Resource need and cost estimates for universal health coverage across 122 countries using the WHO UHC Compendium

Abstract

Introduction Reliable estimates of resource requirements for essential health interventions are critical for universal health coverage (UHC) planning. Existing benchmarks provide limited operational guidance for national decision-making.

Methods We developed an ingredient-based costing model aligned with the WHO Universal Health Coverage Compendium (UHCC), which specifies delivery platforms, actions and technologies for 544 interventions. We estimated resource needs and costs associated with delivery of all UHCC-defined interventions at 80% coverage across 122 low- and middle-income countries, applying a multimorbidity adjustment to reduce potential double counting and using authoritative epidemiological, demographic and cost data.

Results Modeled delivery of Core UHCC interventions is estimated at USD 2.0 trillion annually (5.7% of aggregate gross domestic product) or USD$249, 294 and 363 per capita in low-, lower-middle- and upper-middle-income countries, respectively. Cost estimates closely aligned with WHO projections for achieving Sustainable Development Goal 3, but were 1.7-2.7x higher than Disease Control Priorities Network internal cost estimates.

Conclusion The UHCC aligned cost model provides transparent resource need and cost data under normative service delivery assumptions, and offers a practical starting point for country-level contextualization for health service packages planning.

Competing Interest Statement

The authors have declared no competing interest.

Funding Statement

This study did not receive any funding

Author Declarations

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I understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).

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I have followed all appropriate research reporting guidelines, such as any relevant EQUATOR Network research reporting checklist(s) and other pertinent material, if applicable.

Yes

Data Availability

All data produced in the present study are available upon reasonable request to the authors

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