Literature DB >> 33262277

Awareness-driven behavior changes can shift the shape of epidemics away from peaks and toward plateaus, shoulders, and oscillations.

Joshua S Weitz1,2,3, Sang Woo Park4, Ceyhun Eksin5, Jonathan Dushoff6,7.   

Abstract

The COVID-19 pandemic has caused more than 1,000,000 reported deaths globally, of which more than 200,000 have been reported in the United States as of October 1, 2020. Public health interventions have had significant impacts in reducing transmission and in averting even more deaths. Nonetheless, in many jurisdictions, the decline of cases and fatalities after apparent epidemic peaks has not been rapid. Instead, the asymmetric decline in cases appears, in most cases, to be consistent with plateau- or shoulder-like phenomena-a qualitative observation reinforced by a symmetry analysis of US state-level fatality data. Here we explore a model of fatality-driven awareness in which individual protective measures increase with death rates. In this model, fast increases to the peak are often followed by plateaus, shoulders, and lag-driven oscillations. The asymmetric shape of model-predicted incidence and fatality curves is consistent with observations from many jurisdictions. Yet, in contrast to model predictions, we find that population-level mobility metrics usually increased from low levels before fatalities reached an initial peak. We show that incorporating fatigue and long-term behavior change can reconcile the apparent premature relaxation of mobility reductions and help understand when post-peak dynamics are likely to lead to a resurgence of cases.
Copyright © 2020 the Author(s). Published by PNAS.

Entities:  

Keywords:  control; epidemics; epidemiology; nonlinear dynamics; public health

Year:  2020        PMID: 33262277     DOI: 10.1073/pnas.2009911117

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  27 in total

1.  Misinformation can prevent the suppression of epidemics.

Authors:  Andrei Sontag; Tim Rogers; Christian A Yates
Journal:  J R Soc Interface       Date:  2022-03-30       Impact factor: 4.118

2.  Mitigation of SARS-CoV-2 transmission at a large public university.

Authors:  Diana Rose E Ranoa; Robin L Holland; Fadi G Alnaji; Kelsie J Green; Leyi Wang; Richard L Fredrickson; Tong Wang; George N Wong; Johnny Uelmen; Sergei Maslov; Zachary J Weiner; Alexei V Tkachenko; Hantao Zhang; Zhiru Liu; Ahmed Ibrahim; Sanjay J Patel; John M Paul; Nickolas P Vance; Joseph G Gulick; Sandeep Puthanveetil Satheesan; Isaac J Galvan; Andrew Miller; Joseph Grohens; Todd J Nelson; Mary P Stevens; P Mark Hennessy; Robert C Parker; Edward Santos; Charles Brackett; Julie D Steinman; Melvin R Fenner; Kirstin Dohrer; Michael DeLorenzo; Laura Wilhelm-Barr; Brian R Brauer; Catherine Best-Popescu; Gary Durack; Nathan Wetter; David M Kranz; Jessica Breitbarth; Charlie Simpson; Julie A Pryde; Robin N Kaler; Chris Harris; Allison C Vance; Jodi L Silotto; Mark Johnson; Enrique Andres Valera; Patricia K Anton; Lowa Mwilambwe; Stephen P Bryan; Deborah S Stone; Danita B Young; Wanda E Ward; John Lantz; John A Vozenilek; Rashid Bashir; Jeffrey S Moore; Mayank Garg; Julian C Cooper; Gillian Snyder; Michelle H Lore; Dustin L Yocum; Neal J Cohen; Jan E Novakofski; Melanie J Loots; Randy L Ballard; Mark Band; Kayla M Banks; Joseph D Barnes; Iuliana Bentea; Jessica Black; Jeremy Busch; Abigail Conte; Madison Conte; Michael Curry; Jennifer Eardley; April Edwards; Therese Eggett; Judes Fleurimont; Delaney Foster; Bruce W Fouke; Nicholas Gallagher; Nicole Gastala; Scott A Genung; Declan Glueck; Brittani Gray; Andrew Greta; Robert M Healy; Ashley Hetrick; Arianna A Holterman; Nahed Ismail; Ian Jasenof; Patrick Kelly; Aaron Kielbasa; Teresa Kiesel; Lorenzo M Kindle; Rhonda L Lipking; Yukari C Manabe; Jade Mayes; Reubin McGuffin; Kenton G McHenry; Agha Mirza; Jada Moseley; Heba H Mostafa; Melody Mumford; Kathleen Munoz; Arika D Murray; Moira Nolan; Nil A Parikh; Andrew Pekosz; Janna Pflugmacher; Janise M Phillips; Collin Pitts; Mark C Potter; James Quisenberry; Janelle Rear; Matthew L Robinson; Edith Rosillo; Leslie N Rye; MaryEllen Sherwood; Anna Simon; Jamie M Singson; Carly Skadden; Tina H Skelton; Charlie Smith; Mary Stech; Ryan Thomas; Matthew A Tomaszewski; Erika A Tyburski; Scott Vanwingerden; Evette Vlach; Ronald S Watkins; Karriem Watson; Karen C White; Timothy L Killeen; Robert J Jones; Andreas C Cangellaris; Susan A Martinis; Awais Vaid; Christopher B Brooke; Joseph T Walsh; Ahmed Elbanna; William C Sullivan; Rebecca L Smith; Nigel Goldenfeld; Timothy M Fan; Paul J Hergenrother; Martin D Burke
Journal:  Nat Commun       Date:  2022-06-09       Impact factor: 17.694

3.  Epidemic spreading under mutually independent intra- and inter-host pathogen evolution.

Authors:  Stefano Boccaletti; Baruch Barzel; Xiyun Zhang; Zhongyuan Ruan; Muhua Zheng; Jie Zhou
Journal:  Nat Commun       Date:  2022-10-20       Impact factor: 17.694

4.  Challenges in evaluating risks and policy options around endemic establishment or elimination of novel pathogens.

Authors:  C Jessica E Metcalf; Soa Fy Andriamandimby; Rachel E Baker; Emma E Glennon; Katie Hampson; T Deirdre Hollingsworth; Petra Klepac; Amy Wesolowski
Journal:  Epidemics       Date:  2021-11-17       Impact factor: 4.396

Review 5.  Non-pharmaceutical interventions during the COVID-19 pandemic: A review.

Authors:  Nicola Perra
Journal:  Phys Rep       Date:  2021-02-13       Impact factor: 25.600

6.  Protective Behaviors and Secondary Harms Resulting From Nonpharmaceutical Interventions During the COVID-19 Epidemic in South Africa: Multisite, Prospective Longitudinal Study.

Authors:  Guy Harling; Francesc Xavier Gómez-Olivé; Joseph Tlouyamma; Tinofa Mutevedzi; Chodziwadziwa Whiteson Kabudula; Ruth Mahlako; Urisha Singh; Daniel Ohene-Kwofie; Rose Buckland; Pedzisai Ndagurwa; Dickman Gareta; Resign Gunda; Thobeka Mngomezulu; Siyabonga Nxumalo; Emily B Wong; Kathleen Kahn; Mark J Siedner; Eric Maimela; Stephen Tollman; Mark Collinson; Kobus Herbst
Journal:  JMIR Public Health Surveill       Date:  2021-05-13

7.  Quantifying Online News Media Coverage of the COVID-19 Pandemic: Text Mining Study and Resource.

Authors:  Konrad Krawczyk; Tadeusz Chelkowski; Daniel J Laydon; Swapnil Mishra; Denise Xifara; Benjamin Gibert; Seth Flaxman; Thomas Mellan; Veit Schwämmle; Richard Röttger; Johannes T Hadsund; Samir Bhatt
Journal:  J Med Internet Res       Date:  2021-06-02       Impact factor: 5.428

8.  Network models and the interpretation of prolonged infection plateaus in the COVID19 pandemic.

Authors:  Natalia L Komarova; Asma Azizi; Dominik Wodarz
Journal:  Epidemics       Date:  2021-05-08       Impact factor: 5.324

9.  The impact of long-term non-pharmaceutical interventions on COVID-19 epidemic dynamics and control: the value and limitations of early models.

Authors:  Marissa L Childs; Morgan P Kain; Mallory J Harris; Devin Kirk; Lisa Couper; Nicole Nova; Isabel Delwel; Jacob Ritchie; Alexander D Becker; Erin A Mordecai
Journal:  Proc Biol Sci       Date:  2021-08-25       Impact factor: 5.349

10.  The impact of contact tracing and testing on controlling COVID-19 outbreak without lockdown in Hong Kong: An observational study.

Authors:  Hsiang-Yu Yuan; Colin Blakemore
Journal:  Lancet Reg Health West Pac       Date:  2022-01-15
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