SCC-IRG Track 1: Empowering and Enhancing Workers Through Building A Community-Centered Gig Economy
SCC-IRG Track 1: Empowering and Enhancing Workers Through Building A Community-Centered Gig Economy
批准号:
1952085
负责人:
Haiyi Zhu
金额:
$199.78万
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:
已结题
起止时间:
2020-10-01 至 2024-09-30
中文摘要
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英文摘要
The gig economy is characterized by short-term contract work performed by independent workers who are paid in return for the "gigs" they perform. Example gig platforms include Uber, Lyft, Postmates, Instacart, UpWork, and TaskRabbit. Gig economy platforms bring about more job opportunities, lower barriers to entry, and improve worker flexibility. However, growing evidence suggests that worker wellbeing and systematic biases on the gig economy platforms have become significant societal problems. For example most gig workers lack financial stability, have low earning efficiency and lack autonomy, and many have health issues due to long work hours and limited flexibility. Additionally, gig economy platforms perpetuate biases against already vulnerable populations in society. To address these problems, this project aims to build a community-centered, meta-platform to provide decision support and data sharing for gig workers and policymakers, in order to develop a more vibrant, healthy, and equitable gig economy.The project involves three major research activities. (1) Working with gig workers and local policymakers to understand their concerns, challenges, and considerations related to gig worker wellbeing, as well as the current practices, problems, and biases of existing gig economy platforms. (2) Developing a data-driven and human-centered decision-assistance environment to help gig workers make "smart" decisions in navigating and selecting gigs,and provide a macrolevel perspective for policymakers working to balance their diverse set of objectives and constraints. (3) Deploying and evaluating whether and how the above environment addresses the fundamental problems of worker wellbeing and systematic biases in the gig economy.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.
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Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses
战略工具变量回归:从战略响应中恢复因果关系
DOI:
--
发表时间:
2022
期刊:
Proceedings of the 39th International Conference on Machine Learning
影响因子:
--
作者:
[Harris, Keegan, Ngo, Dung Daniel, Stapleton, Logan, Heidari, Hoda, Wu, Steven]
通讯作者:
Wu, Steven
DOI:
10.1145/3447548.3467238
发表时间:
2021-08
期刊:
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining
影响因子:
--
作者:
[Hu Ren;Sijie Ruan;Yanhua Li;Jie Bao;Chuishi Meng;Ruiyuan Li;Yu Zheng]
通讯作者:
Hu Ren;Sijie Ruan;Yanhua Li;Jie Bao;Chuishi Meng;Ruiyuan Li;Yu Zheng
DOI:
10.1145/3557915.3560946
发表时间:
2022-09
期刊:
Proceedings of the 30th International Conference on Advances in Geographic Information Systems
影响因子:
--
作者:
[Yichen Ding;Ziming Zhang;Yanhua Li;Xun Zhou]
通讯作者:
Yichen Ding;Ziming Zhang;Yanhua Li;Xun Zhou
DOI:
10.1177/20539517211020332
发表时间:
2021-07-01
期刊:
BIG DATA & SOCIETY
影响因子:
8.5
作者:
[Jarrahi, Mohammad Hossein, Newlands, Gemma, Sutherland, Will]
通讯作者:
Sutherland, Will
DOI:
10.1145/3468268
发表时间:
2021-12-01
期刊:
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
影响因子:
5
作者:
[Wu, Qiong, Hare, Adam, Li, Yanhua]
通讯作者:
Li, Yanhua
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CHS:Small: Incorporating and Balancing Stakeholder Values in Algorithm Design
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国内基金
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