⚠️

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 →

Roger HolmanDO

Family Practice · Coopersville, MI 49404

NPI: 1073518270

Share:

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.

Learn more →

Risk Flags

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

Risk indicators are statistical patterns, not allegations. Learn more

14,579

Total Claims

$1.4M

Drug Cost

683

Beneficiaries

$2,069

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

+123%

Opioid rate vs peers

5.8% vs 2.6% avg

+94%

Cost per patient vs peers

$2,069 vs $1,068 avg

+36%

Brand preference vs peers

12.3% 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

🤖

ML fraud detection score of 95% 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

5.8%

Opioid Rate

840

Opioid Claims

$16K

Opioid Cost

3.1%

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 1,762 claims · $1.1M

Generic: 12,585 claims · $294K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban188$154K
Dulaglutide120$149K
Dapagliflozin Propanediol117$94K
Fluticasone/Umeclidin/Vilanter88$86K
Empagliflozin92$75K
Insulin Glargine,hum.Rec.Anlog88$73K
Semaglutide44$62K
Budesonide/Formoterol Fumarate53$32K
Rivaroxaban30$30K
Tirzepatide25$29K
Sitagliptin Phosphate35$26K
Insulin Glargine,hum.Rec.Anlog40$24K
Insulin Aspart37$23K
Insulin Glargine,hum.Rec.Anlog36$20K
Mirabegron35$19K

Prescribing Profile

184

Unique Drugs

$417K

IRA Negotiated Drugs

$239K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

70

Avg Age

44%

Female

1.17

Avg Risk Score

Explore More

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