⚠️

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 →

Mark RowandMD

Family Practice · Dallastown, PA 17313

NPI: 1104948702

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21

🟡 Moderate

ML Fraud Detection Score: 86%

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-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

11,423

Total Claims

$1.4M

Drug Cost

820

Beneficiaries

$1,649

Cost/Patient

Risk Score Breakdown 21/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+12%

Opioid rate vs peers

2.9% vs 2.6% avg

+54%

Cost per patient vs peers

$1,649 vs $1,068 avg

+52%

Brand preference vs peers

13.7% 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 86% indicates prescribing patterns with significant similarity to confirmed fraud cases. 17 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

2.9%

Opioid Rate

331

Opioid Claims

$28K

Opioid Cost

4.2%

Long-Acting Rate

Brand vs Generic

86% generic

Brand: 1,550 claims · $1.1M

Generic: 9,753 claims · $210K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban277$223K
Empagliflozin105$114K
Fluticasone/Umeclidin/Vilanter103$109K
Semaglutide49$85K
Dapagliflozin Propanediol60$73K
Dulaglutide39$73K
Rivaroxaban52$41K
Umeclidinium Brm/Vilanterol Tr47$33K
Insulin Degludec20$31K
Insulin Degludec14$25K
Insulin Detemir16$23K
Mirabegron25$23K
Canagliflozin13$23K
Linagliptin27$22K
Insulin Aspart26$22K

Prescribing Profile

146

Unique Drugs

$473K

IRA Negotiated Drugs

$171K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

74

Avg Age

47%

Female

1.10

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