LOGIK Health

RESEARCH

Researching Clinical Event Governance in Skilled Nursing

Researching Clinical Event Governance in Skilled Nursing

LOGIK Health is developing and evaluating a deterministic clinical governance platform designed to improve the reliability, continuity, and measurability of nurse-provider clinical workflows while preserving independent clinical judgment.

Explore the Research Framework

Clinical communication is more than message delivery

Clinical communication is more than message delivery

Changes in condition frequently unfold across multiple assessments, communications, providers, and nursing shifts. Existing tools can help collect information, transmit a message, or document an encounter, but the clinical event itself may remain fragmented across those activities.

LOGIK is examining whether the clinical event can instead be managed as one persistent, governed operational process.

What is clinical event governance?

What is clinical event governance?

Clinical event governance is the structured management of a clinical concern from recognition through assessment, prioritization, provider notification, awareness, response, reassessment, handoff, and documented resolution.

The message is not the unit of work. The clinical event is.

The message is not the unit of work. The clinical event is.

A staged research framework

A staged research framework

1. Technical conformance

Determine whether the production engine consistently implements the defined clinical governance model.

2. Governance fidelity

Evaluate whether nurses and providers can complete intended workflows consistently through standardized clinical simulation.

3. Implementation readiness

Develop the training, validation, workflow, and deployment framework required for prospective facility evaluation.

Measuring the integrity of the clinical workflow

Measuring the integrity of the clinical workflow

LOGIK’s research framework examines whether the communication process operates as intended. These measures complement, but do not replace, traditional clinical and operational outcomes.

Governance fidelity

Communication completeness

Provider decision readiness

Event continuity

Workflow completion

Cognitive workload

Research status

Research status

LOGIK Health has submitted a Phase I Small Business Innovation Research application to the National Institutes of Health for scientific review. The proposed research focuses on technical feasibility, governance fidelity, workflow performance, provider decision readiness, and implementation readiness.

Application submission and scientific review do not constitute NIH funding, validation, or endorsement.

From controlled validation to real-world evaluation

From controlled validation to real-world evaluation

LOGIK’s staged validation approach begins with deterministic conformance testing and standardized clinical simulation. These findings will inform prospective evaluation with skilled nursing and post-acute care partners.

Research and perspectives

Research and perspectives

NEW RESEARCH

Deterministic Clinical Governance in Skilled Nursing

Moving beyond messaging in change-in-condition management.

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