When seeking to ensure financial sustainability of a health programme, existence of a line item in the Ministry of Health (MOH) budget is often seen as an essential, first step. We used immunization as a reference point for cross-country comparison of budgeting methods in Sub-Saharan African countries. Study objectives were to (1) verify the number and types of budget line items for immunization services, (2) compare budget execution with budgeted amounts and (3) compare values with annual immunization expenditures reported to WHO and UNICEF. MOH budgets for 2016 and/or 2017 were obtained from 33 countries. Despite repeated attempts, budgets could not be retrieved from five countries (Chad, Eritrea, Guinea Bissau, Somalia and South Sudan), and we were only able to gather budget execution from eight countries. The number of immunization line items ranged between 0 and 42, with a median of eight. Immunization donor funding was included in 10 budgets. Differences between budgeted amounts and expenditures reported to WHO and UNICEF were greater than 50% in 66% of countries. Immunization budgets per child in the birth cohort ranged from US$1.37 (Democratic Republic of Congo) to US$67.51 (Central African Republic), with an average of US$10.05. Out of the total Government health budget, immunization comprised between 0.04% (Madagascar) and 5.67% (Benin), with an average of 1.98% across the countries, when excluding on-budget donor funds. It was challenging to obtain MOH budgets in many countries and it was largely impossible to access budget execution reports, preventing us from assessing budget credibility. Large differences between budgets and expenditures reported to WHO and UNICEF are likely due to inconsistent interpretations of reporting requirements, diverse approaches to reporting donor funds, challenges in extracting the relevant information from public financial management systems and broader issues of public financial management capacity in MOH staff.
Download full-text PDF |
Source |
---|---|
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7487328 | PMC |
http://dx.doi.org/10.1093/heapol/czaa040 | DOI Listing |
Health Syst Reform
December 2024
World Health Organization (WHO), HQ, Geneva, Switzerland.
Cross-programmatic inefficiencies are duplications or misalignments that arise from undue fragmentation of health systems by vertical health programs. Identifying and addressing the root causes of cross-programmatic inefficiencies in a health system can ensure more efficient use of resources to make progress toward Universal Health Coverage. This paper examines the root causes of cross-programmatic inefficiencies related to governance and financing in the state health system of Anambra in southeast Nigeria.
View Article and Find Full Text PDFSensors (Basel)
December 2024
Graduate School of Artificial Intelligence, Pohang University of Science and Technology, Pohang 37673, Republic of Korea.
Belt conveyor idlers are freely rotating idlers supporting the belt of a conveyor, and can induce severe frictional damage to the belt as they fail. Therefore, fast and accurate detection of idler faults is crucial for the effective maintenance of belt conveyor systems. In this article, we implement and evaluate the performance of an idler stall detection system based on a multivariate deep learning model using accelerometers and microphone sensor data.
View Article and Find Full Text PDFHealth Syst Reform
December 2024
Abt Global (Formally Abt Associates), USAID Public Sector Systems Strengthening Plus (PS3+), Dar es Salaam, Tanzania.
Primary care facilities' autonomy and the factors that influence it are understudied. Direct facility financing (DFF) is gaining popularity in low- and middle-income countries as a modality to finance primary care facilities. Tanzania has introduced DFF with the objectives of streamlining resource allocation, fostering fiscal decentralization, and granting autonomy to health facilities for enhanced service readiness and responsiveness.
View Article and Find Full Text PDFDisaster Med Public Health Prep
December 2024
Technology Program in Prehospital Care, School of Medicine, Universidad del Valle, Cali, Colombia.
Objectives: The project aimed to characterize the exposure to seismic hazard in the emergency area of a high-complexity hospital in Cali, Colombia.
Methods: The occupancy of the emergency area was analyzed over 6 months, determining the value of material elements exposed to the seismic hazard. Four phases were executed: search for pre-existing information, occupancy analysis, evaluation of exposed assets, and results analysis.
Artif Intell Med
January 2025
Department of Faculty of Science, Mathematics and Computer Science, Informatics Institute, University of Amsterdam, 1090 GH Amsterdam, The Netherlands; Department of Biomedical Engineering and Physics, Amsterdam UMC, Amsterdam, The Netherlands. Electronic address:
The privacy-sensitive nature of medical image data is often bounded by strict data sharing regulations that necessitate the need for novel modeling and analysis techniques. Federated learning (FL) enables multiple medical institutions to collectively train a deep neural network without sharing sensitive patient information. In addition, FL uses its collaborative approach to address challenges related to the scarcity and non-uniform distribution of heterogeneous medical domain data.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!