Research Appraisalobservational

Acceptance, Perceived Usefulness, and Data Sharing in Mobile Health Apps Among Patients With Breast Cancer: Cross-Sectional Survey Study

JMIR cancerFlaucher, Madeleine, Ott, Tabea, Nissen, Michael et al.7 Apr 2026DOI

Clinical Snapshot

55CEBM
Evidence: Weakobservational

PICO Framework

P — PopulationPatients with breast cancer in Germany (n=90)
I — InterventionMobile health (mHealth) apps usage and attitudes assessment
C — ComparatorNo comparator group (descriptive cross-sectional study)
O — OutcomesAcceptance, perceived usefulness, empowerment, and data-sharing attitudes toward mHealth apps

Bottom Line

This German cross-sectional survey of 90 breast cancer patients found high smartphone usage (97%) and moderate health app adoption (67%), with most users perceiving apps as useful for health understanding and self-management. While participants showed conditional willingness to share health data for research, concerns about privacy, usability, and cyberchondria were noted. The study provides preliminary insights into mHealth acceptance among breast cancer patients but is limited by small sample size, potential selection bias, and lack of validated measures. Results suggest potential for mHealth integration in breast cancer care, but larger, more rigorous studies are needed to guide implementation. Australian clinicians should consider these findings when discussing digital health tools with patients, while addressing privacy concerns and ensuring apps complement rather than replace clinical care.

Evidence: Weak

Key Findings

  • P Value: Not reported

  • Effect Size: Not reported - descriptive study

  • Primary Outcome: 67% of participants used health apps in the past year; 69% believed apps contribute to better health understanding

  • Nnt Or Sensitivity: 97% daily smartphone use; 70% owned smartwatch/fitness tracker

  • Confidence Interval: Not reported

Clinical Application

High smartphone penetration suggests feasibility, but usability concerns and privacy issues need addressing Relevant to Australian breast cancer care; consider integration with My Health Record and PBS-subsidised digital therapeutics; align with Cancer Australia guidelines Breast cancer patients with access to smartphones and digital technology

Abstract

BACKGROUND: Mobile health (mHealth) apps promise to enhance patient empowerment, enable real-time health monitoring, and support self-management. Patients with breast cancer stand to benefit particularly from these capabilities, given the demanding pre- and posttreatment procedures they face. However, the effective adoption of these tools is challenged by issues including accessibility, usability limitations, and privacy concerns. OBJECTIVE: This study aimed to investigate the current usage behavior and attitudes toward mHealth apps among patients with breast cancer in Germany, focusing on acceptance, usefulness, empowerment, and data-sharing. Specifically, we aimed to identify the incentives and barriers influencing use and the intention to use mHealth apps at the time of this writing to guide their further implementation and use. METHODS: A cross-sectional online survey was conducted between November 2023 and June 2024 using a structured questionnaire developed in German. Participants with a self-reported breast cancer diagnosis were recruited via university hospital channels, patient associations, and social media. Topics included technology and health app usage, perceived usefulness, personal empowerment, and attitudes toward data sharing. The survey comprised both closed- and open-ended questions to capture quantitative patterns and qualitative insights into participants' experiences and perspectives. RESULTS: We collected responses from 90 participants with breast cancer. Participants demonstrated high engagement with digital technology; 97% (87/90) reported daily smartphone use, and 70% (63/90) owned a smartwatch or fitness tracker. Approximately 67% (60/90) of respondents had used health apps in the past year, with many relying on general fitness and lifestyle apps to support their health management. Most participants (62/90, 69%) indicated that health apps contribute to a better understanding of their personal health. Health apps were generally perceived as useful, with users highlighting their ability to provide continuous support and timely, reliable health information (n=31). This, in turn, was seen as instrumental in promoting self-management and empowerment. Respondents also showed a conditional willingness to share personal health data for research, particularly when clear benefits for treatment advancements were evident (n=82). Nonetheless, concerns were raised regarding data privacy, app usability, the need for multiple apps to cover all necessary features, and the potential increase in fear of illness (cyberchondria). CONCLUSIONS: The findings underscore the potential of mHealth apps to empower patients with breast cancer by improving health literacy and supporting self-management. To maximize their impact, future digital health tools must align closely with patient needs by incorporating adaptive, interactive features and integrating seamlessly with clinical care. Addressing key barriers-particularly data privacy and usability issues-is essential for broader adoption. Longitudinal studies are warranted to evaluate the long-term effects of health app usage on patient empowerment, quality of life, and clinical outcomes.

References

  1. 1.Flaucher, M., Ott, T., Nissen, M., Dabrock, P., Huebner, H., Beckmann, M. W., Fasching, P. A., Leutheuser, H., Eskofier, B. M., & Mocker, A. (2026). Acceptance, perceived usefulness, and data sharing in mobile health apps among patients with breast cancer: Cross-sectional survey study. JMIR Cancer, Article 77750. https://doi.org/10.2196/77750
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