Value-Based Care Quality Measures

Key Takeaways

Value-based care quality measures are standardized metrics covering clinical outcomes, cost efficiency, patient experience, and health equity that determine how much healthcare providers are reimbursed under models operated by the Centers for Medicare and Medicaid Services, state agencies, third-party partners and private insurance companies.

By 2030, CMS aims for all Traditional Medicare beneficiaries and most Medicaid beneficiaries to participate in accountable care relationships where payment depends on measured quality and total cost of care performance.

Core quality domains derive from the National Academy of Medicine’s framework (safe, effective, patient-centered, timely, efficient, equitable) and are operationalized in programs like Hospital Value-Based Purchasing, Hospital Readmission Reduction Program, and Medicare Shared Savings Program ACOs.

Healthcare organizations must develop robust data collection, reporting, and continuous improvement capabilities to excel on these measures and avoid financial penalties while achieving better patient outcomes.

OMI helps healthcare organizations track the data and improve capabilities needed to excel on these measures. If you’re navigating the shift to Value-Based Care, we can help navigate program measurement to improve your overall program.

What Are Value-Based Care Quality Measures?

Value-based care quality measures are quantifiable indicators used by payers—including the Centers for Medicare and Medicaid Services, state Medicaid agencies, commercial insurers and others—to evaluate whether care delivered under value-based contracts meets standards for quality, equity, and cost-effectiveness. These measures represent a fundamental shift from traditional fee-for-service payments toward reimbursement models that reward healthcare providers for achieving superior patient outcomes rather than simply delivering more services.

The measurement framework typically encompasses three core accountability pillars:

Quality

Clinical outcomes and care processes that demonstrate effectiveness and safety

Cost

Total cost of care, episode spending, and healthcare utilization patterns

Equity

Closing gaps in care quality and outcomes between different patient populations

Quality measures are generally adopted from nationally recognized sets, such as CMS Core Quality Measures, National Committee for Quality Assurance (NCQA) Healthcare Effectiveness Data and Information Set (HEDIS) measures, and National Quality Forum-endorsed metrics. This standardization ensures consistency across different value-based care programs and enables meaningful benchmarking between healthcare providers.

Results on these measures directly determine financial outcomes for providers participating in value-based payment models. For example, in the Medicare Shared Savings Program ACO program, organizations must achieve minimum quality performance thresholds to earn shared savings, while poor performance can result in shared losses. Similarly, commercial sector value-based care initiatives often tie a significant portion of provider compensation to performance on selected quality metrics, making these measures central to organizational financial health and strategic planning.

Frameworks and Domains Used to Define Quality

Most value-based care quality measures are organized into domains derived from the National Academy of Medicine’s six aims for healthcare improvement, which has been refined and adapted by CMS and other healthcare industry leaders. These domains provide a comprehensive framework for evaluating healthcare delivery across multiple dimensions that matter to patients and payers.

The six core domains include safety (avoiding harm from care delivery), effectiveness (providing evidence-based care that improves patient health outcomes), patient-centeredness (respecting patient preferences and values), timeliness (reducing delays in care delivery), efficiency (optimizing resource use), and equity (ensuring quality care regardless of personal characteristics like race or income). These domains guide the selection of specific metrics within major federal programs and commercial contracts.

CMS programs such as Hospital Value-Based Purchasing and the Medicare Shared Savings Program map their measure sets into similar operational domains. For instance, HVBP evaluates hospitals across clinical outcomes, patient safety, patient experience, and cost efficiency. The MSSP ACO program focuses on preventive health, chronic disease management, care coordination, and patient experience domains.

Since 2021-2022, equity has been elevated as a priority domain across multiple CMS initiatives. The agency has introduced health equity indexes and disparity-sensitive measures to programs like ACO REACH, directly linking performance on reducing disparities to financial incentives. This represents a significant evolution in how value-based care models address social determinants of health and encourage systematic equity improvement efforts.

Core Categories of Value-Based Care Quality Measures

Healthcare payers and health systems typically organize quality measures into several standardized categories that appear consistently across inpatient, outpatient, and population-health contracts. Understanding these categories helps organizations develop comprehensive measurement strategies that address all aspects of care delivery.

Clinical outcome measures capture the results of medical interventions and ongoing care management. Key examples include 30-day all-cause mortality rates following acute myocardial infarction, blood pressure control rates in patients with hypertension, hemoglobin A1C control in diabetes management, and depression remission rates at 12 months. These measures often provide the strongest evidence of care effectiveness and are increasingly emphasized in value-based care programs as they directly reflect improvements in patient health status.

Process-of-care measures evaluate whether evidence-based care practices are consistently implemented. Common examples include appropriate statin therapy prescribing for patients with cardiovascular disease, colorectal cancer screening rates for adults aged 45-75, and timely follow-up visits within 7 days after psychiatric hospitalization. While process measures are easier to influence in the short term, there is growing emphasis on balancing them with outcome measures that demonstrate actual health improvements.

Patient safety and utilization measures focus on preventing harm and reducing unnecessary healthcare utilization. These include healthcare-associated infections rates such as central line-associated bloodstream infections (CLABSI) and catheter-associated urinary tract infections (CAUTI), hospital falls with injury, 30-day readmission rates, and avoidable emergency department visits. The Hospital Readmission Reduction Program specifically targets these measures, with significant financial penalties for acute care hospitals with excess readmissions.

Patient experience and patient-reported outcome measures capture the patient’s perspective on care quality and health status. The Consumer Assessment of Healthcare Providers and Systems (CAHPS) surveys, including Hospital CAHPS (HCAHPS) and Clinician & Group CAHPS (CG-CAHPS), evaluate communication quality, care coordination, and overall satisfaction. Patient-reported outcome measures (PROMs) assess symptoms, functional status, and quality of life from the patient’s viewpoint, providing crucial insights into whether treatments achieve outcomes that matter most to patients.

Cost and resource-use measures evaluate efficiency and spending patterns across episodes of care and populations. Examples include Medicare Spending per Beneficiary (MSPB), per-member-per-month total cost of care calculations, and episode-based spending measures for specific conditions like joint replacement surgery or sepsis treatment. These measures help identify opportunities for cost reduction while maintaining or improving care quality.

How Major U.S. Programs Use Quality Measures

CMS has embedded quality measures into multiple hospital, physician, and accountable care organization programs since the 2010s, creating a comprehensive infrastructure where measured performance directly affects provider payment. Private insurers have adopted similar designs, often following CMS methodologies and measure sets to create consistent incentives across the healthcare system.

The Hospital Value-Based Purchasing (HVBP) program, launched under the Affordable Care Act, applies to Medicare acute care hospitals nationwide. The program redistributes a portion of Diagnosis-Related Group (DRG) payments based on a Total Performance Score calculated across four domains: clinical outcomes (including mortality and complications), patient safety (hospital-acquired conditions), patient experience (HCAHPS survey), and efficiency (Medicare Spending per Beneficiary). Hospitals performing above national benchmarks receive bonus payments, while those below median performance face payment reductions.

The Hospital Readmission Reduction Program (HRRP), operational since fiscal year 2013, reduces Medicare payments for hospitals with excess 30-day readmission rates for targeted conditions. Initially covering heart failure, acute myocardial infarction, and pneumonia, the program has expanded to include chronic obstructive pulmonary disease, coronary artery bypass graft surgery, and hip/knee replacement procedures. Hospitals in the worst-performing quartile can face payment reductions up to 3%, creating strong incentives for improved care coordination efficiency and post-discharge planning.

The Hospital-Acquired Condition Reduction Program (HACRP), implemented since fiscal year 2015, reduces Medicare payments by 1% for hospitals in the worst-performing quartile on patient safety indicators. The program evaluates facilities using a composite measure (PSI-90) and specific healthcare-associated infections rates including CLABSI, CAUTI, methicillin-resistant Staphylococcus aureus (MRSA), and Clostridioides difficile infections. This mandatory program has driven significant investments in infection prevention and patient safety infrastructure.

The Medicare Shared Savings Program (MSSP) for Accountable Care Organizations uses a refined quality measure set covering diabetes control, blood pressure management, hospital readmission rates, patient experience scores, and preventive care delivery. ACOs must achieve minimum quality performance thresholds to earn shared savings, with higher quality scores enabling larger percentages of savings retention. Poor quality performance can exacerbate shared losses for ACOs accepting downside financial risk.

Newer models like ACO REACH and the forthcoming TEAM model for surgical episodes (starting 2026) incorporate health equity measures alongside traditional quality metrics. ACO REACH specifically includes a Health Equity Benchmark that rewards organizations for reducing disparities in care delivery across racial, ethnic, and socioeconomic groups, representing the next evolution of value-based care toward more comprehensive population health accountability.

Designing and Selecting Value-Based Care Quality Measures

Healthcare systems, medical groups, and health plans need a deliberate strategy to select manageable measure sets that align clinical priorities with contractual obligations while avoiding measure overload that can overwhelm frontline staff and diminish improvement focus. Successful measure selection requires balancing multiple competing considerations to create actionable quality improvement frameworks.

Clinical relevance and evidence base should drive primary measure selection decisions. Organizations should prioritize measures that address their patient population’s most significant health challenges, such as chronic diseases with high prevalence and cost impact. Measures should have strong evidence linking performance improvements to better patient outcomes and be based on current clinical guidelines from specialty societies and evidence-based medicine reviews.

Data feasibility and timeliness are crucial practical considerations. Organizations must evaluate whether they can accurately capture required data elements through existing electronic health record systems, claims data, or registry infrastructure. Measures requiring extensive manual chart review or patient surveys may be resource-intensive and provide delayed feedback that limits real-time improvement efforts. Electronic clinical quality measures (eCQMs) that automatically extract data from certified EHR technology often provide more efficient reporting and faster performance feedback.

The importance of balancing outcome versus process measures cannot be overstated. While outcome measures better reflect actual patient health improvements, they may take longer to show improvement and can be influenced by factors outside healthcare provider control. Process measures offer more immediate feedback and clearer pathways for intervention, but may not correlate perfectly with outcomes that matter most to patients. Leading organizations typically select a mix that includes both short-term process indicators and longer-term outcome goals.

Since around 2018-2020, CMS and other payers have emphasized “parsimonious” core measure sets to reduce reporting burden while maintaining focus on high-impact metrics. This trend toward fewer, more meaningful measures helps organizations concentrate improvement efforts and avoid the fragmentation that can result from tracking dozens of different quality indicators simultaneously. Organizations should regularly review their measure portfolios to eliminate redundant or low-value metrics.

Involving frontline clinicians and patient representatives in measure selection ensures that chosen metrics are meaningful to care teams and reflect patient priorities. Clinician engagement is essential for successful improvement, as providers who understand the rationale for specific measures are more likely to actively participate in achieving better performance. Patient input helps ensure that measures address outcomes that matter most to the populations being served, supporting the broader goal of patient-centered care.

Choosing the right measures takes both strategic thinking and solid data. We help healthcare organizations audit what they’re already tracking, cut the redundancies, and focus on the metrics that actually matter — the ones that inform better care plans, smarter treatment decisions, and ultimately drive outcomes that save money.

Ready to Turn Quality Measures Into Better Outcomes?

Most healthcare organizations are drowning in quality measure requirements from Medicare, Medicaid, and commercial payers. Different measures for different contracts. Delayed data. No clear path from measurement to improvement.

OMI cuts through that complexity. We help you:

• Build data systems that report accurately without burning out your staff
• Turn quality data into targeted improvement initiatives that move performance
• Address gaps in care that lead to a more affordable healthcare experience for all

We’ve worked with groups across the healthcare ecosystem to help providers, improve patient outcomes, and meet quality thresholds for shared savings, through data measurement and technology.