Table · dataset · 2026
Supplementary file 1_Environmental cold exposure and cardiovascular mortality: biological mechanisms, regional heterogeneity, and public health implications.docx
Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.3389/fpubh.2026.1961371.s001
Background<p>Ambient cold exposure has been associated with increased cardiovascular mortality worldwide, but effects vary across climatic and socioeconomic settings.
Description
This narrative review synthesizes epidemiological evidence on geographic variation in cold-related cardiovascular mortality and considers environmental, biological, and societal factors that may contribute to the observed patterns.</p>Methods<p>We conducted a narrative review of epidemiological studies investigating associations between ambient cold exposure and cardiovascular mortality.
Climatic setting and socioeconomic context were considered as separate analytical dimensions, using local temperature distributions, seasonal patterns, study-specific cold definitions, income classification, housing and heating conditions, healthcare accessibility, and other contextual characteristics where relevant. Because study designs, exposure definitions, lag structures, outcomes, and effect measures were heterogeneous, the synthesis was qualitative; no formal quantitative pooling, causal attribution, or direct ranking of regional vulnerability was undertaken.</p>Results<p>Evidence suggests that cold-related cardiovascular mortality varies across climatic and socioeconomic settings.
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Among 26 epidemiological studies contributing to the regional synthesis, substantial heterogeneity was observed in study design, population coverage, temperature metrics, cold definitions, lag structures, covariate adjustment, analytical approaches, outcomes, and effect measures. Methodological credibility was considered qualitatively rather than through a formal risk-of-bias score, with greater interpretive weight given to large multi-location, nationwide, or within-country studies applying standardized or internally consistent analytical frameworks.
Illustrative reported estimates included approximately 6.3% of cardiovascular deaths attributable to temperatures below the county-specific minimum mortality temperature in a US analysis, 11.4% (95% CI 6.0–15.4%; lag 0–14 days) attributable to temperatures below the city-specific optimum temperature in a seven-city Norwegian analysis, and a cold-wave-related cardiovascular mortality RR of 1.076 (95% CI 1.061–1.090; lag 0–3 days) in a nationwide Thai study.
Because exposure definitions, lag structures, analytical approaches, outcomes, and effect measures differed substantially among studies, no consistent quantitative gradient in vulnerability by climatic setting, latitude, or socioeconomic context could be established. The qualitative evidence suggests that regional patterns may reflect a combination of climatic conditions, biological susceptibility, behavioral responses, socioeconomic circumstances, housing and heating conditions, healthcare capacity, population-level adaptive capacity, and methodological differences.
Their relative contributions cannot be determined from the available evidence, and evidence from many warm-climate and lower-resource settings remains limited.</p>
Links
Where it is published
- DOI doi.org/10.3389/fpubh.2026.1961371.s001 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Social determinants of health · Social determinants of health · Social determinants of health · Social determinants of health · Social determinants of health · Social determinants of health · Social determinants of health · Social determinants of health · Social determinants of health · Social determinants of health · Social Science · Social Science · Social Science · Social Science · Social Science · Social Science · Social Science · Social Science · Social Science · Social Science
Provenance · 10 source records, 72 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34032057 | 6 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34032057 | 6 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34032057 | 6 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34032057 | 6 d ago | JSON v1 |
| Swinburne Figshare | oai:figshare.com:article/34032057 | 6 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/34032057 | 6 d ago | JSON v1 |
| SUNScholarData | oai:figshare.com:article/34032057 | 6 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34032057 | 6 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34032057 | 5 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34032057 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:420606 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['social determinants of health'] |
| concepts[field].anzsrc:field:420606 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['social determinants of health'] |
| concepts[field].anzsrc:field:420606 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['social determinants of health'] |
| concepts[field].anzsrc:field:420606 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['social determinants of health'] |
| concepts[field].anzsrc:field:420606 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['social determinants of health'] |
| concepts[field].anzsrc:field:420606 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['social determinants of health'] |
| concepts[field].anzsrc:field:420606 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['social determinants of health'] |
| concepts[field].anzsrc:field:420606 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['social determinants of health'] |
| concepts[field].anzsrc:field:420606 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['social determinants of health'] |
| concepts[field].anzsrc:field:420606 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['social determinants of 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:chemistry | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@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:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@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 · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@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 · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@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:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | 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:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | 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:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@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 · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@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 · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@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 · researchdata up ac za | connector:researchdata_up_ac_za@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 · scholardata sun ac za | connector:scholardata_sun_ac_za@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 · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:social-science | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@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 · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |