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Fekadu A, Demissie M, Birhane R, Medhin G, Bitew T, Hailemariam M, Minaye A, Habtamu K, Milkias B, Petersen I, Patel V, Cleare AJ, Mayston R, Thornicroft G, Alem A, Hanlon C, Prince M. Under detection of depression in primary care settings in low and middle-income countries: a systematic review and meta-analysis. Syst Rev 2022; 11:21. [PMID: 35123556 PMCID: PMC8818168 DOI: 10.1186/s13643-022-01893-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 01/25/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Depression is one of the commonest mental disorders in primary care but is poorly identified. The objective of this review was to determine the level of detection of depression by primary care clinicians and its determinants in studies from low- to middle-income countries (LMICs). METHODS A systematic review and meta-analysis was conducted using PubMed, PsycINFO, MEDLINE, EMBASE, LILAC, and AJOL with no restriction of year of publication. Risk of bias within studies was evaluated with the Effective Public Health Practice Project (EPHPP). "Gold standard" diagnosis for the purposes of this review was based on the 9-item Patient Health Questionnaire (PHQ-9; cutoff scores of 5 and 10), other standard questionnaires and interview scales or expert diagnosis. Meta-analysis was conducted excluding studies on special populations. Analyses of pooled data were stratified by diagnostic approaches. RESULTS A total of 3159 non-duplicate publications were screened. Nine publications, 2 multi-country studies, and 7 single-country studies, making 12 country-level reports, were included. Overall methodological quality of the studies was good. Depression detection was 0.0% in four of the twelve reports and < 12% in another five. PHQ-9 was the main tool used: the pooled detection in two reports that used PHQ-9 at a cutoff point of 5 (combined sample size = 1426) was 3.9% (95% CI = 2.3%, 5.5%); in four reports that used PHQ-9 cutoff score of 10 (combined sample size = 5481), the pooled detection was 7.0% (95% CI = 3.9%, 10.2%). Severity of depression and suicidality were significantly associated with detection. CONCLUSIONS While the use of screening tools is an important limitation, the extremely low detection of depression by primary care clinicians poses a serious threat to scaling up mental healthcare in LMICs. Interventions to improve detection should be prioritized. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42016039704 .
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Affiliation(s)
- Abebaw Fekadu
- Centre for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), Addis Ababa University, Addis Ababa, Ethiopia. .,Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia. .,Department of Global Health & Infection, Brighton and Sussex Medical School, Brighton, UK. .,Center for Affective Disorders, Institute of Psychiatry, Psychology and Neuroscience, Department of Psychological Medicine, King's College London, London, UK.
| | - Mekdes Demissie
- Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Rahel Birhane
- Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Girmay Medhin
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia
| | - Tesera Bitew
- Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.,Debremarkos University, Debremarkos, Ethiopia
| | - Maji Hailemariam
- Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.,Division of Public Health, College of Human Medicine, Michigan State University, Flint, MI, USA
| | - Abebaw Minaye
- School of Psychology, College of Education and Behavioral Studies, Addis Ababa University, Addis Ababa, Ethiopia
| | - Kassahun Habtamu
- School of Psychology, College of Education and Behavioral Studies, Addis Ababa University, Addis Ababa, Ethiopia
| | - Barkot Milkias
- Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Inge Petersen
- Centre for Rural Health, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
| | - Vikram Patel
- Department of Global Health and Social Medicine, Harvard Medical School, Cambridge, MA, USA
| | - Anthony J Cleare
- Center for Affective Disorders, Institute of Psychiatry, Psychology and Neuroscience, Department of Psychological Medicine, King's College London, London, UK
| | - Rosie Mayston
- King's Global Health Institute, King's College London, NE Wing Bush House, 30 Aldwych, London, WC2B 4BJ, UK
| | - Graham Thornicroft
- Centre for Global Mental Health, King's College London, De Crespigny Park, London, SE5 8AF, UK.,Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, London, SE5 8AF, UK
| | - Atalay Alem
- Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Charlotte Hanlon
- Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.,Centre for Global Mental Health, King's College London, De Crespigny Park, London, SE5 8AF, UK
| | - Martin Prince
- King's Global Health Institute, King's College London, NE Wing Bush House, 30 Aldwych, London, WC2B 4BJ, UK.,Centre for Global Mental Health, King's College London, De Crespigny Park, London, SE5 8AF, UK
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Zhou T, Guan H, Wang L, Zhang Y, Rui M, Ma A. Health-Related Quality of Life in Patients With Different Diseases Measured With the EQ-5D-5L: A Systematic Review. Front Public Health 2021; 9:675523. [PMID: 34268287 PMCID: PMC8275935 DOI: 10.3389/fpubh.2021.675523] [Citation(s) in RCA: 93] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 05/24/2021] [Indexed: 01/04/2023] Open
Abstract
Background: The EQ-5D-5L is a generic preference-based questionnaire developed by the EuroQol Group to measure health-related quality of life (HRQoL) in 2005. Since its development, it has been increasingly applied in populations with various diseases and has been found to have good reliability and sensitivity. This study aimed to summarize the health utility elicited from EQ-5D-5L for patients with different diseases in cross-sectional studies worldwide. Methods: Web of Science, MEDLINE, EMBASE, and the Cochrane Library were searched from January 1, 2012, to October 31, 2019. Cross-sectional studies reporting utility values measured with the EQ-5D-5L in patients with any specific disease were eligible. The language was limited to English. Reference lists of the retrieved studies were manually searched to identify more studies that met the inclusion criteria. Methodological quality was assessed with the Agency for Health Research and Quality (AHRQ) checklist. In addition, meta-analyses were performed for utility values of any specific disease reported in three or more studies. Results: In total, 9,400 records were identified, and 98 studies met the inclusion criteria. In the included studies, 50 different diseases and 98,085 patients were analyzed. Thirty-five studies involving seven different diseases were included in meta-analyses. The health utility ranged from 0.31 to 0.99 for diabetes mellitus [meta-analysis random-effect model (REM): 0.83, (95% CI = 0.77–0.90); fixed-effect model (FEM): 0.93 (95% CI = 0.93–0.93)]; from 0.62 to 0.90 for neoplasms [REM: 0.75 (95% CI = 0.68–0.82); FEM: 0.80 (95% CI = 0.78–0.81)]; from 0.56 to 0.85 for cardiovascular disease [REM: 0.77 (95% CI = 0.75–0.79); FEM: 0.76 (95% CI = 0.75–0.76)]; from 0.31 to 0.78 for multiple sclerosis [REM: 0.56 (95% CI = 0.47–0.66); FEM: 0.67 (95% CI = 0.66–0.68)]; from 0.68 to 0.79 for chronic obstructive pulmonary disease [REM: 0.75 (95% CI = 0.71–0.80); FEM: 0.76 (95% CI = 0.75–0.77)] from 0.65 to 0.90 for HIV infection [REM: 0.84 (95% CI = 0.80–0.88); FEM: 0.81 (95% CI = 0.80–0.82)]; from 0.37 to 0.89 for chronic kidney disease [REM: 0.70 (95% CI = 0.48–0.92; FEM: 0.76 (95% CI = 0.74–0.78)]. Conclusions: EQ-5D-5L is one of the most widely used preference-based measures of HRQoL in patients with different diseases worldwide. The variation of utility values for the same disease was influenced by the characteristics of patients, the living environment, and the EQ-5D-5L value set. Systematic Review Registration: https://www.crd.york.ac.uk/PROSPERO/, identifier CRD42020158694.
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Affiliation(s)
- Ting Zhou
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
| | - Haijing Guan
- China Center for Health Economic Research, Peking University, Beijing, China
| | - Luying Wang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
| | - Yao Zhang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
| | - Mingjun Rui
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
| | - Aixia Ma
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
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Kirchberger I, Maleckar B, Meisinger C, Linseisen J, Schmauss M, Baumgärtner J. Long-term outcomes in patients with severe depression after in-hospital treatment - study protocol of the depression long-term Augsburg (DELTA) study. BMJ Open 2019; 9:e032507. [PMID: 31874880 PMCID: PMC7008442 DOI: 10.1136/bmjopen-2019-032507] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Revised: 11/26/2019] [Accepted: 12/03/2019] [Indexed: 01/01/2023] Open
Abstract
INTRODUCTION Depressive disorders are very common diseases entailing a great burden on affected people. However, comprehensive information on long-term disease course in patients with severe depression is lacking so far. The objectives of the DELTA study are to examine long-term outcomes and their predicting factors, to assess clinical response of antidepressant pharmacotherapy by applying therapeutic drug monitoring, to identify predictors of therapeutic non-response, to describe the long-term healthcare utilisation and to investigate the role of biomarkers in disease course. METHODS AND ANALYSIS A cohort study including all adult hospitalised cases (age range 18 to 75 years) of severe major depression who are admitted to the Bezirkskrankenhaus Augsburg is established. It is planned to include 300 patients. During the hospital stay, information is gathered through personal interview, self-administered questionnaires, cognitive tests and chart review. Furthermore, biomaterials are collected. After hospital discharge, patients are repeatedly re-examined over time (3, 6, 12, 24 and 36 months) to collect information about mortality, relapse, depression severity, health-related quality of life (HRQOL), perceived stigma, cognitive functions, diet, physical activity, treatment and healthcare utilisation. Follow-up blood samples are collected to determine therapeutic drug levels. The primary study aim is to investigate long-term therapeutic response, survival, relapse, HRQOL and cognitive functions. Survival time and time to relapse or re-hospitalisation will be analysed using Cox regression models. Changes of HRQOL, depressive symptoms and cognitive functions over time will be examined using generalised linear regression models for repeated measures or mixed models. Correlates of the disease course will be modelled using suitable generalised linear, mixed, estimating equation and growth curve models. ETHICS AND DISSEMINATION The study protocol was approved by the Ethics Committee of the Ludwig-Maximilians-Universität München (date of approval: 23 October 2017, reference number: 17-625). Study results will be presented at scientific conferences and published in peer-reviewed scientific journals.
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Affiliation(s)
- Inge Kirchberger
- Chair of Epidemiology at UNIKA-T, Ludwig-Maximilians-Universität München, Augsburg, Germany
| | - Barbara Maleckar
- Chair of Epidemiology at UNIKA-T, Ludwig-Maximilians-Universität München, Augsburg, Germany
- Department of Psychiatry, Psychotherapy and Psychosomatics of the University Augsburg, Bezirkskrankenhaus Augsburg, Augsburg, Germany
| | - Christine Meisinger
- Chair of Epidemiology at UNIKA-T, Ludwig-Maximilians-Universität München, Augsburg, Germany
| | - Jakob Linseisen
- Chair of Epidemiology at UNIKA-T, Ludwig-Maximilians-Universität München, Augsburg, Germany
- Independent Research Group Clinical Epidemiology, Helmholtz Zentrum München Deutsches Forschungszentrum für Umwelt und Gesundheit, Neuherberg, Germany
| | - Max Schmauss
- Department of Psychiatry, Psychotherapy and Psychosomatics of the University Augsburg, Bezirkskrankenhaus Augsburg, Augsburg, Germany
| | - Jessica Baumgärtner
- Department of Psychiatry, Psychotherapy and Psychosomatics of the University Augsburg, Bezirkskrankenhaus Augsburg, Augsburg, Germany
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Udo C, Svenningsson I, Björkelund C, Hange D, Jerlock M, Petersson E. An interview study of the care manager function-Opening the door to continuity of care for patients with depression in primary care. Nurs Open 2019; 6:974-982. [PMID: 31367421 PMCID: PMC6650652 DOI: 10.1002/nop2.277] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Revised: 02/13/2019] [Accepted: 03/12/2019] [Indexed: 12/11/2022] Open
Abstract
AIM To explore experiences among patients with depression of contact with a care manager at a primary care centre. DESIGN A qualitative explorative study. METHODS During spring and summer 2016, 20 individual face-to-face interviews were conducted with patients with experience of care manager contact. The material was analysed using systematic text condensation. RESULTS The participants described that having contact with a care manager was a support in their recovery process. Care became more available, and the structured continuous contact and the care manager's availability contributed to a trusting relationship. Having someone to share their burden with was a relief. However, it was described as negative when the care manager was perceived as inflexible and not open to issues that the participants felt a need to discuss. For the care manager contact to be successful, there is a need for flexibility and individually tailored contact.
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Affiliation(s)
- Camilla Udo
- School of Education, Health and Social StudiesDalarna UniversityFalunSweden
- Center for Clinical Research DalarnaDalarnaSweden
| | - Irene Svenningsson
- Department of Primary Health Care, Institute of MedicineThe Sahlgrenska Academy, University of GothenburgGothenburgSweden
- Närhälsan Research and Development, Primary Health Care RegionVästra GötalandSweden
| | - Cecilia Björkelund
- Department of Primary Health Care, Institute of MedicineThe Sahlgrenska Academy, University of GothenburgGothenburgSweden
| | - Dominique Hange
- Department of Primary Health Care, Institute of MedicineThe Sahlgrenska Academy, University of GothenburgGothenburgSweden
| | - Margareta Jerlock
- Department of Primary Health Care, Institute of MedicineThe Sahlgrenska Academy, University of GothenburgGothenburgSweden
| | - Eva‐Lisa Petersson
- Department of Primary Health Care, Institute of MedicineThe Sahlgrenska Academy, University of GothenburgGothenburgSweden
- Närhälsan Research and Development, Primary Health Care RegionVästra GötalandSweden
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Wang J, Zhou Y, Chen K, Jing Y, He J, Sun H, Hu X. Dietary inflammatory index and depression: a meta-analysis. Public Health Nutr 2019; 22:654-660. [PMID: 30319085 PMCID: PMC10260661 DOI: 10.1017/s1368980018002628] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2018] [Revised: 08/27/2018] [Accepted: 09/03/2018] [Indexed: 12/22/2022]
Abstract
OBJECTIVE The purpose of the present meta-analysis was to evaluate the association between the inflammatory potential of diet, determined by the dietary inflammatory index (DII®) score, and depression. DESIGN Systematic review and meta-analysis. SETTING A comprehensive literature search was conducted in PubMed, Web of Science and EMBASE databases up to August 2018. All observational studies that examined the association of the DII score with depression/depressive symptoms were included. SUBJECTS Four prospective cohorts and two cross-sectional studies enrolling a total of 49 584 subjects. RESULTS Overall, individuals in the highest DII v. the lowest DII category had a 23 % higher risk of depression (risk ratio (RR)=1·23; 95 % CI 1·12, 1·35). When stratified by study design, the pooled RR was 1·25 (95 % CI 1·12, 1·40) for the prospective cohort studies and 1·16 (95 % CI 0·96, 1·41) for the cross-sectional studies. Gender-specific analysis showed that this association was observed in women (RR=1·25; 95 % CI 1·09, 1·42) but was not statistically significant in men (RR=1·15; 95 % CI 0·83, 1·59). CONCLUSIONS The meta-analysis suggests that pro-inflammatory diet estimated by a higher DII score is independently associated with an increased risk of depression, particularly in women. However, more well-designed studies are needed to evaluate whether an anti-inflammatory diet can reduce the risk of depression.
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Affiliation(s)
- Jian Wang
- Department of Vascular and Thyroid Surgery, The First Affiliated Hospital, China Medical University, Shenyang110001, People’s Republic of China
| | - Yao Zhou
- Department of Vascular and Thyroid Surgery, The First Affiliated Hospital, China Medical University, Shenyang110001, People’s Republic of China
| | - Kang Chen
- Department of Vascular and Thyroid Surgery, The First Affiliated Hospital, China Medical University, Shenyang110001, People’s Republic of China
| | - Yuntian Jing
- Department of Vascular and Thyroid Surgery, The First Affiliated Hospital, China Medical University, Shenyang110001, People’s Republic of China
| | - Jiaan He
- Department of Vascular and Thyroid Surgery, The First Affiliated Hospital, China Medical University, Shenyang110001, People’s Republic of China
| | - Hongxiao Sun
- Department of Vascular and Thyroid Surgery, The First Affiliated Hospital, China Medical University, Shenyang110001, People’s Republic of China
| | - Xinhua Hu
- Department of Vascular and Thyroid Surgery, The First Affiliated Hospital, China Medical University, Shenyang110001, People’s Republic of China
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