Published on in Vol 6, No 2 (2020): Apr-Jun

Preprints (earlier versions) of this paper are available at, first published .
Comparison of Transmissibility of Coronavirus Between Symptomatic and Asymptomatic Patients: Reanalysis of the Ningbo COVID-19 Data

Comparison of Transmissibility of Coronavirus Between Symptomatic and Asymptomatic Patients: Reanalysis of the Ningbo COVID-19 Data

Comparison of Transmissibility of Coronavirus Between Symptomatic and Asymptomatic Patients: Reanalysis of the Ningbo COVID-19 Data

Authors of this article:

Guosheng Yin1 Author Orcid Image ;   Huaqing Jin1 Author Orcid Image


  1. Mushayabasa S, Ngarakana-Gwasira E, Mushanyu J. On the role of governmental action and individual reaction on COVID-19 dynamics in South Africa: A mathematical modelling study. Informatics in Medicine Unlocked 2020;20:100387 View
  2. Yanes-Lane M, Winters N, Fregonese F, Bastos M, Perlman-Arrow S, Campbell J, Menzies D, Serra R. Proportion of asymptomatic infection among COVID-19 positive persons and their transmission potential: A systematic review and meta-analysis. PLOS ONE 2020;15(11):e0241536 View
  3. Heald A, Stedman M, Tian Z, Wu P, Fryer A. Modelling the impact of the mandatory use of face coverings on public transport and in retail outlets in the UK on COVID‐19‐related infections, hospital admissions and mortality. International Journal of Clinical Practice 2021;75(3) View
  4. Alterman M, Nassar M, Rushinek H, Cohen A, Shapira L, Casap N. The efficacy of a protective protocol for oral and maxillofacial surgery procedures in a COVID-19 pandemic area—results from 1471 patients. Clinical Oral Investigations 2021;25(8):5001 View
  5. Choi H, Chatterjee P, Coppin J, Martel J, Hwang M, Jinadatha C, Sharma V. Current understanding of the surface contamination and contact transmission of SARS-CoV-2 in healthcare settings. Environmental Chemistry Letters 2021;19(3):1935 View
  6. Suppan M, Catho G, Robalo Nunes T, Sauvan V, Perez M, Graf C, Pittet D, Harbarth S, Abbas M, Suppan L. A Serious Game Designed to Promote Safe Behaviors Among Health Care Workers During the COVID-19 Pandemic: Development of “Escape COVID-19”. JMIR Serious Games 2020;8(4):e24986 View
  7. Di Girolamo M, Muscogiuri E, Zucchelli A, Laghi A. An Incidental Diagnosis of SARS-CoV-2 Pneumonia With Magnetic Resonance Imaging. Cureus 2020 View
  9. Han Y, Xie Z, Guo Y, Wang B. Modeling of suppression and mitigation interventions in the COVID-19 epidemics. BMC Public Health 2021;21(1) View
  10. Ruhatiya R, Adukia S, Manjunath R, Jain G. Extrapulmonary Features of COVID-19: A Concise Review. Indian Journal of Critical Care Medicine 2020;24(7):575 View
  11. Fair J, LeClaire R, Dauelsberg L, Ewers M, Pasqualini D, Cleland T, Rosenberger W. Systems dynamics and the uncertainties of diagnostics, testing and contact tracing for COVID-19. Methods 2021;195:77 View
  12. Gudina E, Gobena D, Debela T, Yilma D, Girma T, Mekonnen Z, Woldie M, Abdena D, Shume G, Kenate B, Lemi M, Diriba D, Degfie T. COVID-19 in Oromia Region of Ethiopia: a review of the first 6 months’ surveillance data. BMJ Open 2021;11(3):e046764 View
  13. Benoni R, Campagna I, Panunzi S, Varalta M, Salandini G, De Mattia G, Turrina G, Moretti F, Lo Cascio G, Spiteri G, Porru S, Tardivo S, Poli A, Bovo C. Estimating COVID-19 recovery time in a cohort of Italian healthcare workers who underwent surveillance swab testing. Public Health 2021;196:52 View
  14. Hamadeh A, Feng Z, Niergarth J, Wong W. Estimation of COVID-19 Period Prevalence and the Undiagnosed Population in Canadian Provinces: Model-Based Analysis. JMIR Public Health and Surveillance 2021;7(9):e26409 View
  15. Liang Y. Assessing the role of voluntary nucleic acid testing with mandatory isolation in the control of COVID-19 using a household epidemic model. Journal of Physics: Conference Series 2021;1978(1):012049 View
  16. Gu X, Sha L, Zhang S, Shen D, Zhao W, Yi Y. Neutrophils and Lymphocytes Can Help Distinguish Asymptomatic COVID-19 From Moderate COVID-19. Frontiers in Cellular and Infection Microbiology 2021;11 View
  17. Dimou A, Maragakis M, Argyrakis P. A network SIRX model for the spreading of COVID-19. Physica A: Statistical Mechanics and its Applications 2022;590:126746 View
  18. Al Ewaidat H, Abdel Samee N, Allam J, Patro K, Pławiak P, Mahmoud N, Hammad M, Dogra A. The Knowledge and Perception about COVID-19 among Medical Imaging Professionals. Health & Social Care in the Community 2023;2023:1 View
  19. Zhang C, Zhou C, Xu W, Zheng S, Gao Y, Li P, Deng L, Zhang X, Jiang Q, Qian F, Li X, Wang H, Zou H, Xia Y, Wang T, Lu H, Qian H. Transmission risk of asymptomatic SARS-CoV-2 infection: a systematic review and meta-analysis. Infectious Medicine 2023;2(1):11 View
  20. Mugglestone M, Ratnaraja N, Bak A, Islam J, Wilson J, Bostock J, Moses S, Price J, Weinbren M, Loveday H, Rivett L, Stoneham S, Wilson A. Presymptomatic, asymptomatic and post-symptomatic transmission of SARS-CoV-2: joint British Infection Association (BIA), Healthcare Infection Society (HIS), Infection Prevention Society (IPS) and Royal College of Pathologists (RCPath) guidance. BMC Infectious Diseases 2022;22(1) View
  21. Ravindra K, Malik V, Padhi B, Goel S, Gupta M. Asymptomatic infection and transmission of COVID-19 among clusters: systematic review and meta-analysis. Public Health 2022;203:100 View
  22. Palese F, Arnoldo L, Brunelli L, Buzancic S, De Giusti V, Ferrazzano A, Gallo T, Iob A, Mauro K, Pipan C, Polonia M, Ruscio E, Treleani M, Conte A. SARS-CoV-2 transmission by asymptomatic healthcare workers positive to screening swab: an Italian study. European Journal of Public Health 2022;32(5):813 View
  23. Akerele I, Oreh A, Kawu M, Ahmadu A, Okechukwu J, Mbo D, John D, Habib F, Ashikeni M. Clinical presentation and hospitalisation duration of 201 coronavirus disease 2019 patients in Abuja, Nigeria. African Journal of Primary Health Care & Family Medicine 2021;13(1) View
  24. Schmidt A, García Y, Pinheiro D, Reichert T, Nuño M. Using Non-Pharmaceutical Interventions and High Isolation of Asymptomatic Carriers to Contain the Spread of SARS-CoV-2 in Nursing Homes. Life 2022;12(2):180 View
  25. Choi W, Shim E. Optimal strategies for social distancing and testing to control COVID-19. Journal of Theoretical Biology 2021;512:110568 View
  26. Brainard J, Jones N, Harrison F, Hammer C, Lake I. Super-spreaders of novel coronaviruses that cause SARS, MERS and COVID-19: A systematic review. Annals of Epidemiology 2023 View
  27. Lamis A, Tasman H, Aldila D, Zainal Abidin Z, Imran M, Widakdo J. Dynamic analysis of a coinfection model of dengue and asymptomatic and symptomatic COVID-19. ITM Web of Conferences 2024;61:01007 View