CAREER: Household Network Modeling and Empathic Learning for Integrating Social Equality into Infrastructure Resilience Assessment

职业:家庭网络建模和移情学习,将社会平等纳入基础设施复原力评估

基本信息

项目摘要

This Faculty Early Career Development Program (CAREER) project seeks to understand the interaction between households and infrastructure networks in disasters with the goal to break new ground on integrating social inequality considerations into infrastructure resilience research and education. The research will examine household network dynamics influencing disparities in risks among vulnerable populations (e.g., older adults and low income families) due to infrastructure service disruptions. The education objective is to integrate empathy and human-centric considerations with technical concepts in training next-generation practitioners and researchers of resilient infrastructure. This scientific research contribution thus supports NSF's mission to promote the progress of science and to advance our national welfare. In this case, the anticipated outcomes will yield transformative ideas to enhance how infrastructure systems can best be produced and managed to promote socially just and resilient services for different subpopulations. This project involves an integrative research, education, and outreach plan. The research component of this project will: (1) empirically characterize the influence of household-level socio-demographic characteristics, expectations, norms, and other factors on service gaps and adjustment practices when infrastructure disruptions occur; (2) model and analyze household social networks at the neighborhood scale to determine the effects of social network structure and stability on the diffusion of information and adjustment practices through social media; and (3) analyze the interplay between infrastructure networks and household social networks to examine the spatial patterns of risk disparity among different sub-populations at the urban scale. The research approach involves methodological fusion among household surveys, fine-grained social media data analytics, and computational agent-based modeling to extract, characterize, simulate, and examine household networks. The research approach will be tested in the context of Hurricane Harvey in Houston with a focus on electricity, water, and road disruptions. The education component of this project will create and test an empathic learning model consisting of multiple human-centric course modules, interdisciplinary service-learning projects, and seminars to promote empathy and critical thinking skills in participating students. The outreach activities and service learning projects will focus on underserved neighborhoods in Houston and will involve deep community engagement with stakeholders and residents to broadly disseminate findings. These integrative research, education, and outreach elements will promote convergence research for integrating social equality with infrastructure resilience and better incorporate the needs of vulnerable populations in planning and prioritization of infrastructure services. The project will also lead to capacity building for underserved communities, as well as resilience-aware and empathic engineers of the future.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.
这个教师早期职业发展计划(CAREER)项目旨在了解家庭和基础设施网络在灾害中的相互作用,目标是将社会不平等因素纳入基础设施复原力研究和教育的新领域。这项研究将审查家庭网络动态对脆弱人口风险差异的影响(例如,老年人和低收入家庭),因为基础设施服务中断。教育目标是将同理心和以人为本的考虑与技术概念相结合,以培训下一代弹性基础设施的从业者和研究人员。这一科学研究的贡献,从而支持NSF的使命,以促进科学的进步和提高我们的国家福利。在这种情况下,预期的成果将产生变革性的想法,以加强如何最好地生产和管理基础设施系统,以促进为不同的亚群提供社会公正和有弹性的服务。该项目涉及一个综合性的研究,教育和推广计划。该项目的研究内容包括:(1)在基础设施中断时,从经验上描述家庭一级的社会人口特征、期望、规范和其他因素对服务差距和调整做法的影响;(二)在邻里尺度上模拟和分析家庭社交网络,以确定社会网络结构和稳定性对信息传播和调整实践的影响通过社交媒体;(3)分析基础设施网络与家庭社交网络之间的相互作用,考察城市尺度下不同亚人群风险差异的空间格局。研究方法涉及家庭调查,细粒度社交媒体数据分析和基于计算代理的建模之间的方法融合,以提取,表征,模拟和检查家庭网络。该研究方法将在休斯顿的哈维飓风背景下进行测试,重点是电力,水和道路中断。该项目的教育部分将创建和测试一个同理心学习模型,包括多个以人为本的课程模块,跨学科服务学习项目和研讨会,以促进参与学生的同理心和批判性思维技能。外展活动和服务学习项目将侧重于休斯顿服务不足的社区,并将涉及与利益相关者和居民的深入社区参与,以广泛传播调查结果。这些综合研究、教育和外联要素将促进融合研究,将社会平等与基础设施复原力相结合,并更好地将弱势群体的需求纳入基础设施服务的规划和优先次序安排。该项目还将为服务不足的社区带来能力建设,以及未来的有责任感和同情心的工程师。该奖项反映了NSF的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。

项目成果

期刊论文数量(31)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Characterizing reticulation in online social networks during disasters
  • DOI:
    10.1007/s41109-020-00271-5
  • 发表时间:
    2020-06
  • 期刊:
  • 影响因子:
    2.2
  • 作者:
    Chao Fan;Jiayi Shen;A. Mostafavi;Xia Hu
  • 通讯作者:
    Chao Fan;Jiayi Shen;A. Mostafavi;Xia Hu
Empathic Design in Engineering Education and Practice: An Approach for Achieving Inclusive and Effective Community Resilience
  • DOI:
    10.3390/su13074060
  • 发表时间:
    2021-04-01
  • 期刊:
  • 影响因子:
    3.9
  • 作者:
    Afroogh, Saleh;Esmalian, Amir;Mostafavi, Ali
  • 通讯作者:
    Mostafavi, Ali
Lifestyle pattern analysis unveils recovery trajectories of communities impacted by disasters
生活方式模式分析揭示了受灾害影响的社区的恢复轨迹
Towards Fairness-Aware Disaster Informatics: an Interdisciplinary Perspective
  • DOI:
    10.1109/access.2020.3035714
  • 发表时间:
    2020
  • 期刊:
  • 影响因子:
    3.9
  • 作者:
    Yang Yang-Yang;Cheng Zhang;Chao Fan;A. Mostafavi;Xia Hu
  • 通讯作者:
    Yang Yang-Yang;Cheng Zhang;Chao Fan;A. Mostafavi;Xia Hu
The Role of Local Influential Users in Spread of Situational Crisis Information
  • DOI:
    10.1093/jcmc/zmaa020
  • 发表时间:
    2021
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Chao Fan;Yucheng Jiang;A. Mostafavi
  • 通讯作者:
    Chao Fan;Yucheng Jiang;A. Mostafavi
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Ali Mostafavi其他文献

Weaving Equity into Infrastructure Resilience Research and Practice: A Decadal Review and Future Directions
将公平融入基础设施复原力研究和实践:十年回顾和未来方向
  • DOI:
  • 发表时间:
    2023
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Natalie Coleman;Xiangpeng Li;Tina Comes;Ali Mostafavi
  • 通讯作者:
    Ali Mostafavi
Dissecting resilience curve archetypes and properties in human systems facing weather hazards
  • DOI:
    10.1038/s41598-025-95909-8
  • 发表时间:
    2025-04-07
  • 期刊:
  • 影响因子:
    3.900
  • 作者:
    Chia-Wei Hsu;Ali Mostafavi
  • 通讯作者:
    Ali Mostafavi
Chemical composition of the essential oils of Rosa damascena from two different locations in Iran
  • DOI:
    10.1007/s10600-009-9236-y
  • 发表时间:
    2009-03-31
  • 期刊:
  • 影响因子:
    0.900
  • 作者:
    Ali Mostafavi;Daryoush Afzali
  • 通讯作者:
    Daryoush Afzali
Ultrasound‐assisted reverse micelle synthesis of Eu-MOF as a turn-off luminescent sensor for the ultrasensitive and selective detection of caffeine
Improving flood damage estimation by integrating property elevation data
通过整合房产高程数据来改进洪水损害估计

Ali Mostafavi的其他文献

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{{ truncateString('Ali Mostafavi', 18)}}的其他基金

I-Corps: Artificial Intelligence-Empowered Flood Risk Analytics
I-Corps:人工智能赋能的洪水风险分析
  • 批准号:
    2403646
  • 财政年份:
    2024
  • 资助金额:
    $ 50万
  • 项目类别:
    Standard Grant
RAPID: Urban Resilience to Health Emergencies: Revealing Latent Epidemic Spread Risks from Population Activity Fluctuations and Collective Sense-making
RAPID:城市对突发卫生事件的抵御能力:揭示人口活动波动和集体意识造成的潜在流行病传播风险
  • 批准号:
    2026814
  • 财政年份:
    2020
  • 资助金额:
    $ 50万
  • 项目类别:
    Standard Grant
CRISP 2.0 Type 2: Anatomy of Coupled Human-Infrastructure Systems Resilience to Urban Flooding: Integrated Assessment of Social, Institutional, and Physical Networks
CRISP 2.0 类型 2:耦合人类基础设施系统对城市洪水抵御能力的剖析:社会、机构和物理网络的综合评估
  • 批准号:
    1832662
  • 财政年份:
    2019
  • 资助金额:
    $ 50万
  • 项目类别:
    Standard Grant
RAPID: Houston in Hurricane Harvey (H3): Establishing Disaster System-of-Systems Requirements for Network-Centric and Data-Enriched Preparedness and Response
RAPID:飓风哈维 (H3) 中的休斯顿:建立以网络为中心和数据丰富的准备和响应的灾难系统要求
  • 批准号:
    1759537
  • 财政年份:
    2017
  • 资助金额:
    $ 50万
  • 项目类别:
    Standard Grant
RAPID: Assessment of Risks and Vulnerability in Coupled Human-Physical Networks of Houston's Flood Protection, Emergency Response, and Transportation Infrastructure in Harvey
RAPID:休斯顿防洪、应急响应和哈维交通基础设施耦合人体物理网络的风险和脆弱性评估
  • 批准号:
    1760258
  • 财政年份:
    2017
  • 资助金额:
    $ 50万
  • 项目类别:
    Standard Grant
RAPID: Assessment of Cascading Failures and Collective Recovery of Interdependent Critical Infrastructure in Catastrophic Disasters: A Study of 2015 Earthquake in Nepal
RAPID:灾难性灾害中相互依存的关键基础设施的级联故障和集体恢复评估:2015 年尼泊尔地震的研究
  • 批准号:
    1546738
  • 财政年份:
    2015
  • 资助金额:
    $ 50万
  • 项目类别:
    Standard Grant

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