Evidence map›Paper›PMID 33089942›Full record

SynthesisInternational journal of methods in psychiatric research2021

Depression prevalence based on the Edinburgh Postnatal Depression Scale compared to Structured Clinical Interview for DSM DIsorders classification: Systematic review and individual participant data meta-analysis.

Anita Lyubenova, Dipika Neupane, Brooke Levis, Yin Wu, Ying Sun, Chen He, Ankur Krishnan, Parash M Bhandari, Zelalem Negeri, Mahrukh Imran and 58 more

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in International journal of methods in psychiatric research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 7 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
36citing papers in PubMed, 7 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

36 citing papers in PubMed, 7 syntheses or guidelines pooled it.

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  8. Exercise in Pregnancy and Risk of Postpartum Depression: A Randomised Controlled Trial.BJOG : an international journal of obstetrics and gynaecology · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

68 authors.

Anita LyubenovaLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Dipika NeupaneLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Brooke LevisLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Yin WuLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Ying SunLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Chen HeLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Ankur KrishnanLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Parash M BhandariLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Zelalem NegeriLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Mahrukh ImranLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Danielle B RiceLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Marleine AzarLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Matthew J ChiovittiLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Nazanin SaadatLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Kira E RiehmLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Jill T BoruffSchulich Library of Physical Sciences, Life Sciences, and Engineering, McGill University, Montréal, Québec, Canada.
John P A IoannidisDepartment of Medicine, Stanford University, Stanford, California, USA.
Pim CuijpersDepartment of Clinical, Neuro and Developmental Psychology, EMGO Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.ORCID 0000-0001-5497-2743
Simon GilbodyHull York Medical School and the Department of Health Sciences, University of York, Heslington, York, UK.
Lorie A KlodaLibrary, Concordia University, Montréal, Québec, Canada.
Scott B PattenDepartments of Community Health Sciences and Psychiatry, University of Calgary, Calgary, Alberta, Canada.
Ian ShrierLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.
Roy C ZiegelsteinDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Liane ComeauInternational Union for Health Promotion and Health Education, École de santé publique de l'Université de Montréal, Montréal, Québec, Canada.
Nicholas D MitchellDepartment of Psychiatry, University of Alberta, Edmonton, Alberta, Canada.
Marcello TonelliDepartment of Medicine, University of Calgary, Calgary, Alberta, Canada.
Simone N VigodWomen's College Hospital and Research Institute, University of Toronto, Toronto, Ontario, Canada.
Franca AcetiDepartment of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy.
Jacqueline BarnesDepartment of Psychological Sciences, Birkbeck, University of London, London, UK.
Amar D BavleDepartment of Psychiatry, Rajarajeswari Medical College and Hospital, Bengaluru, Karnataka, India.
Cheryl T BeckUniversity of Connecticut School of Nursing, Mansfield, Connecticut, USA.
Carola BindtDepartment of Child and Adolescent Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Philip M BoyceDiscipline of Psychiatry, Westmead Clinical School, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia.
Adomas BuneviciusNeuroscience Institute, Lithuanian University of Health Sciences, Kaunas, Lithuania.
Linda H ChaudronDepartments of Psychiatry, Pediatrics, Obstetrics and Gynecology, School of Medicine and Dentistry, University of Rochester, Rochester, New York, USA.
Nicolas FavezFaculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland.
Barbara FigueiredoSchool of Psychology, University of Minho, Braga, Portugal.
Lluïsa Garcia-EstevePerinatal Mental Health Unit CLINIC-BCN, Institut Clínic de Neurociències, Hospital Clínic, Barcelona, Spain.
Lisa GiardinelliDepartment of Health Sciences, Psychiatry Unit, University of Florence, Firenze, Italy.
Nadine HelleDepartment of Child and Adolescent Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Louise M HowardInstitute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
Jane KohlhoffSchool of Psychiatry, University of New South Wales, Kensington, New South Wales, Australia.
Laima KusminskasPrivate Practice, Hamburg, Germany.
Zoltán KozinszkyDepartment of Obstetrics and Gynecology, Danderyd Hospital, Stockholm, Sweden.ORCID 0000-0001-7485-9895
Lorenzo LelliDepartment of Health Sciences, Psychiatry Unit, University of Florence, Firenze, Italy.
Angeliki A LeonardouFirst Department of Psychiatry, Women's Mental Health Clinic, Athens University Medical School, Athens, Greece.
Valentina MeutiDepartment of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy.
Sandra N RadošDepartment of Psychology, Catholic University of Croatia, Zagreb, Croatia.
Purificación N GarcíaPerinatal Mental Health Unit CLINIC-BCN, Institut Clínic de Neurociències, Hospital Clínic, Barcelona, Spain.
Susan J PawlbyInstitute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
Chantal QuispelDepartment of Obstetrics and Gynaecology, Albert Schweitzer Ziekenhuis, Dordrecht, the Netherlands.
Emma Robertson-BlackmoreHalifax Health, Graduate Medical Education, Daytona Beach, Florida, USA.
Tamsen J RochatMRC/Developmental Pathways to Health Research Unit, School of Clinical Medicine, University of Witwatersrand, Johannesburg, South Africa.
Deborah J SharpCentre for Academic Primary Care, Bristol Medical School, University of Bristol, Bristol, UK.
Bonnie W M SiuDepartment of Psychiatry, Castle Peak Hospital, Hong Kong SAR, China.
Alan SteinDepartment of Psychiatry, University of Oxford, Oxford, UK.
Robert C StewartDivision of Psychiatry, University of Edinburgh, Edinburgh, Scotland, UK.
Meri TadinacDepartment of Psychology, Faculty of Humanities and Social Sciences, University of Zagreb, Zagreb, Croatia.
S Darius TandonFeinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.
Iva TendaisSchool of Psychology, University of Minho, Braga, Portugal.
Annamária TörekiDepartment of Emergency, University of Szeged, Szeged, Hungary.
Anna Torres-GiménezPerinatal Mental Health Unit CLINIC-BCN, Institut Clínic de Neurociències, Hospital Clínic, Barcelona, Spain.
Thach D TranSchool of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
Kylee TrevillionInstitute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
Katherine TurnerEpilepsy Center-Child Neuropsychiatry Unit, ASST Santi Paolo Carlo, San Paolo Hospital, Milan, Italy.
Johann M Vega-DienstmaierFacultad de Medicina Alberto Hurtado, Universidad Peruana Cayetano Heredia, Lima, Perú.
Andrea BenedettiDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada.
Brett D ThombsLady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.ORCID 0000-0002-5644-8432

Funding

Postpartum Depression in a Pediatric ClinicK23MH064476 · NIMH · UNIVERSITY OF ROCHESTER · PI CHAUDRON, LINDA H · 2002 to 2006
$882k
Perinatal depression, proinflammatory cytokines and adverse obstetric outcomesK23MH080290 · NIMH · UNIVERSITY OF ROCHESTER · PI ROBERTSON BLACKMORE, EMMA K · 2007 to 2010
$556k
CIHR KRS-140994Department of Health RP-DG-1108-10012Department of Health RP-PG-1210-12002Medical Research Council MR/S035818/1NIMH NIH HHS K23 MH064476NIMH NIH HHS K23 MH080290Wellcome TrustWellcome Trust 082384/Z/07/ZWellcome Trust 211374/Z/18/Z
6 · The paper itself

Abstract

objectivesEstimates of depression prevalence in pregnancy and postpartum are based on the Edinburgh Postnatal Depression Scale (EPDS) more than on any other method. We aimed to determine if any EPDS cutoff can accurately and consistently estimate depression prevalence in individual studies.

methodsWe analyzed datasets that compared EPDS scores to Structured Clinical Interview for DSM (SCID) major depression status. Random-effects meta-analysis was used to compare prevalence with EPDS cutoffs versus the SCID.

resultsSeven thousand three hundred and fifteen participants (1017 SCID major depression) from 29 primary studies were included. For EPDS cutoffs used to estimate prevalence in recent studies (≥9 to ≥14), pooled prevalence estimates ranged from 27.8% (95% CI: 22.0%-34.5%) for EPDS ≥ 9 to 9.0% (95% CI: 6.8%-11.9%) for EPDS ≥ 14; pooled SCID major depression prevalence was 9.0% (95% CI: 6.5%-12.3%). EPDS ≥14 provided pooled prevalence closest to SCID-based prevalence but differed from SCID prevalence in individual studies by a mean absolute difference of 5.1% (95% prediction interval: -13.7%, 12.3%).

conclusionEPDS ≥14 approximated SCID-based prevalence overall, but considerable heterogeneity in individual studies is a barrier to using it for prevalence estimation.

Indexed as

Depression, PostpartumMajor Depressive DisorderDepressionFemaleHumansPregnancyPrevalencePsychiatric Status Rating Scalesdepression prevalenceEdinburgh Postnatal Depression Scaleindividual participant data meta-analysismajor depressionstructured clinical interview for DSM

Identifiers

PMID33089942
PMCPMC7992289

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.