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@article{191699,
        author = {Vaishali Laxman Tidke and Dr Rameshwar R. Chavan},
        title = {Technology-Driven Healthcare Organizations: An Analytical Review of Implementation Challenges and Emerging Opportunities},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {8},
        pages = {7801-7805},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=191699},
        abstract = {Technology-driven healthcare organizations are expanding rapidly through electronic health records (EHRs), telemedicine, health information exchange (HIE), cybersecurity programs, and data-driven tools such as machine learning (ML). Despite evidence that digital tools can improve safety, continuity, and efficiency, implementation often falls short due to socio-technical complexity, workflow disruption, interoperability limitations, uneven user acceptance, and escalating security risks. This analytical review synthesizes contemporary evidence on major implementation challenges and emerging opportunities across healthcare settings. Drawing on implementation and adoption scholarship, including the NASSS framework, the review organizes findings into five challenge domains: (1) organizational readiness and change management, (2) workflow integration and usability, (3) interoperability and data governance, (4) trust, ethics, and accountability (particularly for ML), and (5) cybersecurity resilience. The review further highlights opportunity pathways including value-based digital transformation, standards-enabled interoperability, human-centered design, governance for responsible AI, and “security-by-design” operational models. Practical implications are offered for healthcare leaders and policymakers to strengthen implementation outcomes through staged adoption, capability building, and alignment of technology decisions with clinical value and organizational performance.},
        keywords = {digital health, EHR, telemedicine, interoperability, cybersecurity, NASSS, implementation challenges, healthcare technology},
        month = {January},
        }