Assess provider network adequacy against CMS, state, and NCQA standards for time-distance, provider-to-member ratios, appointment wait times, and essential community provider requirements to ensure regulatory compliance and member access.
This skill evaluates healthcare provider network adequacy against regulatory requirements from CMS (42 CFR 438.68 for Medicaid, Medicare Advantage network adequacy), state insurance department standards, and NCQA accreditation criteria. Network adequacy ensures health plan members have reasonable access to covered services within acceptable time, distance, and availability parameters. Inadequate networks result in regulatory penalties, member complaints, delayed care, and potential CMS sanctions. This skill performs comprehensive quantitative analysis across time-distance, provider ratios, and appointment availability dimensions.
| Input | Description | Format |
|---|---|---|
provider_network | Contracted providers with specialty, address, accepting status, panel capacity | JSON array |
member_data | Member distribution by zip code, age, sex, plan type, special needs | JSON object |
regulatory_standards | Applicable CMS, state, and NCQA time-distance and ratio requirements | JSON object |
geo_data | Road network and public transit data for travel time calculations | JSON object |
appointment_availability | Secret shopper or reported appointment availability data | JSON object |
grievance_data | Access-related member grievances and complaints | JSON array |
essential_community_providers | ECP list and contracting status | JSON array |
network_adequacy_report:
analysis_date: date
service_area: string
total_members: number
total_network_providers: number
effective_network_providers: number
time_distance_analysis:
- specialty: string
standard_minutes: number
members_meeting_standard: number
members_meeting_standard_pct: number
gap_member_count: number
gap_zip_codes: array
compliance_status: string
ratio_analysis:
- specialty: string
provider_count: number
member_count: number
ratio: string
benchmark: string
compliance_status: string
appointment_availability:
- specialty: string
standard_days: number
actual_median_days: number
pct_meeting_standard: number
compliance_status: string
ecp_analysis:
total_ecps_in_area: number
contracted_ecps: number
contracting_pct: number
compliance_threshold: number
compliance_status: string
uncontracted_priority: array
gaps_identified:
- specialty: string
gap_type: string
severity: string
affected_members: number
remediation_options: array
remediation_timeline: string
overall_compliance_status: string
regulatory_filing_readiness: boolean
Apply the CMS Network Adequacy Framework (three pillars):
Enhanced with NCQA Network Management Standards:
Example: Medicaid Managed Care Plan (150,000 Members, 12-County Service Area)