Literature DB >> 35733262

Understanding the coevolution of mask wearing and epidemics: A network perspective.

Zirou Qiu1,2, Baltazar Espinoza2, Vitor V Vasconcelos3,4,5,6, Chen Chen2, Sara M Constantino6,7,8,9, Stefani A Crabtree10,11, Luojun Yang12, Anil Vullikanti1,2, Jiangzhuo Chen2, Jörgen Weibull13, Kaushik Basu14,15, Avinash Dixit16, Simon A Levin12, Madhav V Marathe1,2.   

Abstract

Nonpharmaceutical interventions (NPIs) such as mask wearing can be effective in mitigating the spread of infectious diseases. Therefore, understanding the behavioral dynamics of NPIs is critical for characterizing the dynamics of disease spread. Nevertheless, standard infection models tend to focus only on disease states, overlooking the dynamics of "beneficial contagions," e.g., compliance with NPIs. In this work, we investigate the concurrent spread of disease and mask-wearing behavior over multiplex networks. Our proposed framework captures both the competing and complementary relationships between the dueling contagion processes. Further, the model accounts for various behavioral mechanisms that influence mask wearing, such as peer pressure and fear of infection. Our results reveal that under the coupled disease-behavior dynamics, the attack rate of a disease-as a function of transition probability-exhibits a critical transition. Specifically, as the transmission probability exceeds a critical threshold, the attack rate decreases abruptly due to sustained mask-wearing responses. We empirically explore the causes of the critical transition and demonstrate the robustness of the observed phenomena. Our results highlight that without proper enforcement of NPIs, reductions in the disease transmission probability via other interventions may not be sufficient to reduce the final epidemic size.

Entities:  

Keywords:  epidemiology; individual behavior; multilayer networks; phase transitions; social and behavioral contagions

Mesh:

Year:  2022        PMID: 35733262      PMCID: PMC9245665          DOI: 10.1073/pnas.2123355119

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   12.779


  29 in total

1.  A generalized model of social and biological contagion.

Authors:  P S Dodds; D J Watts
Journal:  J Theor Biol       Date:  2005-02-21       Impact factor: 2.691

2.  A simple model of global cascades on random networks.

Authors:  Duncan J Watts
Journal:  Proc Natl Acad Sci U S A       Date:  2002-04-30       Impact factor: 11.205

3.  People in more racially diverse neighborhoods are more prosocial.

Authors:  Jared Nai; Jayanth Narayanan; Ivan Hernandez; Krishna Savani
Journal:  J Pers Soc Psychol       Date:  2018-04

4.  The Emotional Path to Action: Empathy Promotes Physical Distancing and Wearing of Face Masks During the COVID-19 Pandemic.

Authors:  Stefan Pfattheicher; Laila Nockur; Robert Böhm; Claudia Sassenrath; Michael Bang Petersen
Journal:  Psychol Sci       Date:  2020-09-29

5.  Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe.

Authors:  Seth Flaxman; Swapnil Mishra; Axel Gandy; H Juliette T Unwin; Thomas A Mellan; Helen Coupland; Charles Whittaker; Harrison Zhu; Tresnia Berah; Jeffrey W Eaton; Mélodie Monod; Azra C Ghani; Christl A Donnelly; Steven Riley; Michaela A C Vollmer; Neil M Ferguson; Lucy C Okell; Samir Bhatt
Journal:  Nature       Date:  2020-06-08       Impact factor: 49.962

6.  Virological assessment of hospitalized patients with COVID-2019.

Authors:  Roman Wölfel; Victor M Corman; Wolfgang Guggemos; Michael Seilmaier; Sabine Zange; Marcel A Müller; Daniela Niemeyer; Terry C Jones; Patrick Vollmar; Camilla Rothe; Michael Hoelscher; Tobias Bleicker; Sebastian Brünink; Julia Schneider; Rosina Ehmann; Katrin Zwirglmaier; Christian Drosten; Clemens Wendtner
Journal:  Nature       Date:  2020-04-01       Impact factor: 49.962

7.  Face masks: what the data say.

Authors:  Lynne Peeples
Journal:  Nature       Date:  2020-10       Impact factor: 49.962

8.  Effect of non-pharmaceutical interventions to contain COVID-19 in China.

Authors:  Shengjie Lai; Nick W Ruktanonchai; Liangcai Zhou; Olivia Prosper; Wei Luo; Jessica R Floyd; Amy Wesolowski; Mauricio Santillana; Chi Zhang; Xiangjun Du; Hongjie Yu; Andrew J Tatem
Journal:  Nature       Date:  2020-05-04       Impact factor: 49.962

9.  The role of community-wide wearing of face mask for control of coronavirus disease 2019 (COVID-19) epidemic due to SARS-CoV-2.

Authors:  Vincent Chi-Chung Cheng; Shuk-Ching Wong; Vivien Wai-Man Chuang; Simon Yung-Chun So; Jonathan Hon-Kwan Chen; Siddharth Sridhar; Kelvin Kai-Wang To; Jasper Fuk-Woo Chan; Ivan Fan-Ngai Hung; Pak-Leung Ho; Kwok-Yung Yuen
Journal:  J Infect       Date:  2020-04-23       Impact factor: 6.072

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  1 in total

1.  Sociocultural determinants of global mask-wearing behavior.

Authors:  Luojun Yang; Sara M Constantino; Bryan T Grenfell; Elke U Weber; Simon A Levin; Vítor V Vasconcelos
Journal:  Proc Natl Acad Sci U S A       Date:  2022-10-03       Impact factor: 12.779

  1 in total

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