Exploring the Pattern of Early COVID-19 Transmission Caused by Population Migration Based on 14 Cities in Hubei Province, China

References

• Hui DS, Azhar EI, Madani TA, et al. The continuing 2019-nCoV epidemic threat of novel coronaviruses to global health - The latest 2019 novel coronavirus outbreak in Wuhan, China. Int J Infect Dis. 2020;91:264–266. doi:10.1016/j.ijid.2020.01.009
   PubMed Web of Science ®Google Scholar
• Biscayart C, Angeleri P, Lloveras S, Chaves TDSS, Schlagenhauf P, Rodríguez-Morales AJ. The next big threat to global health? 2019 novel coronavirus (2019-nCoV): what advice can we give to travellers? - Interim recommendations January 2020, from the Latin-American society for Travel Medicine (SLAMVI). Travel Med Infect Dis. 2020;33:101567. doi:10.1016/j.tmaid.2020.101567
   Web of Science ®Google Scholar
• Wiersinga WJ, Rhodes A, Cheng AC, Peacock SJ, Prescott HC. Pathophysiology, transmission, diagnosis, and treatment of coronavirus disease 2019 (COVID-19): a review. JAMA. 2020;324(8):782–793. doi:10.1001/jama.2020.12839
   PubMed Web of Science ®Google Scholar
• Fan C, Cai T, Gai Z, Wu Y. The relationship between the migrant population’s migration network and the risk of COVID-19 transmission in China-empirical analysis and prediction in prefecture-level cities. Int J Environ Res Public Health. 2020;17(8):2630. doi:10.3390/ijerph17082630
   Web of Science ®Google Scholar
• Zhong P, Guo S, Chen T. Correlation between travellers departing from Wuhan before the Spring Festival and subsequent spread of COVID-19 to all provinces in China. J Travel Med. 2020;27(3):taaa036. doi:10.1093/jtm/taaa036
   Web of Science ®Google Scholar
• Riou J, Althaus CL. Pattern of early human-to-human transmission of Wuhan 2019 novel coronavirus (2019-nCoV), December 2019 to January 2020. Euro Surveill. 2020;25(4):2000058. doi:10.2807/1560-7917.ES.2020.25.4.2000058
   PubMedGoogle Scholar
• Zhao S, Zhuang Z, Ran J, et al. The association between domestic train transportation and novel coronavirus (2019-nCoV) outbreak in China from 2019 to 2020: a data-driven correlational report. Travel Med Infect Dis. 2020;33:101568. doi:10.1016/j.tmaid.2020.101568
   PubMed Web of Science ®Google Scholar
• Chen J, Feng ZH, Ye L, et al. Travel rush during Chinese Spring Festival and the 2019-nCoV. Travel Med Infect Dis. 2020;37:101686. doi:10.1016/j.tmaid.2020.101686
   Web of Science ®Google Scholar
• Liu K, Ai S, Song S, et al. Population movement, city closure in Wuhan, and geographical expansion of the COVID-19 infection in China in January 2020. Clin Infect Dis. 2020;71(16):2045–2051. doi:10.1093/cid/ciaa422
   Web of Science ®Google Scholar
• Jia JS, Lu X, Yuan Y, Xu G, Jia J, Christakis NA. Population flow drives spatio-temporal distribution of COVID-19 in China. Nature. 2020;582(7812):389–394. doi:10.1038/s41586-020-2284-y
   PubMed Web of Science ®Google Scholar
• Li Q, Guan X, Wu P, et al. Early transmission dynamics in Wuhan, China, of novel coronavirus-infected pneumonia. N Engl J Med. 2020;382(13):1199–1207. doi:10.1056/NEJMoa2001316
   PubMed Web of Science ®Google Scholar
• Simonov M, Ugwuowo U, Moreira E, et al. A simple real-time model for predicting acute kidney injury in hospitalized patients in the US: a descriptive modeling study. PLoS Med. 2019;16(7):e1002861. doi:10.1371/journal.pmed.1002861
   Web of Science ®Google Scholar
• Hsieh YH. Temporal patterns and geographic heterogeneity of Zika virus (ZIKV) outbreaks in French Polynesia and Central America. PeerJ. 2017;5:e3015. doi:10.7717/peerj.3015
   Web of Science ®Google Scholar
• Sebrango-Rodríguez CR, Martínez-Bello DA, Sánchez-Valdés L, et al. Real-time parameter estimation of Zika outbreaks using model averaging. Epidemiol Infect. 2017;145(11):2313–2323. doi:10.1017/S0950268817001078
   Web of Science ®Google Scholar
• Zhou G, Yan G. Severe acute respiratory syndrome epidemic in Asia. Emerg Infect Dis. 2003;9(12):1608–1610. doi:10.3201/eid0912.030382
   Web of Science ®Google Scholar
• Bates DM, Watts DG. Nonlinear regression analysis and its applications. Wiley; 2007.
   Google Scholar
• Greenwell BM, Schubert Kabban CM. investr: an R package for inverse estimation. R J. 2004;6(1):90–100. doi:10.32614/RJ-2014-009
   Google Scholar
• Holshue ML, DeBolt C, Lindquist S, et al.; Washington State 2019-nCoV Case Investigation Team. First case of 2019 novel coronavirus in the United States. N Engl J Med. 2020;382(10):929–936. doi:10.1056/NEJMoa2001191
   PubMed Web of Science ®Google Scholar
• Alirol E, Getaz L, Stoll B, Chappuis F, Loutan L. Urbanisation and infectious diseases in a globalised world. Lancet Infect Dis. 2011;11(2):131–141. doi:10.1016/S1473-3099(10)70223-1
   PubMed Web of Science ®Google Scholar
• Wu JT, Leung K, Leung GM. Nowcasting and forecasting the potential domestic and international spread of the 2019-nCoV outbreak originating in Wuhan, China: a modelling study. Lancet. 2020;395(10225):689–697. doi:10.1016/S0140-6736(20)30260-9
   PubMed Web of Science ®Google Scholar
• Khajji B, Kada D, Balatif O, Rachik M. A multi-region discrete time mathematical modeling of the dynamics of Covid-19 virus propagation using optimal control. J Appl Math Comput. 2020;8:1–27. doi:10.1007/s12190-020-01354-3
   Web of Science ®Google Scholar
• Mamode Khan N, Soobhug AD, Heenaye-Mamode Khan M. Studying the trend of the novel coronavirus series in Mauritius and its implications. PLoS One. 2020;15(7):e0235730. doi:10.1371/journal.pone.0235730
   Web of Science ®Google Scholar
• Tang B, Wang X, Li Q, et al. Estimation of the transmission risk of the 2019-nCoV and its implication for public health interventions. J Clin Med. 2020;9(2):462. doi:10.3390/jcm9020462
   PubMed Web of Science ®Google Scholar
• Zhong NS, Zheng BJ, Li YM, et al. Epidemiology and cause of severe acute respiratory syndrome (SARS) in Guangdong, People’s Republic of China, in February, 2003. Lancet. 2003;362(9393):1353–1358. doi:10.1016/s0140-6736(03)14630-2
   PubMed Web of Science ®Google Scholar