Evidence map›Paper›PMID 39174336›Full record

Trial reportBMJ quality & safety2025

Equity in Choosing Wisely and beyond: the effect of health literacy on healthcare decision-making and methods to support conversations about overuse.

Danielle M Muscat, Erin Cvejic, Jenna Smith, Rachel Thompson, Edward Chang, Marguerite Tracy, Joshua Zadro, Robyn Linder, Kirsten McCaffery

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in BMJ quality & safety, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–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

11 citing papers in PubMed.

  1. Article
  2. Online Resources for Migraine Surgery: Readability and Patient Understanding.Plastic and reconstructive surgery. Global open · 2026
    Article
  3. Article
  4. Challenges and possibilities of enabling person-centred engagement in medication safety with older people living at home.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2026
    Article
  5. Article
  6. The Greek Versions of the HLSHealthcare (Basel, Switzerland) · 2025
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. 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

9 authors.

Danielle M MuscatSydney Health Literacy Lab, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia danielle.muscat@sydney.edu.au.ORCID http://orcid.org/0000-0001-6106-6298
Erin CvejicSydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0002-6043-6071
Jenna SmithSydney Health Literacy Lab, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0002-0480-8125
Rachel ThompsonSchool of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0002-1009-0746
Edward ChangSydney Health Literacy Lab, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.
Marguerite TracySydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0003-1247-6412
Joshua ZadroInstitute for Musculoskeletal Health, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.ORCID http://orcid.org/0000-0001-8981-2125
Robyn LinderNPS MedicineWise, Sydney, New South Wales, Australia.
Kirsten McCafferySydney Health Literacy Lab, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo (a) examine whether the effect of the Choosing Wisely consumer questions on question-asking and shared decision-making (SDM) outcomes differs based on individuals' health literacy and (b) explore the relationship between health literacy, question-asking and other decision-making outcomes in the context of low value care.

methodsPreplanned analysis of randomised trial data comparing: the Choosing Wisely questions, a SDM video, both interventions or control (no intervention). Randomisation was stratified by participant health literacy ('adequate' vs 'limited'), as assessed by the Newest Vital Sign.

main outcome measuresSelf-efficacy to ask questions and be involved in decision-making, and intention to engage in SDM.

participants1439 Australian adults, recruited online.

resultsThe effects of the Choosing Wisely questions and SDM video did not differ based on participants' health literacy for most primary or secondary outcomes (all two-way and three-way interactions p>0.05). Compared with individuals with 'adequate' health literacy, those with 'limited' health literacy had lower knowledge of SDM rights (82.1% vs 89.0%; 95% CI: 3.9% to 9.8%, p<0.001) and less positive attitudes towards SDM (48.3% vs 58.1%; 95% CI: 4.7% to 15.0%, p=0.0002). They were also more likely to indicate they would follow low-value treatment plans without further questioning (7.46/10 vs 6.94/10; 95% CI: 0.33 to 0.72, p<0.001) and generated fewer questions to ask a healthcare provider which aligned with the Choosing Wisely questions (χ

conclusionAdults with limited health literacy continue to have lower scores on decision-making outcomes in the context of low value care. Ongoing work is needed to develop and test different intervention formats that support people with lower health literacy to engage in question asking and SDM.

Indexed as

Decision MakingDecision Making, SharedHealth LiteracyMedical OverusePatient ParticipationAdultAgedAustraliaCommunicationFemaleHumansMaleMiddle AgedSelf EfficacyCommunicationDecision makingShared decision making

Identifiers

PMID39174336
PMCPMC12013561

What OpenQuestion 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 OpenQuestion graph.