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Heterogeneity is essential for contact tracing

https://doi.org/10.1101/2020.06.05.20123141
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.epidem.2018.03.003openalex-snapshot
Contagion! The BBC Four Pandemic – The model behind the documentary
inferredcites →https://doi.org/10.1016/j.jtbi.2022.111063openalex-snapshot
Individual variation in susceptibility or exposure to SARS-CoV-2 lowers the herd immunity threshold
inferredcites →https://doi.org/10.1016/s0140-6736(20)30567-5openalex-snapshot
How will country-based mitigation measures influence the course of the COVID-19 epidemic?
inferredcites →https://doi.org/10.1016/s1473-3099(20)30457-6openalex-snapshot
Effectiveness of isolation, testing, contact tracing, and physical distancing on reducing transmission of SARS-CoV-2 in different settings: a mathematical modelling study
inferredcites →https://doi.org/10.1016/s2214-109x(20)30074-7openalex-snapshot
Feasibility of controlling COVID-19 outbreaks by isolation of cases and contacts
inferredcites →https://doi.org/10.1016/s2468-2667(20)30073-6openalex-snapshot
The effect of control strategies to reduce social mixing on outcomes of the COVID-19 epidemic in Wuhan, China: a modelling study
inferredcites →https://doi.org/10.1038/s41467-019-14229-4openalex-snapshot
Systematic selection between age and household structure for models aimed at emerging epidemic predictions
inferredcites →https://doi.org/10.1038/s41562-020-0931-9openalex-snapshot
Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19
inferredcites →https://doi.org/10.1038/s41598-020-75640-2openalex-snapshot
Cost–benefit of limited isolation and testing in COVID-19 mitigation
inferredcites →https://doi.org/10.1073/pnas.1614595114openalex-snapshot
Spatial and temporal dynamics of superspreading events in the 2014–2015 West Africa Ebola epidemic
inferredcites →https://doi.org/10.1073/pnas.2016623118openalex-snapshot
Overdispersion in COVID-19 increases the effectiveness of limiting nonrepetitive contacts for transmission control
inferredcites →https://doi.org/10.1098/rspa.1927.0118openalex-snapshot
A contribution to the mathematical theory of epidemics
inferredcites →https://doi.org/10.1101/2020.02.16.20023465openalex-snapshot
Epidemic analysis of COVID-19 in China by dynamical modeling
inferredcites →https://doi.org/10.1101/2020.02.16.20023754openalex-snapshot
Contacts in context: large-scale setting-specific social mixing matrices from the BBC Pandemic project
inferredcites →https://doi.org/10.1101/2020.05.11.20096362openalex-snapshot
A stochastic, individual-based model for the evaluation of the impact of non-pharmacological interventions on COVID-19 transmission in Slovakia
inferredcites →https://doi.org/10.1126/science.1065103openalex-snapshot
Specificity and Stability in Topology of Protein Networks
inferredcites →https://doi.org/10.1126/science.abb6936openalex-snapshot
Quantifying SARS-CoV-2 transmission suggests epidemic control with digital contact tracing
inferredcites →https://doi.org/10.1136/jech-2020-214051openalex-snapshot
Efficacy of contact tracing for the containment of the 2019 novel coronavirus (COVID-19)
inferredcites →https://doi.org/10.1371/journal.pcbi.1008619openalex-snapshot
Predictions of COVID-19 dynamics in the UK: Short-term forecasting and analysis of potential exit strategies
inferredcites →https://doi.org/10.1371/journal.pmed.0050074openalex-snapshot
Social Contacts and Mixing Patterns Relevant to the Spread of Infectious Diseases
inferredcites →https://doi.org/10.1371/journal.pone.0089680openalex-snapshot
A Selected Core Microbiome Drives the Early Stages of Three Popular Italian Cheese Manufactures
inferredcites →https://doi.org/10.1371/journal.pone.0095978openalex-snapshot
Measuring Large-Scale Social Networks with High Resolution
inferredcites →https://doi.org/10.1371/journal.pone.0100915openalex-snapshot
The Strength of Friendship Ties in Proximity Sensor Data
inferredcites →https://doi.org/10.1371/journal.pone.0157436openalex-snapshot
Measure of Node Similarity in Multilayer Networks
inferredcites →https://doi.org/10.25561/77482openalex-snapshot
Report 9: Impact of non-pharmaceutical interventions (NPIs) to reduce COVID19 mortality and healthcare demand
inferredcites →https://doi.org/10.3390/ijerph17103705openalex-snapshot
Evaluating Transmission Heterogeneity and Super-Spreading Event of COVID-19 in a Metropolis of China
inferredcites →https://doi.org/10.48550/arxiv.1509.06530openalex-snapshot
Physical Proximity and Spreading in Dynamic Social Networks
inferredcites →https://doi.org/10.48550/arxiv.2005.13689openalex-snapshot
Stochasticity and heterogeneity in the transmission dynamics of SARS-CoV-2

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.3698595openalex-extracted
The Trade-Off Behaviours between Virtual and Physical Activities during COVID-19 Pandemic Period
inferred← citeshttps://doi.org/10.1007/978-3-030-66840-2_90openalex-snapshot
A Framework for Concurrent Contact-Tracing and Digital Evidence Analysis in Heterogeneous Environments
inferred← citeshttps://doi.org/10.1007/s13278-025-01556-2openalex-snapshot
Exdiff: a modular and explainable framework combining network simulation and graph neural networks for diffusion modelling
inferred← citeshttps://doi.org/10.1016/j.jtbi.2025.112314openalex-snapshot
Reducing size bias in epidemic network modelling
inferred← citeshttps://doi.org/10.1038/s41467-021-22082-7openalex-snapshot
Stochastic sampling effects favor manual over digital contact tracing
inferred← citeshttps://doi.org/10.1038/s41598-020-75640-2openalex-snapshot
Cost–benefit of limited isolation and testing in COVID-19 mitigation
inferred← citeshttps://doi.org/10.1038/s41598-020-79000-yopenalex-snapshot
Exploring the effectiveness of a COVID-19 contact tracing app using an agent-based model
inferred← citeshttps://doi.org/10.1038/s41598-021-90666-wopenalex-snapshot
Superspreading of airborne pathogens in a heterogeneous world
inferred← citeshttps://doi.org/10.1039/d1ra07988copenalex-snapshot
Insight into prognostics, diagnostics, and management strategies for SARS CoV-2
inferred← citeshttps://doi.org/10.1073/pnas.2015972118openalex-snapshot
Time-dependent heterogeneity leads to transient suppression of the COVID-19 epidemic, not herd immunity
inferred← citeshttps://doi.org/10.1101/2020.07.26.20162420openalex-snapshot
Persistent heterogeneity not short-term overdispersion determines herd immunity to COVID-19
inferred← citeshttps://doi.org/10.1101/2021.06.21.21259258openalex-snapshot
Digital contact tracing contributes little to COVID-19 outbreak containment
inferred← citeshttps://doi.org/10.1103/physrevlett.126.118301openalex-snapshot
COVID-19 Superspreading Suggests Mitigation by Social Network Modulation
inferred← citeshttps://doi.org/10.1111/apm.13141openalex-snapshot
The COVID‐19 pandemic: key considerations for the epidemic and its control
inferred← citeshttps://doi.org/10.1145/3494529openalex-snapshot
A Survey on Contact Tracing: The Latest Advancements and Challenges
inferred← citeshttps://doi.org/10.1186/s12544-021-00473-7openalex-snapshot
The trade-off behaviours between virtual and physical activities during the first wave of the COVID-19 pandemic period
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