# Impact of a web‐based breast cancer surgery decision aid on knowledge and perceptions of feeling informed in clinics that care for socioeconomically disadvantaged patients: An Alliance Clinical Trial (A231701CD)

**Authors:** Jessica R. Schumacher, Bret M. Hanlon, David Zahrieh, Paul J. Rathouz, Jennifer L. Tucholka, Grace McKinney, Angelina D. Tan, Catherine R. Breuer, Lisa Bailey, Anna M. Higham, Julie S. Wecsler, Alicia Arnold, Anthony J. Froix, Scott Dull, Andrea M. Abbott, Stephanie G. Fine, Kandace P. McGuire, Anna S. Seydel, Patricia McNamara, Selina Chow, Heather B. Neuman

PMC · DOI: 10.1002/cncr.70314 · 2026-02-11

## TL;DR

A web-based tool for breast cancer surgery decisions did not improve patient knowledge but made patients feel more informed, especially among socioeconomically disadvantaged groups.

## Contribution

The study evaluates a web-based decision aid's impact on patient knowledge and perceived information in socioeconomically disadvantaged breast cancer patients.

## Key findings

- The web-based decision aid was not associated with improved knowledge compared to usual care.
- Patients in the decision aid arm reported higher perceptions of feeling informed.
- Non-White race and lower education levels were linked to lower knowledge scores.

## Abstract

To test the effectiveness of a surgical web‐based decision aid (DA) in improving knowledge.

DAs support decision making by providing information about the options.

A stepped wedge trial was conducted in 10 National Cancer Institute Community Oncology Research Program clinics (Alliance for Clinical Trials in Oncology). Clinics were randomized to time of transition from usual care (UC) to delivery of a web‐based DA. Patients with stage 0 through 3 breast cancer being considered for surgery were enrolled. Knowledge (primary outcome) was measured using the Breast Cancer Surgery Decision Quality Instrument and patients were asked, “How informed do you feel?” Intervention effects were tested with linear mixed‐effects models, accounting for surgeon and clinic‐level clustering, time, and enrollment after COVID. Additional models controlled for demographics.

A total of 44% of DA arm patients reviewed the DA and 58% in UC arm reported reviewing “any information.” Being in the DA arm versus UC was not associated with knowledge. However, “review of information” was associated with higher knowledge. In addition, non‐White race and lower education were associated with lower knowledge. The DA arm was associated with higher perceptions of feeling informed (parameter estimate 1.36; 95% CI, 0.18–2.55; p = .02); this persisted even when controlling for review of information or demographics.

Improved knowledge was not demonstrate with a web‐based DA versus UC. Interestingly, the DA was associated with a higher likelihood of feeling informed. Future research will explore the discrepancy between patients feeling informed but having low knowledge, especially for disadvantaged patients.

ClinicalTrials.gov Identifier: NCT0376600

Although in this stepped‐wedge clinical trial we did not demonstrate improved knowledge with a web‐based DA versus UC, we observed that the DA was associated with a higher likelihood of feeling informed. Future research will explore the discrepancy between patients feeling informed but having low knowledge, especially for disadvantaged patients.

## Linked entities

- **Diseases:** breast cancer (MONDO:0004989)

## Full-text entities

- **Diseases:** COVID (MESH:D000086382), Breast Cancer (MESH:D001943)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12892235/full.md

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Source: https://tomesphere.com/paper/PMC12892235