Effect of a prospective payment method for health facilities on direct medical expenditures in a low-resource setting: a paired pre-post study

Referral to a Functional Seizures Clinic Reduces Inpatient and Emergency Department Health Care Utilization and Costs

Background and Objectives

People with functional seizures (FSs) experience high health care utilization and costs revolving around the emergency department (ED). Overall, appropriate treatment of FS is underused, and better care pathways are associated with lower ED reattendance. Our objective was to assess changes in total ED and inpatient visits and costs before and after referral to a specialized, comprehensive FS treatment clinic.

Methods

We collected data from 100 consecutive patients referred to the University of Colorado (CU) FS Clinic between July 2019 and December 2021. Hospital account data were obtained directly from the electronic health record. Total ED and inpatient visits, charges, and payments 1 year before and 1 year after referral were collected and analyzed using the Wilcoxon signed-rank test.

Results

Ninety-four patients were included for analysis. 79% were female, 52% were on Medicaid, and the mean age was 41 (SD 13) years. Total visits after referral (ED and inpatient) were significantly reduced compared with total visits before referral (mean = 1.44 (SD 3.52) vs 1.83 (SD 3.52), p = 0.045). The same test was performed for total charges after and before referral ($15,551 (SD $38,712) vs $30,257 (SD $81,589), p = 0.03) and for total payments after and before referral ($2,469 (SD $6,682) vs $5,199 (SD $15,084), p = 0.02).

Discussion

Referral to a specialized FS clinic is associated with reduced health care utilization and costs. This proof-of-concept study reveals that hospitals should implement policies to support efficient care pathways to comprehensive FS treatment programs with potential for cost savings.

Prediction of Diagnosis-Related Groups for Appendectomy Patients Using C4.5 and Neural Network

Due to the increasing cost of health insurance, for decades, many countries have endeavored to constrain the cost of insurance by utilizing a DRG payment system. In most cases, under the DRG payment system, hospitals cannot exactly know which DRG code inpatients are until they are discharged. This paper focuses on the prediction of what DRG code appendectomy patients will be classified with when they are admitted to hospital. We utilize two models (or classifiers) constructed using the C4.5 algorithm and back-propagation neural network (BPN). We conducted experiments with the data collected from two hospitals. The results show that the accuracies of these two classification models can be up to 97.84% and 98.70%, respectively. According to the predicted DRG code, hospitals can effectively arrange medical resources with certainty, then, in turn, improve the quality of the medical care patients receive.

Financing of surgery and anaesthesia in sub-Saharan Africa: a scoping review

OBJECTIVE

This study aimed to provide an overview of current knowledge and situational analysis of financing of surgery and anaesthesia across sub-Saharan Africa (SSA).

SETTING

Surgical and anaesthesia services across all levels of care-primary, secondary and tertiary.

DESIGN

We performed a scoping review of scientific databases (PubMed, EMBASE, Global Health and African Index Medicus), grey literature and websites of development organisations. Screening and data extraction were conducted by two independent reviewers and abstracted data were summarised using thematic narrative synthesis per the financing domains: mobilisation, pooling and purchasing.

RESULTS

The search resulted in 5533 unique articles among which 149 met the inclusion criteria: 132 were related to mobilisation, 17 to pooling and 5 to purchasing. Neglect of surgery in national health priorities is widespread in SSA, and no report was found on national level surgical expenditures or budgetary allocations. Financial protection mechanisms are weak or non-existent; poor patients often forego care or face financial catastrophes in seeking care, even in the context of universal public financing (free care) initiatives.

CONCLUSION

Financing of surgical and anaesthesia care in SSA is as poor as it is underinvestigated, calling for increased national prioritisation and tracking of surgical funding. Improving availability, accessibility and affordability of surgical and anaesthesia care require comprehensive and inclusive policy formulations.