Evidence map›Paper›PMID 41877959›Full record

ArticleJournal of multidisciplinary healthcare2026

Short-Term Associations Between Ambient Air Pollution and Outpatient and Emergency Visits for Hypertension: A DLNM-Based Time-Series Analysis in Baise, Guangxi, China.

Mengdong Xin, Jiancheng Liang, Mingmei Shang, Rui Guo, Shusong Deng, Xiaoxiao Wei

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Article in Journal of multidisciplinary healthcare, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Mengdong XinSchool of Public Health, Youjiang Medical University for Nationalities, Baise, Guangxi, People's Republic of China.ORCID 0009-0002-7608-7854
Jiancheng LiangSchool of Public Health, Youjiang Medical University for Nationalities, Baise, Guangxi, People's Republic of China.
Mingmei ShangSchool of Public Health, Youjiang Medical University for Nationalities, Baise, Guangxi, People's Republic of China.
Rui GuoSchool of Public Health, Youjiang Medical University for Nationalities, Baise, Guangxi, People's Republic of China.
Shusong DengSchool of Public Health, Youjiang Medical University for Nationalities, Baise, Guangxi, People's Republic of China.
Xiaoxiao WeiSchool of Public Health, Youjiang Medical University for Nationalities, Baise, Guangxi, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Despite growing evidence that short-term ambient air pollution increases hypertension risk, data from China's border regions are limited; this study quantifies the association between daily pollutant concentrations and daily emergency and outpatient visits for hypertension in Baise, a southern border city. Methods: We collected hypertension case data from two tertiary hospitals in Baise City (1 Jan 2020-30 Dec 2022) and concurrent local air pollutant and meteorological data, and used a distributed lag non-linear model (DLNM) to assess pollutant effects on outpatient and emergency visits, with subgroup analyses by sex, age, and season. Results: Every 10 μg/m Conclusion: Short-term exposure to pollutants such as PM

Indexed as

air pollutantsDLNMhypertension outpatient and emergency visitsrelative risk

Identifiers

PMID41877959
PMCPMC13007941

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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.