Hostname: page-component-857557d7f7-gtc7z Total loading time: 0.001 Render date: 2025-11-21T07:32:59.363Z Has data issue: false hasContentIssue false

Estimating the smallest worthwhile difference of recommended psychotherapies for depression: observational study

Published online by Cambridge University Press:  10 November 2025

Ethan Sahker*
Affiliation:
Population Health and Policy Research Unit, Center for Medical Education and Internationalization, Graduate School of Medicine, Kyoto University, Kyoto, Japan Department of Health Promotion and Human Behavior, Graduate School of Medicine/School of Public Health, Kyoto University, Kyoto, Japan
Yan Luo
Affiliation:
Population Health and Policy Research Unit, Center for Medical Education and Internationalization, Graduate School of Medicine, Kyoto University, Kyoto, Japan Department of Health Promotion and Human Behavior, Graduate School of Medicine/School of Public Health, Kyoto University, Kyoto, Japan
Kenji Omae
Affiliation:
Department of Health Promotion and Human Behavior, Graduate School of Medicine/School of Public Health, Kyoto University, Kyoto, Japan Department of Innovative Research and Education for Clinicians and Trainees (DiRECT), Fukushima Medical University Hospital, Fukushima, Japan
Aran Tajika
Affiliation:
Department of Health Promotion and Human Behavior, Graduate School of Medicine/School of Public Health, Kyoto University, Kyoto, Japan
Manuela L. Ferreira
Affiliation:
The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
Astrid Chevance
Affiliation:
Center for Research in Epidemiology and StatisticS (CRESS), Paris Cité University and Sorbonne Paris Nord University, Inserm, INRAE, Paris, France Centre Clinical Epidemiology, AP-HP, Hotel Dieu Hospital, Paris, France
Stefan Leucht
Affiliation:
Department of Psychiatry and Psychotherapy, Technical University of Munich, School of Medicine, Munich, Germany
Sarah Markham
Affiliation:
Patient and Public Involvement (PPI) Group, Oxford Precision Psychiatry Lab, NIHR Oxford Health Biomedical Research Centre, University of Oxford, Oxford, UK Department of Biostatistics & Health Informatics, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King’s College London, London, UK
Roger Ede
Affiliation:
Patient and Public Involvement (PPI) Group, Oxford Precision Psychiatry Lab, NIHR Oxford Health Biomedical Research Centre, University of Oxford, Oxford, UK
Andrea Cipriani
Affiliation:
Department of Psychiatry, University of Oxford, Oxford, UK Oxford Precision Psychiatry Lab, NIHR Oxford Health Biomedical Research Centre, Oxford, UK Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, UK
Georgia Salanti
Affiliation:
Institute of Social and Preventive Medicine and Clinical Trials, University of Bern, Bern, Switzerland
Toshi A. Furukawa
Affiliation:
Office of Institutional Advancement and Communications, Kyoto University, Kyoto, Japan
*
Correspondence: Ethan Sahker. Email: sahker.ethan.2e@kyoto-u.ac.jp

Abstract

Background

The smallest worthwhile difference (SWD) represents the smallest beneficial effect of an intervention that patients deem worthwhile given the harms, expenses and inconveniences of the intervention. The SWD facilitates interpretation of the patient-perceived importance of intervention effects. We previously estimated the SWD for antidepressants for depression, but the SWD for psychotherapy remains unknown.

Aims

To estimate the SWD of recommended psychotherapies for depression compared with no treatment.

Method

We estimated the SWD through a patient required difference in response rates between psychotherapy and no treatment after 2 months. We recruited using Prolific, an online cross-sectional survey platform, in the UK and USA in January 2025. We also queried a random subset of respondents to replicate our previous SWD estimation for antidepressants.

Results

In the primary study, we recruited 526 participants (mean age: 36.7 years (s.d. = 12.5); 54% women and 61% White individuals). Of these, 6% reported that they would not initiate psychotherapy with a 100% treatment response. For those willing to initiate psychotherapy, 87 reported moderate-to-severe depressive symptoms but were not in treatment, 184 were in treatment and 131 reported absent-to-mild symptoms with or without previous treatment. The median SWD for people with moderate-to-severe depressive symptoms, not in treatment and willing to consider psychotherapies was a 20% (interquartile range: 10–35%) difference in response rates comparing psychotherapy with no treatment. This was similar to the SWD for antidepressant drugs (SWD = 20%, interquartile range: 10–30%; n = 104). Participant characteristics were not meaningfully associated with the SWD.

Conclusions

Current empirically supported psychotherapy response rates of 15% were sufficient for one in three people to initiate psychotherapy given the burdens, but two in three expected greater treatment benefits or fewer burdens. The SWD for psychotherapy was not materially different from the estimated SWD for antidepressants. Individual patient value judgements and preferences merit greater attention. These findings should be replicated with diverse samples from different geographical locations.

Information

Type
Original Article
Copyright
© The Author(s), 2025. Published by Cambridge University Press on behalf of Royal College of Psychiatrists

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Article purchase

Temporarily unavailable

References

GBD 2019 Mental Disorders Collaborators. Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet Psychiatry 2022; 9: 137–50.10.1016/S2215-0366(21)00395-3CrossRefGoogle Scholar
Herrman, H, Patel, V, Kieling, C, Berk, M, Buchweitz, C, Cuijpers, P, et al. Time for united action on depression: a Lancet-World Psychiatric Association Commission. Lancet 2022; 399: 9571022.10.1016/S0140-6736(21)02141-3CrossRefGoogle Scholar
Simon, GE, Moise, N, Mohr, DC. Management of depression in adults: a review. JAMA 2024; 332: 141–52.10.1001/jama.2024.5756CrossRefGoogle ScholarPubMed
Kendrick, T, Chatwin, J, Dowrick, C, Tylee, A, Morriss, R, Peveler, R, et al. Randomised controlled trial to determine the clinical effectiveness and cost-effectiveness of selective serotonin reuptake inhibitors plus supportive care, versus supportive care alone, for mild to moderate depression with somatic symptoms in primary care: the THREAD (THREshold for AntiDepressant response) study. Health Technol Assess 2009; 13: 1182.CrossRefGoogle ScholarPubMed
ten Have, M, Penninx, BWJH, Tuithof, M, van Dorsselaer, S, Kleinjan, M, Spijker, J, et al. Duration of major and minor depressive episodes and associated risk indicators in a psychiatric epidemiological cohort study of the general population. Acta Psychiatr Scand 2017; 136: 300–12.10.1111/acps.12753CrossRefGoogle Scholar
Cuijpers, P, van Straten, A, Andersson, G, van Oppen, P. Psychotherapy for depression in adults: a meta-analysis of comparative outcome studies. J Consult Clin Psychol 2008; 76: 909–22.10.1037/a0013075CrossRefGoogle Scholar
Cuijpers, P, Quero, S, Noma, H, Ciharova, M, Miguel, C, Karyotaki, E, et al. Psychotherapies for depression: a network meta-analysis covering efficacy, acceptability and long-term outcomes of all main treatment types. World Psychiatry 2021; 20: 283–93.10.1002/wps.20860CrossRefGoogle ScholarPubMed
American Psychological Association (APA). Clinical Practice Guideline for the Treatment of Depression across Three Age Cohorts. APA, 2019 (https://www.apa.org/depression-guideline).Google Scholar
National Institute for Health and Care Excellence (NICE). Depression in Adults: Treatment and Management (NG222). NICE, 2022 (www.nice.org.uk/guidance/ng222).Google Scholar
Jaeschke, R, Singer, J, Guyatt, GH. Measurement of health status ascertaining the minimal clinically important difference. Control Clin Trials 1989; 10: 407–15.10.1016/0197-2456(89)90005-6CrossRefGoogle ScholarPubMed
Carrasco-Labra, A, Devji, T, Qasim, A, Phillips, MR, Wang, Y, Johnston, BC, et al. Minimal important difference estimates for patient-reported outcomes: a systematic survey. J Clin Epidemiol 2021; 133: 6171.10.1016/j.jclinepi.2020.11.024CrossRefGoogle ScholarPubMed
Devji, T, Carrasco-Labra, A, Qasim, A, Phillips, M, Johnston, BC, Johnston, BC, et al. Evaluating the credibility of anchor based estimates of minimal important differences for patient reported outcomes: instrument development and reliability study. BMJ 2020; 369: m1714.10.1136/bmj.m1714CrossRefGoogle Scholar
Ferreira, ML, Herbert, RD, Ferreira, PH, Latimer, J, Ostelo, RW, Nascimento, DP, et al. A critical review of methods used to determine the smallest worthwhile effect of interventions for low back pain. J Clin Epidemiol 2012; 65: 253–61.10.1016/j.jclinepi.2011.06.018CrossRefGoogle Scholar
McNamara, RJ, Elkins, MR, Ferreira, ML, Spencer, LM, Herbert, RD. Smallest worthwhile effect of land-based and water-based pulmonary rehabilitation for COPD. ERJ Open Res 2015; 1: 00007-2015.10.1183/23120541.00007-2015CrossRefGoogle Scholar
Barrett, B, Brown, D, Mundt, M, Brown, R. Sufficiently important difference: expanding the framework of clinical significance. Med Decis Mak 2005; 25: 250–61.10.1177/0272989X05276863CrossRefGoogle Scholar
Sahker, E, Furukawa, TA, Luo, Y, Ferreira, ML, Okazaki, K, Chevance, A, et al. Estimating the smallest worthwhile difference (SWD) of antidepressants for depression: a cross-sectional survey. BMJ Mental Health 2024; 27: e300919.10.1136/bmjment-2023-300919CrossRefGoogle ScholarPubMed
Chandler, J, Shapiro, D. Conducting clinical research using crowdsourced convenience samples. Annu Rev Clin Psychol 2016; 12: 5381.10.1146/annurev-clinpsy-021815-093623CrossRefGoogle ScholarPubMed
Mortensen, K, Hughes, TL. Comparing Amazon’s Mechanical Turk platform to conventional data collection methods in the health and medical research literature. J Gen Intern Med 2018; 33: 533–8.10.1007/s11606-017-4246-0CrossRefGoogle Scholar
Center for Behavioral Health Statistics and Quality. 2021 National Survey on Drug Use and Health: Methodological Summary and Definitions. Substance Abuse and Mental Health Services Administration, 2022.Google Scholar
Sahker, E, Luo, Y, Omae, K, Tajika, A, Ferreira, ML, Chevance, A, et al. Estimating the smallest worthwhile difference (SWD) of psychotherapy for depression: protocol for a cross-sectional survey. medRxiv [Preprint] 2024. Available from: https://doi.org/10.1101/2024.10.31.24316524.Google Scholar
Kroenke, K, Spitzer, RL. The PHQ-9: a new depression diagnostic and severity measure. Psychiatr Ann 2002; 32: 509–15.10.3928/0048-5713-20020901-06CrossRefGoogle Scholar
Busner, J, Targum, SD. The Clinical Global Impressions Scale: applying a research tool in clinical practice. Psychiatry 2007; 4: 2837.Google Scholar
Kendrick, T, Chatwin, J, Dowrick, C, Tylee, A, Morriss, R, Peveler, R, et al. Randomised controlled trial to determine the clinical effectiveness and cost-effectiveness of selective serotonin reuptake inhibitors plus supportive care, versus supportive care alone, for mild to moderate depression with somatic symptoms in primary care. Health Technol Assess 2009; 13: 1159.10.3310/hta13220CrossRefGoogle Scholar
Furukawa, T, Cipriani, A, Atkinson, LZ, Leucht, S, Ogawa, Y, Takeshima, N, et al. Placebo response rates in antidepressant trials: a systematic review of published and unpublished double-blind randomised controlled studies. Lancet Psychiatry 2016; 3: 1059–66.10.1016/S2215-0366(16)30307-8CrossRefGoogle Scholar
Linden, M, Schermuly-Haupt, ML. Definition, assessment and rate of psychotherapy side effects. World Psychiatry 2014; 13: 306–9.10.1002/wps.20153CrossRefGoogle Scholar
Cuijpers, P, Sijbrandij, M, Koole, SL, Andersson, G, Beekman, AT, Reynolds, CF. The efficacy of psychotherapy and pharmacotherapy in treating depressive and anxiety disorders: a meta-analysis of direct comparisons. World Psychiatry 2013: 12: 137–48.10.1002/wps.20038CrossRefGoogle Scholar
Benson, NM, Song, Z. Prices and cost sharing for psychotherapy in network versus out of network in the united states. Health Aff 2020; 39: 1210–8.CrossRefGoogle ScholarPubMed
Woods, T. How Much Does Therapy Cost? Psychology Today, 2023 (https://www.psychologytoday.com/gb/basics/therapy/how-much-does-therapy-cost).Google Scholar
Baker, C, Kirk-Wade, E. Mental Health Statistics: Prevalence, Services and Funding in England. House of Commons Library, 2024 (https://researchbriefings.files.parliament.uk/documents/SN06988/SN06988.pdf).Google Scholar
National Council for Mental Wellbeing. CCBHC Impact Report. National Council for Mental Wellbeing, 2022 (https://www.thenationalcouncil.org/resources/2022-ccbhc-impact-report/).Google Scholar
Chinn, S. A simple method for converting an odds ratio to effect size for use in meta-analysis. Stat Med 2000; 19: 3127–31.10.1002/1097-0258(20001130)19:22<3127::AID-SIM784>3.0.CO;2-M3.0.CO;2-M>CrossRefGoogle Scholar
Cuijpers, P, Noma, H, Karyotaki, E, Vinkers, CH, Cipriani, A, Furukawa, TA. A network meta-analysis of the effects of psychotherapies, pharmacotherapies and their combination in the treatment of adult depression. World Psychiatry 2020; 19: 92107.10.1002/wps.20701CrossRefGoogle Scholar
Furukawa, TA, Shinohara, K, Sahker, E, Karyotaki, E, Miguel, C, Ciharova, M, et al. Initial treatment choices to achieve sustained response in major depression: a systematic review and network meta-analysis. World Psychiatry 2021; 20: 387–96.10.1002/wps.20906CrossRefGoogle ScholarPubMed
Furukawa, TA, Tajika, A, Toyomoto, R, Sakata, M, Luo, Y, Horikoshi, M, et al. Cognitive behavioural therapy skills using a smartphone app for subthreshold depression among adults in the community: the RESiLIENT randomised controlled trial. Nat Med 2025; 31: 1830–9.10.1038/s41591-025-03639-1CrossRefGoogle Scholar
Supplementary material: File

Sahker et al. supplementary material

Sahker et al. supplementary material
Download Sahker et al. supplementary material(File)
File 245.9 KB
Submit a response

eLetters

No eLetters have been published for this article.