Global maps of travel time to emergency and tertiary hospitals
Source note: Preprints on societal impact.
arXiv:2609.12696v1 Announce Type: cross Abstract: Global estimates of access to health care treat every facility alike. Drive time was routed on the OpenStreetMap network from all 217,841 of its hospitals and 15-, 30- and 60-minute isochrones dissolved for nested capability tiers, weighted with GHS-POP 2025. 96.2% of the world's population lives within an hour's drive of a hospital, 78.5% of a hospital with a documented emergency department, and 40.3% of one with a helipad or university name marking tertiary care. The 1.45 billion people within an hour of a hospital but not of an emergency hospital live mainly in South and East Asia and Nigeria; the 312 million beyond an hour of any hospital lie in a belt from the Sahel to Madagascar. Defining the tertiary tier by helipad alone leaves its estimate unchanged, and the isochrone construction shifts the 60-minute figures by a few percent. Counting every facility as equivalent overstates access to time-critical care.
Every model that read this
| Model | Provider | Stage | Score | Conf. | Latency | Prompt | When |
|---|---|---|---|---|---|---|---|
| Llama 3.3 70B | Meta | analysis | 0 | 70% | 4192ms | v1.0.0 / m1.0.1 | 2026-09-14 05:41 |
Study provides global estimates of access to healthcare, highlighting disparities.
Evidence extracted
- 96.2% of the world's population lives within an hour's drive of a hospital
- 78.5% of the world's population lives within an hour's drive of a hospital with a documented emergency department
SOURCE arXiv cs.CY (Computers and Society) (tier 1)
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DOCUMENT b73a9561-9291-4c7c-8320-f9b5f8ffcdaf
https://arxiv.org/abs/2609.12696
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EVIDENCE 2 extracted excerpts
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MODEL RUN 1 run, methodology 1.0.1
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SCORE 0 (Mixed or uncertain)
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CONFIDENCE 70%