Evidence map›Paper›PMID 33653738›Full record

ArticleEvidence-based mental health2021

How can we estimate QALYs based on PHQ-9 scores? Equipercentile linking analysis of PHQ-9 and EQ-5D.

Toshi A Furukawa, Stephen Z Levine, Claudia Buntrock, David D Ebert, Simon Gilbody, Sally Brabyn, David Kessler, Cecilia Björkelund, Maria Eriksson, Annet Kleiboer and 8 more

Abstract read
In one paragraph

Article in Evidence-based mental health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 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

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Mapping functions for the PHQ-9 and GAD-7 to generate EQ-5D-3L for economic evaluation.The European journal of health economics : HEPAC : health economics in prevention and care · 2025
    Article
  6. Article
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  8. Enabling QALY estimation in mental health trials and care settings: mapping from the PHQ-9 and GAD-7 to the ReQoL-UI or EQ-5D-5L using mixture models.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2023
    Article
  9. Carpe diem.Evidence-based mental health · 2022
    Article
  10. Article
  11. Article
  12. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

18 authors.

Toshi A Furukawa *Department of Health Promotion and Human Behavior, Kyoto University Graduate School of Medicine / School of Public Health, Kyoto, Japan furukawa@kuhp.kyoto-u.ac.jp.ORCID http://orcid.org/0000-0003-2159-3776
Stephen Z Levine *Department of Community Mental Health, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel.ORCID http://orcid.org/0000-0002-5544-0420
Claudia BuntrockDepartment of Clinical Psychology and Psychotherapy, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany.
David D EbertDepartment of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Simon GilbodyDepartment of Health Sciences, University of York, York, UK.
Sally BrabynDepartment of Health Sciences, University of York, York, UK.
David KesslerPopulation Health Sciences & National Institute for Health Research Bristol Biomedical Research Centre, University of Bristol, Bristol, UK.
Cecilia BjörkelundPrimary Health Care, School of Public Health and Community Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden.
Maria ErikssonPrimary Health Care, School of Public Health and Community Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden.
Annet KleiboerDepartment of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Annemieke van StratenDepartment of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Heleen RiperDepartment of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Jesus Montero-MarinDepartment of Psychiatry, University of Oxford, Warneford Hospital, Oxford, UK.
Javier Garcia-CampayoAragon Institute for Health Research (IIS Aragón), Miguel Servet University Hospital, Zaragoza, Spain.
Rachel PhillipsFaculty of Medicine, School of Public Health, Imperial College London, London, UK.
Justine SchneiderSchool of Sociology & Social Policy and Institute of Mental Health, University of Nottingham, Nottingham, UK.
Pim CuijpersDepartment of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Eirini KaryotakiDepartment of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.

Funding

Wellcome Trust
6 · The paper itself

Abstract

backgroundQuality-adjusted life years (QALYs) are widely used to measure the impact of various diseases on both the quality and quantity of life and in their economic valuations. It will be clinically important and informative if we can estimate QALYs based on measurements of depression severity.

objectiveTo construct a conversion table from the Patient Health Questionnaire-9 (PHQ-9), the most frequently used depression scale in recent years, to the Euro-Qol Five Dimensions Three Levels (EQ-5D-3L), one of the most commonly used instruments to assess QALYs.

methodsWe obtained individual participant data of randomised controlled trials of internet cognitive-behavioural therapy which had administered depression severity scales and the EQ-5D-3L at baseline and at end of treatment. Scores from depression scales were all converted into the PHQ-9 according to the validated algorithms. We used equipercentile linking to establish correspondences between the PHQ-9 and the EQ-5D-3L.

findingsIndividual-level data from five trials (total N=2457) were available. Subthreshold depression (PHQ-9 scores between 5 and 10) corresponded with EQ-5D-3L index values of 0.9-0.8, mild major depression (10-15) with 0.8-0.7, moderate depression (15-20) with 0.7-0.5 and severe depression (20 or higher) with 0.6-0.0. A five-point improvement in PHQ-9 corresponded approximately with an increase in EQ-5D-3L score by 0.03 and a ten-point improvement by approximately 0.25. CONCLUSIONS AND CLINICAL IMPLICATIONS: The conversion table between the PHQ-9 and the EQ-5D-3L scores will enable fine-grained assessment of burden of depression at its various levels of severity and of impacts of its various treatments.

Indexed as

depression & mood disorders

Identifiers

PMID33653738
PMCPMC8311092

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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.