⚠️

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 MunnAPRN

Nurse Practitioner · Manchester, KY 40962

NPI: 1003243858

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21

🟡 Moderate

🤖 ML Fraud Detection Score: 93%

Machine learning model identifies prescribing patterns consistent with confirmed fraud cases. This is a statistical indicator, not an accusation.

Learn more →

Risk Flags

Elevated antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberExtreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

9,785

Total Claims

$895K

Drug Cost

312

Beneficiaries

$2,870

Cost/Patient

Risk Score Breakdown 21/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid + benzodiazepine combo+8
Elderly antipsychotic prescribing+5
High fills per patient+5

Score components are additive. Read full methodology

Peer Comparison vs. 218,535 Nurse Practitioner providers

+49%

Opioid rate vs peers

5.7% vs 3.8% avg

+144%

Cost per patient vs peers

$2,870 vs $1,174 avg

+94%

Brand preference vs peers

17.2% vs 8.9% avg

⚠️ Opioid + Benzodiazepine Co-Prescriber

This provider prescribes both opioids and benzodiazepines. The FDA has issued a Black Box Warning about the life-threatening risks of concurrent use.

🔎 Data Overview

🤖

ML fraud detection score of 93% indicates prescribing patterns with significant similarity to confirmed fraud cases. 19 out of 20 decision trees flagged this provider.

⚠️

This provider co-prescribes opioids and benzodiazepines — a combination carrying an FDA Black Box Warning due to increased risk of respiratory depression and death. While sometimes clinically necessary, this combination requires careful justification.

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

Opioid Prescribing

5.7%

Opioid Rate

553

Opioid Claims

$8,778

Opioid Cost

Long-Acting Rate

Brand vs Generic

83% generic

Brand: 1,679 claims · $793K

Generic: 8,069 claims · $100K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Semaglutide66$72K
Insulin Glargine,hum.Rec.Anlog76$55K
Insulin Lispro54$49K
Sitagliptin Phosphate63$49K
Linaclotide73$45K
Apixaban58$40K
Budesonide/Formoterol Fumarate86$37K
Tiotropium Bromide52$32K
Dapagliflozin Propanediol43$27K
Empagliflozin36$27K
Tirzepatide19$24K
Linagliptin23$21K
Insulin Detemir21$21K
Icosapent Ethyl30$12K
Exenatide Microspheres13$12K

Prescribing Profile

127

Unique Drugs

$152K

IRA Negotiated Drugs

$96K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

69

Avg Age

58%

Female

1.41

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