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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 →

Malcolm OliverMD

Family Practice · Greenfield, MO 65661

NPI: 1730278730

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29

🟡 Moderate

Risk Flags

High opioid rate vs specialty peersHigh antipsychotic prescribing (65+)Extreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

23,324

Total Claims

$1.7M

Drug Cost

695

Beneficiaries

$2,402

Cost/Patient

Risk Score Breakdown 29/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+10
Elderly antipsychotic prescribing+10
High fills per patient+5

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+373%

Opioid rate vs peers

12.2% vs 2.6% avg

+125%

Cost per patient vs peers

$2,402 vs $1,068 avg

+13%

Brand preference vs peers

10.1% vs 9.0% avg

🔎 Data Overview

💊

Opioid rate is 373% above Family Practice 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

12.2%

Opioid Rate

2,845

Opioid Claims

$202K

Opioid Cost

11.1%

Long-Acting Rate

Brand vs Generic

90% generic

Brand: 2,336 claims · $1.3M

Generic: 20,733 claims · $381K

Patient Profile

72

Avg Age

58%

Female

1.40

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