⚠️

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 →

Harbhajan ParmarM.D.

Internal Medicine · Willoughby, OH 44094

NPI: 1003842824

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24

🟡 Moderate

Risk Flags

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

Risk indicators are statistical patterns, not allegations. Learn more

17,428

Total Claims

$1.4M

Drug Cost

790

Beneficiaries

$1,779

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. 110,156 Internal Medicine providers

-62%

Opioid rate vs peers

0.8% vs 2.2% avg

+26%

Cost per patient vs peers

$1,779 vs $1,411 avg

+42%

Brand preference vs peers

15.1% vs 10.6% 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

⚠️

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

0.8%

Opioid Rate

147

Opioid Claims

$2,993

Opioid Cost

8.2%

Long-Acting Rate

Brand vs Generic

85% generic

Brand: 2,622 claims · $1.0M

Generic: 14,740 claims · $354K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban625$222K
Interferon Beta-1a13$108K
Deutetrabenazine25$74K
Insulin Glargine,hum.Rec.Anlog223$60K
Dapagliflozin Propanediol68$40K
Rivaroxaban70$35K
Fluticasone/Vilanterol42$23K
Linagliptin46$21K
Budesonide/Formoterol Fumarate42$20K
Empagliflozin47$20K
Fluticasone/Umeclidin/Vilanter29$20K
Sacubitril/Valsartan26$19K
Atorvastatin Calcium822$15K
Insulin Glargine,hum.Rec.Anlog43$13K
Lipase/Protease/Amylase35$11K

Prescribing Profile

191

Unique Drugs

$363K

IRA Negotiated Drugs

$25K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

77

Avg Age

55%

Female

2.10

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