⚠️

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 →

Jing LiuAPRN

Nurse Practitioner · Columbus, OH 43213

NPI: 1780087643

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42

🟠 Elevated

Risk Flags

Extreme opioid rate vs specialty peers99th percentile opioid prescribing

Risk indicators are statistical patterns, not allegations. Learn more

3,481

Total Claims

$116K

Drug Cost

381

Beneficiaries

$305

Cost/Patient

Risk Score Breakdown 42/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+25
Opioid rate (national percentile)+15

Score components are additive. Read full methodology

Peer Comparison vs. 218,535 Nurse Practitioner providers

+2163%

Opioid rate vs peers

85.6% vs 3.8% avg

-74%

Cost per patient vs peers

$305 vs $1,174 avg

-80%

Brand preference vs peers

1.8% vs 8.9% avg

⚠️ This provider has metrics more than 3 standard deviations above their specialty average in one or more categories.

Opioid Prescribing

85.6%

Opioid Rate

2,979

Opioid Claims

$106K

Opioid Cost

9.6%

Long-Acting Rate

This provider's opioid prescribing rate of 85.6% is above the 20% threshold that CMS considers elevated.

Brand vs Generic

98% generic

Brand: 61 claims · $19K

Generic: 3,420 claims · $97K

Patient Profile

63

Avg Age

65%

Female

1.94

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.Methodology · About