Evidence map›Paper›PMID 37474838›Full record

SynthesisNature human behaviour2023

A systematic review of the strength of evidence for the most commonly recommended happiness strategies in mainstream media.

Dunigan Folk, Elizabeth Dunn

Abstract readSystematic Review
PubMed Publisher
In one paragraph

Synthesis in Nature human behaviour, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

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

  1. A meta-analysis of the effectiveness of gratitude interventions on well-being across cultures.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Pooled it
  2. Trial
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  5. Leveraging AI Tools to Express Gratitude.Technology, mind, and behavior · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. Article
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  12. Sociodemographic Variation in Gratitude Using a Cross-National Analysis with 22 Countries.International journal of applied positive psychology · 2025
    Article
  13. Article
  14. Article
  15. Review
  16. Review
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

2 authors.

Dunigan FolkPsychology Department, The University of British Columbia, Vancouver, British Columbia, Canada. duniganfolk@psych.ubc.ca.ORCID 0000-0001-6728-2776
Elizabeth DunnPsychology Department, The University of British Columbia, Vancouver, British Columbia, Canada.ORCID 0000-0003-1214-7512

Funding

Gouvernement du Canada | Social Sciences and Humanities Research Council of Canada (Conseil de recherches en sciences humaines du Canada) GR012572
6 · The paper itself

Abstract

We conducted a systematic review of the evidence underlying some of the most widely recommended strategies for increasing happiness. By coding media articles on happiness, we first identified the five most commonly recommended strategies: expressing gratitude, enhancing sociability, exercising, practising mindfulness/meditation and increasing nature exposure. Next, we conducted a systematic search of the published scientific literature. We identified well-powered, pre-registered experiments testing the effects of these strategies on any aspect of subjective wellbeing (that is, positive affect, negative affect and life satisfaction) in non-clinical samples. A total of 57 studies were included. Our review suggests that a strong scientific foundation is lacking for some of the most commonly recommended happiness strategies. As the effectiveness of these strategies remains an open question, there is an urgent need for well-powered, pre-registered studies investigating strategies for promoting happiness.

Indexed as

HappinessExerciseHumansMass MediaMeditationMindfulnessPersonal Satisfaction

Identifiers

PMID37474838

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.