Comment on: https://medinform.jmir.org/2025/1/e84885
doi:10.2196/86837
Keywords
We appreciate the thoughtful comments shared in response to our viewpoint, “Digital Health Innovations to Catalyze the Transition to Value-Based Health Care” []. The correspondents have highlighted several critical dimensions that must be addressed for value-based health care (VBHC) to move from theory to real-world practice [].
We agree that realizing VBHC requires much more than the adoption of digital technologies—it calls for a systemic reorientation of how health systems deliver, measure, and fund care. The points raised regarding patient co-design, digital equity, data interoperability, and integration into workflows align strongly with our original arguments []. As we noted, digital transformation must go beyond digitization and instead support participatory, patient-centered models that meaningfully engage patients and clinicians in decision-making processes.
We also concur that trust is foundational to successful adoption. As health systems increasingly rely on patient-reported outcome measures (PROMs) and patient-reported experience measures, transparent governance and ethical data practices will be key to building confidence among both patients and providers. Similar to prior recommendations in the literature [], we view trust-building as integral to ensuring that patient-generated data are used responsibly to inform care decisions and improve outcomes.
The correspondents’ emphasis on education and training for health care professionals is also well taken. As we continue to study digital PROM implementation in clinical settings, we are exploring structured capacity-building initiatives to strengthen clinicians’ digital literacy and analytic skills—ensuring they can interpret and act upon PROM and patient-reported experience measure data in a timely, patient-centered manner.
Moreover, we appreciate the thoughtful expansion on sustainable financing and business models. We fully agree that aligning payment systems with outcomes is central to sustaining VBHC reforms. As highlighted in recent research on alternative payment models [,], outcome-linked incentives and cross-sector collaboration are essential to support the infrastructure, workforce, and long-term viability of value-based initiatives.
In conclusion, we share the correspondents’ vision for a holistic and equitable transformation of health systems. Realizing the promise of digital health for VBHC requires concurrent progress in technology, governance, education, and financing. We echo their call for further empirical research across diverse health system contexts to identify actionable pathways for scaling digital innovations that deliver measurable value for patients, providers, and society.
Acknowledgments
The authors would like to acknowledge that in line with JMIR’s policy on generative artificial intelligence (AI) usage, we used a generative language model (ChatGPT-5) solely to perform grammar checking and improve the expression of the manuscript text. No content was generated by the AI tool beyond refining wording, and all substantive ideas, analyses, and interpretations remain the responsibility of the authors. The use of the tool is disclosed here for transparency, consistent with JMIR’s requirement for full disclosure of any generative AI usage.
Conflicts of Interest
None declared.
References
- Zhang L, Bullen C, Chen J. Digital health innovations to catalyze the transition to value-based health care. JMIR Med Inform. Jan 20, 2025;13:e57385. [CrossRef] [Medline]
- Vandekerckhove P, Harris BHL, Koizia LJ, Howard S. Involving health, technology, and financial stakeholders in co-designing digital pathways for value-based care. JMIR Med Inform. 2025;13:e84885. [CrossRef]
- Snyder CF, Aaronson NK, Choucair AK, et al. Implementing patient-reported outcomes assessment in clinical practice: a review of the options and considerations. Qual Life Res. Oct 2012;21(8):1305-1314. [CrossRef] [Medline]
- Howard SW, Bradford N, Belue R, et al. Building alternative payment models in health care. Front Health Serv. 2024;4:1235913. [CrossRef] [Medline]
- Teisberg E, Wallace S, O’Hara S. Defining and implementing value-based health care: a strategic framework. Acad Med. May 2020;95(5):682-685. [CrossRef] [Medline]
Abbreviations
| PROM: patient-reported outcome measure |
| VBHC: value-based health care |
Edited by Amanda Iannaccio; This is a non–peer-reviewed article. submitted 30.Oct.2025; accepted 21.Nov.2025; published 04.Dec.2025.
Copyright© Jinsong Chen, Christopher Bullen, Lan Zhang. Originally published in JMIR Medical Informatics (https://medinform.jmir.org), 4.Dec.2025.
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