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Simulation Modeling and Tobacco Control

Creating More Robust Public Health Policies

Bibliographic Data

ID11027371
AuthorsDavid T Levy (0000-0001-5280-3612, David T. Levy is with the Pacific Institute for Research and Evaluation of Calverton, Md, and the University of Baltimore, Baltimore, Md. Joseph E. Bauer is with the Roswell Park Cancer Institute of Buffalo, NY. Hye-ryeon Lee is with the Department of Speech at the University of Hawaii, Manoa.), Joseph E Bauer (0000-0003-4939-8120, David T. Levy is with the Pacific Institute for Research and Evaluation of Calverton, Md, and the University of Baltimore, Baltimore, Md. Joseph E. Bauer is with the Roswell Park Cancer Institute of Buffalo, NY. Hye-ryeon Lee is with the Department of Speech at the University of Hawaii, Manoa.), Hye-Ryeon Lee (0000-0001-9957-5522, David T. Levy is with the Pacific Institute for Research and Evaluation of Calverton, Md, and the University of Baltimore, Baltimore, Md. Joseph E. Bauer is with the Roswell Park Cancer Institute of Buffalo, NY. Hye-ryeon Lee is with the Department of Speech at the University of Hawaii, Manoa.), Hye‐ryeon Lee (0000-0002-8427-3174, University of Hawaiʻi at Mānoa)
Year2006
Volume96
Issue3
Pages494-498
Publication date2006-03-01
Open AccessNo
TypeARTICLE
VenueAmerican Journal of Public Health (JOURNAL)
Journal identifiersISSN: 0090-0036 • E-ISSN: 1541-0048
PublisherAmerican Public Health Association (PUBLISHER • US)
DOI10.2105/ajph.2005.063974
PMID16449585
PMCIDPMC1470526
OpenAlexW2054954466
LanguageEN
Citations received30
References cited25

Although previous empirical studies have shown that tobacco control policies are effective at reducing smoking rates, such studies have proven of limited effectiveness in distinguishing how the effect of policies depend on the other policies in place, the length of adjustment period, the way the policy is implemented, and the demographic groups considered. An alternative and complementary approach to purely statistical equations is simulation models. We describe the SimSmoke simulation model and how we used it to assess tobacco control policy in a specific case study. Simulation models are not only useful for policy prediction and planning but also may help to broaden our understanding of the role of different public health policies within a complex, dynamic social system

Control (management) · Econometrics · Economic growth · Economics · Environmental health · Public economics · Public health · Public health policy · Public policy · Tobacco control · Artificial Intelligence · Computer Science · demographic modeling and climate adaptation · Health disparities and outcomes · Medicine · Smoking Behavior and Cessation · Health Policy

  • A Decision-Theoretic Public Health Framework for Heated Tobacco and Nicotine Vaping Products

    Open Access•David T Levy, Christopher J Cadham et al.•International Journal of…•2022

  • Modelling the impact of menthol sales restrictions and retailer density reduction policies

    Open Access•Todd Combs, Virginia R Mckay et al.•Tobacco Control•2019

  • System dynamics modelling methods for public health policy evaluation

    Open Access•H A Valkenburg, Hendrika J Valkenburg et al.•BMC Public Health•2026

  • What is the best tobacco control policy in Tuscany? An assessment using uncertainty analysis

    Alessio Lachi, Giulia Carreras et al.•Tobacco Control•2026

  • Systems Science Methods in Public Health

    Douglas A Luke, Katherine A Stamatakis•Annual Review of Public Health•2012

  • The influence of societal individualism on a century of tobacco use

    Open Access•John C Lang, Daniel M Abrams et al.•BMC Public Health•2015

  • US Nicotine Vaping Product SimSmoke Simulation Model

    Open Access•David T Levy, Luz María Sánchez‐Romero et al.•International Journal of…•2021

  • Russia SimSmoke

    G Ya Maslennikova, Р Г Оганов et al.•Tobacco Control•2013

  • Public health benefits from pictorial health warnings on US cigarette packs

    David T Levy, Darren Mays et al.•Tobacco Control•2016

  • The effect of tobacco control policies on smoking prevalence and smoking-attributable deaths in Ireland using the IrelandSS simulation model

    Laura M Currie, Laura Currie et al.•Tobacco Control•2012

  • Assessing the Dynamic Outcomes of Containment Strategies against Covid-19 under Different Public Health Governance Structures

    Open Access•Weiwei Zhang, Thomas J Huggins et al.•International Journal of…•2022

  • The role of tobacco control policies in reducing smoking and deaths in a middle income nation

    David T Levy, Sarunya Benjakul et al.•Tobacco Control•2008

  • The US SimSmoke tobacco control policy model of smokeless tobacco and cigarette use

    Open Access•David T Levy, Zhe Yuan et al.•BMC Public Health•2018

  • Italy SimSmoke

    Open Access•David T Levy, David Levy et al.•BMC Public Health•2012

  • Application of the Abridged SimSmoke model to four Eastern Mediterranean countries

    David T Levy, Heba Fouad et al.•Tobacco Control•2015

  • Is the decline of active travel to school unavoidable by-products of economic growth and urbanization in developing countries

    Open Access•Yong Yang, Hong Xue et al.•Sustainable Cities and Society•2019

  • Can a deterministic spatial microsimulation model provide reliable small-area estimates of health behaviours? An example of smoking prevalence in New Zealand

    Open Access•D Smith, Dianna M Smith et al.•Health & Place•2011

  • Mexico SimSmoke

    Open Access•Nancy L Fleischer, James F Thrasher et al.•Global Public Health•2016

  • The benefits from complying with the framework convention on tobacco control

    Open Access•David T Levy, An-Tsun Huang et al.•Health Policy and Planning•2014

  • Sensory swap

    Open Access•Sanju V Prahalathan, Danielle Baird et al.•Appetite•2022

  • Reducing social inequalities in health

    Open Access•Brendan T Smith, Peter M Smith et al.•Journal of Epidemiology and…•2014

  • Simulation Modeling of Policies Directed at Youth Sugar‐Sweetened Beverage Consumption

    Open Access•David T Levy, Karen B Friend•American Journal of Community…•2013

  • Researching a Local Heroin Market as a Complex Adaptive System

    Open Access•Lee D Hoffer, Lee Hoffer et al.•American Journal of Community…•2009

  • Application of a System Dynamics Model to Inform Investment in Smoking Cessation Services in New Zealand

    Martin Tobias, Martin I Tobias et al.•American Journal of Public Health•2010

  • Tobacco Town

    Douglas A Luke, Ross A Hammond et al.•American Journal of Public Health•2017

  • SimSmoke Model Evaluation of the Effect of Tobacco Control Policies in Korea

    David T Levy, Sung-Il Cho et al.•American Journal of Public Health•2010

  • Exploring Scenarios to Dramatically Reduce Smoking Prevalence

    David T Levy, Patricia L Mabry et al.•American Journal of Public Health•2010

  • Higher Price, Fewer Packs

    Michael S Amato, Raymond G Boyle et al.•American Journal of Public Health•2015

  • Modeling US Adult Obesity Trends

    Saeideh Fallah-Fini, Saeideh Fallah‐Fini et al.•American Journal of Public Health•2014

  • The Value of the “System” in Public Health Services and Systems Research

    Craig W Thomas, Liza Corso et al.•American Journal of Public Health•2015

  • The Effects of Tobacco Control Policies on Smoking Rates

    David T Levy, Frank J Chaloupka et al.•Journal of Public Health…•2004

  • Healthy People 2010

    Open Access•Stella M Yu•Maternal and Child Health Journal•1998

  • Is acculturation a risk factor for early smoking initiation among Chinese American minors? A comparative perspective

    X Chen, Jennifer B Unger et al.•Tobacco Control•1999

  • Effect of clean indoor air laws on smokers

    David T Levy, Karen B Friend et al.•Tobacco Control•2001

  • Examining the effects of tobacco treatment policies on smoking rates and smoking related deaths using the SimSmoke computer simulation model

    David T Levy, Karen B Friend et al.•Tobacco Control•2002

  • Effect of policies directed at youth access to smoking

    David T Levy, Karen B Friend et al.•Tobacco Control•2001

  • Development of the health and economic consequences of smoking interactive model

    Michelle Orme, Michelle E Orme et al.•Tobacco Control•2001

  • Federal policy mandating safer cigarettes

    Open Access•Tammy O Tengs, Sajjad Ahmad et al.•Journal of Policy Analysis and…•2004

  • Reducing cigarette consumption in California

    T W Hu, Hai‐yen Sung et al.•American Journal of Public Health•1995

  • Effects of Nativity, Age at Migration, and Acculturation on Smoking Among Adult Houston Residents of Mexican Descent

    Ruth Woodfield, Anna V Wilkinson et al.•American Journal of Public Health•2005

  • Adult Cigarette Smoking Prevalence

    David Méndez, Kenneth E Warner•American Journal of Public Health•2004

  • Public Health Impact of Changes in Smoking Behavior

    Tammy O Tengs, Nathaniel D Osgood et al.•Medical Care•2001

Citations per year1.67
Citation span2008 - 2026 (19)
Highly citedNo

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