Statistical flags indicate unusual patterns — not proof of fraud or wrongdoing. Read our methodology

Arirang Adult Medical Day Care

Custodial Care Facility

Columbia, Maryland

NPI: 1518159920

Risk Tier

Elevated

Total Paid

$29.0M

$29,048,406

Total Claims

342K

Beneficiaries

16K

Avg Cost/Claim

$85.02

Statistical Fraud Flags (1)

Consistent Billing

Monthly billing amounts show almost no natural variation (CV < 0.1).

Monthly billing coefficient of variation: 0.0678 (near-zero variation).

Advanced Detection Signals

Benford's Law Anomaly

Chi-squared statistic of 2.6 — the distribution of leading digits in billing amounts deviates significantly from the expected natural pattern.

Disclaimer: Statistical flags indicate unusual billing patterns — they are not proof of fraud or wrongdoing. Some entities (government agencies, home care programs, hospitals) may legitimately bill at higher rates due to patient acuity, overhead costs, or specialized services. This report is generated from public HHS data and statistical analysis only. No clinical or investigative review has been performed.

Generated by OpenMedicaid | openmedicaid.org | Data: HHS 2018-2024