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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 →

Jennifer ArmstrongAPNP

Nurse Practitioner · Kenosha, WI 53142

NPI: 1518509413

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43

🟠 Elevated

Risk Flags

Extreme opioid rate vs specialty peers95th percentile opioid prescribingHigh long-acting opioid rate vs peers

Risk indicators are statistical patterns, not allegations. Learn more

1,648

Total Claims

$142K

Drug Cost

260

Beneficiaries

$545

Cost/Patient

Risk Score Breakdown 43/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 218,535 Nurse Practitioner providers

+1681%

Opioid rate vs peers

67.4% vs 3.8% avg

-54%

Cost per patient vs peers

$545 vs $1,174 avg

-8%

Brand preference vs peers

8.2% 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 1,681% above the average for Nurse Practitioner providers. While some providers legitimately treat pain-heavy populations, deviations of this magnitude are rare and warrant examination.

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

Opioid Prescribing

67.4%

Opioid Rate

1,110

Opioid Claims

$127K

Opioid Cost

23.2%

Long-Acting Rate

This provider's opioid prescribing rate of 67.4% is above the 20% threshold that CMS considers elevated.

Brand vs Generic

92% generic

Brand: 135 claims · $107K

Generic: 1,513 claims · $35K

Patient Profile

73

Avg Age

68%

Female

1.29

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