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John W Beck, PhD |
Key Performance Indicators (KPI) Explained | |||
|
Domain |
KPI |
Definition (how to measure) |
Primary cuts (equity + ops) |
|
Coverage |
Coverage Rate |
% of residents enrolled/covered (point-in-time + annual “covered ≥1 month”) |
State/county; age; income; race/ethnicity; disability; immigration category per program rules |
|
Coverage |
Uninsured Rate |
% residents not covered (point-in-time + annual) |
Same as above |
|
Coverage |
Underinsured Rate |
% covered but facing high-cost burden (define threshold: deductible/OOP vs income; skipped care due to cost) |
Same as above |
|
Utilization |
Avoidable ED Utilization |
% of ED visits classified as avoidable/non-emergent (use a consistent grouper) + avoidable ED visits per 1,000 |
Region; payer/eligibility group; time of day; “no usual source of care” |
|
Outcomes |
Preventable Hospitalizations (ACSC) |
ACSC admissions per 1,000; cost of ACSC admissions; top ACSC drivers (CHF, COPD, diabetes, etc.) |
Region; race/ethnicity; rural/urban; comorbidity risk bands |
|
Access |
Primary Care Access Time |
Median days to next available new-patient appointment; % seen within X days |
Region; plan/provider group; specialty; telehealth vs in-person |
|
Affordability |
Prescription Affordability |
Cost-based nonadherence rate; % reporting rationing; median OOP per Rx; % hitting OOP cap |
Drug class; income bands; chronic conditions; seniors |
|
Admin simplicity |
Administrative Cost Ratio |
Admin costs as % total program spend (and per-member-per-month admin) |
Federal vs state ops; vendor; function (eligibility, claims, appeals) |
|
Network |
Provider Participation Rate |
% providers (by type) accepting program patients + network adequacy measures |
PCP, mental health, OB, specialists; rural/urban; appointment availability |
|
Member rights |
Appeals Resolution Time |
% appeals resolved within SLA (e.g., urgent 72 hrs; pre-service 30 days; post-service 60 days) + backlog |
Appeal type; reason codes; vendor/state; vulnerable populations |
|
Integrity |
Fraud Detection Yield & Error Rates |
True positive yield; false positive rate; improper payment rate; recovery ROI |
Program type; provider category; service category; geography |
|
Equity |
Health Equity Disparity Indices |
Disparity gaps in access/outcomes (e.g., index score, rate ratios/differences) |
Race/ethnicity; income; disability; geography; language |