ArticleFrontiers in health services2026
SDG 3 measurement in integrated health system reform: a growing gap as 2030 approaches.
Article in Frontiers in health services, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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1 citing paper in PubMed.
- Longitudinal Regional Trends in Healthcare Capacity and Recorded Service Utilization in the Saudi Ministry of Health, 2016-2024.Healthcare (Basel, Switzerland) · 2026Article
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Abstract
Integrated health system reforms are implemented across financing, service delivery, digital health, and governance, while SDG 3 monitoring relies on indicator-based frameworks designed for discrete interventions. This creates a misalignment between how reforms are implemented and how progress is assessed, particularly where outcomes emerge from interactions across system components. Using Saudi Arabia's Vision 2030 reform as an illustrative case, this analysis identifies three constraints: indicator-based measurement, limited evaluability of concurrent reforms, and data and governance limitations. These constraints limit the ability of policymakers to assess system performance, determine reform effectiveness, and allocate resources. Addressing this gap requires a shift toward system-level evaluation that integrates indicators across domains, strengthens data linkage, and aligns national and global monitoring frameworks.
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