A quality performance measure is a standardized yardstick that tracks how well a doctor, clinic, hospital, or health plan delivers a specific piece of care, such as checking blood pressure at every visit or keeping a patient’s blood sugar in a safe range. These measures are the backbone of value-based care, the shift away from paying only for the number of visits or procedures and toward paying for results that actually help patients. If you have seen the term QPM on a billing explanation, a health plan report card, or a clinic’s website, this guide explains what it means, how it is calculated, and why it has nothing to do with medication timing despite the similar-looking abbreviation.
What Does QPM Mean in Healthcare?
In the context of healthcare quality reporting, QPM stands for quality performance measure. It is a specific, countable indicator that federal programs, health plans, and hospitals use to judge whether care meets an accepted standard. A quality performance measure usually has two parts: a denominator, which is the group of patients who should receive a certain type of care, and a numerator, which is the number of those patients who actually received it or reached a target result.
For example, a common quality performance measure asks what percentage of patients with diabetes had their hemoglobin A1c tested and controlled in the past year. The denominator is every patient with diabetes in the practice, and the numerator is how many of them met the A1c target. The resulting percentage becomes the practice’s score on that particular measure.
How Quality Performance Measures Fit Into Value-Based Care
Traditional fee-for-service payment pays a clinician for each visit or test, regardless of outcome. Value-based care ties at least part of a clinician’s or hospital’s payment to how well they perform on quality performance measures. The idea is to reward care that keeps people healthier and reduces unnecessary hospital visits, rather than simply rewarding volume.
Two major systems shape most quality performance measures that patients might encounter in the United States. The Merit-based Incentive Payment System, known as MIPS, is run by the Centers for Medicare & Medicaid Services (CMS) and applies to clinicians who bill Medicare. Under MIPS, a portion of a clinician’s Medicare payment depends on their quality performance category score, which is built from specific quality performance measures they choose to report.
The Healthcare Effectiveness Data and Information Set, known as HEDIS, is a different set of measures developed by the National Committee for Quality Assurance and used mainly by private health insurance plans, including many Medicare Advantage plans. More than 90 percent of U.S. health plans use HEDIS measures to compare how well they manage conditions like diabetes, high blood pressure, and asthma across their members.
The Quality Payment Program
CMS bundles MIPS and a related track for advanced payment models under an umbrella called the Quality Payment Program, sometimes abbreviated QPP. This program is the administrative structure that collects quality performance measure data from clinicians and translates it into payment adjustments the following year.
Types of Quality Performance Measures
Quality experts generally sort quality performance measures into three categories, based on a framework developed by physician Avedis Donabedian decades ago. Understanding these categories helps explain why some measures focus on what a clinic has in place, others on what staff actually do, and others on what happens to the patient.
| Measure type | What it tracks | Plain-language example |
|---|---|---|
| Structural measure | Whether the right systems, staff, or technology are in place to deliver good care | Does the clinic use electronic health records that can flag overdue screenings? |
| Process measure | Whether recommended steps of care were actually carried out | Did the patient get a mammogram or colonoscopy on schedule? |
| Outcome measure | What actually happened to the patient’s health | Did the patient’s blood pressure or A1c reach a healthy range? |
| Patient experience measure | How patients rate their communication and care | Did the patient feel their doctor listened and explained things clearly? |
| Balancing measure | Whether fixing one problem accidentally created another | Did faster discharge times lead to more hospital readmissions? |
Common condition-specific quality performance measures that patients often see referenced include diabetes control, based on hemoglobin A1c results, blood pressure control for people with hypertension, cholesterol management using LDL or total cholesterol levels, and cancer screening rates for breast, cervical, and colorectal cancer.
Why Quality Performance Measures Matter to You as a Patient
Quality performance measures were designed to benefit patients, even though the terminology can feel bureaucratic. Here is what these measures actually mean for your care.
First, they create accountability. When a clinic knows its diabetes control rate will be reported and possibly tied to payment, it has a concrete reason to build reminder systems, follow up on missed appointments, and coordinate care more closely.
Second, they help you compare options. Medicare’s Care Compare tool and private insurers’ plan comparison pages often display quality performance measure scores and star ratings, which can help you choose a health plan or understand how a hospital performs on specific conditions.
Third, they are not a complete verdict on your individual care. A measure reflects a group average across many patients, and your doctor may have good clinical reasons for departing from a general target in your specific case, such as an older patient for whom a very strict blood sugar target could increase fall risk.
Latest Scientific Advances
Recent health services research has examined how well quality performance measures actually work in practice, and the picture is more nuanced than a simple “more measurement is always better” story.
A large 2025 systematic review published in The BMJ looked at the United Kingdom’s long-running pay-for-performance program for primary care, which rewards clinics for meeting quality targets similar to those used in U.S. value-based care. In plain terms, the review found that tying payment to quality measures did improve recorded care in the first year after a new measure was introduced, but the improvement often faded by the third year, and much of the gain disappeared again when the financial incentive was later removed. For patients, this suggests that quality measures can nudge care in the right direction, but the effect may need to be refreshed or adjusted over time rather than assumed to last forever. This is well-established evidence from a rigorous, pre-registered systematic review, so it can be considered reliable.
A 2024 study in the American Journal of Managed Care looked at Medicaid patients and found that quality performance measure scores, specifically HEDIS scores, were meaningfully higher for patients who had an established, ongoing relationship with their assigned primary care doctor compared with patients who were assigned on paper but rarely actually seen by that doctor. In plain language, this means the quality score a clinic receives can depend heavily on whether patients are genuinely receiving regular care there, not just on how good the clinic is. This was a large retrospective study of over 100,000 patients, giving it reasonably solid, though not experimental-trial-level, reliability.
A 2023 study in the International Journal for Quality in Health Care, based on data from 17 hospitals, found that hospitals with better patient experience scores, meaning patients felt well informed and well treated, also tended to have lower infection rates, shorter hospital stays, and fewer readmissions. In plain terms, this indicates that how a hospital treats patients as people and its clinical safety record often move together rather than being separate concerns. This was an observational study, so it shows a pattern rather than proof that one causes the other, but the pattern was consistent across multiple outcomes.
Finally, a notable 2024 consensus statement from several major U.S. infectious disease and hospital medicine societies, published in Clinical Infectious Diseases, raised a caution about one specific quality performance measure for sepsis care. In plain language, the group found that a widely used sepsis quality measure led hospitals to give more antibiotics and intravenous fluids to meet the measure, without clear evidence that patient survival actually improved, and the societies recommended retiring that particular measure in favor of new ones focused more directly on patient outcomes. This is a useful reminder that not every quality performance measure is perfectly designed, and medical experts do continue to review and revise them. This statement carries strong reliability because it reflects formal agreement among several national medical specialty societies reviewing the same body of evidence.
Limitations to Keep in Mind
Quality performance measures are useful tools, but they are not perfect mirrors of care quality. A measure can only capture what it is designed to count, so a clinic could score well on a specific diabetes measure while still falling short in areas the measure does not track. Measures can also create unintended incentives, such as focusing extra attention on patients who are close to meeting a target while patients who are further away receive less benefit. Reputable quality programs, including MIPS and HEDIS, are periodically revised for exactly this reason, and clinicians and researchers regularly publish critiques that lead to measure retirement or redesign, as seen in the sepsis example above.
How to Find Quality Performance Measure Scores
If you want to see quality performance measure data for a specific hospital, clinic, or Medicare Advantage plan, the Medicare Care Compare tool published by CMS is the main public resource, and it displays star ratings built from underlying quality performance measures. Many private health plans also publish HEDIS-based quality summaries in their member materials or annual plan comparison documents, often alongside customer satisfaction survey results.
Glossary
| Term | Definition |
|---|---|
| MIPS | The Merit-based Incentive Payment System, a CMS program that adjusts Medicare payments to clinicians based on quality, cost, and other performance categories. |
| HEDIS | The Healthcare Effectiveness Data and Information Set, a library of standardized quality measures used mainly by private health insurance plans. |
| Value-based care | A payment approach that ties part of a clinician’s or hospital’s payment to measured quality and outcomes rather than paying only for volume of services. |
| Quality Payment Program (QPP) | The CMS administrative program that includes MIPS and collects quality performance measure data used to adjust Medicare payments. |
| Numerator | In a quality performance measure, the number of patients who actually received the recommended care or reached the target result. |
| Denominator | In a quality performance measure, the total group of patients who were eligible to receive a particular type of care. |
| Process measure | A quality measure that tracks whether a recommended action, such as a screening test, was actually carried out. |
| Outcome measure | A quality measure that tracks the actual health result a patient experienced, such as reaching a target blood pressure. |
| Structural measure | A quality measure that tracks whether a healthcare organization has the systems or staffing in place to support good care. |
| Star ratings | A one-to-five rating system CMS uses to summarize Medicare Advantage and Part D plan quality performance measure results for consumers. |
Frequently Asked Questions
What is a quality measure?
A quality measure is a standardized way of turning a specific piece of healthcare, such as a screening test or a controlled lab result, into a number that can be tracked and compared over time. Quality measures are used by government programs, health plans, and hospitals to monitor whether patients are receiving recommended care and reaching healthy targets. They generally rely on medical records, billing data, or patient surveys rather than a single doctor’s personal judgment.
What is the numerator of a quality measure?
The numerator of a quality measure is the count of patients within the eligible group who actually received the recommended service or reached the target outcome. For example, in a blood pressure control measure, the numerator would be the number of patients with hypertension whose blood pressure readings were within the healthy range during the measurement period. Dividing the numerator by the denominator produces the percentage score reported for that measure.
What is a process measure in quality improvement?
A process measure tracks whether a specific recommended action was completed, rather than the ultimate health result. Examples include whether a diabetic patient received an annual eye exam or whether a patient was screened for depression at a wellness visit. Process measures are useful because they can be improved relatively quickly and clearly show whether recommended steps of care are being followed consistently.
What is a structural measure in quality improvement?
A structural measure looks at the underlying systems, staffing, or technology a healthcare organization has in place to support quality care, rather than any single patient’s experience. Examples include whether a hospital has board-certified specialists on staff or whether a clinic uses an electronic health record system capable of sending screening reminders. Structural measures are considered a foundation that makes good process and outcome measures more achievable.
What is a balancing measure in quality improvement?
A balancing measure checks whether an effort to improve one area of care accidentally created a new problem elsewhere. For example, if a hospital shortens the average length of stay to improve efficiency, a balancing measure would track whether readmission rates rose as a result. Balancing measures help quality improvement teams see the full picture rather than optimizing one number at the expense of another.
Does a low quality performance score mean my doctor gave me bad care?
Not necessarily. A quality performance measure reflects an average across many patients over a set time period, and individual medical circumstances can pull a clinic’s score down even when care was appropriate for each specific patient. A clinic serving patients with limited transportation access or multiple complex conditions, for instance, may show a lower screening rate despite delivering thoughtful, individualized care. If you have questions about a specific measure or your own results, your doctor’s office can usually explain the context behind the number.
Sources
- Centers for Disease Control and Prevention (CDC) — High Quality Care: Guidelines and Quality Measures, 2025 — CDC High Quality Care guidelines and quality measures
- Centers for Medicare & Medicaid Services (CMS) — Healthcare Effectiveness Data and Information Set (HEDIS), 2025 — CMS HEDIS overview for Special Needs Plans
- National Library of Medicine, MedlinePlus (NIH) — How to Understand Your Lab Results, 2024 — MedlinePlus: How to Understand Your Lab Results
- Ho L, Mercer SW, Henderson D, Donaghy E, Guthrie B — Effect of UK Quality and Outcomes Framework pay-for-performance programme on quality of primary care: systematic review with quantitative synthesis — The BMJ, 2025 — Effect of UK QOF pay-for-performance programme on quality of primary care
- Love K, Turner S, Runger G, Adams C, Riley W — Patient assignment and quality performance: a misaligned system — The American Journal of Managed Care, 2024 — Patient assignment and quality performance: a misaligned system
- Abdalla R, Pavlova M, Groot W — Association of patient experience and the quality of hospital care — International Journal for Quality in Health Care, 2023 — Association of patient experience and the quality of hospital care
- Harris M, Rhee J, Barr M, et al. — General practice incentives: a review of the international literature — British Journal of General Practice, 2026 — General practice incentives: a review of the international literature
- Rhee C, Strich JR, Chiotos K, et al. — Improving Sepsis Outcomes in the Era of Pay-for-Performance and Electronic Quality Measures: A Joint IDSA/ACEP/PIDS/SHEA/SHM/SIDP Position Paper — Clinical Infectious Diseases, 2024 — Improving Sepsis Outcomes in the Era of Pay-for-Performance and Electronic Quality Measures
Further reading
- Review the meaning behind another common chart abbreviation in this guide to past medical history documentation.
- Learn how clinicians structure a visit note by reading this explanation of history of present illness notes.
- Understand a related documentation term by exploring this guide to review of systems questioning.
- See how independence is assessed clinically by checking this overview of activities of daily living assessments.
- Explore how heart rhythm findings are documented in this guide to normal sinus rhythm notation.
Many of the quality performance measures described above are built directly from lab results you can review yourself, including hemoglobin A1c for diabetes control, LDL cholesterol for heart disease risk, and kidney function markers like creatinine. Understanding your own numbers can help you follow the same trends your care team is tracking and ask more informed questions at your next visit. BloodSense can help you make sense of these results without needing to interpret raw lab jargon on your own.
