Medicare Enrolled
Dr. Robert Williams, MD
Family Medicine · Ocala, FL
Practice pattern: Mixed Practice
— Diverse clinical practice across multiple procedure types
Low-engagement
Very High
DATA COVERAGE
Data in 4 of 4 federal sources
Measures public federal data availability — not provider quality
Informational, not a quality rating.
This page presents federal public records about Dr. Williams from CMS (NPPES, Open Payments, Medicare Provider Utilization, PECOS). It is not medical advice, an endorsement, or a judgment of clinical quality. Always consult the provider directly and a licensed clinician for medical decisions. Read methodology →
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What this data tells you about Dr. Williams
Dr. Robert Williams is a family medicine specialist in Ocala, FL, with 19 years of NPI registration. Based on federal Medicare data, Dr. Williams performed 12,676 Medicare services across 8,457 unique beneficiaries.
Between the years covered by Open Payments, Dr. Williams received a total of $16,197 from 43 pharmaceutical and/or device companies across 423 individual payments. These payments are legal, publicly disclosed under the federal Sunshine Act, and common in family medicine. Most payments are for meals and travel — low-value interactions common across virtually all practicing physicians. Patients may wish to discuss these relationships with their provider.
The Data Coverage level for Dr. Williams is Very High — reflecting how much public federal data is available about this provider. This is not a quality rating. Patients are encouraged to use this data as one of several factors when choosing a healthcare provider.
✓ 19 years in practice
▲ Top 1% volume in FL
$16,197 industry payments
Florida License Status
FL DOH · MQA1
Active license
None
Board action on record
0
Recent admin complaints
| Profession | License # | Status | Expires | Board Action |
|---|---|---|---|---|
| Medical Doctor | 100345 | Clear | January 31, 2028 | — |
Data from Florida Department of Health Medical Quality Assurance.
License records are public under Chapter 119, Florida Statutes.
Verify directly on FL DOH →
Medicare Practice Summary
Medicare Utilization ↗12,676
Medicare services
Top 1% in FL for family medicine
8,457
Unique beneficiaries
$16
Avg. Medicare payment
Medicare patients only (65+ / disabled) · Not a quality rating · How to read this →
~667 Medicare services per year of practice
Top procedures by volume
Ranked by number of services performed for Medicare patients. Avg. submitted charge is what the provider billed; avg. Medicare payment is what CMS paid.
| Procedure | Volume | Avg. paid | Avg. submitted |
|---|---|---|---|
| Contrast dye for imaging (iodine-based) A contrast agent containing 300-399 mg/ml of iodine used to enhance imaging studies. It is administered per milliliter to improve the visibility of internal structures. |
1,300 | $0 | $0 |
| Blood draw (venipuncture) Insertion of a needle into a vein to collect a blood sample. |
1,014 | $7 | $11 |
| Complete blood count (CBC) with differential An automated laboratory test that measures the levels of red blood cells, white blood cells, and platelets in the blood, including a breakdown of the different types of white blood cells. |
908 | $8 | $16 |
| Comprehensive metabolic blood panel A blood test that measures a group of chemicals, including glucose, electrolytes, and kidney and liver function markers. |
904 | $10 | $21 |
| Lipid panel (cholesterol and triglycerides) A blood test that measures cholesterol and triglyceride levels. |
859 | $13 | $27 |
| Thyroid stimulating hormone (TSH) test A blood test that measures the level of thyroid stimulating hormone to evaluate thyroid function. |
819 | $16 | $34 |
| Urinalysis, manual A manual laboratory examination of a urine sample to check for various substances and cells. |
733 | $3 | $7 |
| Office visit, established patient (30-39 min) A follow-up office visit for an existing patient lasting between 30 and 39 minutes. The visit involves medical evaluation and management of the patient's condition. |
691 | $87 | $246 |
| Free thyroxine (T4) test A blood test that measures the level of free thyroxine, a thyroid hormone, in the bloodstream. |
650 | $9 | $18 |
| Creatinine test (kidney function) A blood test that measures the amount of creatinine to assess kidney function or detect muscle injury. |
646 | $5 | $10 |
| Hemoglobin A1c test (diabetes monitoring) A blood test that measures your average blood sugar levels over the past two to three months. |
631 | $9 | $19 |
| Urine microalbumin test A laboratory test that measures the amount of a specific protein called microalbumin in a urine sample. This analysis helps assess kidney function. |
614 | $6 | $12 |
| Office visit, established patient (20-29 min) An office visit for an existing patient lasting between 20 and 29 minutes. The visit involves medical evaluation and management of the patient's condition. |
305 | $55 | $177 |
| Free T3 thyroid hormone test A blood test that measures the level of free triiodothyronine (T3) hormone in your body. This helps assess how well your thyroid gland is functioning. |
248 | $17 | $34 |
| Vitamin D level test A blood test to measure the amount of Vitamin D-3 in your body. |
212 | $29 | $59 |
| Annual depression screening | 182 | $18 | $35 |
| Vitamin B-12 level test A blood test that measures the amount of vitamin B-12 in your body. |
172 | $15 | $30 |
| Folic acid level test A blood test that measures the amount of folic acid in the serum. |
146 | $14 | $29 |
| Ferritin level test (iron stores) A blood test that measures the level of ferritin, a protein that stores iron in the body. |
141 | $13 | $27 |
| Iron level test | 139 | $6 | $13 |
| Parathyroid hormone level test A blood test that measures the amount of parathyroid hormone in your body. This hormone helps regulate calcium levels in the blood and bones. |
138 | $40 | $83 |
| Urine total protein level A laboratory test that measures the total amount of protein present in a urine sample. |
127 | $4 | $7 |
| Phosphate level test A blood test that measures the amount of phosphate in your body. Phosphate is a mineral that helps keep bones and teeth strong. |
126 | $5 | $9 |
| Drug screening test A laboratory test that uses a chemistry analyzer to detect the presence of drugs in a sample. |
106 | $59 | $124 |
| PSA test (prostate cancer screening) | 93 | $18 | $37 |
| PSA test (prostate cancer screening) A blood test that measures the level of prostate-specific antigen to screen for prostate cancer. |
63 | $19 | $38 |
| Electrocardiogram (EKG), 12-lead A standard heart rhythm test using at least 12 leads to record electrical activity. A healthcare provider interprets the results and provides a written report. |
62 | $9 | $48 |
| Total testosterone level test A blood test that measures the total amount of testosterone in your body. This hormone is important for various bodily functions in both men and women. |
56 | $25 | $52 |
| Chest X-ray, 2 views An X-ray imaging test of the chest that captures two different angles to visualize the lungs, heart, and chest wall. |
54 | $21 | $64 |
| Natriuretic peptide level test A blood test that measures the level of natriuretic peptide, a protein produced by the heart and blood vessels. |
53 | $38 | $79 |
| Smoking cessation counseling, 4-10 minutes A brief counseling session focused on helping patients quit smoking and tobacco use. The provider spends 4 to 10 minutes discussing strategies and support for cessation. |
44 | $15 | $29 |
| Annual wellness visit, follow-up A follow-up annual wellness visit that includes a personalized prevention plan of service. |
43 | $127 | $274 |
| Cystatin C level test A blood test that measures the level of cystatin C, a protein produced by cells in the body. This measurement is used to help assess kidney function. |
35 | $18 | $37 |
| Telephone medical discussion, 5-10 minutes A phone conversation with a physician lasting between 5 and 10 minutes to discuss medical matters. |
34 | $35 | $109 |
| Drug injection, under skin or into muscle A procedure involving the administration of a medication or substance via injection into the subcutaneous tissue or muscle. |
33 | $9 | $27 |
| Bone density scan (DEXA) A test that uses low-dose X-rays to measure bone mineral density in the hip, pelvis, and spine. It helps assess bone strength and risk of fractures. |
31 | $37 | $137 |
| Uric acid level test A blood test that measures the level of uric acid in your body. Uric acid is a waste product formed when the body breaks down purines. |
27 | $4 | $9 |
| New patient office visit (45-59 min) An initial office visit for a new patient lasting between 45 and 59 minutes. This code covers the total time spent by the physician or qualified healthcare professional on the date of the encounter. |
26 | $116 | $325 |
| Hip X-ray, 2-3 views An X-ray imaging test of the hip joint using two to three different angles to visualize the bones and surrounding structures. |
22 | $30 | $89 |
| Basic metabolic blood panel A blood test that measures a group of basic chemicals, including total calcium levels. |
20 | $8 | $17 |
| X-ray of lower and sacral spine, 2-3 views An X-ray imaging test that captures 2 to 3 views of the lower back and sacral spine to visualize the bones and joints in this area. |
19 | $28 | $73 |
| Flu vaccine, quadrivalent A flu shot containing four strains of the influenza virus to help prevent seasonal influenza infection. |
19 | $76 | $143 |
| Flu vaccine administration This procedure involves the administration of the influenza virus vaccine. It covers the process of delivering the vaccine to the patient. |
19 | $29 | $30 |
| Knee X-ray, 3 views An X-ray imaging test of the knee joint that captures three different angles to evaluate the bones and surrounding structures. |
18 | $30 | $63 |
| Spirometry test before and after medication A test that measures the amount of air you can exhale and the speed of your breathing before and after taking a medication. |
17 | $26 | $73 |
| Lung volume test using gas dilution or washout A test that measures the amount of air in your lungs by using a gas dilution or washout method. |
17 | $30 | $82 |
| Pulmonary gas exchange test A test to examine how well the lungs exchange gases. |
17 | $38 | $106 |
| Telephone medical discussion, 11-20 minutes A phone conversation with a physician lasting between 11 and 20 minutes. |
17 | $64 | $175 |
| Home health plan of care certification Certification by a physician or allowed practitioner for Medicare-covered home health services under a home health plan of care. This includes contacting the home health agency and reviewing reports of patient status required by physicians. |
15 | $41 | $100 |
| Ear wax removal by washing This procedure involves the removal of impacted ear wax using a washing technique. |
11 | $14 | $29 |
How to read this data: This reflects Medicare patients only (typically 65+). Payment amounts are what Medicare paid the provider, not your out-of-pocket cost. A higher procedure volume generally indicates more experience with that procedure.
Industry Payment Transparency
Open Payments through 2024 ↗$16,197
Total received (2018-2024)
Avg $2,314/year across 7 years
Top 2% in FL for family medicine
43
Companies
423
Individual payments
All payments are legal and publicly reported · Not evidence of wrongdoing · How to interpret →
Payment profile
Industry payments classified by relationship type. Not all payments are equal — research and consulting reflect different relationships than speaking programs or meals.
Meals & Travel
Food, beverages, travel, and lodging — typically low-value
$16,197 (100.0%)
Payment trend by year
Annual totals from pharmaceutical and medical device companies.
2024
$1,454
2023
$1,627
2022
$1,949
2021
$2,757
2020
$1,697
2019
$3,049
2018
$3,664
Payments by company (2024)
Consulting
Speaking
Meals & Travel
Research
AstraZeneca Pharmaceuticals LP
$2,218
Novo Nordisk Inc
$1,401
SANOFI-AVENTIS U.S. LLC
$1,369
Amgen Inc.
$1,333
Janssen Pharmaceuticals, Inc
$1,078
Boehringer Ingelheim Pharmaceuticals, Inc.
$958
GlaxoSmithKline, LLC.
$854
Lilly USA, LLC
$843
AbbVie Inc.
$771
Novartis Pharmaceuticals Corporation
$754
ABBVIE INC.
$592
E.R. Squibb & Sons, L.L.C.
$530
Astellas Pharma US Inc
$272
Horizon Therapeutics plc
$266
Bayer HealthCare Pharmaceuticals Inc.
$264
Biohaven Pharmaceuticals, Inc.
$257
Lundbeck LLC
$232
Amarin Pharma Inc.
$226
Medtronic Vascular, Inc.
$206
Biohaven Pharmaceutical Holding Company Ltd.
$162
Roche Diagnostics Corporation
$144
Merck Sharp & Dohme Corporation
$143
Teva Pharmaceuticals USA, Inc.
$127
Bayer Healthcare Pharmaceuticals Inc.
$125
Harmony Biosciences LLC
$123
Horizon Pharma plc
$120
Takeda Pharmaceuticals U.S.A., Inc.
$119
AbbVie, Inc.
$114
ACADIA Pharmaceuticals Inc
$90
Daiichi Sankyo Inc.
$81
Stryker Corporation
$74
Lexicon Pharmaceuticals, Inc.
$62
Eisai Inc.
$55
PFIZER INC.
$50
Exact Sciences Corporation
$33
Nestle HealthCare Nutrition Inc.
$29
Salix Pharmaceuticals, a division of Bausch Health US, LLC
$26
Intuitive Surgical, Inc.
$19
Boston Scientific Corporation
$17
Allergan Inc.
$16
Abbott Laboratories
$15
Allergan, Inc.
$15
Mylan Specialty L.P.
$13
Top 3 companies account for 30.8% of total payments
Associated products mentioned in payments ›
AIMOVIG · AIRSUPRA · AJOVY · AREXVY · Aimovig · Aliqopa · Androgel · BASAGLAR · BELSOMRA · BEVESPI AEROSPHERE · BREZTRI · BYDUREON · BYSTOLIC · CD cobas Analyzer Series · CHANTIX · COLOGUARD DNA CAPTURE REAGENTS · ClosureFast · Cologuard Collection Kit · DUEXIS · Da Vinci Surgical System · Dayvigo · EMGALITY · ENTRESTO · EVENITY · FARXIGA · FREESTYLE LIBRE 3 · HawkOne · INVOKANA · Inpefa · JANUVIA · JARDIANCE · KRYSTEXXA · Kerendia · LINZESS · MAKO · MOUNJARO · MOVANTIK · Morphabond ER · NUPLAZID · NURTEC ODT · OFEV · OPDIVO · Otezla · Ozempic · PRALUENT · PRIMARY CARE - DISEASE STATE · QULIPTA · RYBELSUS · Repatha · Rybelsus · SOLIQUA · SOLIQUA 100/33 · SPIRIVA RESPIMAT · STIOLTO RESPIMAT · SYNTHROID · TOUJEO · TRADJENTA · TRELEGY ELLIPTA · TRINTELLIX · TRULICITY · TZIELD · Trintellix · UBRELVY · VRAYLAR · VYEPTI · Vascepa · Veozah · Victoza · WATCHMAN FLX · Wakix · Wegovy · XARELTO · XIFAXAN · Xultophy 100/3.6 · Yupelri · ZENPEP · ZEPOSIA
Should you be concerned? Payments from pharmaceutical and device companies are legal and common — 57% of U.S. physicians receive at least one. They often reflect legitimate consulting, research, or education. What matters is whether a recommended drug or device appears in your doctor's payment records. If so, consider asking your doctor about it. How to interpret this data →
Most payments (100%) are for meals and travel — low-value interactions that are common across virtually all practicing physicians. Total industry engagement is in the top 2% for family medicine in FL.
Equivalent to $128 per 100 Medicare services performed
Geographic Context
Family medicine physicians within 10 mi
220
Per 100K population
56.7
County median income
$58,535
Nearest hospital
MARION COMMUNTIY HOSPITAL
0.0 mi
0.0 mi
Data Sources
| Provider Registry | ✓ NPPES | Weekly updates |
| Medicare Enrollment | ✓ PECOS | Monthly updates |
| Practice Data | ✓ Medicare Util. | Annual (CY lag) |
| Industry Payments | ✓ Open Payments | CY 2024 |
| Disciplinary History | — Not public | N/A |
This provider has data in 4 of 4 available federal datasets, with a Data Coverage level of Very High. This measures how much public data is available about a provider — not how good they are. How we calculate this →
Summary
Dr. Williams is a mixed practice specialist, with above-average Medicare volume (top 1% in FL), with low-engagement industry engagement in the top 2% of FL peers, with 19 years of NPI registration.
This summary is auto-generated from federal data. It describes data availability and patterns — not clinical quality. Read our methodology →
Frequently Asked Questions
Is Dr. Williams experienced with contrast dye for imaging (iodine-based)?
Based on Medicare claims data, Dr. Williams performed 1,300 contrast dye for imaging (iodine-based) services. Research suggests that higher procedure volume is often associated with better outcomes, particularly for complex procedures. Note that Medicare data only captures patients aged 65 and older, so the total practice volume across all patients is likely higher.
Does Dr. Williams receive payments from pharmaceutical companies?
Yes. Dr. Williams received a total of $16,197 from 43 companies across 423 individual payments. These payments are legal, publicly disclosed under the federal Sunshine Act, and common among physicians — 57% of all U.S. physicians receive at least one industry payment. Patients may wish to ask their doctor about these relationships, especially if a recommended drug or device appears in the payment records.
How do Dr. Williams's costs compare to other family medicine physicians in Ocala?
Dr. Williams's average Medicare payment per service is $16. Note that these figures represent what Medicare pays, not your out-of-pocket cost, which depends on your specific insurance plan and deductible. Procedure-level data above shows both what was submitted and what Medicare paid for each service type.
What does Data Coverage mean?
Data Coverage (currently Very High for Dr. Williams) measures how much public federal data is available about a provider. It is not a quality rating. A "Very High" or "High" level means the provider has data across multiple federal sources (NPPES, PECOS, Medicare Utilization, Open Payments), indicating a long track record of practice, Medicare participation, and industry disclosure. A "Low" or "Moderate" level may simply mean the provider is newer, does not see Medicare patients, or has not received any industry payments — none of which are inherently negative. Read our full methodology →
Is this data up to date?
Each data source has its own update cycle. Provider registry data (NPPES) is updated weekly. Medicare enrollment (PECOS) is updated monthly. Medicare practice data has a ~2 year lag — the most recent available is typically 2 years prior. Industry payment data (Open Payments) is published annually, usually in June, covering the prior calendar year. We display the data date prominently on each section so you always know how current it is. See our data freshness policy →
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About this page
All data on this page is sourced verbatim from public federal records published by the U.S. Centers for Medicare & Medicaid Services (CMS): NPPES ↗, Open Payments ↗, Medicare Provider Utilization ↗, and PECOS. Publication is mandated by the Physician Payments Sunshine Act (§6002 ACA, 42 U.S.C. §1320a-7h) and the Freedom of Information Act.
This page is not medical advice, an endorsement, a recommendation, or a quality rating. The Transparency Score measures data completeness — how much federal information exists for this provider — not clinical performance, patient outcomes, or quality of care. Always verify information directly with the provider and consult a licensed clinician before making medical decisions.
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