⚠️

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 →

Douglas HoyM.D.

Family Practice · Bellevue, OH 44811

NPI: 1437139755

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24

🟡 Moderate

ML Fraud Detection Score: 95%

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

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Risk Flags

High antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

19,480

Total Claims

$1.7M

Drug Cost

911

Beneficiaries

$1,921

Cost/Patient

Risk Score Breakdown 24/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+9%

Opioid rate vs peers

2.8% vs 2.6% avg

+80%

Cost per patient vs peers

$1,921 vs $1,068 avg

+34%

Brand preference vs peers

12.1% vs 9.0% 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

🤖

Our machine learning model — trained on 281 confirmed fraud cases — gives this provider a "Very High" fraud-pattern score. All 20 decision trees in our ensemble model agree that this provider's prescribing patterns resemble those of confirmed fraud cases. This is a statistical finding, not an accusation.

⚠️

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

2.8%

Opioid Rate

549

Opioid Claims

$13K

Opioid Cost

6.0%

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 2,340 claims · $1.4M

Generic: 17,011 claims · $394K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban386$246K
Empagliflozin138$130K
Semaglutide70$80K
Sitagliptin Phosphate62$61K
Brexpiprazole37$56K
Dapagliflozin Propanediol91$54K
Sacubitril/Valsartan80$51K
Rifaximin12$41K
Insulin Glargine,hum.Rec.Anlog72$40K
Rimegepant Sulfate36$39K
Rivaroxaban54$37K
Fluticasone/Vilanterol59$33K
Fluticasone/Umeclidin/Vilanter37$33K
Rsv Vacc, Pref A And Pref B/Pf79$26K
Cariprazine Hcl16$24K

Prescribing Profile

202

Unique Drugs

$578K

IRA Negotiated Drugs

$111K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

72

Avg Age

54%

Female

1.26

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 of wrongdoing.Methodology · About · Dispute this data