ArticleResearch square2026
Associations Between Health Information Sources, Sociodemographic and Clinical Characteristics, and Decision-Making Among Women with Early-Stage Breast Cancer.
Article in Research square, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Background: Most breast cancer cases in the United States are diagnosed early, and women often must decide whether to undergo mastectomy or breast-conserving surgery to treat their cancer. Ideally, women engage in shared decision-making with their provider, which involves becoming informed about surgical options. This study examined where women obtain health information to inform surgical decision-making, sociodemographic and clinical factors associated with their use of specific sources, and potential factors (e.g., cancer stage) associated with surgical decisions. Methods: Women diagnosed with early-stage breast cancer ( Results: Women relied on various sources, including healthcare providers, the internet, social media, and friends and family. The most frequently cited were breast cancer surgeons, breast cancer organizations, Facebook, and spouses/partners. Women of color had higher odds ( Conclusions: These findings highlight the multifaceted nature of information-seeking and decision-making among women with early-stage breast cancer and underscore the need for continued research as the health information landscape evolves.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.