Predict | Medication Adherence

Improve medication adherence and reduce adverse events.

The magnitude of poor adherence to medications for chronic conditions is striking. Of the approximately four billion prescriptions written each year, 20% are never filled, and when they are, only 50% are taken correctly. Poor medication adherence has been linked to an estimated 125,000 annual deaths, 10% of yearly hospital admissions, and up to $300 billion in annual economic impacts.

BUILT FOR HEALTHCARE

Ingest, normalize, and blend data
from dozens of health data sources.

Electronic Health Records
Unstructured Clinical Notes
e-Prescribing Data
Vital Signs
Remote Monitoring Data
Medical Claims
Rx Claims
ADT Records
Lab Test Results
Social Needs Assessments
Social Determinants of Health
Digital Health

Risk of admission related to low medication adherence in the next six months

HIGH RISK

Patient ID

Gender

Age

Risk Score Percentile

752378431

Male

59

96

Impact on risk

Contributing factor

Value

+26%

Increase in # of Unique Prescribers

5 to 7

+18%

Rise in Regimen Complexity (doses / day)

10 to 18

+11%

Drop in Compliance With Care Plan

Moderate to Poor

+9%

Level of Reported Medication Side Effects

High

AI INFORMS ACTION

Pinpoint high-risk individuals and surface actionable risk factors.

ClosedLoop generates explainable predictions using thousands of auto-generated, clinically relevant contributing factors.

Improve

Improve education on prescriptions and continuity with pharmacists

Aid

Aid in the development of habit-forming behaviors (e.g., refill reminder messages)

Address

Address barriers to filling prescriptions

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Make AI/ML a core element of your care strategy.

Get in touch today to see the ClosedLoop platform in action.