Evidence map›Paper›PMID 36507237›Full record

ArticleEuropean journal of population = Revue europeenne de demographie2022

Extreme Temperature and Mortality by Educational Attainment in Spain, 2012-2018.

Risto Conte Keivabu

Abstract read
In one paragraph

Article in European journal of population = Revue europeenne de demographie, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Mortality Dynamics in Low-Mortality Countries: An Introduction to the Special Issue.European journal of population = Revue europeenne de demographie · 2026
    Article
  3. Article
  4. Review
  5. Harvesting Effect and Extreme Temperature-Related Mortality in Italy.European journal of population = Revue europeenne de demographie · 2026
    Article
  6. Article
  7. Article
  8. Dementia and Risks of Temperature-Related Mortality and Hospitalizations in Germany.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
    Article
  9. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Risto Conte KeivabuDepartment of Social and Political Sciences, European University Institute, Via della Badia dei Rocettini 9, 50014 San Domenico di Fiesole, Italy.ORCID 0000-0002-0623-1841

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Extreme temperatures are a threat to public health, increasing mortality in the affected population. Moreover, there is substantial research showing how age and gender shape vulnerabilities to this environmental risk. However, there is only limited knowledge on how socioeconomic status (SES), operationalized using educational attainment, stratifies the effect of extreme temperatures on mortality. Here, we address this link using Poisson regression and administrative data from 2012 to 2018 for 50 Spanish Provinces on individuals aged above 65 matched with meteorological data provided by the E-OBS dataset. In line with previous studies, results show that hot and cold days increase mortality. Results on the interaction between SES and extreme temperatures show a positive and significant effect of exposure to heat and cold for individuals with medium and low SES level. Conversely, for high SES individuals we do not find evidence of a robust association with heat or cold. We further investigate how the local climate moderates these associations. A warmer climate increases risks with exposures to low temperatures and vice versa for hot temperatures in the pooled sample. Moreover, we observe that results are mostly driven by low SES individuals being particularly vulnerable to heat in colder climates and cold in warmer climates. In conclusion, results highlight how educational attainment stratifies the effect of extreme temperatures and the relevance of the local climate in shaping risks of low SES individuals aged above 65.

Indexed as

Climatic differencesEducational attainmentExtreme temperatureMortalitySocioeconomic inequalities

Identifiers

PMID36507237
PMCPMC9727019

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.