2020
DOI: 10.1016/s2542-5196(20)30251-5
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Socioeconomic inequality in vulnerability to all-cause and cause-specific hospitalisation associated with temperature variability: a time-series study in 1814 Brazilian cities

Abstract: Background Exposure to temperature variability has been associated with increased risk of mortality and morbidity. We aimed to evaluate whether the association between short-term temperature variability and hospitalisation was affected by local socioeconomic level in Brazil. MethodsIn this time-series study, we collected city-level socioeconomic data, and daily hospitalisation and weather data from 1814 Brazilian cities between Jan 1, 2000, and Dec 31, 2015. All-cause and cause-specific hospitalisation data wa… Show more

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Cited by 35 publications
(14 citation statements)
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“…Second, we used average city-wide concentrations of air pollutants rather than individual exposure, which may lead to exposure measurement errors and a more conservative conclusion. Third, the current study did not consider the direct association of AT with stroke outcomes because previous studies have suggested that temperature affects air pollution rather than the reverse ( 55 ). However, there may be synergistic effects of ambient temperature and air pollution on health ( 12 ).…”
Section: Discussionmentioning
confidence: 99%
“…Second, we used average city-wide concentrations of air pollutants rather than individual exposure, which may lead to exposure measurement errors and a more conservative conclusion. Third, the current study did not consider the direct association of AT with stroke outcomes because previous studies have suggested that temperature affects air pollution rather than the reverse ( 55 ). However, there may be synergistic effects of ambient temperature and air pollution on health ( 12 ).…”
Section: Discussionmentioning
confidence: 99%
“…Municipality-level population size and gross domestic product (GDP) per capita for every year during the study period were downloaded from BIGS and then adjusted to United States dollars at the current price, according to the consumer price index during 2008–2020 and the average exchange rate in 2020 [ 18 , 19 ]. All variables were linked to death cases according to municipality and year.…”
Section: Methodsmentioning
confidence: 99%
“…We then calculated daily mean relative humidity from the ERA5 daily mean temperature and daily mean dew point temperature, using the algorithm provided by the “humidity” R package 34 . The municipality-level temperature and relative humidity were represented by the value of the grid at the geographical centre of each city 35 . The immediate region-average values of meteorological factors were then derived from population-weighted averages of all municipality-level values within the region.…”
Section: Methodsmentioning
confidence: 99%