Evidence map›Paper›PMID 42168229›Full record

ArticleNPJ breast cancer2026

Women's preferences for breast cancer risk-reducing medications: a discrete choice experiment study.

Qi Gao, Si Ning Serene Goh, Alexis Jiaying Khng, Mikael Hartman, Yi Wang, Jingmei Li

Abstract read
In one paragraph

Article in NPJ breast cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Qi GaoSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
Si Ning Serene GohSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
Alexis Jiaying KhngGenome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
Mikael HartmanSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
Yi WangSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore. ephwyi@nus.edu.sg.
Jingmei LiGenome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.

Funding

National University Cancer Institute Singapore (NCIS) Centre Grant Programme CGAug16M005
6 · The paper itself

Abstract

Despite strong evidence that chemoprevention reduces breast cancer risk in high-risk women, uptake remains low. We hypothesized that healthy women evaluate preventive medications differently from patients and that understanding delivery preferences may inform more acceptable strategies. We conducted a discrete choice experiment with eight attributes: reduction in lifetime breast cancer risk by age 70, treatment duration, modality, frequency, medical recommendation, fertility impact, side effects, and total cost. Women aged 21-59 without prior breast cancer were recruited in Singapore. Each participant completed choice tasks under two perceived lifetime risk scenarios (30% and 80%). Preferences were analyzed using mixed logit models, with conditional relative importance and marginal willingness-to-pay estimated. Among 618 women, respondents generally preferred risk-reducing treatment over no treatment. Across risk scenarios, shorter duration, minimal fertility impact, and fewer side effects were consistently valued. Cost strongly influenced choices, although less so at higher baseline risk. Cost and side effects were the most important attributes in both scenarios. Willingness-to-pay estimates indicated strong aversion to severe side effects and long durations, and a preference for specialist over general practitioner recommendations. Preferences varied by sociodemographic and clinical characteristics. No significant preference differences were observed across delivery modalities.

Identifiers

PMID42168229
PMCPMC13463033

What Socratic 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 Socratic graph.