LEAP-HI: Understanding and Engineering the Ecosystem of Firearms: Prevalence, Safety, and Firearm-Related Harms
LEAP-HI: Understanding and Engineering the Ecosystem of Firearms: Prevalence, Safety, and Firearm-Related Harms
批准号:
1953135
负责人:
Maurizio Porfiri
金额:
$200.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2020
资助国家:
美国
项目状态:
未结题
起止时间:
2020-09-01 至 2025-08-31
中文摘要
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英文摘要
Firearm-related harms are a pressing societal problem that imperils America’s health and prosperity. The US leads high-income countries in both firearm homicide and suicide rates, with almost forty thousand firearm-related deaths in 2017, surpassing motor vehicle-related deaths for the first time. Fundamental understanding of the causal relationships among potentially contributing factors, such as firearm prevalence, state legislation, media exposure, and perceptions of firearm safety is needed. In an engineering sense, these factors are linked in complex and dynamic ways. This Leading Engineering for America's Prosperity, Health, & Infrastructure (LEAP-HI) award supports fundamental research to extend engineering methods for the understanding of the firearm ecosystem, as informed by state-of-art research in public health and social science. Through advancements in complex systems theory, data science, and hypothesis-driven experiments, the project will provide insights for improving public safety in the US. The multi-disciplinary approach will help broaden participation of undergraduate and graduate students at four urban campuses, which thrive on racial and economic diversity, and expose underserved communities to engineering education.This research will first investigate the firearm ecosystem on three different scales. On the macroscale, research will illuminate cause-and-effect relationships between firearm prevalence and firearm-related harms. On the mesoscale, the project will explore the ideological, economic, and political landscape underlying state approaches to firearm safety. On the microscale, research will delve into individual opinions about firearm safety. Next, the three scales will be integrated into a data-driven probabilistic model of the firearm ecosystem to afford predictions of the system evolution, comparative studies with other countries, and what-if analyses to improve health and prosperity in the US. This research will advance the state of knowledge in information-theoretic causality analysis, multilayer complex networks, dimensionality reduction techniques, and human-computer interactions toward an unprecedented engineering understanding of the firearm ecosystem. The techniques developed in this project will constitute a powerful toolbox that can be utilized in other engineering domains pertaining to complex systems, where there is a need for statistically-based methods to elucidate causal mechanisms underlying system dynamics and create predictive data-driven models.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(11)
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DOI:
--
发表时间:
2022
期刊:
Patterns
影响因子:
6.5
作者:
[Barak-Ventura, Roni, Ruiz Marin, Manuel, Porfiri, Maurizio]
通讯作者:
Porfiri, Maurizio
Spatio-Temporal Patterns of Firearm Acquisition in the United States in Different Presidential Terms
不同总统任期内美国枪支采购的时空模式
DOI:
--
发表时间:
2022
期刊:
Chaos
影响因子:
2.9
作者:
[Wang, Xu, Sipahi, Rifat, Porfiri, Maurizio]
通讯作者:
Porfiri, Maurizio
Inferring directional interactions in collective dynamics: a critique to intrinsic mutual information
推断集体动态中的定向相互作用:对内在互信息的批判
DOI:
10.1088/2632-072x/acace0
发表时间:
2022
期刊:
Journal of Physics: Complexity
影响因子:
--
作者:
[De Lellis, Pietro, Ruiz Marín, Manuel, Porfiri, Maurizio]
通讯作者:
Porfiri, Maurizio
What factors drive state firearm law adoption? An application of exponential-family random graph models
哪些因素推动州枪支法的通过?
DOI:
10.1016/j.socscimed.2022.115103
发表时间:
2022
期刊:
Social Science & Medicine
影响因子:
5.4
作者:
[Clark, Duncan A., Macinko, James, Porfiri, Maurizio]
通讯作者:
Porfiri, Maurizio
The Diffusion of Punitive Firearm Preemption Laws Across U.S. States
惩罚性枪支先发制人法在美国各州的传播
DOI:
10.1016/j.amepre.2023.03.023
发表时间:
2023
期刊:
American Journal of Preventive Medicine
影响因子:
5.5
作者:
[Macinko, James, Silver, Diana, Clark, Duncan A., Pomeranz, Jennifer L.]
通讯作者:
Pomeranz, Jennifer L.
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