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 in | Social science & medicine (1982) Vol. 354; p. 117087 |
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Main Authors | , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
England
Elsevier Ltd
01.08.2024
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Subjects | |
Online Access | Get full text |
ISSN | 0277-9536 1873-5347 1873-5347 |
DOI | 10.1016/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. |
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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 |
AuthorAffiliation_xml | – name: h The CDM Group, Inc – name: g Yale Developmental Neurocognitive Driving Simulation Research Center (DrivSim Lab), Yale School of Medicine – name: f Department of Emergency Medicine, Yale School of Medicine – name: d NORC at the University of Chicago – name: e Division of Population Health Research, Eunice Kennedy Shriver National Institute of Child Health & Human Development – name: c Department of Health & Exercise Science, Colorado State University – name: i Department of Health Policy and Management, Yale School of Public Health – name: j Rockefeller College of Public Affairs and Policy, University at Albany—SUNY – name: b School of Integrated Sciences, James Madison University – name: a Department of Industrial and Systems Engineering, Virginia Tech – name: k Department of Emergency Medicine, University of California Irvine School of Medicine |
Author_xml | – sequence: 1 givenname: Niyousha orcidid: 0000-0003-3809-3778 surname: Hosseinichimeh fullname: Hosseinichimeh, Niyousha email: niyousha@vt.edu organization: Department of Industrial and Systems Engineering, Virginia Tech, USA – sequence: 2 givenname: Rod orcidid: 0000-0002-2450-8082 surname: MacDonald fullname: MacDonald, Rod email: macdonrh@jmu.edu organization: School of Integrated Sciences, James Madison University, USA – sequence: 3 givenname: Kaigang surname: Li fullname: Li, Kaigang email: kaigang.li@colostate.edu organization: Department of Health & Exercise Science, Colorado State University, USA – sequence: 4 givenname: James C. surname: Fell fullname: Fell, James C. email: fell-jim@norc.org organization: NORC at the University of Chicago, USA – sequence: 5 givenname: Denise L. surname: Haynie fullname: Haynie, Denise L. email: haynied@exchange.nih.gov organization: Division of Population Health Research, Eunice Kennedy Shriver National Institute of Child Health & Human Development, USA – sequence: 6 givenname: Bruce surname: Simons-Morton fullname: Simons-Morton, Bruce email: morotonb@exchange.nih.gov organization: Division of Population Health Research, Eunice Kennedy Shriver National Institute of Child Health & Human Development, USA – sequence: 7 givenname: Barbara C. orcidid: 0000-0003-4372-7296 surname: Banz fullname: Banz, Barbara C. email: barbara.banz@yale.edu organization: Department of Emergency Medicine, Yale School of Medicine, USA – sequence: 8 givenname: Deepa R. surname: Camenga fullname: Camenga, Deepa R. email: deepa.camenga@yale.edu organization: Department of Emergency Medicine, Yale School of Medicine, USA – sequence: 9 givenname: Ronald J. surname: Iannotti fullname: Iannotti, Ronald J. email: ronald.iannotti@cdmgroup.com organization: The CDM Group, Inc., USA – sequence: 10 givenname: Leslie A. surname: Curry fullname: Curry, Leslie A. email: leslie.curry@yale.edu organization: Global Health Leadership Initiative, Department of Health Policy and Management, Yale School of Public Health, USA – sequence: 11 givenname: James orcidid: 0000-0001-8953-6183 surname: Dziura fullname: Dziura, James email: james.dziura@yale.edu organization: Department of Emergency Medicine, Yale School of Medicine, USA – sequence: 12 givenname: David F. surname: Andersen fullname: Andersen, David F. email: david.andersen@albany.edu organization: Rockefeller College of Public Affairs and Policy, University at Albany—SUNY, USA – sequence: 13 givenname: Federico E. surname: Vaca fullname: Vaca, Federico E. email: fevaca@hs.uci.edu organization: Department of Emergency Medicine, University of California Irvine School of Medicine, USA |
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Keywords | Binge drinking Driving while impaired (DWI) Enforcement Peer influences System dynamics (SD) Group model building (GMB) |
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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 |
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