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How to Choose a Residency Program Using Public Data

Program websites and interview days show a program at its best. Public data shows patient volume, hospital quality, local demand and where graduates practice.

Knowing how to choose a residency program is hard because most of what applicants see is marketing: websites, social media and a polished interview day. Public data won’t tell you whether residents are happy, but it can tell you how big and busy a hospital is, how it scores on quality, how much demand there is for doctors in the area, and where people trained there end up. Here’s how to use it alongside the Match process.

1. To choose a residency program, start with the training landscape

Residents and fellows are concentrated in a few states. The map shows full-time-equivalent residents and fellows per 100,000 people, from Medicare hospital cost reports:

Every teaching hospital is on the interactive map below: hover over a dot to see how many residents and fellows it trains, select it to open the hospital’s page, and zoom into a state or pick a specialty to shade counties by how many of those doctors practice there.

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Dots: teaching hospitals, sized by residents and fellows in training (larger dots are bigger; hover for details, select one to open it). Shading: physicians per 100,000 residents by county; pick another specialty above.

Sources: CMS Hospital Provider Cost Reports (residents and fellows, full-time equivalents), CMS Provider Data (hospital locations), NPPES NPI Registry and U.S. Census Bureau ACS 2020–2024 (shading).

By state, residents and fellows per 100,000 people:

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Source: CMS Hospital Provider Cost Reports (residents and fellows in approved programs, full-time equivalents, latest fiscal year per hospital) and U.S. Census Bureau ACS 2020–2024. Training outside hospitals that file cost reports is not counted.

The largest teaching hospitals train thousands of residents and fellows each. Select one to see its clinicians by specialty, quality ratings and nearby hospitals:

Hospitals training the most residents and fellows
HospitalResidents and fellowsBeds
New York-Presbyterian Hospital
New York, NY
2,0152,850
NYU Langone Hospitals
New York, NY
1,3721,663
Montefiore Medical Center
Bronx, NY
1,2761,450
Mount Sinai Hospital
New York, NY
1,0971,046
University of Michigan Health System
Ann Arbor, MI
1,031975
Yale-New Haven Hospital
New Haven, CT
9711,402
Johns Hopkins Hospital, the
Baltimore, MD
9541,039
Cleveland Clinic
Cleveland, OH
9241,318
Vanderbilt University Medical Center
Nashville, TN
9001,129
Hospital of Univ of Pennsylvania
Philadelphia, PA
8841,002
Unc Hospitals
Chapel Hill, NC
857842
Barnes Jewish Hospital
Saint Louis, MO
8101,279
UPMC Presbyterian Shadyside
Pittsburgh, PA
7801,093
Ronald Reagan UCLA Medical Center
Los Angeles, CA
780446
Strong Memorial Hospital
Rochester, NY
777749
Duke University Hospital
Durham, NC
7711,266
Musc Medical Center
Charleston, SC
751949
Massachusetts General Hospital
Boston, MA
751997
Northwestern Memorial Hospital
Chicago, IL
740930
University of Iowa Hospital & Clinics
Iowa City, IA
739743
Source: CMS Hospital Provider Cost Reports, latest fiscal year per hospital (full-time equivalents). Programs are often shared across a health system, so one hospital may report residents who rotate elsewhere.

You can list every teaching hospital in a state on our hospitals page.

2. Look at clinical volume and case mix

A busy service means more experience. On each hospital page you can see how many clinicians in your specialty list the hospital, and on each specialty page the services that specialty bills most in Medicare. Ask programs for case logs and procedure numbers for recent graduates, and compare them with what your specialty board requires.

3. Check hospital quality before you choose a residency program

Hospital pages show Medicare’s overall star rating, the patient survey rating, and how many mortality, safety and readmission measures are better or worse than the national rate. A program’s main hospital isn’t everything, but consistently poor results can signal strained resources.

4. Choose a residency program where you want to practice

Many physicians practice near where they trained. Look at demand where you might stay: doctors per capita by county, shortage areas (often with loan repayment) and aging doctors by state.

5. Use the interview to test what data can’t show

Ask about resident wellness, schedules and duty hours, board pass rates, fellowship and job placement, and what changed after recent feedback. Our residency interview questions list covers what to ask and why.

Program length and fellowships

Training length after medical school ranges from three years to seven or more. See residency and fellowship length by specialty.

Sources

Residents and fellows: CMS Hospital Provider Cost Reports. Program lengths: ACGME (opens in a new tab). Match process and dates: NRMP (opens in a new tab) and AAMC ERAS (opens in a new tab). Hospital quality: CMS Care Compare.