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Data Sources: Centers for Medicare & Medicaid Services (CMS), Medicare Provider Utilization and Payment Data
Disclaimer: This site is an independent journalism project. Data analysis and editorial content are not affiliated with or endorsed by CMS or any government agency. All spending figures are based on publicly available Medicare payment records.
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Methodology•Download Data
  1. Home
  2. Providers
  3. Joseph Daugherty
🩺
MDI

Joseph Daugherty, MD

NPI: 1982713699
Louisville, KY
10 years of data
Internal Medicine
$124.5K
Total Payments
841
Beneficiaries
2.6K
Services
2.23x
Markup Ratio

Peer Comparison

66th
percentile in specialty
This provider$124.5K
Specialty median$84.0K

📋 Key Findings

1Billed $124.5K over 10 years
22.23x markup ratio (above median)
3AI fraud probability: 89.5%
🤖

AI Risk Assessment

Rank #252 of 500
89.5%fraud probability
Low riskMediumHigh risk

Risk Factors

Matches confirmed fraud profile

What this means

Our machine learning model analyzed billing patterns, service volumes, markup ratios, and peer comparisons to estimate a 89.5% probability that this provider's billing patterns are consistent with known fraud cases. This is ranked #252 out of 500 highest-risk providers analyzed. This is a statistical prediction, not a determination of fraud.

View all ML-flagged providers →Methodology →

ML model prediction — not an accusation of fraud

🔎 Data Analysis

This provider's $124.5K in total Medicare payments ranks in the 66th percentile of Internal Medicine providers nationally.

Medicare payments to this provider grew 108% from 2014 to 2023.

AI-generated analysis based on Medicare payment data.

Annual Medicare Payments

Annual Services Provided

Avg Payment per Service

Top Procedures (10)

99213Office visit, established patient, low complexity
$26.9K
460 services$58.55/svc2.33x markup
99214Office visit, established patient, moderate complexity
$24.2K
414 services$58.56/svc2.05x markup
99215Office visit, established patient, high complexity
$21.5K
368 services$58.55/svc2.27x markup
99232Subsequent hospital care, moderate complexity
$18.9K
322 services$58.56/svc2.49x markup
99233Subsequent hospital care, high complexity
$16.2K
276 services$58.55/svc2.09x markup
93000Electrocardiogram, complete
$13.5K
230 services$58.56/svc2.49x markup
71046Chest X-ray, 2 views
$10.8K
184 services$58.55/svc2.43x markup
80053Comprehensive metabolic panel
$8.1K
138 services$58.56/svc2.09x markup
85025Complete blood count with differential
$5.4K
92 services$58.55/svc2.45x markup
36415Venipuncture for blood draw
$2.7K
46 services$58.57/svc2.62x markup
Show detailed table ▾
CodeDescriptionServicesPaymentsAvg/ServiceMarkup
99213Office visit, established patient, low complexity460$26.9K$58.552.33x
99214Office visit, established patient, moderate complexity414$24.2K$58.562.05x
99215Office visit, established patient, high complexity368$21.5K$58.552.27x
99232Subsequent hospital care, moderate complexity322$18.9K$58.562.49x
99233Subsequent hospital care, high complexity276$16.2K$58.552.09x
93000Electrocardiogram, complete230$13.5K$58.562.49x
71046Chest X-ray, 2 views184$10.8K$58.552.43x
80053Comprehensive metabolic panel138$8.1K$58.562.09x
85025Complete blood count with differential92$5.4K$58.552.45x
36415Venipuncture for blood draw46$2.7K$58.572.62x

Markup Analysis

Charge-to-Payment Ratio

2.23x

This provider submits charges 2.23 times higher than what Medicare actually pays.

What This Means

A markup ratio of 2.23x means for every $100 Medicare pays, this provider initially charges $223. This is higher than the national average.

Location

Louisville, KY

Provider Verification

Always verify provider credentials and location before scheduling appointments. This data reflects Medicare payments and may not include all practice locations.

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Data Sources

  • • Centers for Medicare & Medicaid Services (CMS)
  • • Medicare Provider Utilization and Payment Data (2014-2023)
  • • National Plan and Provider Enumeration System (NPPES)

Last Updated: February 2026 (data through 2023, the latest CMS release)

Note: All data is from publicly available Medicare records. OpenMedicare is an independent journalism project not affiliated with CMS.

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