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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 →

Jong JinMD

Internal Medicine · Chicago, IL 60659

NPI: 1225062912

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17

🟡 Moderate

Risk Flags

High antipsychotic prescribing (65+)Extreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

27,240

Total Claims

$1.5M

Drug Cost

422

Beneficiaries

$3,484

Cost/Patient

Risk Score Breakdown 17/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
High fills per patient+5

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

-93%

Opioid rate vs peers

0.2% vs 2.2% avg

+147%

Cost per patient vs peers

$3,484 vs $1,411 avg

+3%

Brand preference vs peers

11.0% vs 10.6% avg

Opioid Prescribing

0.2%

Opioid Rate

44

Opioid Claims

$365

Opioid Cost

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 2,980 claims · $1.1M

Generic: 24,205 claims · $355K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Sitagliptin Phosphate886$193K
Paliperidone Palmitate33$110K
Apixaban266$68K
Linagliptin189$38K
Insulin Glargine,hum.Rec.Anlog113$36K
Fluticasone/Vilanterol82$32K
Insulin Aspart98$30K
Atorvastatin Calcium2,951$21K
Insulin Lispro70$21K
Chlorpromazine Hcl69$19K
Budesonide/Formoterol Fumarate46$18K
Empagliflozin104$18K
Linaclotide25$13K
Lipase/Protease/Amylase12$13K
Potassium Chloride237$11K

Prescribing Profile

165

Unique Drugs

$326K

IRA Negotiated Drugs

17.0

Anomaly Score

Patient Profile

66

Avg Age

43%

Female

1.98

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