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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 →

Ashley ByrnesFNP

Nurse Practitioner · Grand Rapids, MI 49525

NPI: 1255900882

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34

🟠 Elevated

Risk Flags

Very high opioid rate vs specialty peers95th percentile opioid prescribingElevated long-acting opioid rate

Risk indicators are statistical patterns, not allegations. Learn more

3,251

Total Claims

$172K

Drug Cost

258

Beneficiaries

$668

Cost/Patient

Risk Score Breakdown 34/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+18
Opioid rate (national percentile)+10
Long-acting opioid rate+4

Score components are additive. Read full methodology

Peer Comparison vs. 218,535 Nurse Practitioner providers

+1234%

Opioid rate vs peers

50.4% vs 3.8% avg

-43%

Cost per patient vs peers

$668 vs $1,174 avg

-59%

Brand preference vs peers

3.6% 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 1,234% 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

50.4%

Opioid Rate

1,640

Opioid Claims

$65K

Opioid Cost

16.5%

Long-Acting Rate

This provider's opioid prescribing rate of 50.4% is above the 20% threshold that CMS considers elevated.

Brand vs Generic

96% generic

Brand: 118 claims · $70K

Generic: 3,133 claims · $102K

Patient Profile

65

Avg Age

70%

Female

1.65

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