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Association between ambient air pollutants and upper respiratory tract infection and pneumonia disease burden in Thailand from 2000 to 2022: a high frequency ecological analysis
by
Koo, Joel Ruihan
, Janhavi, A.
, Lim, Jue Tao
, Dickens, Borame L
, Choo, Esther Li Wen
, Yim, Steve H. L.
in
Aerosols
/ Air Pollutants - adverse effects
/ Air Pollutants - analysis
/ Air pollution
/ Ambient air pollutants
/ Analysis
/ Bacterial pneumonia
/ Carbon monoxide
/ Climatic data
/ Data sampling
/ Diagnosis
/ Disease
/ Disease control
/ Environmental epidemiology
/ Environmental Exposure - adverse effects
/ Environmental Exposure - analysis
/ Environmental Pollutants - analysis
/ Epidemiology
/ Frequency analysis
/ Health aspects
/ Health surveillance
/ Humans
/ Humidity
/ Infectious Diseases
/ Influenza
/ Internal Medicine
/ Medical Microbiology
/ Medicine
/ Medicine & Public Health
/ Mixed data sampling methods
/ Nitrogen dioxide
/ Outdoor air quality
/ Ozone
/ Parasitology
/ Particulate emissions
/ Particulate matter
/ Particulate Matter - adverse effects
/ Particulate Matter - analysis
/ Pneumonia
/ Pneumonia - epidemiology
/ Pneumonia - etiology
/ Pollutants
/ Public health
/ Respiratory tract
/ Respiratory tract diseases
/ Respiratory tract infection
/ Respiratory tract infections
/ Respiratory Tract Infections - epidemiology
/ Risk factors
/ Sampling methods
/ Statistical methods
/ Sulfur compounds
/ Sulfur dioxide
/ Thailand - epidemiology
/ Time series
/ Tropical Medicine
/ Upper respiratory tract infections
/ Variables
/ Weather
2023
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Association between ambient air pollutants and upper respiratory tract infection and pneumonia disease burden in Thailand from 2000 to 2022: a high frequency ecological analysis
by
Koo, Joel Ruihan
, Janhavi, A.
, Lim, Jue Tao
, Dickens, Borame L
, Choo, Esther Li Wen
, Yim, Steve H. L.
in
Aerosols
/ Air Pollutants - adverse effects
/ Air Pollutants - analysis
/ Air pollution
/ Ambient air pollutants
/ Analysis
/ Bacterial pneumonia
/ Carbon monoxide
/ Climatic data
/ Data sampling
/ Diagnosis
/ Disease
/ Disease control
/ Environmental epidemiology
/ Environmental Exposure - adverse effects
/ Environmental Exposure - analysis
/ Environmental Pollutants - analysis
/ Epidemiology
/ Frequency analysis
/ Health aspects
/ Health surveillance
/ Humans
/ Humidity
/ Infectious Diseases
/ Influenza
/ Internal Medicine
/ Medical Microbiology
/ Medicine
/ Medicine & Public Health
/ Mixed data sampling methods
/ Nitrogen dioxide
/ Outdoor air quality
/ Ozone
/ Parasitology
/ Particulate emissions
/ Particulate matter
/ Particulate Matter - adverse effects
/ Particulate Matter - analysis
/ Pneumonia
/ Pneumonia - epidemiology
/ Pneumonia - etiology
/ Pollutants
/ Public health
/ Respiratory tract
/ Respiratory tract diseases
/ Respiratory tract infection
/ Respiratory tract infections
/ Respiratory Tract Infections - epidemiology
/ Risk factors
/ Sampling methods
/ Statistical methods
/ Sulfur compounds
/ Sulfur dioxide
/ Thailand - epidemiology
/ Time series
/ Tropical Medicine
/ Upper respiratory tract infections
/ Variables
/ Weather
2023
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Association between ambient air pollutants and upper respiratory tract infection and pneumonia disease burden in Thailand from 2000 to 2022: a high frequency ecological analysis
by
Koo, Joel Ruihan
, Janhavi, A.
, Lim, Jue Tao
, Dickens, Borame L
, Choo, Esther Li Wen
, Yim, Steve H. L.
in
Aerosols
/ Air Pollutants - adverse effects
/ Air Pollutants - analysis
/ Air pollution
/ Ambient air pollutants
/ Analysis
/ Bacterial pneumonia
/ Carbon monoxide
/ Climatic data
/ Data sampling
/ Diagnosis
/ Disease
/ Disease control
/ Environmental epidemiology
/ Environmental Exposure - adverse effects
/ Environmental Exposure - analysis
/ Environmental Pollutants - analysis
/ Epidemiology
/ Frequency analysis
/ Health aspects
/ Health surveillance
/ Humans
/ Humidity
/ Infectious Diseases
/ Influenza
/ Internal Medicine
/ Medical Microbiology
/ Medicine
/ Medicine & Public Health
/ Mixed data sampling methods
/ Nitrogen dioxide
/ Outdoor air quality
/ Ozone
/ Parasitology
/ Particulate emissions
/ Particulate matter
/ Particulate Matter - adverse effects
/ Particulate Matter - analysis
/ Pneumonia
/ Pneumonia - epidemiology
/ Pneumonia - etiology
/ Pollutants
/ Public health
/ Respiratory tract
/ Respiratory tract diseases
/ Respiratory tract infection
/ Respiratory tract infections
/ Respiratory Tract Infections - epidemiology
/ Risk factors
/ Sampling methods
/ Statistical methods
/ Sulfur compounds
/ Sulfur dioxide
/ Thailand - epidemiology
/ Time series
/ Tropical Medicine
/ Upper respiratory tract infections
/ Variables
/ Weather
2023
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Association between ambient air pollutants and upper respiratory tract infection and pneumonia disease burden in Thailand from 2000 to 2022: a high frequency ecological analysis
Journal Article
Association between ambient air pollutants and upper respiratory tract infection and pneumonia disease burden in Thailand from 2000 to 2022: a high frequency ecological analysis
2023
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Overview
Background
A pertinent risk factor of upper respiratory tract infections (URTIs) and pneumonia is the exposure to major ambient air pollutants, with short term exposures to different air pollutants being shown to exacerbate several respiratory conditions.
Methods
Here, using disease surveillance data comprising of reported disease case counts at the province level, high frequency ambient air pollutant and climate data in Thailand, we delineated the association between ambient air pollution and URTI/Pneumonia burden in Thailand from 2000 – 2022. We developed mixed-data sampling methods and estimation strategies to account for the high frequency nature of ambient air pollutant concentration data. This was used to evaluate the effects past concentrations of fine particulate matter (PM
2.5
), sulphur dioxide (SO
2
), and carbon monoxide (CO) and the number of disease case count, after controlling for the confounding meteorological and disease factors.
Results
Across provinces, we found that past increases in CO, SO
2,
and PM
2.5
concentration were associated to changes in URTI and pneumonia case counts, but the direction of their association mixed. The contributive burden of past ambient air pollutants on contemporaneous disease burden was also found to be larger than meteorological factors, and comparable to that of disease related factors.
Conclusions
By developing a novel statistical methodology, we prevented subjective variable selection and discretization bias to detect associations, and provided a robust estimate on the effect of ambient air pollutants on URTI and pneumonia burden over a large spatial scale.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
Subject
/ Air Pollutants - adverse effects
/ Analysis
/ Disease
/ Environmental Exposure - adverse effects
/ Environmental Exposure - analysis
/ Environmental Pollutants - analysis
/ Humans
/ Humidity
/ Medicine
/ Ozone
/ Particulate Matter - adverse effects
/ Particulate Matter - analysis
/ Respiratory tract infections
/ Respiratory Tract Infections - epidemiology
/ Upper respiratory tract infections
/ Weather
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