Evidence map›Paper›PMID 42305819›Full record

ArticleFrontiers in epidemiology2026

Density of tobacco retail outlets around school in Lao People's Democratic Republic 2024: a geospatial analysis.

Shweta Kulkarni, Thanh Cong Bui, Phonepadith Xangsayarath, Khatthanaphone Phangdouangsy, Chanthavy Soulaphy, Khanittha Sengdara, Sydney Martinez, Amanda Janitz, Summer G Frank-Pearce, Laura A Beebe

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Article in Frontiers in epidemiology, 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

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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Shweta KulkarniDepartment of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Campus (OUHC), Oklahoma City, OK, United States.
Thanh Cong BuiDepartment of Family and Preventive Medicine, College of Medicine, University of Oklahoma Health Campus (OUHC), Oklahoma City, OK, United States.
Phonepadith XangsayarathNational Center for Laboratory and Epidemiology, Ministry of Health of Lao People's Democratic Republic (Lao PDR), Vientiane, Lao PDR.
Khatthanaphone PhangdouangsySecretariat of the National Tobacco Control Committee, Ministry of Health of Lao PDR, Vientiane, Lao PDR.
Chanthavy SoulaphyNational Center for Laboratory and Epidemiology, Ministry of Health of Lao People's Democratic Republic (Lao PDR), Vientiane, Lao PDR.
Khanittha SengdaraNational Center for Laboratory and Epidemiology, Ministry of Health of Lao People's Democratic Republic (Lao PDR), Vientiane, Lao PDR.
Sydney MartinezDepartment of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Campus (OUHC), Oklahoma City, OK, United States.
Amanda JanitzDepartment of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Campus (OUHC), Oklahoma City, OK, United States.
Summer G Frank-PearceDepartment of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Campus (OUHC), Oklahoma City, OK, United States.
Laura A BeebeDepartment of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Campus (OUHC), Oklahoma City, OK, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Exposure to tobacco advertising at tobacco retail outlets (TROs) is associated with smoking initiation among youth. There is limited geospatial evidence on the density of TROs in Lao People's Democratic Republic (PDR), a country with high prevalence of tobacco smoking. This study examined the density and proximity of TROs around schools in two urban districts and one rural district of Vientiane Capital, Lao PDR, using geographic information systems. Methods: We audited 233 TROs around 27 schools between January 19 and February 18, 2024. TROs were mapped within 250 m and 500 m buffers in two urban districts (Chanthabuly and Sissatanak), and 500 m and 1,000 m buffers in one rural district (Naxaithong). Buffer analysis and network analysis estimated TRO density and median walking distances between TROs and schools. We used the Kruskal-Wallis test to determine if TRO density varied significantly in urban districts within two buffers and the chi-square test to examine differences in TRO characteristics based on proximity to schools. Results: TRO density was defined as the number of TROs mapped within a 250 m radius of urban schools and those mapped within 1,000 m radius of rural schools. TRO density was higher within the buffer of 250-500 m in Chanthabuly (median = 12), followed by Sissatanak (median = 3) ( Conclusion: Within the context of the Lao PDR, our study provides the first geospatial evidence of tobacco retail outlet density in both urban and rural districts of Vientiane Capital, revealing a substantially higher concentration of outlets in urban districts.We also quantified walking distances between schools and outlets violating tobacco control measures, including lack of age verification signage and outdoor cigarette advertising. These findings suggest that stricter regulation of tobacco retail outlets could strengthen tobacco control policy implementation in Lao PDR.

Indexed as

geographic information systemgeospatial analysisLao People's Democratic Republictobacco preventiontobacco retail density

Identifiers

PMID42305819
PMCPMC13265550

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