Evidence map›Paper›PMID 40704125›Full record

ArticleTobacco induced diseases2025

A framework for researching the waterpipe tobacco business sector in the United States.

Seyed Mehrdad Mohammadi, Pamela Ling, Dorie E Apollonio, Stella Bialous

Abstract read
In one paragraph

Article in Tobacco induced diseases, 2025. 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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0citing papers 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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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Seyed Mehrdad MohammadiCenter for Tobacco Control Research and Education, University of California San Francisco, San Francisco, United States.
Pamela LingCenter for Tobacco Control Research and Education, University of California San Francisco, San Francisco, United States.
Dorie E ApollonioCenter for Tobacco Control Research and Education, University of California San Francisco, San Francisco, United States.
Stella BialousCenter for Tobacco Control Research and Education, University of California San Francisco, San Francisco, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe waterpipe tobacco sector is a fragmented and multifaceted part of the tobacco industry, including shisha tobacco, hookah devices, and the hospitality industry. Information on this sector's business structure and its actors is limited. This study aims to develop a framework for understanding the scope, business entities, and key actors in the waterpipe sector in the United States that can facilitate research and public health interventions.

methodsWe first identified a sample of 87 waterpipe-related business entities through internet searches and business intelligence reports provided by marketing research companies. Using grounded theory, we then identified key business components and themes within the waterpipe sector, which we iteratively refined through successive rounds of analysis.

resultsWe identified and defined eight domains in the waterpipe tobacco sector: 1) waterpipe tobacco growers, 2) shisha tobacco manufacturers, 3) hookah device and accessories manufacturers, 4) waterpipe charcoal manufacturers, 5) shisha/hookah/charcoal resellers or retailers, 6) waterpipe tobacco service providers and the hospitality sector, 7) waterpipe tobacco networks and trade associations, and 8) aggregated sales. Within these 8 domains, 46 fields of information were identified to construct a detailed information grid for the waterpipe tobacco sector.

conclusionsThis comprehensive framework and information grid offer a reference base for research, monitoring, and understanding of the waterpipe tobacco sector. Additionally, it can support efforts to improve regulation of the sector in the United States.

Indexed as

smokingtobacco industrytobacco productsUnited Stateswaterpipe tobacco

Identifiers

PMID40704125
PMCPMC12285647

What OpenQuestion holds

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LicenceCC BY
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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.