Causes of Arrears – Management of Arrears in Hungarian Healthcare: A New Approach and Tool in the Service of Health Policy

Abstract

ABSTRACT

Introduction: The growing and recurring arrears of hospitals reflects the efficiency challenges of the healthcare system, not only in Hungary but in many European countries. The failure of government interventions highlights the importance of accurately understanding the causes of debt accumulation and developing effective debt management methods.

Objective: The study aims to present a self-developed model to categorize the typical causes of debt accumulation and their associated financial impacts. Based on this, it offers health policy makers opportunities to improve the effectiveness of debt management programs.

Methods: A framework was developed to present and quantify the causes of debt accumulation through their impact on operating results. The causes were categorized into external and internal factors based on the degree of influence held by hospital management. Using standardization methods, we examined variances between average costs and financing hospital services at both the specialty and hospital levels, as well as the deviation of individual hospital costs from average costs. Regarding the latter, economies of scale, the age distribution of healthcare workers, and infrastructure operating costs were identified as key influencing factors. Currently, the age composition is not yet an active component of the model.

Results: An analytical model is presented in which the financial impacts of specific causal factors on operating results—and thus on arrears—can be numerically interpreted. It can be concluded that the previous arrears-centered assessment is insufficient for evaluating hospital management performance, and debt-based supplemental funding is an inequitable and unfair way to address hospital deficits. The model contributes to the evaluation of management performance and highlights hospitals operating below average costs.

Conclusion: State hospitals show a heterogeneous picture regarding the typical factors determining operating results; therefore, only multi-component and simultaneous debt management programs can lead to success. By filtering out the financial impacts of exogenous factors within the state's jurisdiction, the specific responsibility of hospitals in debt accumulation can be determined. Identifying management's impact contributes to the development of an evidence-based performance evaluation system. Furthermore, determining the actual funding levels of specific specialties can facilitate efficient financing increases, even without case-level cost data collection.