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. 2021 May 14;18(10):5221.
doi: 10.3390/ijerph18105221.

Transmission Dynamics, Heterogeneity and Controllability of SARS-CoV-2: A Rural-Urban Comparison

Affiliations

Transmission Dynamics, Heterogeneity and Controllability of SARS-CoV-2: A Rural-Urban Comparison

Yuying Li et al. Int J Environ Res Public Health. .

Abstract

Few studies have examined the transmission dynamics of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in rural areas and clarified rural-urban differences. Moreover, the effectiveness of non-pharmaceutical interventions (NPIs) relative to vaccination in rural areas is uncertain. We addressed this knowledge gap through using an improved statistical stochastic method based on the Galton-Watson branching process, considering both symptomatic and asymptomatic cases. Data included 1136 SARS-2-CoV infections of the rural outbreak in Hebei, China, and 135 infections of the urban outbreak in Tianjin, China. We reconstructed SARS-CoV-2 transmission chains and analyzed the effectiveness of vaccination and NPIs by simulation studies. The transmission of SARS-CoV-2 showed strong heterogeneity in urban and rural areas, with the dispersion parameters k = 0.14 and 0.35, respectively (k < 1 indicating strong heterogeneity). Although age group and contact-type distributions significantly differed between urban and rural areas, the average reproductive number (R) and k did not. Further, simulation results based on pre-control parameters (R = 0.81, k = 0.27) showed that in the vaccination scenario (80% efficacy and 55% coverage), the cumulative secondary infections will be reduced by more than half; however, NPIs are more effective than vaccinating 65% of the population. These findings could inform government policies regarding vaccination and NPIs in rural and urban areas.

Keywords: SARS-CoV-2; heterogeneity; non-pharmaceutical interventions; urban–rural; vaccination.

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Conflict of interest statement

The authors declare no conflict of interest.

Figures

Figure 1
Figure 1
SARS-CoV-2 transmission chains. Each node in the network represents a patient infected with SARS-CoV-2, and each link represents an infector–infectee relationship. The color of the node denotes the reporting contact type of the infected individuals. The size of the node corresponds to the number of secondary cases.
Figure 2
Figure 2
Comparison of NPIs and vaccination in SARS-CoV-2 transmission.

References

    1. Lloyd-Smith J.O., Schreiber S.J., Kopp P.E., Getz W.M. Superspreading and the effect of individual variation on disease emergence. Nature. 2005;438:355–359. doi: 10.1038/nature04153. - DOI - PMC - PubMed
    1. Park B.J., Peck A.J., Kuehnert M.J., Newbern C., Smelser C., Comer J.A., Jernigan D., McDonald L.C. Lack of SARS Transmission among Healthcare Workers, United States. Emerg. Infect. Dis. 2004;10:244–248. doi: 10.3201/eid1002.030793. - DOI - PMC - PubMed
    1. Ha L.D., Bloom S.A., Hien N.Q., Maloney S.A., Mai L.Q., Leitmeyer K.C., Anh B.H., Reynolds M.G., Montgomery J.M., Comer J.A., et al. Lack of SARS Transmission among Public Hospital Workers, Vietnam. Emerg. Infect. Dis. 2004;10:265–268. doi: 10.3201/eid1002.030707. - DOI - PMC - PubMed
    1. Lipsitch M., Cohen T., Cooper B., Robins J.M., Ma S., James L., Gopalakrishna G., Chew S.K., Tan C.C., Samore M.H., et al. Transmission dynamics and control of severe acute respiratory syndrome. Science. 2003;300:1966–1970. doi: 10.1126/science.1086616. - DOI - PMC - PubMed
    1. Riley S., Fraser C., Donnelly C.A., Ghani A.C., Abu-Raddad L.J., Hedley A.J., Leung G.M., Ho L.M., Lam T.H., Thach T.Q., et al. Transmission dynamics of the etiological agent of SARS in Hong Kong: Impact of public health interventions. Science. 2003;300:1961–1966. doi: 10.1126/science.1086478. - DOI - PubMed

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