Equivalency of the diagnostic accuracy of the PHQ-8 and PHQ-9: a systematic review and individual participant data meta-analysis

Item 9 of the Patient Health Questionnaire-9 (PHQ-9) queries about thoughts of death and self-harm, but not suicidality. Although it is sometimes used to assess suicide risk, most positive responses are not associated with suicidality. The PHQ-8, which omits Item 9, is thus increasingly used in rese...

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Published inPsychological medicine Vol. 50; no. 8; pp. 1368 - 1380
Main Authors Wu, Yin, Levis, Brooke, Riehm, Kira E., Saadat, Nazanin, Levis, Alexander W., Azar, Marleine, Rice, Danielle B., Boruff, Jill, Cuijpers, Pim, Gilbody, Simon, Ioannidis, John P.A., Kloda, Lorie A., McMillan, Dean, Patten, Scott B., Shrier, Ian, Ziegelstein, Roy C., Akena, Dickens H., Arroll, Bruce, Ayalon, Liat, Baradaran, Hamid R., Baron, Murray, Bombardier, Charles H., Butterworth, Peter, Carter, Gregory, Chagas, Marcos H., Chan, Juliana C. N., Cholera, Rushina, Conwell, Yeates, de Man-van Ginkel, Janneke M., Fann, Jesse R., Fischer, Felix H., Fung, Daniel, Gelaye, Bizu, Goodyear-Smith, Felicity, Greeno, Catherine G., Hall, Brian J., Harrison, Patricia A., Härter, Martin, Hegerl, Ulrich, Hides, Leanne, Hobfoll, Stevan E., Hudson, Marie, Hyphantis, Thomas, Inagaki, Masatoshi, Jetté, Nathalie, Khamseh, Mohammad E., Kiely, Kim M., Kwan, Yunxin, Lamers, Femke, Liu, Shen-Ing, Lotrakul, Manote, Loureiro, Sonia R., Löwe, Bernd, McGuire, Anthony, Mohd-Sidik, Sherina, Munhoz, Tiago N., Muramatsu, Kumiko, Osório, Flávia L., Patel, Vikram, Pence, Brian W., Persoons, Philippe, Picardi, Angelo, Reuter, Katrin, Rooney, Alasdair G., Santos, Iná S., Shaaban, Juwita, Sidebottom, Abbey, Simning, Adam, Stafford, Lesley, Sung, Sharon, Tan, Pei Lin Lynnette, Turner, Alyna, van Weert, Henk C., White, Jennifer, Whooley, Mary A., Winkley, Kirsty, Yamada, Mitsuhiko, Benedetti, Andrea, Thombs, Brett D.
Format Journal Article
LanguageEnglish
Published Cambridge, UK Cambridge University Press 01.06.2020
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Summary:Item 9 of the Patient Health Questionnaire-9 (PHQ-9) queries about thoughts of death and self-harm, but not suicidality. Although it is sometimes used to assess suicide risk, most positive responses are not associated with suicidality. The PHQ-8, which omits Item 9, is thus increasingly used in research. We assessed equivalency of total score correlations and the diagnostic accuracy to detect major depression of the PHQ-8 and PHQ-9. We conducted an individual patient data meta-analysis. We fit bivariate random-effects models to assess diagnostic accuracy. 16 742 participants (2097 major depression cases) from 54 studies were included. The correlation between PHQ-8 and PHQ-9 scores was 0.996 (95% confidence interval 0.996 to 0.996). The standard cutoff score of 10 for the PHQ-9 maximized sensitivity + specificity for the PHQ-8 among studies that used a semi-structured diagnostic interview reference standard (N = 27). At cutoff 10, the PHQ-8 was less sensitive by 0.02 (-0.06 to 0.00) and more specific by 0.01 (0.00 to 0.01) among those studies (N = 27), with similar results for studies that used other types of interviews (N = 27). For all 54 primary studies combined, across all cutoffs, the PHQ-8 was less sensitive than the PHQ-9 by 0.00 to 0.05 (0.03 at cutoff 10), and specificity was within 0.01 for all cutoffs (0.00 to 0.01). PHQ-8 and PHQ-9 total scores were similar. Sensitivity may be minimally reduced with the PHQ-8, but specificity is similar.
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Hamid R. Baradaran
Faculty of Nursing, Midwifery & Palliative Care, King’s College London, Strand, London WC2R 2LS, UK
Department of Psychology, Faculty of Social Sciences, Humanities and Social Sciences Building E21-3040, University of Macau, E21
Neuroscience Research Australia, Margarete Ainsworth Building, Barker Street, NSW 2031, Sydney, Australia
Department of Global Health and Social Medicine, Harvard Medical School, Boston, USA 02119, USA
Department of Clinical Psychology, Graduate School of Niigata Seiryo University, 1-5939, Suidocho, Chuo-ku, Niigata 951-8121, Japan.
YW, BLevis, JB, PC, SG, JPAI, LAK, DM, SBP, IS, RCZ, AB, and BDT were responsible for the study conception and design. JB and LAK designed and conducted database searches to identify eligible studies. DHA, BA, LA, HRB, MB, CHB, PB, GC, MHC, JCNC, RC, YC, JMG, JRF, FHF, DF, BG, FGS, CGG, BJH, PAH, MHärter, UH, LH, SEH, MHudson, TH, MI, NJ, MEK, KMK, YK, FL, SL, ML, SRL, BLöwe, AM, SM, TNM, KM, FLO, VP, BWP, PP, AP, KR, AGR, ISS, JS, ASidebottom, ASimning, LS, SS, PLLT, AT, HCvW, JW, MAW, KW, MY, and BDT were responsible for collection of primary data included in this study. BLevis, KER, NS, AWL, MA, DBR, and BDT contributed to data extraction and coding for the meta-analysis. YW, BLevis, AB, and BDT contributed to the data analysis and interpretation. YW, BLevis, AB, and BDT contributed to drafting the manuscript. All authors provided a critical review and approved the final manuscript. AB and BDT are guarantors.
Locked Bag #7, Hunter Region Mail Centre, NSW 2310, Australia
Depto Medicina Social, Programa Pós-graduação Epidemiologia, Universidade Federal de Pelotas, Rua Marechal Deodoro 1160, 3º piso
Dickens H. Akena
Roy C. Ziegelstein
Amsterdam UMC, Vrije Universiteit, Department Psychiatry, Oldenaller 1, 1081 HJ Amsterdam, The Netherlands
Research School of Population Health, Florey Building (54), Australian National University, Canberra, ACT, 2600, Australia
Outpatient Service for Psychotherapy and Psychooncology, Stadtstrasse 11, 79104 Freiburg, Germany
Yunxin Kwan
Author Contributions.
Martin Härter
Jewish General Hospital, Suite A 725, 3755 Cote St Catherine Rd, Montréal, QC, H3T 1E2, Canada
2204 Cathedral of Learning, University of Pittsburgh, 4200 Fifth Ave, Pittsburgh, PA, 15260, USA
Institute of Mental Health, 10 Buangkok View, 539747, Singapore
Avenida da Universidade, Taipa, Macau, China
City of Minneapolis Health Department, 250 S. Fourth St., Room 510, Minneapolis, MN 55415, USA
Katholieke Universiteit Leuven, Department of Neurosciences, Research Group Psychiatry, University Psychiatric Center KU Leuven, Herestraat 49, 3000 Leuven, Belgium
Tiago N. Munhoz
Mary A. Whooley
John P.A. Ioannidis
University Medical Center Utrecht, Internal mail no Str. 6.131, P.O. Box 85500, 3508 GA, Utrecht, The Netherlands
Felicity Goodyear-Smith
Jennifer White
IMPACT SRC, Deaking University, HERB Building Level 3, PO Box 281 Geelong 3220, Australia
Dean McMillan
Louis and Gabi Weisfeld School of Social Work, Ramat Gan, Bar Ilan University, 52900, Israel
Iná S. Santos
Femke Lamers
Simon Gilbody
Allina Health, 800 E 28th Street, MR 15521, Minneapolis, MN 55407-3799, USA
Concordia University, 1455, boul. de Maisonneuve Ouest, LB-331, Montréal, QC, H3G 1M8, Canada
Macdonald-Stewart Library Building, 809 Sherbrooke Street West, Montreal, Quebec H3A 0C1, Canada
University of Rochester Medical Center, 300 Crittenden Blvd., Rochester, NY, 14642, USA
Brian W. Pence
Sherina Mohd-Sidik
STAR-Stress, Anxiety & Resilience Consultants, 1000 N Lake Shore Plaza 9B, Chicago, IL, 60611
Pim Cuijpers
Mental Health and Addiction Research Group, Department of Health Sciences and Hull York Medical School, University of York, Heslington YO10 5DD, United Kingdom
Catherine G. Greeno
Gregory Carter
Ulrich Hegerl
Mitsuhiko Yamada
Stanford University, 1265 Welch Road, MSOB X306, Stanford, CA, 94305, USA
Mohammad E. Khamseh
Bizu Gelaye
Department of Neurosciences and Behaviour, Medical School of RibeirãoPreto, University of São Paulo, Avenida dos Bandeirantes 3900, CEP 14048-900, Brazil
Patricia A. Harrison
Italian National Institute of Health, Centre for Behavioural Sciences and Mental Health, Viale Regina Elena 299, 00161 Rome, Italy
Department of Psychiatry, Faculty of Medicine, Shimane University, 89-1 Enya-cho, Izumo, Shimane, Japan
Department of Neurology, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York, NY 10029, USA
Kirsty Winkley
Kira E. Riehm
Lady Davis Institute for Medical Research, Jewish General Hospital, 4333 Chemin de la Côte-Sainte-Catherine, Montréal, QC, H3T 1E4, Canada
Jewish General Hospital and Lady Davis Research Institute, 3755 Côte Ste-Catherine Rd, Room A725, Montréal, QC, H3T 1E2, Canada
Juwita Shaaban
School of Medical Science, Health Campus Universiti Sains Malaysia, 16150 Kubang Kerian, Kelantan, Malaysia
Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, 308433, Singapore
Department of Psychiatry, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand
Australia
Nathalie Jetté
Henk C. van Weert
Jill Boruff
Department of Psychiatry & Behavioral Sciences, Univerisity of Washington, Box 356560, Seattle, WA 98195
Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital
Alyna Turner
Murray Baron
Lesley Stafford
University of São Paulo, Av. Bandeirantes, 3900, 14048-900-Ribeirão Preto, SP, Brazil
Department of Veterans Affairs Medical Center, 4150 Clement Street (111A1), San Francisco, CA 94121, USA
Brett D. Thombs
Depto Medicina Social, Programa Pós-graduação Epidemiologia, Universidade Federal de Pelotas, Rua Marechal Deodoro 1160, 3º piso, 96020-220 - Pelotas, RS, Brasil
Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Sciences, Tehran 15937-16615, Iran
Department of Psychiatry, Faculty of Medicine, School of Health Sciences, University of Ioannina, Ioannina 451 10, Greece
Department of Physiotherapy, School of Primary and Allied Health Care, Monash University, Building G, Level 3, McMahons Road, Frankston Victoria 3199
Rushina Cholera
Philippe Persoons
Katrin Reuter
Thomas Hyphantis
Kumiko Muramatsu
Sharon Sung
Marie Hudson
Felix H. Fischer
University of Rochester Medical Center, School of Medicine and Dentistry, 601 Elmwood Ave, Box PSYCH, Rochester, NY 14642, USA
Brian J. Hall
Centre for Women’s Mental Health, The Royal Women’s Hospital, Locked Bag 300, Parkville Victoria 3052, Australia
Marcos H. Chagas
Janneke M. de Man-van Ginkel
Department of General Practice, Amsterdam Institute for General Practice and Public Health, Amsterdam University Medical Centers, location AMC, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
UNC Department of Pediatric, 260 MacNider Building, CB# 7220, 321 S. Columbia Street, UNC School of Medicine, Chapel Hill, NC 27599-7220, USA
Department of Nursing, St. Joseph’s College, 278 Whites Bridge Rd., Standish, ME, 04084, USA
National Center of Neurology and Psychiatry, 4-1-1 Ogawahigashi, Kodaira, Tokyo 187-8553, Japan
Leanne Hides
Shen-Ing Liu
Centre for Outcomes Research & Evaluation, Research Institute of the McGill University Health Centre, 5252 Boulevard de Maisonneuve, Montréal, QC, H4A 3S5, Canada
Danielle B. Rice
Department of Medicine and Therapeutics, The Chinese University of Hong Kong, 9/F Lui Che Woo Clinical Sciences Building, Prince of Wales Hospital, Shatin, Hong Kong
Stevan E. Hobfoll
University of Leipzig, Department of Psychiatry and Psychotherapy, Semmelweisstrasse 10, 04103 Leipzig, Germany
Angelo Picardi
Nazanin Saadat
Department of General Practice and Primary Health Care, University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
Pei Lin Lynnette Tan
Liat Ayalon
Department of Community Health Sciences, 3rd Floor, TRW Building, University of Calgary, 3280 Hospital Drive NW, Calgary, AB, T2N 4Z6, Canada
Ian Shrier
Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, 3755 Cote Ste-Catherine Rd, Montréal, QC, H3T 1E2, Canada
Cancer Resource & Education Centre/ Department of Psychiatry, Faculty of Medicine & Health Sciences, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia
Lorie A. Kloda
96020-220 - Pelotas, RS, Brasil
Medizinische Klinik mit Schwerpunkt Psychosomatik, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10098 Berlin, Germany
Anthony McGuire
Vikram Patel
Flávia L. Osório
Alasdair G. Rooney
Abbey Sidebottom
Manote Lotrakul
Johns Hopkins University School of Medicine, Miller Research Building, 733 N. Broadway, Suite 115, Baltimore, MD, 21205, USA
Department of Epidemiology, 677 Huntington Ave, Room 505F, Boston, MA, 02115, USA
Jewish General Hospital; 4333 Cote Ste Catherine Road; Montreal, Quebec H3T 1E4, Canada
School of Psychology, University of Queensland, St Lucia, Brisbane, Queensland, 4072, Australia
Marleine Azar
Department of General Practice and Primary Health Care, University of Auckland, PB 92019, Auckland, 1142, New Zealand
Kim M. Kiely
Juliana C. N. Chan
University Medical Center Hamburg-Eppendorf, Department of Medical Psychology, Martinistraße 52, 20246 Hamburg, Germany
Yeates Conwell
Bruce Arroll
Division of Clinical and Neuropsychology, Department of Rehabilitation Medicine, University of Washington, Box 359612, Harborview Medical Center, 325 9th Avenue, Seattle, WA, 98104, USA
Edinburgh, EH10 5HF, Scotland
Charles H. Bombardier
Masatoshi Inagaki
Bernd Löwe
Full Addresses
Brooke Levis
Department of Psychiatry, Mackay Memorial Hospital, No. 92, Section 2, Chung-Shan North Rd, Taipei, Taiwan
Department of Epidemiology, UNC-Chapel Hill, McGavran-Greenberg 2103C, CB#7435, 135 Dauer Dr, Chapel Hill NC 27599-7435, USA
Alexander W. Levis
Department of Clinical, Neuro and Developmental Psychology, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands
Adam Simning
Andrea Benedetti
Daniel Fung
Scott B. Patten
Department of Psychiatry, Makerere University College of Health Sciences, P.O.Box 7062 Kampala, Uganda
Pós-graduação em Saúde Mental, Depto
ISSN:0033-2917
1469-8978
1469-8978
DOI:10.1017/S0033291719001314