Evidence map›Paper›PMID 29267319›Full record

ArticlePloS one2017

Burden of disease attributed to ambient air pollution in Thailand: A GIS-based approach.

Chayut Pinichka, Nuttapat Makka, Decharut Sukkumnoed, Suwat Chariyalertsak, Puchong Inchai, Kanitta Bundhamcharoen

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed, 1 pooled it
2.9field-weighted citation impact, top 10% of its field
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

28 citing papers in PubMed, 1 synthesis or guideline pooled it, 81 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
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  5. Article
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  7. Article
  8. Article
  9. Article
  10. Article
  11. Estimation of Excess All-Cause Mortality Due to COVID-19 in Thailand.Tropical medicine and infectious disease · 2022
    Article
  12. Article
  13. Article
  14. The Elemental Characteristics and Human Health Risk of PMInternational journal of environmental research and public health · 2022
    Article
  15. Article
  16. Article
  17. Leveraging data and information systems on the sustainable development goals.International journal of medical informatics · 2021
    Article
  18. Article
  19. An Assessment of Annual Mortality Attributable to Ambient PMInternational journal of environmental research and public health · 2020
    Article
  20. Effects of ambient particulate matter on vascular tissue: a review.Journal of toxicology and environmental health. Part B, Critical reviews · 2020
    Review
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

6 authors at 3 institutions in 1 country.

Chayut PinichkaInternational Health Policy Program, Ministry of Public Health, Nonthaburi, Thailand.
Nuttapat MakkaInternational Health Policy Program, Ministry of Public Health, Nonthaburi, Thailand.
Decharut SukkumnoedHealth Systems Research Institute, Research and Development Program on Healthy Public Policy and Health Impact Assessment, Nonthaburi, Thailand.
Suwat ChariyalertsakResearch Institute for Health Sciences, Chiang Mai University, Sriphum, Muang Chiang Mai, Thailand.
Puchong InchaiInternational Health Policy Program, Ministry of Public Health, Nonthaburi, Thailand.
Kanitta BundhamcharoenInternational Health Policy Program, Ministry of Public Health, Nonthaburi, Thailand.ORCID 0000-0002-6318-0497
Ministry of Public Health · THChiang Mai University · THHealth Systems Research Institute · TH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

Environmental ExposureGeographic Information SystemsAir PollutantsDiseaseHumansRisk AssessmentThailandAir Pollutants

Identifiers

PMID29267319
PMCPMC5739428
OpenAlexW2776421110

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.