ArticlePloS one2017
Burden of disease attributed to ambient air pollution in Thailand: A GIS-based approach.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 81 citations in OpenAlex.
- Burden of cardiovascular disease attributed to air pollution: a systematic review.Globalization and health · 2024Pooled it
- Attributing climate-related health burdens in Southeast Asia: a scoping review.The Lancet regional health. Western Pacific · 2026Review
- Article
- Associations Between Metabolic Risk Factors and Lung Function Among Adults in Northern Thailand: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2025Article
- Differential impacts of ambient PM2.5 exposure on sperm quality in northern Thailand.JBRA assisted reproduction · 2024Article
- Impact of air pollution on mortality: Geo-epidemiological study in French-speaking Africa.Heliyon · 2024Article
- Article
- Association between ambient air particulate matter and human health impacts in northern Thailand.Scientific reports · 2023Article
- Air Pollution-Related Respiratory Diseases and Associated Environmental Factors in Chiang Mai, Thailand, in 2011-2020.Tropical medicine and infectious disease · 2022Article
- Article
- Estimation of Excess All-Cause Mortality Due to COVID-19 in Thailand.Tropical medicine and infectious disease · 2022Article
- Outpatient Department Visits and Mortality with Various Causes Attributable to Ambient Air Pollution in the Eastern Economic Corridor of Thailand.International journal of environmental research and public health · 2022Article
- Assessing the Risk Factors For Diagnosed Symptomatic Dry Eye Using a Smartphone App: Cross-sectional Study.JMIR mHealth and uHealth · 2022Article
- The Elemental Characteristics and Human Health Risk of PMInternational journal of environmental research and public health · 2022Article
- Article
- Article
- Leveraging data and information systems on the sustainable development goals.International journal of medical informatics · 2021Article
- Mortality attributable to fine particulate matter in Asia, 2000-2015: a cross-sectional cause-of-death analysis.BMJ open · 2021Article
- An Assessment of Annual Mortality Attributable to Ambient PMInternational journal of environmental research and public health · 2020Article
- Effects of ambient particulate matter on vascular tissue: a review.Journal of toxicology and environmental health. Part B, Critical reviews · 2020Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundGrowing urbanisation and population requiring enhanced electricity generation as well as the increasing numbers of fossil fuel in Thailand pose important challenges to air quality management which impacts on the health of the population. Mortality attributed to ambient air pollution is one of the sustainable development goals (SDGs). We estimated the spatial pattern of mortality burden attributable to selected ambient air pollution in 2009 based on the empirical evidence in Thailand.
methodsWe estimated the burden of disease attributable to ambient air pollution based on the comparative risk assessment (CRA) framework developed by the World Health Organization (WHO) and the Global Burden of Disease study (GBD). We integrated geographical information systems (GIS)-based exposure assessments into spatial interpolation models to estimate ambient air pollutant concentrations, the population distribution of exposure and the concentration-response (CR) relationship to quantify ambient air pollution exposure and associated mortality. We obtained air quality data from the Pollution Control Department (PCD) of Thailand surface air pollution monitoring network sources and estimated the CR relationship between relative risk (RR) and concentration of air pollutants from the epidemiological literature.
resultsWe estimated 650-38,410 ambient air pollution-related fatalities and 160-5,982 fatalities that could have been avoided with a 20 reduction in ambient air pollutant concentrations. The summation of population-attributable fraction (PAF) of the disease burden for all-causes mortality in adults due to NO2 and PM2.5 were the highest among all air pollutants at 10% and 7.5%, respectively. The PAF summation of PM2.5 for lung cancer and cardiovascular disease were 16.8% and 14.6% respectively and the PAF summations of mortality attributable to PM10 was 3.4% for all-causes mortality, 1.7% for respiratory and 3.8% for cardiovascular mortality, while the PAF summation of mortality attributable to NO2 was 7.8% for respiratory mortality in Thailand.
conclusionMortality due to ambient air pollution in Thailand varies across the country. Geographical distribution estimates can identify high exposure areas for planners and policy-makers. Our results suggest that the benefits of a 20% reduction in ambient air pollution concentration could prevent up to 25% of avoidable fatalities each year in all-causes, respiratory and cardiovascular categories. Furthermore, our findings can provide guidelines for future epidemiological investigations and policy decisions to achieve the SDGs.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.