Recurring implementation determinants in digital health innovations: a multi-context multiple case study and cross-case synthesis into a four-domain analytical framework - Report - MDSpire

Recurring implementation determinants in digital health innovations: a multi-context multiple case study and cross-case synthesis into a four-domain analytical framework

  • By

  • Mariusz Jaworski

  • Petra Petrová

  • Thomas Spittler

  • Radu-George Ciorap

  • Agnieszka Wojtczuk-Turek

  • Ilona Cieslak

  • July 15, 2026

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Clinical Report: Identifying Common Factors in the Implementation of Digital Health Innovations

Overview

This study identifies key determinants affecting the implementation of digital health technologies across various European contexts. A four-domain analytical framework was developed based on the analysis of 13 digital health implementations to aid in planning and assessing readiness for digital health interventions.

Background

The implementation of digital health technologies is critical for enhancing healthcare delivery, yet many initiatives fail to transition from pilot phases to routine practice. Understanding the factors influencing successful implementation can help address barriers to the integration of these technologies into healthcare systems.

Data Highlights

The study analyzed 13 digital health implementations from six European countries, identifying 20 recurring implementation determinants organized into four domains: technological, organizational, user-related, and system-level.

Key Findings

  • Implementation challenges often extend beyond technology to include organizational and systemic factors.
  • Common barriers include interoperability, usability, and funding stability.
  • User engagement and staff competencies are critical for successful implementation.
  • The four-domain framework serves as a tool for structuring implementation knowledge across diverse settings.
  • Leadership and governance play significant roles in the adoption of digital health technologies.

Clinical Implications

Healthcare professionals should consider the broader context of digital health implementation, including organizational structures and user engagement strategies.

Conclusion

The study provides a structured approach to understanding the complexities of digital health implementation.

Related Resources & Content

  1. Frontiers in Digital Health, 2026 -- Best practices and challenges in executing large scale pilots for eHealth deployment and managing innovation: the GATEKEEPER experience
  2. Journal of Medical Internet Research (JMIR), 2026 -- Assessment of a Digital Health Platform Using Web Analytics and User Experience Measurements: Quantitative Study Based on RE-AIM
  3. Journal of Medical Internet Research (JMIR), 2026 -- Current Practices and a Novel Operational Framework for Planning Research on Digital Health Promotion Interventions From Development to Implementation: Scoping Review
  4. Frontiers in Digital Health — A European framework for the assessment of digital health technologies: conceptual advances, challenges, and future directions
  5. TEFCA - ONC - Office of the National Coordinator for Health Information Technology
  6. Digital health - WHO
  7. SMART Guidelines - WHO
  8. Common Agreement - ONC TEFCA RCE
  9. WORLD HEALTH ORGANIZATION
  10. Implementation considerations - WHO guideline Recommendations on Digital Interventions for Health System Strengthening - NCBI Bookshelf
  11. Identifying what works in mental health apps through meta-regression analyses of 169 trials | npj Digital Medicine
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  13. Remote Monitoring Approaches to Reduce Readmissions After Infection and Sepsis: A Randomized Clinical Trial - PMC
  14. Expanding Technology-Enabled, Nurse-Delivered Chronic Disease Care : A Pragmatic, Randomized, Effectiveness-Implementation Trial - PubMed
  15. Effect of a Multidimensional Digital Health Intervention on Quality of Life in Breast Cancer Survivors: A Randomized Controlled Trial | JCO Clinical Cancer Informatics
  16. Making telehealth delivery of cancer care at home effective and safe: A pragmatic cluster randomized trial. | Journal of Clinical Oncology
  17. Healthcare consumers' acceptance and use of digital health technology in LMICs and the role of self-efficacy and facilitating conditions: a systematic review and meta-analysis - PubMed
  18. Barriers and facilitators to digital health tool adoption for hypertension management: systematic review of qualitative studies - PubMed
  19. Journal of Medical Internet Research - Characterizing Behaviors That Influence the Implementation of Digital-Based Interventions in Health Care: Systematic Review
  20. Evidence and recommendations - WHO guideline Recommendations on Digital Interventions for Health System Strengthening - NCBI Bookshelf

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