Related Experiment Video
Updated: Jun 1, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Using referrals and priority-setting rules to risk adjust budgets: the case of regional psychiatric centers
Per Arne Holman1, Sverre Grepperud, Lars Tanum
1Institute of Health Management and Health Economics, University of Oslo, Oslo, Norway.
Background:
An important objective of many health care systems is to ensure equal access to health care services. One way of achieving this is by having universal coverage (low or absent out-of-pockets payments) combined with tax-financed transfers (block grants) to providers with a catchment area responsibility. However, a precondition for equal access in such systems is that providers have similar capacities -- meaning that budgets must be perfectly adjusted for variations in treatment costs not being under the control of providers (risk adjustment).
Aim:
This study presents a method that can be applied to adjust global budgets for variation in health risks. The method is flexible in the sense that it takes into account the possibility that variation in needs may depend on the degree of rationing in supplying health care services.
Methods:
The information being available from referrals is used to risk-adjust budgets. An expert panel ranks each individual on the basis of need. The ranking is performed according to priority-setting criteria for health care services. In addition, the panel suggests an adequate treatment profile (treatment category and treatment intensity) for each referral reviewed. By coupling the treatment profiles with cost information, risk-adjusted budgets are derived. Only individuals found to have a sufficiently high ranking (degree of need) will impact the derived risk-adjusted formula.
Results:
The method is applied to four Regional Psychiatric Centers (RPC) supplying (i) outpatient services, (ii) day-patient care, and (iii) inpatient treatment for adults. The budget reallocations needed (positive and negative) to achieve an equal capacity across providers range between 10% and 42% of the current budgets.
Policy Implications:
Our method can identify variations across providers when it comes to actual capacity and suggests budget reallocations that make the capacities to be equal across providers. In the case of the Regional Psychiatric Centers (RPCs) considered in this analysis, significant deviations in capacities are identified across providers and catchment areas. Thus, significant social gains can be gained, in terms of improved equal access, if our methodology is applied to risk adjust global budgets.
More Related Videos
Related Concept Videos
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic illness...
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Specialized Care Centers and Settings-I
Daycare centers
They provide several functions. Some facilities care for healthy newborns and children whose parents work, while others are medically focused and care for...
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...
Psychosurgery
Historical Development of Psychosurgery
In the 1930s, Portuguese neurologist Antonio Egas Moniz introduced a surgical procedure designed...
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:

