On Technology Adoption Scaffolding in Healthcare

The healthcare sector has, in the past two decades, invested heavily in technology. However, it has been met with sustained institutional difficulty in converting that investment into realized value— with the gap between the two widening. Research across scholarly and practitioner communities offers an explanation: absorptive capacity— the infrastructure required to integrate, scale, and sustain new capability— is the principal constraint on technology value realization in health systems, and the lack of it can constrain scaling and full-spectrum value realization, and produce a long-term institutional bias against change. In short, there is plenty of tool deployment, but little structural capacity to properly and reliably experiment, scale, and attain stakeholder approval and sustained usage.

The consequences of inadequate absorptive infrastructure are considerably exacerbated by their second- and third-order effects, which are institutional and cultural. Each failed or poorly performed initiative leads to accumulating bias against change or tool introduction, eroding momentum and organizational will, and by proxy, the capacity for transformation. The literature consistently finds that the modal outcomes for health technology deployment are nonadoption, abandonment, and failure to scale, a 'stalled state' that is reached through seven distinct domains that need to be navigated in order to generate sustained adoption. Further, organizations that rely purely on pilot success without careful consideration on the context surrounding the pilots are at risk of following misleading signals— controlled conditions with clean results do not reliably translate into enterprise-wide success, considering operational complexity. Research consistently supports the conclusion that repeated disruptions to workflows without productivity gains, 'alert fatigue,' and resistance by physicians, are the dominant impediments to scale.

Evidence suggests that enterprises that make building institutional capacity for a proper, gated, and rigorous acquisition-to-scale pipeline— absorptive capacity— will have far greater success in technology and digital transformation initiatives. Three key imperatives for C-suites and project executives in healthcare: (i) developing a structured four-layer framework that governs experimentation environments, integration frameworks, real-time monitoring, and value realization models— serving as a foundation; (ii) a small cross-functional 'Capability Engine'— a pod of executives from different operating environments— providing the institutional coordination platform; (iii) governance structures that hold leaders accountable for results, that is, adoption outcomes, rather than deployment milestones— creating the non-negotiable anchor condition.