⚠️

Risk scores are statistical indicators based on prescribing patterns compared to specialty peers. They are NOT allegations of fraud, misconduct, or improper care. Many legitimate medical reasons can explain outlier prescribing.

Read our methodology →

Patricia Chapman-KellyAPN

Nurse Practitioner · Chicago, IL 60637

NPI: 1083082358

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49

🟠 Elevated

Risk Flags

Extreme opioid rate vs specialty peers95th percentile opioid prescribingHigh cost outlier (population + peer)High long-acting opioid rate vs peers

Risk indicators are statistical patterns, not allegations. Learn more

601

Total Claims

$431K

Drug Cost

32

Beneficiaries

$13K

Cost/Patient

Risk Score Breakdown 49/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+25
Opioid rate (national percentile)+10
Long-acting opioid rate+8
Cost per patient outlier+6

Score components are additive. Read full methodology

Peer Comparison vs. 218,535 Nurse Practitioner providers

+1616%

Opioid rate vs peers

64.9% vs 3.8% avg

+1046%

Cost per patient vs peers

$13K vs $1,174 avg

+114%

Brand preference vs peers

19.0% vs 8.9% avg

⚠️ This provider has metrics more than 3 standard deviations above their specialty average in one or more categories.

🔎 Data Overview

⚠️

Opioid prescribing rate is 1,616% above the average for Nurse Practitioner providers. While some providers legitimately treat pain-heavy populations, deviations of this magnitude are rare and warrant examination.

💰

Cost per patient is 1046% above the specialty average. Extreme cost outliers may indicate prescribing of unnecessarily expensive brand-name drugs or inappropriate drug utilization.

Insights generated from CMS data analysis. Statistical patterns are not accusations — always consider clinical context.

Opioid Prescribing

64.9%

Opioid Rate

390

Opioid Claims

$63K

Opioid Cost

38.7%

Long-Acting Rate

This provider's opioid prescribing rate of 64.9% is above the 20% threshold that CMS considers elevated.

Brand vs Generic

81% generic

Brand: 114 claims · $406K

Generic: 487 claims · $24K

Patient Profile

41

Avg Age

56%

Female

5.24

Avg Risk Score

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Data from CMS Medicare Part D Prescriber Public Use File, 2023. Risk scores are statistical indicators, not allegations.Methodology · About