A time series analysis of the relationship between ambient temperature and ischaemic stroke in the Ljubljana area: immediate, delayed and cumulative effects
Abstract Background Stroke is a major health problem around the world. Several studies have examine the influence of ambient temperature on incidence of stoke, but they reported different results for different types of stroke and different geographical regions. Hence, effect of ambient temperature i...
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doaj-93e5a3ee95fc451988a56b8b9c9ea0312021-01-17T12:23:44ZengBMCBMC Neurology1471-23772021-01-012111610.1186/s12883-021-02044-8A time series analysis of the relationship between ambient temperature and ischaemic stroke in the Ljubljana area: immediate, delayed and cumulative effectsMirjam Ravljen0Fajko Bajrović1Damjan Vavpotič2University of Ljubljana, Faculty of Health SciencesUniversity Medical Centre Ljubljana, Neurology Clinic, Department of Vascular Neurology and Neurological Intensive CareUniversity of Ljubljana, Faculty of Computer and Information Science, Information Systems LaboratoryAbstract Background Stroke is a major health problem around the world. Several studies have examine the influence of ambient temperature on incidence of stoke, but they reported different results for different types of stroke and different geographical regions. Hence, effect of ambient temperature is still much of interest, when focusing on ischemic stroke (IS) in regions that have not been examined yet. The aim of our study is to analyse association between IS incidences and short, delayed and cumulative effect of average daily ambient temperature, humidity and pressure in central Europe. To the best of our knowledge, this is the first IS study conducted between 45° and 50° latitude where large part of Central European population resides. Methods We linked daily hospitals’ admission data for whole population and separately for two specific age groups with ambient temperature data. We considered patients coming from Ljubljana basin and its immediate surrounding. Data were gathered daily from January 2012 to December 2017. To measure the effect of average ambient temperature, humidity and pressure we used generalized linear model with a log-link-function and a Poisson distribution. Results The results of our study show a statistically significant immediate, delayed and cumulative effects of ambient temperatures on IS incidence for the whole population and the population older than 65 years. Specifically, 1 °C reduction in ambient temperature on a given day (Lag 0) increases the IS risk for approximately 5‰ (all population) or 6‰ (population older than 65 years). Similar effects were found for lags from 1 to 6. Analysis of time windows from 0 to 1 days up to 0–28 days also show statistically significant cumulative effect for the same two age groups. IS incidence was not found to be significantly related to pressure or humidity in any group. Conclusion The findings of this study may help healthcare authorities in central Europe improve existing stroke prevention measures and raise public awareness.https://doi.org/10.1186/s12883-021-02044-8StrokeWeatherMorbidityCentral EuropeAverage daily ambient temperatureTime lag |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mirjam Ravljen Fajko Bajrović Damjan Vavpotič |
spellingShingle |
Mirjam Ravljen Fajko Bajrović Damjan Vavpotič A time series analysis of the relationship between ambient temperature and ischaemic stroke in the Ljubljana area: immediate, delayed and cumulative effects BMC Neurology Stroke Weather Morbidity Central Europe Average daily ambient temperature Time lag |
author_facet |
Mirjam Ravljen Fajko Bajrović Damjan Vavpotič |
author_sort |
Mirjam Ravljen |
title |
A time series analysis of the relationship between ambient temperature and ischaemic stroke in the Ljubljana area: immediate, delayed and cumulative effects |
title_short |
A time series analysis of the relationship between ambient temperature and ischaemic stroke in the Ljubljana area: immediate, delayed and cumulative effects |
title_full |
A time series analysis of the relationship between ambient temperature and ischaemic stroke in the Ljubljana area: immediate, delayed and cumulative effects |
title_fullStr |
A time series analysis of the relationship between ambient temperature and ischaemic stroke in the Ljubljana area: immediate, delayed and cumulative effects |
title_full_unstemmed |
A time series analysis of the relationship between ambient temperature and ischaemic stroke in the Ljubljana area: immediate, delayed and cumulative effects |
title_sort |
time series analysis of the relationship between ambient temperature and ischaemic stroke in the ljubljana area: immediate, delayed and cumulative effects |
publisher |
BMC |
series |
BMC Neurology |
issn |
1471-2377 |
publishDate |
2021-01-01 |
description |
Abstract Background Stroke is a major health problem around the world. Several studies have examine the influence of ambient temperature on incidence of stoke, but they reported different results for different types of stroke and different geographical regions. Hence, effect of ambient temperature is still much of interest, when focusing on ischemic stroke (IS) in regions that have not been examined yet. The aim of our study is to analyse association between IS incidences and short, delayed and cumulative effect of average daily ambient temperature, humidity and pressure in central Europe. To the best of our knowledge, this is the first IS study conducted between 45° and 50° latitude where large part of Central European population resides. Methods We linked daily hospitals’ admission data for whole population and separately for two specific age groups with ambient temperature data. We considered patients coming from Ljubljana basin and its immediate surrounding. Data were gathered daily from January 2012 to December 2017. To measure the effect of average ambient temperature, humidity and pressure we used generalized linear model with a log-link-function and a Poisson distribution. Results The results of our study show a statistically significant immediate, delayed and cumulative effects of ambient temperatures on IS incidence for the whole population and the population older than 65 years. Specifically, 1 °C reduction in ambient temperature on a given day (Lag 0) increases the IS risk for approximately 5‰ (all population) or 6‰ (population older than 65 years). Similar effects were found for lags from 1 to 6. Analysis of time windows from 0 to 1 days up to 0–28 days also show statistically significant cumulative effect for the same two age groups. IS incidence was not found to be significantly related to pressure or humidity in any group. Conclusion The findings of this study may help healthcare authorities in central Europe improve existing stroke prevention measures and raise public awareness. |
topic |
Stroke Weather Morbidity Central Europe Average daily ambient temperature Time lag |
url |
https://doi.org/10.1186/s12883-021-02044-8 |
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