Demonstration disclosure: Serena Whitfield is fictional. Her career, books, remarks and appearances are invented for this interactive DigitallyKnown™ portfolio. References to real research are independently identified and linked.

Executive abstract

This fictional framework proposes evaluating digital healthcare projects across five domains: access, comprehension, clinical appropriateness, trust and long-term stewardship. It is a conceptual model for a fictional leader; it has not been clinically validated and is not a published study.

1. Access

Review device availability, connectivity, disability access, language access, transportation and costs to patients. Identify low-tech alternatives where digital-only pathways could prevent participation.

2. Comprehension

Test whether patients understand instructions, disclosures and choices. Measure success using real user feedback rather than assuming that shorter content is automatically clearer.

3. Clinical appropriateness

Ensure that clinical decisions retain professional oversight, safety protocols and documented escalation routes. Avoid allowing automation to conceal uncertainties.

4. Trust

Explain how information is used, who can review decisions and how patients can challenge errors. Build privacy and informed consent into implementation.

5. Stewardship

Assign long-term owners to the program, monitor outcomes across population groups and revisit the system when conditions change.

Research foundation

The 2025 WHO report on social determinants of health equity frames the non-medical conditions that shape health, while AHRQ documents both benefits and implementation considerations for patient-centered health IT. These sources inform the questions above; they do not validate the fictional framework.

Real research informing this fictional work

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