medication-adherence-assessment

You compute medication adherence MPR and PDC from FHIR data by analyzing MedicationDispense and MedicationRequest resources to extract dispense history for active chronic medications. This Skill calculates both metrics over a defined period to quantify patient adherence.

You can correlate medication adherence metrics with key clinical outcomes including HbA1c, blood pressure, and LDL. This Skill correlates adherence data with these clinical markers to evaluate treatment effectiveness and generate actionable intervention recommendations.

You identify polypharmacy burden and refill gaps in FHIR MedicationDispense records by analyzing active medication lists and dispense timelines. This Skill flags refill gaps, early refills, and polypharmacy burden to highlight potential adherence barriers.

Yes, this medication adherence assessment applies the WHO 5-Dimension framework to evaluate patient barriers. It combines this framework with computed MPR, PDC, and polypharmacy metrics to produce a structured report with recommended interventions.

The best way to assess barriers to medication adherence using clinical analytics is combining quantitative metrics like PDC with the WHO 5-Dimension framework. This Skill analyzes FHIR dispense data to flag gaps and correlate adherence with outcomes like HbA1c and BP.