IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-34130-x.html
   My bibliography  Save this article

Contact tracing reveals community transmission of COVID-19 in New York City

Author

Listed:
  • Sen Pei

    (Columbia University)

  • Sasikiran Kandula

    (Columbia University)

  • Jaime Cascante Vega

    (Columbia University)

  • Wan Yang

    (Columbia University)

  • Steffen Foerster

    (New York City Department of Health and Mental Hygiene (DOHMH))

  • Corinne Thompson

    (New York City Department of Health and Mental Hygiene (DOHMH))

  • Jennifer Baumgartner

    (New York City Department of Health and Mental Hygiene (DOHMH))

  • Shama Desai Ahuja

    (Columbia University
    New York City Department of Health and Mental Hygiene (DOHMH))

  • Kathleen Blaney

    (New York City Department of Health and Mental Hygiene (DOHMH))

  • Jay K. Varma

    (Weill Cornell Medical College)

  • Theodore Long

    (NYC Health + Hospitals)

  • Jeffrey Shaman

    (Columbia University
    Columbia University)

Abstract

Understanding SARS-CoV-2 transmission within and among communities is critical for tailoring public health policies to local context. However, analysis of community transmission is challenging due to a lack of high-resolution surveillance and testing data. Here, using contact tracing records for 644,029 cases and their contacts in New York City during the second pandemic wave, we provide a detailed characterization of the operational performance of contact tracing and reconstruct exposure and transmission networks at individual and ZIP code scales. We find considerable heterogeneity in reported close contacts and secondary infections and evidence of extensive transmission across ZIP code areas. Our analysis reveals the spatial pattern of SARS-CoV-2 spread and communities that are tightly interconnected by exposure and transmission. We find that locations with higher vaccination coverage and lower numbers of visitors to points-of-interest had reduced within- and cross-ZIP code transmission events, highlighting potential measures for curtailing SARS-CoV-2 spread in urban settings.

Suggested Citation

  • Sen Pei & Sasikiran Kandula & Jaime Cascante Vega & Wan Yang & Steffen Foerster & Corinne Thompson & Jennifer Baumgartner & Shama Desai Ahuja & Kathleen Blaney & Jay K. Varma & Theodore Long & Jeffrey, 2022. "Contact tracing reveals community transmission of COVID-19 in New York City," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-34130-x
    DOI: 10.1038/s41467-022-34130-x
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-34130-x
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-34130-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sen Pei & Teresa K. Yamana & Sasikiran Kandula & Marta Galanti & Jeffrey Shaman, 2021. "Burden and characteristics of COVID-19 in the United States during 2020," Nature, Nature, vol. 598(7880), pages 338-341, October.
    2. Shixiong Hu & Wei Wang & Yan Wang & Maria Litvinova & Kaiwei Luo & Lingshuang Ren & Qianlai Sun & Xinghui Chen & Ge Zeng & Jing Li & Lu Liang & Zhihong Deng & Wen Zheng & Mei Li & Hao Yang & Jinxin Gu, 2021. "Infectivity, susceptibility, and risk factors associated with SARS-CoV-2 transmission under intensive contact tracing in Hunan, China," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    3. Serina Chang & Emma Pierson & Pang Wei Koh & Jaline Gerardin & Beth Redbird & David Grusky & Jure Leskovec, 2021. "Mobility network models of COVID-19 explain inequities and inform reopening," Nature, Nature, vol. 589(7840), pages 82-87, January.
    4. Alberto Aleta & David Martín-Corral & Ana Pastore y Piontti & Marco Ajelli & Maria Litvinova & Matteo Chinazzi & Natalie E. Dean & M. Elizabeth Halloran & Ira M. Longini Jr & Stefano Merler & Alex Pen, 2020. "Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19," Nature Human Behaviour, Nature, vol. 4(9), pages 964-971, September.
    5. Jamie Murphy & Frédérique Vallières & Richard P. Bentall & Mark Shevlin & Orla McBride & Todd K. Hartman & Ryan McKay & Kate Bennett & Liam Mason & Jilly Gibson-Miller & Liat Levita & Anton P. Martine, 2021. "Psychological characteristics associated with COVID-19 vaccine hesitancy and resistance in Ireland and the United Kingdom," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    6. Shixiong Hu & Wei Wang & Yan Wang & Maria Litvinova & Kaiwei Luo & Lingshuang Ren & Qianlai Sun & Xinghui Chen & Ge Zeng & Jing Li & Lu Liang & Zhihong Deng & Wen Zheng & Mei Li & Hao Yang & Jinxin Gu, 2021. "Author Correction: Infectivity, susceptibility, and risk factors associated with SARS-CoV-2 transmission under intensive contact tracing in Hunan, China," Nature Communications, Nature, vol. 12(1), pages 1-1, December.
    7. Shixiong Hu & Wei Wang & Yan Wang & Maria Litvinova & Kaiwei Luo & Lingshuang Ren & Qianlai Sun & Xinghui Chen & Ge Zeng & Jing Li & Lu Liang & Zhihong Deng & Wen Zheng & Mei Li & Hao Yang & Jinxin Gu, 2021. "Author Correction: Infectivity, susceptibility, and risk factors associated with SARS-CoV-2 transmission under intensive contact tracing in Hunan, China," Nature Communications, Nature, vol. 12(1), pages 1-1, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jonas Dehning & Sebastian B. Mohr & Sebastian Contreras & Philipp Dönges & Emil N. Iftekhar & Oliver Schulz & Philip Bechtle & Viola Priesemann, 2023. "Impact of the Euro 2020 championship on the spread of COVID-19," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    2. Qian Gao & Wen-Peng Shang & Ming-Xia Jing, 2022. "Effect of Nucleic Acid Screening Measures on COVID-19 Transmission in Cities of Different Scales and Assessment of Related Testing Resource Demands—Evidence from China," IJERPH, MDPI, vol. 19(20), pages 1-15, October.
    3. Hosseini-Motlagh, Seyyed-Mahdi & Samani, Mohammad Reza Ghatreh & Homaei, Shamim, 2023. "Design of control strategies to help prevent the spread of COVID-19 pandemic," European Journal of Operational Research, Elsevier, vol. 304(1), pages 219-238.
    4. Juan Yang & Valentina Marziano & Xiaowei Deng & Giorgio Guzzetta & Juanjuan Zhang & Filippo Trentini & Jun Cai & Piero Poletti & Wen Zheng & Wei Wang & Qianhui Wu & Zeyao Zhao & Kaige Dong & Guangjie , 2021. "Despite vaccination, China needs non-pharmaceutical interventions to prevent widespread outbreaks of COVID-19 in 2021," Nature Human Behaviour, Nature, vol. 5(8), pages 1009-1020, August.
    5. Hasan Alp Boz & Mohsen Bahrami & Selim Balcisoy & Burcin Bozkaya & Nina Mazar & Aaron Nichols & Alex Pentland, 2024. "Investigating neighborhood adaptability using mobility networks: a case study of the COVID-19 pandemic," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    6. Takahiro Yabe & Bernardo García Bulle Bueno & Xiaowen Dong & Alex Pentland & Esteban Moro, 2023. "Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    7. Giulietti, Corrado & Vlassopoulos, Michael & Zenou, Yves, 2021. "When Reality Bites: Local Deaths and Vaccine Take-Up," GLO Discussion Paper Series 999, Global Labor Organization (GLO).
    8. Lu, Xuefei & Borgonovo, Emanuele, 2023. "Global sensitivity analysis in epidemiological modeling," European Journal of Operational Research, Elsevier, vol. 304(1), pages 9-24.
    9. Thomas Ash & Antonio M. Bento & Daniel Kaffine & Akhil Rao & Ana I. Bento, 2022. "Disease-economy trade-offs under alternative epidemic control strategies," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    10. X. Angela Yao & Andrew Crooks & Bin Jiang & Jukka Krisp & Xintao Liu & Haosheng Huang, 2023. "An overview of urban analytical approaches to combating the Covid-19 pandemic," Environment and Planning B, , vol. 50(5), pages 1133-1143, June.
    11. Sou Hyun Jang, 2022. "Social-ecological factors related to preventive behaviors during the COVID-19 pandemic in South Korea," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-14, March.
    12. Albanese, Andrea & Fallucchi, Francesco & Verheyden, Bertrand, 2021. "Can a supranational medicines agency restore trust after vaccine suspensions? The case of Vaxzevria," GLO Discussion Paper Series 878, Global Labor Organization (GLO).
    13. Umit Cirakli & Ibrahim Dogan & Mehmet Gozlu, 2022. "The Relationship Between COVID-19 Cases and COVID-19 Testing: a Panel Data Analysis on OECD Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 1737-1750, September.
    14. Wan, Jinming & Ichinose, Genki & Small, Michael & Sayama, Hiroki & Moreno, Yamir & Cheng, Changqing, 2022. "Multilayer networks with higher-order interaction reveal the impact of collective behavior on epidemic dynamics," Chaos, Solitons & Fractals, Elsevier, vol. 164(C).
    15. Hill, Patrick L. & Burrow, Anthony L. & Strecher, Victor J., 2021. "Sense of purpose in life predicts greater willingness for COVID-19 vaccination," Social Science & Medicine, Elsevier, vol. 284(C).
    16. Kejriwal, Saransh & Sheth, Sarjan & Silpa, P.S. & Sarkar, Sumit & Guha, Apratim, 2022. "Attaining herd immunity to a new infectious disease through multi-stage policies incentivising voluntary vaccination," Chaos, Solitons & Fractals, Elsevier, vol. 154(C).
    17. Estera Twardowska-Staszek & Irmina Rostek & Krzysztof Biel, 2022. "Sociodemographic and Psychological Variables and Concerns Related to COVID-19 Vaccination among Polish Citizens," IJERPH, MDPI, vol. 19(15), pages 1-13, August.
    18. Nie, Yanyi & Zhong, Xiaoni & Lin, Tao & Wang, Wei, 2023. "Pathogen diversity in meta-population networks," Chaos, Solitons & Fractals, Elsevier, vol. 166(C).
    19. Mark D Penney & Yigit Yargic & Lee Smolin & Edward W Thommes & Madhur Anand & Chris T Bauch, 2021. "“Hot-spotting” to improve vaccine allocation by harnessing digital contact tracing technology: An application of percolation theory," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-15, September.
    20. David Ehrlich & Nora Szech, 2022. "How to Start a Grassroots Movement," CESifo Working Paper Series 9943, CESifo.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-34130-x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.