ArticleJMIR medical informatics2023
Perspectives on Challenges and Opportunities for Interoperability: Findings From Key Informant Interviews With Stakeholders in Ohio.
Article in JMIR medical informatics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
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Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Telemedicine and artificial intelligence in family medicine practice: a systematic review and meta-analysis of barriers and enablers in routine primary care.Frontiers in digital health · 2026Pooled it
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- A problem of Epic proportion.PLOS digital health · 2026Article
- Better than nothing, far from perfect: hospital and healthcare system leaders' perspectives on health information exchanges.JAMIA open · 2026Article
- Health interoperability across phenotypes of family physician practices.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Consolidation of health data to improve health data governance using the Multi-Source Data Analytics and Triangulation platform.BMJ health & care informatics · 2026Article
- Applications of machine learning and deep learning in precision medicine: Opportunities and challenges in genomics, oncology and clinical integration (Review).Biomedical reports · 2025Review
- A Survey on Digital Solutions for Health Services Management: Features and Use Cases from Brazilian National Literature.Healthcare (Basel, Switzerland) · 2025Review
- Barriers and Facilitators to Artificial Intelligence Implementation in Diabetes Management from Healthcare Workers' Perspective: A Scoping Review.Medicina (Kaunas, Lithuania) · 2025Article
- Article
- User Requirements and Conceptual Design for an Electronic Data Platform for Interhospital Transfer Between Acute Care Hospitals: User-Centered Design Study.JMIR human factors · 2025Article
- Impact of Electronic Health Services on Patient Satisfaction in Primary Care: A Systematic Review.Cureus · 2025Review
- Interoperability of telemonitoring data in digital health solutions: a scoping review.Frontiers in digital health · 2025Review
- A unified component-based data-driven framework to support interoperability in the healthcare systems.Heliyon · 2024Article
- Digital Maturity as a Predictor of Quality and Safety Outcomes in US Hospitals: Cross-Sectional Observational Study.Journal of medical Internet research · 2024Observational
- Leveraging data to support health equity in an integrated delivery and finance system.Learning health systems · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInteroperability-the exchange and integration of data across the health care system-remains a challenge despite ongoing policy efforts aimed at promoting interoperability.
objectiveThis study aimed to identify current challenges and opportunities to advancing interoperability across stakeholders.
methodsPrimary data were collected through qualitative, semistructured interviews with stakeholders (n=24) in Ohio from July to October 2021. Interviewees were sampled using a stratified purposive sample of key informants from 4 representative groups as follows: acute care and children's hospital leaders, primary care providers, behavioral health providers, and regional health information exchange networks. Interviews focused on key informant perspectives on electronic health record implementation, the alignment of public policy with organizational strategy, interoperability implementation challenges, and opportunities for health information technology. The interviews were transcribed verbatim followed by rigorous qualitative analysis using directed content analysis.
resultsThe findings illuminate themes related to challenges and opportunities for interoperability that align with technological (ie, implementation challenges, mismatches in interoperability capabilities across stakeholders, and opportunities to leverage new technology and integrate social determinants of health data), organizational (ie, facilitators of interoperability and strategic alignment of participation in value-based payment programs with interoperability), and environmental (ie, policy) domains.
conclusionsInteroperability, although technically feasible for most providers, remains challenging for technological, organizational, and environmental reasons. Our findings suggest that the incorporation of end user considerations into health information technology development, implementation, policy, and standard deployment may support interoperability advancement.
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