; motivators for delaying treatment, related to minimisation of the disorder; and stigma-associated variables. CONCLUSIONS The results support the importance of considering the different motivational variables involved in the several stages of the help-seeking process. The interview designed to that end has shown its usefulness in this endeavour.
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Del Valle G, Belloch A, Carrió C. The long and complex road in the search for treatment for mental disorders: An analysis of the process in five groups of patients. Psychiatry Res 2017; 253:1-8. [PMID: 28319785 DOI: 10.1016/j.psychres.2017.03.024] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Revised: 03/04/2017] [Accepted: 03/11/2017] [Indexed: 10/20/2022]
Abstract
Seeking treatment for mental-health problems is a complex process, with different underlying motives in each stage. However, the entire process and these motives have hardly been investigated. This study aims to analyze the different stages of the help-seeking process and their underlying motives in five groups of patients with different mental disorders. In all, 156 patients seeking treatment in outpatient mental health clinics were individually interviewed: 71 had Obsessive-Compulsive Disorder (OCD), 21 had Agoraphobia (AGO), 18 had Major Depressive Disorder (MDD), 20 had Anorexia Nervosa (AN), and 22 had Cocaine Dependence (COC). The AGO and MDD patients delayed significantly less time in recognizing their mental health symptoms. Moreover, MDD patients disclosed their symptoms and searched for professional help faster than the other groups. The most relevant variables in the recognition of disorders were the loss of control over the symptoms, the interference produced by these symptoms, and their negative impact on the person's emotional state. The most frequent barriers to seeking treatment were related to minimizing the symptoms and fear of stigma. Finally, the most important motivator for seeking treatment was the awareness that minimizing the symptoms did not help to reduce them, lessen their interference, or make them disappear.
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Affiliation(s)
- Gema Del Valle
- Agencia Valenciana de Salud (Health Government of Valencia), Mental Health Outpatient Clinic, Department 04, Sants de la Pedra Ave., n. 81, 46500 Sagunto, Valencia, Spain.
| | - Amparo Belloch
- Faculty of Psychology, Department of Personality Psychology, Research and Treatment Unit of Obsessive-Compulsive Disorder, I'TOC, University of Valencia, Ave. Blasco Ibañez 21, 46010 Valencia, Spain.
| | - Carmen Carrió
- Agencia Valenciana de Salud (Health Government of Valencia), Mental Health Outpatient Clinic, Department 06, Rubert i Villo Rd., n. 4, 46100 Burjassot, Valencia, Spain.
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Morton E, Michalak EE, Murray G. What does quality of life refer to in bipolar disorders research? A systematic review of the construct's definition, usage and measurement. J Affect Disord 2017; 212:128-137. [PMID: 28160685 DOI: 10.1016/j.jad.2017.01.026] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Revised: 12/23/2016] [Accepted: 01/22/2017] [Indexed: 11/27/2022]
Abstract
BACKGROUND Quality of life (QoL) is increasingly investigated in bipolar disorders (BD) research, yet little attention has been paid to its optimal definition and measurement. This is a significant limitation, as the broader QoL literature recognises a number of divergent meanings and measurement tensions. The aim here was to advance understanding of QoL in BD by clarifying use of the construct in the existing literature and considering measurement implications. METHODS Thematic analysis techniques were used to interrogate articles identified via systematic search for (a) explicit discussion of QoL definitional/measurement issues, and (b) usage of the term QoL. RESULTS A total of 275 articles were included in the analysis. A range of definitional and methodological issues confounding the study of QoL in BD were identified. While explicit definition of QoL proved rare, thematic analysis of usage of the construct revealed the concepts of functioning, health, subjective experience and wellbeing were thought to be relevant to QoL in BD. LIMITATIONS The review does not engage in top-down theory development. Our analysis was grounded in the empirical literature to support future theoretical work relevant to existing usage of QoL in BD. CONCLUSIONS There was no evidence of a consensus definition of QoL in BD. A plurality of QoL definitions is not necessarily a flaw in the literature, but points to empirical and conceptual issues demanding attention. Awareness of the diversity of constructs associated with QoL will enable clinicians to better select treatments on the basis of specific QoL outcomes. A research agenda and provisional considerations for empirical research are outlined based on the present analyses.
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Affiliation(s)
- Emma Morton
- Swinburne University of Technology, Psychological Sciences and Statistics, Australia
| | - Erin E Michalak
- University of British Columbia, Department of Psychiatry, Canada
| | - Greg Murray
- Swinburne University of Technology, Psychological Sciences and Statistics, Australia.
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Hahn T, Nierenberg AA, Whitfield-Gabrieli S. Predictive analytics in mental health: applications, guidelines, challenges and perspectives. Mol Psychiatry 2017; 22:37-43. [PMID: 27843153 DOI: 10.1038/mp.2016.201] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Revised: 08/16/2016] [Accepted: 09/22/2016] [Indexed: 01/23/2023]
Abstract
The emerging field of 'predictive analytics in mental health' has recently generated tremendous interest with the bold promise to revolutionize clinical practice in psychiatry paralleling similar developments in personalized and precision medicine. Here, we provide an overview of the key questions and challenges in the field, aiming to (1) propose general guidelines for predictive analytics projects in psychiatry, (2) provide a conceptual introduction to core aspects of predictive modeling technology, and (3) foster a broad and informed discussion involving all stakeholders including researchers, clinicians, patients, funding bodies and policymakers.
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Affiliation(s)
- T Hahn
- Department of Cognitive Psychology II, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - A A Nierenberg
- Bipolar Clinic and Research Program, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - S Whitfield-Gabrieli
- McGovern Institute for Brain Research and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
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Krattenmacher T, Kühne F, Halverscheid S, Wiegand-Grefe S, Bergelt C, Romer G, Möller B. A comparison of the emotional and behavioral problems of children of patients with cancer or a mental disorder and their association with parental quality of life. J Psychosom Res 2014; 76:213-20. [PMID: 24529040 DOI: 10.1016/j.jpsychores.2013.11.020] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2013] [Revised: 11/28/2013] [Accepted: 11/29/2013] [Indexed: 10/25/2022]
Abstract
OBJECTIVE To compare the emotional and behavioral problems of children of patients suffering from cancer or a mental disorder and their association with parental quality of life. METHODS A total of 223 children from 136 families and their 160 parents were investigated from multiple perspectives in a cross-sectional study. The consistency of different adjustment reports between family members was examined. Through mixed models, the differences between parental HRQoL and the children's symptomatology were studied with regard to the type of parental illness. The prediction of children's adjustment through parental HRQoL was further examined. Additionally, gender and age of the children were considered. RESULTS Half of the children exhibited psychosocial problems. Gender and age differences were independent of the type of parental disease. In families with parental cancer, the reports of children's adjustment were more consistent between family members than in families where a parental mental disorder was present. We found differences in HRQoL between families with mentally ill parents and those with parental cancer patients. Specifically, the healthy partners of mentally ill parents showed worse HRQoL compared with healthy partners of cancer patients. Healthy parents' reduced HRQoL was associated with worse adjustment in their children, regardless of the type of parental illness, but this result was not found for ill parents. CONCLUSION Family members confronted with parental cancer or mental disorders are more burdened compared with those from the "normal" population, independently of the type of disease. Our results indicate that the type of a parental disease has no direct effect on children's adjustment. However, there are disease-specific effects on parental HRQoL, which are associated with children's adjustment.
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Affiliation(s)
- Thomas Krattenmacher
- University Medical Center Hamburg-Eppendorf, Department of Child Adolescent Psychiatry, Psychotherapy and Psychosomatics, Germany.
| | - Franziska Kühne
- University Medical Center Hamburg-Eppendorf, Department of Child Adolescent Psychiatry, Psychotherapy and Psychosomatics, Germany
| | - Susanne Halverscheid
- University Medical Center Hamburg-Eppendorf, Department of Child Adolescent Psychiatry, Psychotherapy and Psychosomatics, Germany
| | - Silke Wiegand-Grefe
- University Medical Center Hamburg-Eppendorf, Department of Child Adolescent Psychiatry, Psychotherapy and Psychosomatics, Germany
| | - Corinna Bergelt
- University Medical Center Hamburg-Eppendorf, Department of Medical Psychology, Germany
| | - Georg Romer
- University Medical Center Hamburg-Eppendorf, Department of Child Adolescent Psychiatry, Psychotherapy and Psychosomatics, Germany
| | - Birgit Möller
- University Medical Center Hamburg-Eppendorf, Department of Child Adolescent Psychiatry, Psychotherapy and Psychosomatics, Germany
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Araújo AX, Berger W, Coutinho ESF, Marques-Portella C, Luz MP, Cabizuca M, Fiszman A, Figueira I, Mendlowicz MV. Comorbid depressive symptoms in treatment-seeking PTSD outpatients affect multiple domains of quality of life. Compr Psychiatry 2014; 55:56-63. [PMID: 24183887 DOI: 10.1016/j.comppsych.2013.09.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2013] [Revised: 08/22/2013] [Accepted: 09/03/2013] [Indexed: 11/25/2022] Open
Abstract
PURPOSE No study has examined the impact of the comorbid Axis I conditions on the quality of life (QoL) of patients with a primary diagnosis of PTSD. Our goal was to investigate the influence of comorbid disorders on the QoL of treatment-seeking outpatients with PTSD. METHODS The diagnoses of PTSD and of the comorbid disorders were established using the SCID-I. The 54 volunteers also completed the Posttraumatic Stress Disorder Checklist - Civilian Version, the BDI, the BAI, the Trauma History Questionnaire, and a socio-demographic questionnaire. Quality of life was assessed by means of the WHOQOL-BREF, a 26-item self-administered scale that measures four domains of QoL: psychological, physical, social, and environmental. Multiple linear regression models were fitted to investigate the relationship between the severity of post-traumatic, mood, and anxiety symptoms; the presence of specific current comorbid disorders and of psychotic symptoms, the number of current comorbid conditions, and a history of child abuse for each of the four domains of QoL, after adjusting for the effect of socio-demographic characteristics. RESULTS The severity of PTSD symptoms impacted negatively on the psychological and physical domains. The severity of depressive symptoms correlated negatively with QoL in all domains, independently of sex, age, occupation, and marital status. The psychotic symptoms impacted negatively on the environmental domain. A history of child abuse was negatively associated with the psychological and the social domains. CONCLUSIONS The severity of comorbid depressive symptoms is one of the most important factors in the determination of the QoL in patients with PTSD.
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Affiliation(s)
- A X Araújo
- Department of Psychiatry and Mental Health, Universidade Federal Fluminense (MSM-UFF), Rua Marquês do Paraná, 303-3° andar do Prédio Anexo, Niterói, RJ, Brazil; Institute of Psychiatry, Universidade Federal do Rio de Janeiro (IPUB-UFRJ), Avenida Venceslau Brás, 71 fundos, Rio de Janeiro, RJ, Brazil
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Horovitz M, Shear S, Mancini LM, Pellerito VM. The relationship between Axis I psychopathology and quality of life in adults with mild to moderate intellectual disability. RESEARCH IN DEVELOPMENTAL DISABILITIES 2014; 35:137-143. [PMID: 24200228 DOI: 10.1016/j.ridd.2013.10.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2013] [Accepted: 10/01/2013] [Indexed: 06/02/2023]
Abstract
Individuals with intellectual disability are at risk for impaired quality of life (QOL) compared to the general population. Little is known, however, about factors that may affect QOL in those with intellectual disability. The current study examined the role that Axis I psychopathology plays in the QOL of 138 adults with moderate to borderline intellectual disability. Scores on the Quality of Life Questionnaire (QOL-Q) were compared between those with a Psychotic Disorder, those with a Mood/Anxiety Disorder, and those with no Axis I diagnosis. Additionally, the effects of number of Axis I diagnoses was explored. Those with no Axis I diagnosis were found to have significantly higher QOL-Q scores than those in either diagnostic group. No significant differences were found between the two diagnostic groups. Additionally, those with no Axis I diagnosis were found to have significantly higher QOL-Q scores than those presenting with two or more Axis I diagnoses. The results and their implications are discussed.
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Peay HL, Rosenstein DL, Biesecker BB. Adaptation to bipolar disorder and perceived risk to children: a survey of parents with bipolar disorder. BMC Psychiatry 2013; 13:327. [PMID: 24294897 PMCID: PMC3879194 DOI: 10.1186/1471-244x-13-327] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2012] [Accepted: 11/12/2013] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Bipolar disorder (BPD) is a common condition associated with significant morbidity and reduced quality of life. In addition to challenges caused by their mood symptoms, parents affected with BPD harbor concerns about the mental health of their children. Among adult parents who perceive themselves to have BPD, this study aims to examine participants' coping methods; identify predictors of adaptation; assess parental perceptions of risks for mood disorders among their children; and describe the relationships among illness appraisals, coping, adaptation to one's own illness, and perceived risk to one's children. METHODS Parents who self-identified as having BPD completed a web-based survey that assessed dispositional optimism, coping, perceived illness severity, perceived etiology of BPD, perceived risk to offspring, and adaptation to BPD. Participants had at least one unaffected child who was 30 years of age or below. RESULTS 266 parents were included in the analysis. 87% of parents endorsed a "somewhat greater" or "much greater" risk for mood disorders in one's child(ren) than someone without a family history. Endorsing a genetic/familial etiology to BPD was positively correlated with perceived risk for mood disorders in children (rs = .3, p < 0.01) and active coping with BDP (r = .2, p < 0.01). Increased active coping (β = 0.4, p < 0.001) and dispositional optimism (β = 0.3, p < 0.001) were positively associated with better adaptation, while using denial coping was negatively associated with adaptation (β = -0.3, p < 0.001). The variables explained 55.2% of the variance in adaptation (F = 73.2, p < 0.001). Coping mediated the effect of perceived illness severity on adaptation. CONCLUSIONS These data inform studies of interventions that extend beyond symptom management and aim to improve the psychological wellbeing of parents with BPD. Interventions targeted at illness perceptions and those aimed at enhancing coping should be studied for positive effects on adaptation. Parents with BPD may benefit from genetic counseling to promote active coping with their condition, and manage worry about perceived risk to their children.
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Affiliation(s)
- Holly L Peay
- Social and Behavioral Research Branch, National Human Genome Research Institute NHGRI, Building 31 Room B1B36 31 Center Drive MSC 2073, Bethesda, MD 20892, USA.
| | - Donald L Rosenstein
- Department of Psychiatry and Comprehensive Cancer Support Program, University of North Carolina at Chapel Hill, Physicians Office Building, Room 3134, Chapel Hill, NC 27599, USA
| | - Barbara B Biesecker
- Social and Behavioral Research Branch, National Human Genome Research Institute NHGRI, Building 31 Room B1B36 31 Center Drive MSC 2073, Bethesda, MD 20892, USA
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15
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The MAOA gene predicts happiness in women. Prog Neuropsychopharmacol Biol Psychiatry 2013; 40:122-5. [PMID: 22885141 PMCID: PMC6299830 DOI: 10.1016/j.pnpbp.2012.07.018] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2012] [Revised: 07/24/2012] [Accepted: 07/28/2012] [Indexed: 11/22/2022]
Abstract
Psychologists, quality of life and well-being researchers have grown increasingly interested in understanding the factors that are associated with human happiness. Although twin studies estimate that genetic factors account for 35-50% of the variance in human happiness, knowledge of specific genes is limited. However, recent advances in molecular genetics can now provide a window into neurobiological markers of human happiness. This investigation examines association between happiness and monoamine oxidase A (MAOA) genotype. Data were drawn from a longitudinal study of a population-based cohort, followed for three decades. In women, low expression of MAOA (MAOA-L) was related significantly to greater happiness (0.261 SD increase with one L-allele, 0.522 SD with two L-alleles, P=0.002) after adjusting for the potential effects of age, education, household income, marital status, employment status, mental disorder, physical health, relationship quality, religiosity, abuse history, recent negative life events and self-esteem use in linear regression models. In contrast, no such association was found in men. This new finding may help explain the gender difference on happiness and provide a link between MAOA and human happiness.
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Luca M, Prossimo G, Messina V, Luca A, Romeo S, Calandra C. Epidemiology and treatment of mood disorders in a day hospital setting from 1996 to 2007: an Italian study. Neuropsychiatr Dis Treat 2013; 9:169-76. [PMID: 23412988 PMCID: PMC3572759 DOI: 10.2147/ndt.s39227] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2013] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND THE PRESENT STUDY AIMED: to assess prescribing patterns in the treatment of major depression, bipolar disorder type I, cyclothymia, and dysthymia from 1996 to 2007 in a day hospital setting; to evaluate the prevalence of the above-mentioned mood disorders and gender distribution; and to relate familiality, comorbidity, and marital status to each diagnosis. METHODS Medical records for 777 day hospital patients with a diagnosis of major depression, bipolar disorder type I, cyclothymia, or dysthymia were grouped into two 6-year periods so as to compare the prescribing patterns of tricyclic antidepressants, selective serotonin reuptake inhibitors, noradrenergic reuptake inhibitors, serotonin and norepinephrine reuptake inhibitors, noradrenergic and specific serotonergic antidepressants, first-generation antipsychotics, second-generation antipsychotics, and mood stabilizers. Gender, prevalence, familiality, comorbidity, and marital status were related to each diagnosis. RESULTS The most common mood disorder, with a female preponderance, was major depression, regardless of marital status. High percentages of familiality and comorbidity were found for major depression, while a reduction was found in the utilization of tricyclic antidepressants. There was no statistically significant difference in rates of prescription of selective serotonin reuptake inhibitors and noradrenergic reuptake inhibitors, but some irregularities were found upon evaluating each diagnosis (eg, increased utilization of these agents in dysthymia and major depression, respectively). There was an increase in prescriptions for serotonin and norepinephrine reuptake inhibitors, but no marked differences in utilization of noradrenergic and specific serotonergic antidepressants, which remained basically low. There was no significant difference in prescribing of first-generation antipsychotic agents, although a reduction was found. There was a significant increase in utilization of second-generation antipsychotics and mood stabilizers. CONCLUSION Our epidemiological findings are consistent with data reported in the literature regarding the high prevalence of major depression among the mood disorders, as well as the impact of familiality and comorbidity. Analysis of prescribing patterns for antidepressants, antipsychotics, and mood stabilizers in the treatment of mood disorders shows a shift from older to newer drugs, and wider use of mood stabilizers.
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Affiliation(s)
- Maria Luca
- Department of Medical and Surgery Specialties, Psychiatry Unit, University Hospital Policlinico-Vittorio Emanuele, Catania, Sicily, Italy
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Gard TL, Hoover DR, Shi Q, Cohen MH, Mutimura E, Adedimeji AA, Anastos K. The impact of HIV status, HIV disease progression, and post-traumatic stress symptoms on the health-related quality of life of Rwandan women genocide survivors. Qual Life Res 2012; 22:2073-84. [PMID: 23271207 DOI: 10.1007/s11136-012-0328-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/22/2012] [Indexed: 11/29/2022]
Abstract
PURPOSE We examined whether established associations between HIV disease and HIV disease progression on worse health-related quality of life (HQOL) were applicable to women with severe trauma histories, in this case Rwandan women genocide survivors, the majority of whom were HIV-infected. Additionally, this study attempted to clarify whether post-traumatic stress symptoms were uniquely associated with HQOL or confounded with depression. METHODS The Rwandan Women's Interassociation Study and Assessment was a longitudinal prospective study of HIV-infected and uninfected women. At study entry, 922 women (705 HIV+ and 217 HIV-) completed measures of symptoms of post-traumatic stress and HQOL as well as other demographic, clinical, and behavioral characteristics. RESULTS Even after controlling for potential confounders and mediators, HIV+ women, in particular those with the lowest CD4 counts, scored significantly worse on HQOL and overall quality of life (QOL) than did HIV- women. Even after controlling for depression and HIV disease progression, women with more post-traumatic stress symptoms scored worse on HQOL and overall QOL than women with fewer post-traumatic stress symptoms. CONCLUSIONS This study demonstrated that post-traumatic stress symptoms were independently associated with HQOL and overall QOL, independent of depression and other confounders or potential mediators. Future research should examine whether the long-term impact of treatment on physical and psychological symptoms of HIV and post-traumatic stress symptoms would generate improvement in HQOL.
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Affiliation(s)
- Tracy L Gard
- Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, NY, USA,
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Kyutoku Y, Tada R, Umeyama T, Harada K, Kikuchi S, Watanabe E, Liegey-Dougall A, Dan I. Cognitive and psychological reactions of the general population three months after the 2011 Tohoku earthquake and tsunami. PLoS One 2012; 7:e31014. [PMID: 22347421 PMCID: PMC3275613 DOI: 10.1371/journal.pone.0031014] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2011] [Accepted: 12/29/2011] [Indexed: 11/26/2022] Open
Abstract
Background The largest earthquake on record in Japan (magnitude 9.0) occurred on March 11, 2011, and the subsequent tsunami devastated the Pacific coast of Northern Japan. These further triggered the Fukushima I nuclear power plant accidents. Such a hugely complex disaster inevitably has negative psychological effects on general populations as well as on the direct victims. While previous disaster studies enrolled descriptive approaches focusing on direct victims, the structure of the psychological adjustment process of people from the general population has remained uncertain. The current study attempted to establish a path model that sufficiently reflects the early psychological adaptation process of the general population to large-scale natural disasters. Methods and Findings Participants from the primary disaster area (n = 1083) and other areas (n = 2372) voluntarily participated in an online questionnaire study. By constructing path models using a structural equation model procedure (SEM), we examined the structural relationship among psychological constructs known related to disasters. As post-traumatic stress symptoms (PTS) were significantly more present in people in the primarily affected area than in those in secondary- or non-affected areas, the path models were constructed for the primary victims. The parsimoniously depicted model with the best fit was achieved for the psychological-adjustment centered model with quality of life (QoL) as a final outcome. Conclusion The paths to QoL via negative routes (from negative cognitive appraisal, PTS, and general stress) were dominant, suggesting the importance of clinical intervention for reducing negative cognitive appraisal, and for caring for general stress and PTS to maintain QoL at an early stage of psychological adaptation to a disaster. The model also depicted the presence of a positive route where positive cognitive appraisal facilitates post-traumatic growth (PTG) to achieve a higher QoL, suggesting the potential importance of positive psychological preventive care for unexpected natural disasters.
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Affiliation(s)
- Yasushi Kyutoku
- Functional Brain Science Laboratory, Center for Development of Advanced Medical Technology, Jichi Medical University, Tochigi, Japan.
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Zaetta C, Santonastaso P, Favaro A. Long-term physical and psychological effects of the Vajont disaster. Eur J Psychotraumatol 2011; 2:EJPT-2-8454. [PMID: 22893826 PMCID: PMC3402158 DOI: 10.3402/ejpt.v2i0.8454] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2011] [Revised: 09/18/2011] [Accepted: 09/20/2011] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Few studies to date investigated the long-term consequences of disasters on physical health. OBJECTIVE The aim of the present report was to study the consequence on physical health of exposure to the Vajont disaster after 40 years. We also explored the effects of severity of trauma, posttraumatic stress disorder (PTSD), and major depression disorder on physical health and health-related quality of life. METHOD Sixty survivors of the Vajont disaster and 48 control subjects of similar gender, education, and age participated in the study. Physician-reported and subjective measures of physical health have been employed. RESULTS Survivors reported a greater number of physical complaints than controls (p<0.001), and some type of diseases showed a significant relationship with PTSD or PTSD symptoms. Quality of life differed between the two groups as regards the perception of physical health. The number of intrusive PTSD symptoms showed a significant negative effect on the quality of life of survivors. CONCLUSIONS Our study shows that large-scale disasters such as the Vajont one may have deleterious effects on both psychological and physical health.
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