Evidence map›Paper›PMID 40389595›Full record

SynthesisNature human behaviour2025

Meta-analysis of randomized controlled trials examining social comparison as a behaviour change technique across the behavioural sciences.

Thole H Hoppen, Rieke M Cuno, Janna Nelson, Frederike Lemmel, Pascal Schlechter, Nexhmedin Morina

Abstract readMeta-Analysis
In one paragraph

Synthesis in Nature human behaviour, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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

  1. Pooled it
  2. Article
  3. Article
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

6 authors.

Thole H Hoppen *Institute of Psychology, University of Münster, Münster, Germany. thoppen@uni-muenster.de.ORCID http://orcid.org/0000-0002-6050-8696
Rieke M Cuno *Institute of Psychology, University of Münster, Münster, Germany.ORCID http://orcid.org/0009-0003-7757-888X
Janna NelsonInstitute of Psychology, University of Münster, Münster, Germany.
Frederike LemmelInstitute of Psychology, University of Münster, Münster, Germany.
Pascal SchlechterInstitute of Psychology, University of Münster, Münster, Germany.
Nexhmedin MorinaInstitute of Psychology, University of Münster, Münster, Germany.ORCID http://orcid.org/0000-0002-2331-9140

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Research on social comparison as a behaviour change technique (SC-BCT) has increased substantially. We conducted a random-effects meta-analysis of randomized controlled trials investigating SC-BCTs across the behavioural sciences (PROSPERO: CRD42022343154). We searched MEDLINE, PsycINFO and Web of Science from inception to January 2024. Seventy-nine randomized controlled trials (N = 1,356,521) investigating effects on behaviours related to climate change mitigation, health, performance and service were included. In the short term (mean 3.7 months post-intervention), SC-BCTs produced small effects relative to both passive (Hedges' g = 0.17; 95% confidence interval, 0.11-0.23; k = 37; P < 0.001) and active control conditions (g = 0.23; 95% confidence interval, 0.15-0.31; k = 42; P < 0.001). A greater number of SC-BCT sessions and emphasis on desired (versus undesired) behaviours were associated with larger effects. Moderation effects were observed in only a few analyses, highlighting the need for further testing. SC-BCTs also produced significant small effects in the long term (mean 6.2 months post-intervention). Small effects should be interpreted in the context of low cost and scalability (for example, sending one or two emails). Certainty of evidence, using GRADE criteria, ranged from low to moderate depending on the analysis. More high-quality research is needed.

Indexed as

Behavioral SciencesBehavior TherapyRandomized Controlled Trials as TopicHumans

Identifiers

PMID40389595
PMCPMC12367546

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.