⚠️

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 →

Jennifer DerbyD.O.

Family Practice · Broadway, VA 22815

NPI: 1033290804

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15

🟡 Moderate

Risk Flags

Elevated antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

10,767

Total Claims

$1.1M

Drug Cost

676

Beneficiaries

$1,624

Cost/Patient

Risk Score Breakdown 15/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

-54%

Opioid rate vs peers

1.2% vs 2.6% avg

+52%

Cost per patient vs peers

$1,624 vs $1,068 avg

+48%

Brand preference vs peers

13.3% 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

⚠️

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

1.2%

Opioid Rate

129

Opioid Claims

$964

Opioid Cost

Long-Acting Rate

Brand vs Generic

87% generic

Brand: 1,420 claims · $916K

Generic: 9,254 claims · $176K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban176$163K
Empagliflozin105$133K
Dulaglutide48$62K
Semaglutide40$61K
Semaglutide35$57K
Liraglutide27$55K
Sitagliptin Phosphate26$37K
Fluticasone/Vilanterol37$24K
Insulin Glargine,hum.Rec.Anlog21$23K
Insulin Detemir13$18K
Fluticasone Propion/Salmeterol75$18K
Rivaroxaban21$18K
Dapagliflozin Propanediol18$17K
Tiotropium Bromide15$17K
Budesonide/Formoterol Fumarate26$14K

Prescribing Profile

143

Unique Drugs

$372K

IRA Negotiated Drugs

$236K

GLP-1 Drugs

15.0

Anomaly Score

Patient Profile

74

Avg Age

62%

Female

1.44

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