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      Association between physical multimorbidity and common mental health disorders in rural and urban Malawian settings: Preliminary findings from Healthy Lives Malawi long-term conditions survey

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          Abstract

          In low-income Africa, the epidemiology of physical multimorbidity and associated mental health conditions is not well described. We investigated the multimorbidity burden, disease combinations, and relationship between physical multimorbidity and common mental health disorders in rural and urban Malawi using early data from 9,849 adults recruited to an on-going large cross-sectional study on long-term conditions, initiated in 2021. Multimorbidity was defined as having two or more measured (diabetes, hypertension) or self-reported (diabetes, hypertension, disability, chronic pain, HIV, asthma, stroke, heart disease, and epilepsy) conditions. Depression and anxiety symptoms were measured using the 9-item Patient Health Questionnaire (PHQ-9) and the 7-item General Anxiety Disorder scale (GAD-7) and defined by the total score (range 0–27 and 0–21, respectively). We determined age-standardized multimorbidity prevalence and condition combinations. Additionally, we used multiple linear regression models to examine the association between physical multimorbidity and depression and anxiety symptom scores. Of participants, 81% were rural dwelling, 56% were female, and the median age was 30 years (Inter Quartile Range 21–43). The age-standardized urban and rural prevalence of multimorbidity was 14.1% (95% CI, 12.5–15.8%) and 12.2% (95% CI, 11.6–12.9%), respectively. In adults with two conditions, hypertension, and disability co-occurred most frequently (18%), and in those with three conditions, hypertension, disability, and chronic pain were the most common combination (23%). Compared to adults without physical conditions, having one ( B-Coefficient ( B) 0.79; 95% C1 0.63–0.94%), two- ( B 1.36; 95% CI 1.14–1.58%), and three- or more- physical conditions ( B 2.23; 95% CI 1.86–2.59%) were associated with increasing depression score, p-trend <0.001. A comparable ‘dose-response’ relationship was observed between physical multimorbidity and anxiety symptom scores. While the direction of observed associations cannot be determined with these cross-sectional data, our findings highlight the burden of multimorbidity and the need to integrate mental and physical health service delivery in Malawi.

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          A brief measure for assessing generalized anxiety disorder: the GAD-7.

          Generalized anxiety disorder (GAD) is one of the most common mental disorders; however, there is no brief clinical measure for assessing GAD. The objective of this study was to develop a brief self-report scale to identify probable cases of GAD and evaluate its reliability and validity. A criterion-standard study was performed in 15 primary care clinics in the United States from November 2004 through June 2005. Of a total of 2740 adult patients completing a study questionnaire, 965 patients had a telephone interview with a mental health professional within 1 week. For criterion and construct validity, GAD self-report scale diagnoses were compared with independent diagnoses made by mental health professionals; functional status measures; disability days; and health care use. A 7-item anxiety scale (GAD-7) had good reliability, as well as criterion, construct, factorial, and procedural validity. A cut point was identified that optimized sensitivity (89%) and specificity (82%). Increasing scores on the scale were strongly associated with multiple domains of functional impairment (all 6 Medical Outcomes Study Short-Form General Health Survey scales and disability days). Although GAD and depression symptoms frequently co-occurred, factor analysis confirmed them as distinct dimensions. Moreover, GAD and depression symptoms had differing but independent effects on functional impairment and disability. There was good agreement between self-report and interviewer-administered versions of the scale. The GAD-7 is a valid and efficient tool for screening for GAD and assessing its severity in clinical practice and research.
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            The PHQ-9: validity of a brief depression severity measure.

            While considerable attention has focused on improving the detection of depression, assessment of severity is also important in guiding treatment decisions. Therefore, we examined the validity of a brief, new measure of depression severity. The Patient Health Questionnaire (PHQ) is a self-administered version of the PRIME-MD diagnostic instrument for common mental disorders. The PHQ-9 is the depression module, which scores each of the 9 DSM-IV criteria as "0" (not at all) to "3" (nearly every day). The PHQ-9 was completed by 6,000 patients in 8 primary care clinics and 7 obstetrics-gynecology clinics. Construct validity was assessed using the 20-item Short-Form General Health Survey, self-reported sick days and clinic visits, and symptom-related difficulty. Criterion validity was assessed against an independent structured mental health professional (MHP) interview in a sample of 580 patients. As PHQ-9 depression severity increased, there was a substantial decrease in functional status on all 6 SF-20 subscales. Also, symptom-related difficulty, sick days, and health care utilization increased. Using the MHP reinterview as the criterion standard, a PHQ-9 score > or =10 had a sensitivity of 88% and a specificity of 88% for major depression. PHQ-9 scores of 5, 10, 15, and 20 represented mild, moderate, moderately severe, and severe depression, respectively. Results were similar in the primary care and obstetrics-gynecology samples. In addition to making criteria-based diagnoses of depressive disorders, the PHQ-9 is also a reliable and valid measure of depression severity. These characteristics plus its brevity make the PHQ-9 a useful clinical and research tool.
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              The PHQ-9

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Project administrationRole: SupervisionRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: MethodologyRole: Project administrationRole: Writing – review & editing
                Role: MethodologyRole: Project administrationRole: Writing – review & editing
                Role: MethodologyRole: Project administrationRole: Writing – review & editing
                Role: MethodologyRole: Project administrationRole: Writing – review & editing
                Role: MethodologyRole: Project administrationRole: Writing – review & editing
                Role: MethodologyRole: Project administrationRole: Writing – review & editing
                Role: MethodologyRole: Project administrationRole: Writing – review & editing
                Role: MethodologyRole: Project administrationRole: Writing – review & editing
                Role: Data curationRole: MethodologyRole: Writing – review & editing
                Role: MethodologyRole: Project administrationRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: Writing – original draftRole: Writing – review & editing
                Role: Editor
                Journal
                PLOS Glob Public Health
                PLOS Glob Public Health
                plos
                PLOS Global Public Health
                Public Library of Science (San Francisco, CA USA )
                2767-3375
                4 April 2024
                2024
                : 4
                : 4
                : e0002955
                Affiliations
                [1 ] Malawi Epidemiology and Intervention Research Unit, Lilongwe, Malawi
                [2 ] School of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom
                [3 ] Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
                [4 ] Department of Parasitology, Leiden University Medical Centre, Leiden, The Netherlands
                [5 ] Division of Psychiatry, Centre for Clinical Brain Sciences, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, United Kingdom
                University of the Witwatersrand, SOUTH AFRICA
                Author notes

                The authors have declared that no competing interests exist.

                Author information
                https://orcid.org/0000-0001-6984-2247
                https://orcid.org/0000-0003-2615-1790
                https://orcid.org/0009-0007-5132-125X
                https://orcid.org/0000-0001-6079-0663
                https://orcid.org/0000-0002-3891-3337
                Article
                PGPH-D-23-02092
                10.1371/journal.pgph.0002955
                10994288
                38574079
                786860da-607d-4762-8b09-24d289824aee
                © 2024 Nkoka et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 19 October 2023
                : 3 February 2024
                Page count
                Figures: 2, Tables: 2, Pages: 18
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/100010269, Wellcome Trust;
                Award ID: 217073/Z/19/Z
                Award Recipient :
                This work is supported by the Wellcome Trust, awarded to ACC (217073/Z/19/Z). The funder has no involvement in the study design, data collection, analysis, decision to publish, or the preparation of the manuscript. All aspects of the research have been conducted independently and are solely the responsibility of the authors.
                Categories
                Research Article
                Medicine and Health Sciences
                Mental Health and Psychiatry
                Medicine and Health Sciences
                Mental Health and Psychiatry
                Mood Disorders
                Depression
                People and Places
                Geographical Locations
                Africa
                Malawi
                Medicine and Health Sciences
                Clinical Medicine
                Signs and Symptoms
                Pain
                Medicine and Health Sciences
                Endocrinology
                Endocrine Disorders
                Diabetes Mellitus
                Medicine and Health Sciences
                Medical Conditions
                Metabolic Disorders
                Diabetes Mellitus
                Social Sciences
                Economics
                Economic Geography
                Low and Middle Income Countries
                Earth Sciences
                Geography
                Economic Geography
                Low and Middle Income Countries
                Medicine and health sciences
                Epidemiology
                HIV epidemiology
                Medicine and Health Sciences
                Public and Occupational Health
                Behavioral and Social Aspects of Health
                Custom metadata
                The anonymized data relevant to this study can be obtained by submitting a reasonable request to the Malawi Epidemiology and Intervention Research Unit. For data inquiries, please contact info@ 123456meiru.mw , quoting the title of this paper.

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