Evidence map›Paper›PMID 41491943›Full record

ArticleBMC public health2026

Long-term trends, health impacts, and economic costs of PM₂.₅ in Khorramabad, Iran (2014-2023).

Reza Fouladi-Fard, Marzieh Bayat, Mohammadamin Karami, Nayereh Rezaie Rahimi, Faramarz Azimi, Bahram Kamarahie

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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.

Reza Fouladi-FardResearch Center for Environmental Pollutants, Qom University of Medical Sciences, Qom, Iran.
Marzieh BayatStudent Research Committee, Lorestan University of Medical Sciences, Khorramabad, Iran.
Mohammadamin KaramiEnvironmental Health Research Center, Lorestan University of Medical Sciences, Khorramabad, Iran.
Nayereh Rezaie RahimiDepartment of Environmental Health Engineering, School of Public Health, Shiraz University of Medical Sciences, Shiraz, Iran.
Faramarz AzimiEnvironmental Health Research Center, Lorestan University of Medical Sciences, Khorramabad, Iran. fazimi65@gmail.com.ORCID http://orcid.org/0000-0003-2943-3697
Bahram KamarahieEnvironmental Health Research Center, Lorestan University of Medical Sciences, Khorramabad, Iran. b.kamarehie@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFine particulate matter (PM₂.₅) is one of the most harmful air pollutants, linked to serious health effects including cardiovascular and respiratory diseases, and premature mortality. Despite this, long-term data on PM₂.₅ exposure and its health impacts are limited in many regions of Iran. This study aimed to assess the long-term trends of PM₂.₅ concentration, estimate related health impacts, and evaluate economic costs in Khorramabad, a semi-arid city in western Iran, over a ten-year period (2014–2023).

methodsPM₂.₅ data were collected from three air quality monitoring stations and analyzed for temporal trends using statistical and visualization tools. Health impacts, including all-cause, cardiovascular, COPD, and lung cancer mortality, were estimated using the WHO’s AirQ + model. The data were compared with WHO air quality guidelines to assess public health risks. For estimating the economic cost attributed to PM₂.₅, The human capital method (HCM) was used.

resultsPM₂.₅ concentrations showed significant seasonal and hourly variations, with the highest levels in summer months, particularly August. A decreasing trend in annual mean PM₂.₅ was observed after 2020, with the lowest average in 2023 (16.9 µg/m³). Health risk assessment revealed a declining trend in PM₂.₅-related premature deaths, from 662 in 2015 to 288 in 2023, with cardiovascular disease being the most affected outcome. The analysis revealed that over the ten-year study period, the economic burden estimation demonstrated an average annual cost of US$34.9 million (range: 19.1–43.9 million US dollars).

conclusionAlthough air quality has improved in recent years, PM₂.₅ levels still often exceed WHO guidelines. Continued monitoring, stricter regulations, and regional cooperation are essential to reduce pollution and its health and economic cost burden.

Indexed as

Air PollutantsAir PollutionEnvironmental ExposureParticulate MatterCardiovascular DiseasesEnvironmental MonitoringHumansIranAir PollutantsParticulate MatterAir pollutionAirQ+Economic costsHealth impactKhorramabadPM₂.₅

Identifiers

PMID41491943
PMCPMC12870155

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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.