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Wu Y, Levis B, Daray FM, Ioannidis JPA, Patten SB, Cuijpers P, Ziegelstein RC, Gilbody S, Fischer FH, Fan S, Sun Y, He C, Krishnan A, Neupane D, Bhandari PM, Negeri Z, Riehm KE, Rice DB, Azar M, Yan XW, Imran M, Chiovitti MJ, Boruff JT, McMillan D, Kloda LA, Markham S, Henry M, Ismail Z, Loiselle CG, Mitchell ND, Al-Adawi S, Beck KR, Beraldi A, Bernstein CN, Boye B, Büel-Drabe N, Bunevicius A, Can C, Carter G, Chen CK, Cheung G, Clover K, Conroy RM, Costa-Requena G, Cukor D, Dabscheck E, De Souza J, Downing M, Feinstein A, Ferentinos PP, Flint AJ, Gallagher P, Gandy M, Grassi L, Härter M, Hernando A, Jackson ML, Jenewein J, Jetté N, Julião M, Kjærgaard M, Köhler S, König HH, Krishna LKR, Lee Y, Löbner M, Loosman WL, Love AW, Löwe B, Malt UF, Marrie RA, Massardo L, Matsuoka Y, Mehnert A, Michopoulos I, Misery L, Nelson CJ, Ng CG, O'Donnell ML, O'Rourke SJ, Öztürk A, Pabst A, Pasco JA, Peceliuniene J, Pintor L, Ponsford JL, Pulido F, Quinn TJ, Reme SE, Reuter K, Riedel-Heller SG, Rooney AG, Sánchez-González R, Saracino RM, Schellekens MPJ, Scherer M, Benedetti A, Thombs BD, Et Al. Comparison of the accuracy of the 7-item HADS Depression subscale and 14-item total HADS for screening for major depression: A systematic review and individual participant data meta-analysis. Psychol Assess 2023; 35:95-114. [PMID: 36689386 DOI: 10.1037/pas0001181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The seven-item Hospital Anxiety and Depression Scale Depression subscale (HADS-D) and the total score of the 14-item HADS (HADS-T) are both used for major depression screening. Compared to the HADS-D, the HADS-T includes anxiety items and requires more time to complete. We compared the screening accuracy of the HADS-D and HADS-T for major depression detection. We conducted an individual participant data meta-analysis and fit bivariate random effects models to assess diagnostic accuracy among participants with both HADS-D and HADS-T scores. We identified optimal cutoffs, estimated sensitivity and specificity with 95% confidence intervals, and compared screening accuracy across paired cutoffs via two-stage and individual-level models. We used a 0.05 equivalence margin to assess equivalency in sensitivity and specificity. 20,700 participants (2,285 major depression cases) from 98 studies were included. Cutoffs of ≥7 for the HADS-D (sensitivity 0.79 [0.75, 0.83], specificity 0.78 [0.75, 0.80]) and ≥15 for the HADS-T (sensitivity 0.79 [0.76, 0.82], specificity 0.81 [0.78, 0.83]) minimized the distance to the top-left corner of the receiver operating characteristic curve. Across all sets of paired cutoffs evaluated, differences of sensitivity between HADS-T and HADS-D ranged from -0.05 to 0.01 (0.00 at paired optimal cutoffs), and differences of specificity were within 0.03 for all cutoffs (0.02-0.03). The pattern was similar among outpatients, although the HADS-T was slightly (not nonequivalently) more specific among inpatients. The accuracy of HADS-T was equivalent to the HADS-D for detecting major depression. In most settings, the shorter HADS-D would be preferred. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Yin Wu
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Brooke Levis
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Federico M Daray
- Institute of Pharmacology, School of Medicine, University of Buenos Aires
| | | | - Scott B Patten
- Department of Community Health Sciences, University of Calgary
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit
| | | | - Simon Gilbody
- Department of Health Sciences, Hull York Medical School, University of York
| | - Felix H Fischer
- Department of Psychosomatic Medicine, Charité-Universitätsmedizin Berlin
| | - Suiqiong Fan
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Ying Sun
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Chen He
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Ankur Krishnan
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Dipika Neupane
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | | | - Zelalem Negeri
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Kira E Riehm
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Danielle B Rice
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Marleine Azar
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Xin Wei Yan
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Mahrukh Imran
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | | | - Jill T Boruff
- Schulich Library of Physical Sciences, Life Sciences, and Engineering, McGill University
| | - Dean McMillan
- Department of Health Sciences, Hull York Medical School, University of York
| | | | - Sarah Markham
- Department of Biostatistics and Health Informatics, King's College London
| | - Melissa Henry
- Lady Davis Institute for Medical Research, Jewish General Hospital
| | - Zahinoor Ismail
- Hotchkiss Brain Institute and O'Brien Institute for Public Health, University of Calgary
| | | | | | - Samir Al-Adawi
- Department of Behavioural Medicine, College of Medicine & Health Sciences, Sultan Qaboos University
| | - Kevin R Beck
- Department of Psychiatry, Singapore General Hospital, Singapore
| | - Anna Beraldi
- kbo Lech-Mangfall-Klinik für Psychatrie, Psychotherapie und Psychsomatik, Garmisch-Partenkirchen
| | | | - Birgitte Boye
- Department of Behavioural Medicine, University of Oslo
| | | | | | - Ceyhun Can
- Adana City Training and Research Hospital
| | - Gregory Carter
- School of Medicine and Public Health, University of Newcastle
| | - Chih-Ken Chen
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Chang Gung University College of Medicine
| | - Gary Cheung
- Department of Psychological Medicine, University of Auckland
| | - Kerrie Clover
- Centre for Brain and Mental Health Research, University of Newcastle
| | - Ronán M Conroy
- Division of Population Health Sciences, Royal College of Surgeons in Ireland
| | - Gema Costa-Requena
- Department of Psychiatry, Clinical Psychology, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Centro de Investigacióo Biomédica en Red de Salud Mental
| | | | | | | | | | | | - Panagiotis P Ferentinos
- 2nd Department of Psychiatry, Attikon General Hospital, National and Kapodistrian University of Athens
| | | | | | - Milena Gandy
- The School of Psychological Sciences, Macquarie University
| | - Luigi Grassi
- Department of Neuroscience and Rehabilitation, Institute of Psychiatry, University of Ferrara
| | - Martin Härter
- Department of Medical Psychology, University Medical Center Hamburg, University of Hamburg
| | | | | | - Josef Jenewein
- Department of Medical Psychology and Psychotherapy, Medical University of Graz
| | - Nathalie Jetté
- Department of Neurology, Icahn School of Medicine at Mount Sinai
| | - Miguel Julião
- Equipa Comunitária de Suporte em Cuidados Paliativos de Sintra
| | - Marie Kjærgaard
- Endocrinology Research Group, Medical Clinic, University Hospital of North Norway
| | - Sebastian Köhler
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University
| | - Hans-Helmut König
- Department of Health Economics and Health Services Research, University Medical Center Hamburg-Eppendorf
| | | | - Yu Lee
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine
| | - Margrit Löbner
- Institute of Social Medicine, Occupational Health and Public Health, University of Leipzig
| | | | | | - Bernd Löwe
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center Hamburg-Eppendorf
| | - Ulrik F Malt
- Department of Research and Education Division of Surgery and Clinical Neuroscience, University of Oslo
| | - Ruth Ann Marrie
- Department of Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba
| | - Loreto Massardo
- Centro de Biología Celular y Biomedicina, Facultad de Medicina y Ciencia, Universidad San Sebastián
| | - Yutaka Matsuoka
- Division of Health Care Research, Center for Public Health Sciences, National Cancer Center
| | - Anja Mehnert
- Department of Medical Psychology and Medical Sociology, University of Leipzig
| | - Ioannis Michopoulos
- 2nd Department of Psychiatry, Attikon General Hospital, National and Kapodistrian University of Athens
| | | | - Christian J Nelson
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center
| | - Chong Guan Ng
- Department of Psychological Medicine, Faculty of Medicine, University of Malaya
| | | | | | | | - Alexander Pabst
- Institute of Social Medicine, Occupational Health and Public Health, Medical Faculty, University of Leipzig
| | - Julie A Pasco
- The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Deakin University
| | - Jurate Peceliuniene
- Faculty of Medicine, Clinic of Internal Diseases, Family Medicine and Oncology, Vilnius University
| | - Luis Pintor
- Instituto de Investigaciones Biomédicas Augusto Pi i Sunyer
| | | | | | - Terence J Quinn
- Institute of Cardiovascular and Medical Sciences, University of Glasgow
| | - Silje E Reme
- Department of Psychology, Faculty of Social Sciences, University of Oslo
| | - Katrin Reuter
- Private Practice for Psychotherapy and Psycho-oncology, Freiburg, Baden-Württemberg
| | - Steffi G Riedel-Heller
- Institute of Social Medicine, Occupational Health and Public Health, Medical Faculty, University of Leipzig
| | | | - Roberto Sánchez-González
- Department of Psychiatry, Institut de Neuropsiquiatria i Addiccions, Centre Emili Mira, Parc de Salut Mar
| | - Rebecca M Saracino
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center
| | | | - Martin Scherer
- Institute of Primary Medical Care, University Medical Center Hamburg-Eppendorf
| | - Andrea Benedetti
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University
| | - Brett D Thombs
- Lady Davis Institute for Medical Research, Jewish General Hospital
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