Data analytics during pandemics: a transportation and location planning perspective
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DOI: 10.1007/s10479-022-04884-0
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- Wang, Ding & Tayarani, Mohammad & Yueshuai He, Brian & Gao, Jingqin & Chow, Joseph Y.J. & Oliver Gao, H. & Ozbay, Kaan, 2021. "Mobility in post-pandemic economic reopening under social distancing guidelines: Congestion, emissions, and contact exposure in public transit," Transportation Research Part A: Policy and Practice, Elsevier, vol. 153(C), pages 151-170.
- Allcott, Hunt & Boxell, Levi & Conway, Jacob & Gentzkow, Matthew & Thaler, Michael & Yang, David, 2020.
"Polarization and public health: Partisan differences in social distancing during the coronavirus pandemic,"
Journal of Public Economics, Elsevier, vol. 191(C).
- Hunt Allcott & Levi Boxell & Jacob C. Conway & Matthew Gentzkow & Michael Thaler & David Y. Yang, 2020. "Polarization and Public Health: Partisan Differences in Social Distancing during the Coronavirus Pandemic," NBER Working Papers 26946, National Bureau of Economic Research, Inc.
- Edward L. Glaeser & Caitlin S. Gorback & Stephen J. Redding, 2020.
"How Much Does COVID-19 Increase with Mobility? Evidence from New York and Four Other U.S. Cities,"
Working Papers
2020-22, Princeton University. Economics Department..
- Edward L. Glaeser & Caitlin Gorback & Stephen J. Redding, 2020. "How Much does COVID-19 Increase with Mobility? Evidence from New York and Four Other U.S. Cities," NBER Working Papers 27519, National Bureau of Economic Research, Inc.
- Redding, Stephen & Glaeser, Edward & Gorback, Caitlin, 2020. "How Much Does COVID-19 Increase with Mobility? Evidence from New York and Four Other US Cities," CEPR Discussion Papers 15050, C.E.P.R. Discussion Papers.
- Alam, Shahriar Tanvir & Ahmed, Sayem & Ali, Syed Mithun & Sarker, Sudipa & Kabir, Golam & ul-Islam, Asif, 2021. "Challenges to COVID-19 vaccine supply chain: Implications for sustainable development goals," International Journal of Production Economics, Elsevier, vol. 239(C).
- Cavalcante da Silva, Gabriela & Monteiro de Almeida, Fernanda & Oliveira, Sabrina & Wanner, Elizabeth F. & Bezerra, Leonardo C.T. & Takahashi, Ricardo H.C. & Lima, Luciana, 2021. "Comparing community mobility reduction between first and second COVID-19 waves," Transport Policy, Elsevier, vol. 112(C), pages 114-124.
- Zhang, Yunchang & Fricker, Jon D., 2021. "Quantifying the impact of COVID-19 on non-motorized transportation: A Bayesian structural time series model," Transport Policy, Elsevier, vol. 103(C), pages 11-20.
- Cui, Qi & He, Ling & Liu, Yu & Zheng, Yanting & Wei, Wei & Yang, Bo & Zhou, Meifang, 2021. "The impacts of COVID-19 pandemic on China’s transport sectors based on the CGE model coupled with a decomposition analysis approach," Transport Policy, Elsevier, vol. 103(C), pages 103-115.
- Thombre, Anurag & Agarwal, Amit, 2021. "A paradigm shift in urban mobility: Policy insights from travel before and after COVID-19 to seize the opportunity," Transport Policy, Elsevier, vol. 110(C), pages 335-353.
- Nagurney, Anna, 2021. "Optimization of supply chain networks with inclusion of labor: Applications to COVID-19 pandemic disruptions," International Journal of Production Economics, Elsevier, vol. 235(C).
- Truong, Dothang, 2021. "Estimating the impact of COVID-19 on air travel in the medium and long term using neural network and Monte Carlo simulation," Journal of Air Transport Management, Elsevier, vol. 96(C).
- Loa, Patrick & Hossain, Sanjana & Mashrur, Sk. Md. & Liu, Yicong & Wang, Kaili & Ong, Felita & Habib, Khandker Nurul, 2021. "Exploring the impacts of the COVID-19 pandemic on modality profiles for non-mandatory trips in the Greater Toronto Area," Transport Policy, Elsevier, vol. 110(C), pages 71-85.
- Khadem Sameni, Melody & Barzegar Tilenoie, Amine & Dini, Niloofar, 2021. "Will modal shift occur from subway to other modes of transportation in the post-corona world in developing countries?," Transport Policy, Elsevier, vol. 111(C), pages 82-89.
- Abdullah, Muhammad & Ali, Nazam & Hussain, Syed Arif & Aslam, Atif Bilal & Javid, Muhammad Ashraf, 2021. "Measuring changes in travel behavior pattern due to COVID-19 in a developing country: A case study of Pakistan," Transport Policy, Elsevier, vol. 108(C), pages 21-33.
- Zhou, Huiyu & Wang, Yacan & Huscroft, Joseph R. & Bai, Kailing, 2021. "Impacts of COVID-19 and anti-pandemic policies on urban transport—an empirical study in China," Transport Policy, Elsevier, vol. 110(C), pages 135-149.
- Mendolia, Silvia & Stavrunova, Olena & Yerokhin, Oleg, 2021.
"Determinants of the community mobility during the COVID-19 epidemic: The role of government regulations and information,"
Journal of Economic Behavior & Organization, Elsevier, vol. 184(C), pages 199-231.
- Mendolia, Silvia & Stavrunova, Olena & Yerokhin, Oleg, 2020. "Determinants of the Community Mobility during the COVID-19 Epidemic: The Role of Government Regulations and Information," IZA Discussion Papers 13778, Institute of Labor Economics (IZA).
- Enayati, Shakiba & Özaltın, Osman Y., 2020. "Optimal influenza vaccine distribution with equity," European Journal of Operational Research, Elsevier, vol. 283(2), pages 714-725.
- Bian, Zilin & Zuo, Fan & Gao, Jingqin & Chen, Yanyan & Pavuluri Venkata, Sai Sarath Chandra & Duran Bernardes, Suzana & Ozbay, Kaan & Ban, Xuegang (Jeff) & Wang, Jingxing, 2021. "Time lag effects of COVID-19 policies on transportation systems: A comparative study of New York City and Seattle," Transportation Research Part A: Policy and Practice, Elsevier, vol. 145(C), pages 269-283.
- Wang, Jueyu & McDonald, Noreen, 2021. "Health Care Visits During the COVID-19 Pandemic: A Spatial and Temporal Analysis of Mobile Device Data," SocArXiv ghptz, Center for Open Science.
- Ali Ala & Alireza Goli & Mahdi Yousefi Nejad Attari & Vijay Kumar, 2022. "Scheduling and Routing of Dispatching Medical Staff to Homes Healthcare from Different Medical Centers with considering Fairness Policy," Mathematical Problems in Engineering, Hindawi, vol. 2022, pages 1-8, March.
- Tang, Christopher S., 2006. "Perspectives in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 103(2), pages 451-488, October.
- Sun, Xiaoqian & Wandelt, Sebastian & Zhang, Anming, 2020. "How did COVID-19 impact air transportation? A first peek through the lens of complex networks," Journal of Air Transport Management, Elsevier, vol. 89(C).
- Elias, Wafa & Zatmeh-Kanj, Sunbola, 2021. "Extent to which COVID-19 will affect future use of the train in Israel," Transport Policy, Elsevier, vol. 110(C), pages 215-224.
- Kim, Suji & Lee, Sujin & Ko, Eunjeong & Jang, Kitae & Yeo, Jiho, 2021. "Changes in car and bus usage amid the COVID-19 pandemic: Relationship with land use and land price," Journal of Transport Geography, Elsevier, vol. 96(C).
- Nikolopoulos, Konstantinos & Punia, Sushil & Schäfers, Andreas & Tsinopoulos, Christos & Vasilakis, Chrysovalantis, 2021. "Forecasting and planning during a pandemic: COVID-19 growth rates, supply chain disruptions, and governmental decisions," European Journal of Operational Research, Elsevier, vol. 290(1), pages 99-115.
- El Baz, Jamal & Ruel, Salomée, 2021. "Can supply chain risk management practices mitigate the disruption impacts on supply chains’ resilience and robustness? Evidence from an empirical survey in a COVID-19 outbreak era," International Journal of Production Economics, Elsevier, vol. 233(C).
- Sun, Xiaoqian & Wandelt, Sebastian & Zheng, Changhong & Zhang, Anming, 2021. "COVID-19 pandemic and air transportation: Successfully navigating the paper hurricane," Journal of Air Transport Management, Elsevier, vol. 94(C).
- Ding Wang & Brian Yueshuai He & Jingqin Gao & Joseph Y. J. Chow & Kaan Ozbay & Shri Iyer, 2020. "Impact of COVID-19 behavioral inertia on reopening strategies for New York City Transit," Papers 2006.13368, arXiv.org, revised Feb 2021.
- Das, Sanhita & Boruah, Alice & Banerjee, Arunabha & Raoniar, Rahul & Nama, Suresh & Maurya, Akhilesh Kumar, 2021. "Impact of COVID-19: A radical modal shift from public to private transport mode," Transport Policy, Elsevier, vol. 109(C), pages 1-11.
- Gaskin, Darrell J. & Zare, Hossein & Delarmente, Benjo A., 2021. "Geographic disparities in COVID-19 infections and deaths: The role of transportation," Transport Policy, Elsevier, vol. 102(C), pages 35-46.
- Du, Mu & Sai, Aditya & Kong, Nan, 2021. "A data-driven optimization approach for multi-period resource allocation in cholera outbreak control," European Journal of Operational Research, Elsevier, vol. 291(3), pages 1106-1116.
- Qian, Xinwu & Ukkusuri, Satish V., 2021. "Connecting urban transportation systems with the spread of infectious diseases: A Trans-SEIR modeling approach," Transportation Research Part B: Methodological, Elsevier, vol. 145(C), pages 185-211.
- Crowley, Frank & Daly, Hannah & Doran, Justin & Ryan, Geraldine & Caulfield, Brian, 2021. "The impact of labour market disruptions and transport choice on the environment during COVID-19," Transport Policy, Elsevier, vol. 106(C), pages 185-195.
- Yang, Senyan & Ning, Lianju & Jiang, Tingfeng & He, Yingqi, 2021. "Dynamic impacts of COVID-19 pandemic on the regional express logistics: Evidence from China," Transport Policy, Elsevier, vol. 111(C), pages 111-124.
- Sun, Xiaoqian & Wandelt, Sebastian & Zhang, Anming, 2021. "Delayed reaction towards emerging COVID-19 variants of concern: Does history repeat itself?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 152(C), pages 203-215.
- Aaditya, Bh. & Rahul, T.M., 2021. "Psychological impacts of COVID-19 pandemic on the mode choice behaviour: A hybrid choice modelling approach," Transport Policy, Elsevier, vol. 108(C), pages 47-58.
- Wang, Haoyun & Noland, Robert B., 2021. "Bikeshare and subway ridership changes during the COVID-19 pandemic in New York City," Transport Policy, Elsevier, vol. 106(C), pages 262-270.
- Ozbilen, Basar & Wang, Kailai & Akar, Gulsah, 2021. "Revisiting the impacts of virtual mobility on travel behavior: An exploration of daily travel time expenditures," Transportation Research Part A: Policy and Practice, Elsevier, vol. 145(C), pages 49-62.
- Xue, Dabin & Liu, Zhizhao & Wang, Bing & Yang, Jian, 2021. "Impacts of COVID-19 on aircraft usage and fuel consumption: A case study on four Chinese international airports," Journal of Air Transport Management, Elsevier, vol. 95(C).
- Li, Tao & Wang, Jiaoe & Huang, Jie & Yang, Wenyue & Chen, Zhuo, 2021. "Exploring the dynamic impacts of COVID-19 on intercity travel in China," Journal of Transport Geography, Elsevier, vol. 95(C).
- Ho Fai Chan & Ahmed Skali & Benno Torgler, 2020. "A Global Dataset of Human Mobility," CREMA Working Paper Series 2020-04, Center for Research in Economics, Management and the Arts (CREMA).
- Li, Siping & Zhou, Yaoming & Kundu, Tanmoy & Sheu, Jiuh-Biing, 2021. "Spatiotemporal variation of the worldwide air transportation network induced by COVID-19 pandemic in 2020," Transport Policy, Elsevier, vol. 111(C), pages 168-184.
- Qiong Jia & Yue Guo & Guanlin Wang & Stuart J. Barnes, 2020. "Big Data Analytics in the Fight against Major Public Health Incidents (Including COVID-19): A Conceptual Framework," IJERPH, MDPI, vol. 17(17), pages 1-21, August.
- Hu, Songhua & Xiong, Chenfeng & Liu, Zhanqin & Zhang, Lei, 2021. "Examining spatiotemporal changing patterns of bike-sharing usage during COVID-19 pandemic," Journal of Transport Geography, Elsevier, vol. 91(C).
- Büyüktahtakın, İ. Esra & des-Bordes, Emmanuel & Kıbış, Eyyüb Y., 2018. "A new epidemics–logistics model: Insights into controlling the Ebola virus disease in West Africa," European Journal of Operational Research, Elsevier, vol. 265(3), pages 1046-1063.
- An, Yunlong & Lin, Xi & Li, Meng & He, Fang, 2021. "Dynamic governance decisions on multi-modal inter-city travel during a large-scale epidemic spreading," Transport Policy, Elsevier, vol. 104(C), pages 29-42.
- Kunovjanek, Maximilian & Wankmüller, Christian, 2021. "Containing the COVID-19 pandemic with drones - Feasibility of a drone enabled back-up transport system," Transport Policy, Elsevier, vol. 106(C), pages 141-152.
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Keywords
Transportation; Location; Data-driven analytics; Pandemic; COVID-19;All these keywords.
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