A new cohort study published in JAMA Health Forum suggests that mandatory value-based payment programs may carry an often-overlooked price: higher administrative costs for hospitals. The findings add a critical dimension to the debate over health care payment reform, which has largely focused on whether these programs reduce spending, improve quality, or expand patient access. According to the study, the organizational work required to participate in such programs may itself create substantial financial and operational pressures.
Value-based payment is designed to move health care away from traditional fee-for-service reimbursement, in which hospitals and clinicians are paid primarily for the number of services delivered. Instead, payment may be linked to clinical outcomes, patient experience, readmission rates, preventive care, or the total cost of care. In theory, these arrangements encourage hospitals to coordinate treatment, avoid unnecessary interventions, and invest in systems that improve health. In practice, they also require institutions to collect, analyze, report, and respond to large volumes of data.
The study examined hospitals participating in mandatory value-based payment programs as part of a cohort analysis. Unlike voluntary initiatives, mandatory programs require eligible institutions to comply with specified payment rules, performance measures, reporting schedules, and quality-improvement activities. This distinction matters because hospitals cannot simply opt out if the administrative demands exceed their available staff, technology, or financial resources. The researchers found that participation was associated with increased hospital administrative costs, indicating that the operational burden of payment reform may be measurable even when the clinical goals are beneficial.
Administrative costs in this context extend far beyond paperwork. Hospitals may need specialized personnel to extract information from electronic health records, validate clinical measures, submit reports, monitor performance, and investigate discrepancies. Data analysts and financial teams may also be required to connect patient-level outcomes with reimbursement formulas. In addition, hospitals often must create new workflows for care coordination, compliance review, documentation, and communication with insurers or government agencies. Each layer adds time, software expenses, training requirements, and management oversight.
The technical complexity of value-based payment can amplify these effects. Programs frequently rely on risk adjustment, a statistical process intended to account for differences in patients’ health status and expected outcomes. A hospital treating a population with greater medical or social needs may appear to perform worse unless the payment model accurately incorporates those factors. To participate effectively, institutions must therefore maintain detailed and reliable clinical records, classify diagnoses correctly, track patients across settings, and understand how individual data points influence aggregate performance scores. Even minor documentation problems can affect payment calculations or trigger additional reviews.
The study’s findings do not mean that value-based payment programs are inherently ineffective. Rather, they suggest that the administrative infrastructure required to operate them should be included in evaluations of their overall impact. A program could reduce avoidable hospitalizations or improve preventive care while still producing limited net savings if the cost of measuring and managing performance is high. Policymakers who assess only direct medical spending may miss these indirect expenses, which can be distributed across hospital departments, information technology systems, clinical teams, and executive offices.
The burden may be especially significant for hospitals with fewer financial and technical resources. Large health systems may be able to hire dedicated analytics teams and invest in sophisticated reporting platforms, while smaller or rural hospitals may need to reassign existing employees or rely on outside vendors. If administrative requirements are not calibrated to institutional capacity, mandatory programs could unintentionally widen disparities between well-resourced hospitals and organizations serving underserved communities. The result could be a payment system that rewards reporting capability as much as clinical improvement.
The researchers’ conclusions point toward several possible policy responses. Agencies could streamline reporting requirements, reduce duplication among overlapping programs, standardize definitions across payers, and provide clearer technical guidance. Payment models might also include the cost of implementation when projected savings are calculated. Policymakers could test whether a smaller number of high-value measures produces comparable improvements with less administrative work. At the same time, stronger support for interoperable health information systems could reduce the need for manual data entry and make it easier to exchange reliable information between hospitals, outpatient practices, and insurers.
The study also raises a broader question about how health care systems define value. If a reform requires hospitals to devote growing amounts of time and money to compliance, those resources may be diverted from bedside care, workforce development, or investments in patient services. Administrative work is not automatically wasteful; accurate measurement and coordinated care can be essential to improving outcomes. But the study indicates that the hidden costs of measurement deserve the same scrutiny as the outcomes being measured. Future research will need to determine which administrative activities generate meaningful clinical benefits and which primarily add complexity.
For patients, the implications may eventually appear in less visible ways, including changes in hospital staffing, service availability, billing operations, or investment priorities. The central message is not that payment reform should be abandoned, but that its full economics must be counted. As health systems continue shifting toward outcome-based reimbursement, policymakers will need to balance accountability with practicality. A payment model that improves quality while imposing manageable administrative demands may be more likely to deliver lasting gains than one whose complexity overwhelms the institutions expected to carry it out.
Subject of Research: The association between mandatory value-based payment program participation and hospital administrative costs.
Web References: https://doi.org/10.1001/jamahealthforum.2026.2503
References: Zhou Z, et al. Study published in JAMA Health Forum. DOI: 10.1001/jamahealthforum.2026.2503.
Keywords: Value-based payment, hospital administrative costs, health care policy, medical economics, health care costs, hospitals, payment reform, cohort study, health care administration, quality improvement.
