Healthcare benchmarks are spread across dozens of sources, from free government databases to paid subscription tools run by professional associations. The right source depends on what you’re benchmarking: clinical quality, financial performance, patient experience, staffing, or overall operations. Here’s a practical guide to the major sources, what each one actually contains, and who it’s most useful for.
CMS Care Compare and Provider Data Catalog
The most accessible starting point is the federal government. The Centers for Medicare and Medicaid Services publicly reports over 150 hospital quality measures through two free tools: Care Compare on Medicare.gov and the Provider Data Catalog on data.cms.gov. Care Compare lets you look up individual hospitals and compare them side by side, while the Provider Data Catalog gives you downloadable data sets for larger-scale analysis.
The data covers a wide range of categories: process of care measures (whether providers followed evidence-based treatment guidelines), outcome measures (mortality and complication rates), patient experience scores from the HCAHPS survey, hospital-acquired infection rates from the CDC’s National Healthcare Safety Network, readmission rates, emergency department throughput times, imaging efficiency, and care coordination metrics. If you run a hospital or work for a health system, this is where you can see how your facility stacks up against regional and national averages at no cost.
HCAHPS for Patient Experience
The Hospital Consumer Assessment of Healthcare Providers and Systems survey is the national standard for measuring patient experience. It contains 22 core questions covering communication with nurses and doctors, staff responsiveness, hospital cleanliness, quietness of the environment, communication about medications, discharge instructions, care coordination, and symptom information. Patients also give an overall hospital rating and indicate whether they’d recommend the facility.
HCAHPS results are publicly reported on Care Compare and factor into Medicare’s value-based purchasing payments. Because every Medicare-participating hospital uses the same survey instrument, the data is genuinely comparable across facilities. If your focus is patient satisfaction benchmarking, HCAHPS is the definitive source.
MGMA for Practice Operations and Finances
The Medical Group Management Association runs one of the most widely used benchmarking platforms for physician practices and medical groups. Their DataDive product draws from annual surveys of thousands of practices and covers financial and operational metrics you won’t find in government databases: practice expenses and revenue, accounts receivable, payer mix, staffing ratios broken down by role (clinical support, front office, business support, ancillary staff), and turnover and hiring rates.
MGMA also tracks operational KPIs like scheduling efficiency, patient portal usage, call center volume, call abandonment rates, claims posted, claims denied, and charge posting lag time. The data is filterable by practice size, specialty, region, and ownership type, which makes apples-to-apples comparisons possible. Access requires a subscription, but for private practices and medical groups trying to understand where they’re losing money or falling behind operationally, MGMA is the industry standard.
HEDIS for Health Plan Quality
If you’re benchmarking health plan performance rather than provider performance, the Healthcare Effectiveness Data and Information Set from the National Committee for Quality Assurance is the primary tool. HEDIS includes more than 90 measures across six domains: effectiveness of care, access and availability of care, experience of care, utilization, health plan descriptive information, and measures reported using electronic clinical data.
NCQA collects HEDIS data directly from health plans, and the measures are used in health plan accreditation, employer purchasing decisions, and state Medicaid program evaluations. Plans that score well on HEDIS measures often use those results in marketing. If you work for a payer, a benefits department, or a provider organization with value-based contracts tied to plan-level metrics, HEDIS benchmarks are essential.
MIPS Quality Benchmarks
Clinicians participating in the Merit-based Incentive Payment System need benchmarks specific to Medicare’s quality reporting requirements. CMS publishes annual benchmark files that define the scoring ranges for each MIPS quality measure, organized by decile. For example, the 2025 benchmarks for the diabetes glycemic control measure show an average performance rate of 25.75%, with decile scoring ranges that let you see exactly where your performance falls relative to all other reporting clinicians.
These benchmark files are downloadable from the Quality Payment Program website (qpp.cms.gov) and are updated each performance year. They cover hundreds of individual clinical quality measures. If your practice reports to MIPS, reviewing these benchmarks before selecting your quality measures helps you choose measures where you’re likely to score well.
HFMA MAP Keys for Revenue Cycle
The Healthcare Financial Management Association maintains a set of industry-standard revenue cycle KPIs called MAP Keys. These are specifically designed for hospitals and health systems tracking the financial side of operations. The key metrics include net days in accounts receivable (how quickly you collect after providing care), days in discharged-not-final-billed status (how long it takes to generate a bill after a patient leaves), and days in final-billed-not-submitted-to-payer status (how long completed claims sit before going out the door).
MAP Keys also tracks aged accounts receivable as a percentage of total billed A/R, broken into aging buckets: 0 to 30 days, 31 to 60, 61 to 90, 91 to 120, and over 120 days. Participating organizations submit their data and receive benchmark reports showing how their revenue cycle compares to peers. For CFOs and revenue cycle directors, this is one of the most granular financial benchmarking tools available in healthcare.
NDNQI for Nursing Quality
The National Database of Nursing Quality Indicators focuses specifically on metrics tied to nursing care rather than physician-driven outcomes. The core indicators include patient falls, falls with injury, pressure ulcer prevalence (both overall and hospital-acquired), nursing care hours per patient day, skill mix (the ratio of registered nurses to total nursing staff), and RN job satisfaction.
These nursing-sensitive indicators measure structures and processes that are distinctly within nursing’s scope of influence. Hospitals that participate submit unit-level data and receive quarterly benchmark reports comparing their performance to similar units nationally. Magnet-designated hospitals and those pursuing Magnet recognition commonly use NDNQI data to demonstrate nursing quality.
Specialty-Specific Benchmarks
Many medical specialties maintain their own benchmarking programs. In oncology, the American Society of Clinical Oncology runs the Quality Oncology Practice Initiative, which tracks metrics like chemotherapy use in the last 14 days of life, hospice enrollment timing, emergency room visits and ICU admissions in the last 30 days of life, and advance directive completion rates. QOPI certification signals that a practice meets quality thresholds on these measures.
Similar specialty-specific programs exist across healthcare. The Society of Thoracic Surgeons maintains a cardiac surgery outcomes database. The American College of Surgeons runs the National Surgical Quality Improvement Program. Pediatrics, emergency medicine, and behavioral health each have their own benchmarking registries. If you’re in a specific clinical specialty, check whether your professional society offers a quality registry, as these typically provide the most relevant peer comparisons.
OECD for International Comparisons
For benchmarking across countries rather than across providers, the Organisation for Economic Co-operation and Development publishes health system performance data covering its member nations. The OECD framework tracks healthcare quality and outcomes, health spending and financial sustainability, health inequality, and progress toward universal coverage. This data is freely available on the OECD website and is most useful for policy analysts, researchers, and health system leaders interested in how a national system performs relative to peer countries.
Choosing the Right Source
Your starting point depends on your role. Hospital administrators will get the most immediate value from CMS Care Compare (free, publicly available) combined with HFMA MAP Keys for financial benchmarking. Practice managers at physician groups should start with MGMA. Quality directors at health plans need HEDIS. Nursing leaders should look at NDNQI. Clinicians focused on Medicare payment adjustments need the MIPS benchmark files from CMS.
Free sources like CMS and the OECD give you broad quality and outcome comparisons. Paid sources like MGMA, HFMA, and NDNQI offer the granular operational and financial data that’s harder to find publicly. Most organizations serious about benchmarking use a combination: government data for clinical quality context and association data for the operational metrics that drive day-to-day decisions.