Table · dataset · 2026
Supplementary file 1_Panel regression analysis of the relationship between health resources and infant mortality rate in Chinese mainland provinces, 2010–2020.docx
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.3389/fpubh.2026.1916606.s001
Background<p>China has substantially reduced its infant mortality rate (IMR) and targets further declines under the Healthy China 2030 blueprint.
Description
Health resources are fundamental to infant health. However, national evidence on the association between multidimensional health inputs and IMR remains limited, particularly for pediatric specific resources.</p>Methods<p>A panel dataset of 31 Chinese mainland provinces (2010–2020) was analyzed.
IMR was defined as infant deaths per 1,000 live births. Associations between categorized health resources and IMR were examined using fixed- and random-effects panel regression adjusted for socioeconomic covariates.</p>Results<p>Mean provincial IMR was 6.70 per 1,000 live births. Most health resource indicators correlated negatively with IMR.
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In adjusted panel models, health technical personnel (β = −0.88, 95%CI −1.11, −0.66) and beds (β = −1.26, 95%CI −1.50, −1.02) per 1,000 population were inversely associated with IMR. Health expenditure per capita (β = −1.04, 95%CI −1.40, −0.69) and pediatric beds per 10,000 children (β = −0.39, 95%CI −0.46, −0.31) also showed significant inverse associations. Government health expenditure was not significant (p = 0.15).</p>Conclusion<p>This study reveals a significant association between increased health workforce and facility capacity and lower infant mortality rates, highlighting the critical role of adequate pediatric-specific resource allocation.
Our findings suggest that China should continue to ensure an adequate supply of health resources and potentially direct government health expenditure patterns specifically toward strengthening primary pediatric care and maternal and child health institutions.</p>
Links
Where it is published
- DOI doi.org/10.3389/fpubh.2026.1916606.s001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Infant and child health · Infant and child health · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
Provenance · 2 source records, 30 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33993232 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33993232 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:321302 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['child health'] |
| concepts[field].anzsrc:field:321302 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['child health'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |