Modeling of drinking and driving behaviors among adolescents and young adults in the United States: Complexities and Intervention outcomes

Alcohol-impaired driving is a formidable public health problem in the United States, claiming the lives of 37 individuals daily in alcohol-related crashes. Alcohol-impaired driving is affected by a multitude of interconnected factors, coupled with long delays between stakeholders’ actions and their...

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Published inSocial science & medicine (1982) Vol. 354; p. 117087
Main Authors Hosseinichimeh, Niyousha, MacDonald, Rod, Li, Kaigang, Fell, James C., Haynie, Denise L., Simons-Morton, Bruce, Banz, Barbara C., Camenga, Deepa R., Iannotti, Ronald J., Curry, Leslie A., Dziura, James, Andersen, David F., Vaca, Federico E.
Format Journal Article
LanguageEnglish
Published England Elsevier Ltd 01.08.2024
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Online AccessGet full text
ISSN0277-9536
1873-5347
1873-5347
DOI10.1016/j.socscimed.2024.117087

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Abstract Alcohol-impaired driving is a formidable public health problem in the United States, claiming the lives of 37 individuals daily in alcohol-related crashes. Alcohol-impaired driving is affected by a multitude of interconnected factors, coupled with long delays between stakeholders’ actions and their impacts, which not only complicate policy-making but also increase the likelihood of unintended consequences. We developed a system dynamics simulation model of drinking and driving behaviors among adolescents and young adults. This was achieved through group model building sessions with a team of multidisciplinary subject matter experts, and a focused literature review. The model was calibrated with data series from multiple sources and replicated the historical trends for male and female individuals aged 15 to 24 from 1982 to 2020. We simulated the model under different scenarios to examine the impact of a wide range of interventions on alcohol-related crash fatalities. We found that interventions vary in terms of their effectiveness in reducing alcohol-related crash fatalities. In addition, although some interventions reduce alcohol-related crash fatalities, some may increase the number of drinkers who drive after drinking. Based on insights from simulation experiments, we combined three interventions and found that the combined strategy may reduce alcohol-related crash fatalities significantly without increasing the number of alcohol-impaired drivers on US roads. Nevertheless, related fatalities plateau over time despite the combined interventions, underscoring the need for new interventions for a sustained decline in alcohol-related crash deaths beyond a few decades. Finally, through model calibration we estimated time delays between actions and their consequences in the system which provide insights for policymakers and activists when designing strategies to reduce alcohol-related crash fatalities. •Driving while impaired (DWI) among adolescents and young adults is a complex problem.•DWI is affected by multiple factors that interact over time.•Some modeled interventions reduce related fatalities but increase impaired drivers.•A combined strategy reduces related fatalities without increasing impaired drivers.
AbstractList Alcohol-impaired driving is a formidable public health problem in the United States, claiming the lives of 37 individuals daily in alcohol-related crashes. Alcohol-impaired driving is affected by a multitude of interconnected factors, coupled with long delays between stakeholders' actions and their impacts, which not only complicate policy-making but also increase the likelihood of unintended consequences. We developed a system dynamics simulation model of drinking and driving behaviors among adolescents and young adults. This was achieved through group model building sessions with a team of multidisciplinary subject matter experts, and a focused literature review. The model was calibrated with data series from multiple sources and replicated the historical trends for male and female individuals aged 15 to 24 from 1982 to 2020. We simulated the model under different scenarios to examine the impact of a wide range of interventions on alcohol-related crash fatalities. We found that interventions vary in terms of their effectiveness in reducing alcohol-related crash fatalities. In addition, although some interventions reduce alcohol-related crash fatalities, some may increase the number of drinkers who drive after drinking. Based on insights from simulation experiments, we combined three interventions and found that the combined strategy may reduce alcohol-related crash fatalities significantly without increasing the number of alcohol-impaired drivers on US roads. Nevertheless, related fatalities plateau over time despite the combined interventions, underscoring the need for new interventions for a sustained decline in alcohol-related crash deaths beyond a few decades. Finally, through model calibration we estimated time delays between actions and their consequences in the system which provide insights for policymakers and activists when designing strategies to reduce alcohol-related crash fatalities.Alcohol-impaired driving is a formidable public health problem in the United States, claiming the lives of 37 individuals daily in alcohol-related crashes. Alcohol-impaired driving is affected by a multitude of interconnected factors, coupled with long delays between stakeholders' actions and their impacts, which not only complicate policy-making but also increase the likelihood of unintended consequences. We developed a system dynamics simulation model of drinking and driving behaviors among adolescents and young adults. This was achieved through group model building sessions with a team of multidisciplinary subject matter experts, and a focused literature review. The model was calibrated with data series from multiple sources and replicated the historical trends for male and female individuals aged 15 to 24 from 1982 to 2020. We simulated the model under different scenarios to examine the impact of a wide range of interventions on alcohol-related crash fatalities. We found that interventions vary in terms of their effectiveness in reducing alcohol-related crash fatalities. In addition, although some interventions reduce alcohol-related crash fatalities, some may increase the number of drinkers who drive after drinking. Based on insights from simulation experiments, we combined three interventions and found that the combined strategy may reduce alcohol-related crash fatalities significantly without increasing the number of alcohol-impaired drivers on US roads. Nevertheless, related fatalities plateau over time despite the combined interventions, underscoring the need for new interventions for a sustained decline in alcohol-related crash deaths beyond a few decades. Finally, through model calibration we estimated time delays between actions and their consequences in the system which provide insights for policymakers and activists when designing strategies to reduce alcohol-related crash fatalities.
Alcohol-impaired driving is a formidable public health problem in the United States, claiming the lives of 37 individuals daily in alcohol-related crashes. Alcohol-impaired driving is affected by a multitude of interconnected factors, coupled with long delays between stakeholders’ actions and their impacts, which not only complicate policy-making but also increase the likelihood of unintended consequences. We developed a system dynamics simulation model of drinking and driving behaviors among adolescents and young adults. This was achieved through group model building sessions with a team of multidisciplinary subject matter experts, and a focused literature review. The model was calibrated with data series from multiple sources and replicated the historical trends for male and female individuals aged 15 to 24 from 1982 to 2020. We simulated the model under different scenarios to examine the impact of a wide range of interventions on alcohol-related crash fatalities. We found that interventions vary in terms of their effectiveness in reducing alcohol-related crash fatalities. In addition, although some interventions reduce alcohol-related crash fatalities, some may increase the number of drinkers who drive after drinking. Based on insights from simulation experiments, we combined three interventions and found that the combined strategy may reduce alcohol-related crash fatalities significantly without increasing the number of alcohol-impaired drivers on US roads. Nevertheless, related fatalities plateau over time despite the combined interventions, underscoring the need for new interventions for a sustained decline in alcohol-related crash deaths beyond a few decades. Finally, through model calibration we estimated time delays between actions and their consequences in the system which provide insights for policymakers and activists when designing strategies to reduce alcohol-related crash fatalities. •Driving while impaired (DWI) among adolescents and young adults is a complex problem.•DWI is affected by multiple factors that interact over time.•Some modeled interventions reduce related fatalities but increase impaired drivers.•A combined strategy reduces related fatalities without increasing impaired drivers.
Alcohol-impaired driving is a formidable public health problem in the United States, claiming the lives of 37 individuals daily in alcohol-related crashes. Alcohol-impaired driving is affected by a multitude of interconnected factors, coupled with long delays between stakeholders' actions and their impacts, which not only complicate policy-making but also increase the likelihood of unintended consequences. We developed a system dynamics simulation model of drinking and driving behaviors among adolescents and young adults. This was achieved through group model building sessions with a team of multidisciplinary subject matter experts, and a focused literature review. The model was calibrated with data series from multiple sources and replicated the historical trends for male and female individuals aged 15 to 24 from 1982 to 2020. We simulated the model under different scenarios to examine the impact of a wide range of interventions on alcohol-related crash fatalities. We found that interventions vary in terms of their effectiveness in reducing alcohol-related crash fatalities. In addition, although some interventions reduce alcohol-related crash fatalities, some may increase the number of drinkers who drive after drinking. Based on insights from simulation experiments, we combined three interventions and found that the combined strategy may reduce alcohol-related crash fatalities significantly without increasing the number of alcohol-impaired drivers on US roads. Nevertheless, related fatalities plateau over time despite the combined interventions, underscoring the need for new interventions for a sustained decline in alcohol-related crash deaths beyond a few decades. Finally, through model calibration we estimated time delays between actions and their consequences in the system which provide insights for policymakers and activists when designing strategies to reduce alcohol-related crash fatalities.
ArticleNumber 117087
Author Haynie, Denise L.
Vaca, Federico E.
Li, Kaigang
Hosseinichimeh, Niyousha
MacDonald, Rod
Banz, Barbara C.
Fell, James C.
Dziura, James
Iannotti, Ronald J.
Andersen, David F.
Simons-Morton, Bruce
Camenga, Deepa R.
Curry, Leslie A.
AuthorAffiliation b School of Integrated Sciences, James Madison University
g Yale Developmental Neurocognitive Driving Simulation Research Center (DrivSim Lab), Yale School of Medicine
d NORC at the University of Chicago
c Department of Health & Exercise Science, Colorado State University
h The CDM Group, Inc
e Division of Population Health Research, Eunice Kennedy Shriver National Institute of Child Health & Human Development
k Department of Emergency Medicine, University of California Irvine School of Medicine
a Department of Industrial and Systems Engineering, Virginia Tech
j Rockefeller College of Public Affairs and Policy, University at Albany—SUNY
f Department of Emergency Medicine, Yale School of Medicine
i Department of Health Policy and Management, Yale School of Public Health
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Keywords Binge drinking
Driving while impaired (DWI)
Enforcement
Peer influences
System dynamics (SD)
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Snippet Alcohol-impaired driving is a formidable public health problem in the United States, claiming the lives of 37 individuals daily in alcohol-related crashes....
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SubjectTerms Accidents, Traffic - prevention & control
Accidents, Traffic - statistics & numerical data
Adolescent
Alcohol Drinking - epidemiology
Alcohol Drinking - psychology
Automobile Driving - psychology
Automobile Driving - statistics & numerical data
Binge drinking
Driving Under the Influence - prevention & control
Driving Under the Influence - statistics & numerical data
Driving while impaired (DWI)
Enforcement
Female
Group model building (GMB)
Humans
Male
Models, Theoretical
Peer influences
System dynamics (SD)
United States - epidemiology
Young Adult
Title Modeling of drinking and driving behaviors among adolescents and young adults in the United States: Complexities and Intervention outcomes
URI https://dx.doi.org/10.1016/j.socscimed.2024.117087
https://www.ncbi.nlm.nih.gov/pubmed/39043064
https://www.proquest.com/docview/3084030498
https://pubmed.ncbi.nlm.nih.gov/PMC11334945
Volume 354
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