Constructing Directed Acyclic Graphs (DAGs) to Inform Tobacco Cessation Intervention Research: A Methodological Extension Using Evidence Synthesis

By applying ESC-DAG methodology, this study contributes a novel causal framework for understanding disparities in tobacco cessation intervention uptake. The resulting DAG can inform future statistical modeling, simulation studies, and equity-focused program design, supporting more effective public health strategies to reduce smoking prevalence and associated inequities.

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Publication Details

Journal
Healthcare
Published
2025-11-08
DOI
https://doi.org/10.3390/healthcare13222837
Primary Topic
Advanced Causal Inference Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Constructing Directed Acyclic Graphs (DAGs) to Inform Tobacco Cessation Intervention Research: A Methodological Extension Using Evidence Synthesis

Naiya Patel, Joseph Inungu, Sanchita Sultana
Healthcare
Advanced Causal Inference Techniques
article

Constructing Directed Acyclic Graphs (DAGs) to Inform Tobacco Cessation Intervention Research: A Methodological Extension Using Evidence Synthesis

Naiya Patel, Joseph Inungu, Sanchita Sultana
article en

Abstract

By applying ESC-DAG methodology, this study contributes a novel causal framework for understanding disparities in tobacco cessation intervention uptake. The resulting DAG can inform future statistical modeling, simulation studies, and equity-focused program design, supporting more effective public health strategies to reduce smoking prevalence and associated inequities.

HealthcareVol. 13(22)
Central Michigan University (US), Washtenaw Community College (US), Health Solutions (Sweden) (SE)
Openalex Percentile: Top 69%
Advanced Causal Inference Techniques
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Constructing Directed Acyclic Graphs (DAGs) to Inform Tobacco Cessation Intervention Research: A Methodological Extension Using Evidence Synthesis — Naiya Patel, Joseph Inungu, et al. · Healthcare (2025) | TGRS Research Map | TGRS