Zihan Hao , Nan Zhang , Congying Li , Jialuo Tang , Shenglan Xiao , Yuguo Li
{"title":"Comparing prevention strategies for pathogen control in heterogeneous surface touch networks","authors":"Zihan Hao , Nan Zhang , Congying Li , Jialuo Tang , Shenglan Xiao , Yuguo Li","doi":"10.1016/j.buildenv.2025.113865","DOIUrl":null,"url":null,"abstract":"<div><div>Surface contact is a key pathway for pathogen transmission, amplified by the scale-free, heterogeneous structure of real-world surface touch networks. This study used mean-field theory to develop a dynamic model comparing three prevention strategies—random cleaning, targeted cleaning, and targeted inactivation strategy—in controlling pathogen spread. Parameterized with restaurant touch data, the model reveals that each strategy requires a minimum cleaning frequency threshold for effective contamination control. Targeted cleaning and targeted inactivation consistently achieve lower thresholds than random cleaning, requiring less frequent intervention to maintain control. In the restaurant network, random cleaning needs a critical cleaning frequency of 2.34/min, while targeted cleaning and targeted inactivation achieve lower thresholds of 1.28/min and 1.27/min, respectively. When cleaning frequency falls below these thresholds, targeted inactivation demonstrates superior contamination control, with the proportion of contaminated surfaces approaching zero when the prevention fraction reaches approximately 0.05. The relative performance of random versus targeted cleaning under insufficient frequency varies with network parameters such as heterogeneity and coverage. Early intervention timing further enhances all strategies' efficacy. These findings provide modeling-based insights for selecting optimal surface prevention strategies based on network characteristics and resource constraints in indoor environments.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"287 ","pages":"Article 113865"},"PeriodicalIF":7.6000,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Building and Environment","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0360132325013356","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Surface contact is a key pathway for pathogen transmission, amplified by the scale-free, heterogeneous structure of real-world surface touch networks. This study used mean-field theory to develop a dynamic model comparing three prevention strategies—random cleaning, targeted cleaning, and targeted inactivation strategy—in controlling pathogen spread. Parameterized with restaurant touch data, the model reveals that each strategy requires a minimum cleaning frequency threshold for effective contamination control. Targeted cleaning and targeted inactivation consistently achieve lower thresholds than random cleaning, requiring less frequent intervention to maintain control. In the restaurant network, random cleaning needs a critical cleaning frequency of 2.34/min, while targeted cleaning and targeted inactivation achieve lower thresholds of 1.28/min and 1.27/min, respectively. When cleaning frequency falls below these thresholds, targeted inactivation demonstrates superior contamination control, with the proportion of contaminated surfaces approaching zero when the prevention fraction reaches approximately 0.05. The relative performance of random versus targeted cleaning under insufficient frequency varies with network parameters such as heterogeneity and coverage. Early intervention timing further enhances all strategies' efficacy. These findings provide modeling-based insights for selecting optimal surface prevention strategies based on network characteristics and resource constraints in indoor environments.
期刊介绍:
Building and Environment, an international journal, is dedicated to publishing original research papers, comprehensive review articles, editorials, and short communications in the fields of building science, urban physics, and human interaction with the indoor and outdoor built environment. The journal emphasizes innovative technologies and knowledge verified through measurement and analysis. It covers environmental performance across various spatial scales, from cities and communities to buildings and systems, fostering collaborative, multi-disciplinary research with broader significance.