⚠️

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 →

Rachele WilliamsMD

Physical Medicine and Rehabilitation · Houston, TX 77019

NPI: 1457322752

Share:

33

🟠 Elevated

Risk Flags

Very high opioid rate vs specialty peers99th percentile opioid prescribing

Risk indicators are statistical patterns, not allegations. Learn more

293

Total Claims

$8,263

Drug Cost

87

Beneficiaries

$95

Cost/Patient

Risk Score Breakdown 33/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+18
Opioid rate (national percentile)+15

Score components are additive. Read full methodology

Peer Comparison vs. 7,404 Physical Medicine and Rehabilitation providers

+356%

Opioid rate vs peers

92.2% vs 20.2% avg

-79%

Cost per patient vs peers

$95 vs $455 avg

+85%

Brand preference vs peers

5.8% vs 3.1% avg

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

🔎 Data Overview

💊

Opioid rate is 356% above Physical Medicine and Rehabilitation peers. This is a significant deviation that may reflect a specialized patient population or concerning prescribing patterns.

Insights generated from CMS data analysis. Statistical patterns are not accusations — always consider clinical context.

Opioid Prescribing

92.2%

Opioid Rate

270

Opioid Claims

$7,090

Opioid Cost

14.8%

Long-Acting Rate

This provider's opioid prescribing rate of 92.2% is above the 20% threshold that CMS considers elevated.

Brand vs Generic

94% generic

Brand: 17 claims · $2,444

Generic: 276 claims · $5,819

Patient Profile

69

Avg Age

52%

Female

4.20

Avg Risk Score

Explore More

Data from CMS Medicare Part D Prescriber Public Use File, 2023. Risk scores are statistical indicators, not allegations.Methodology · About