Matches in SemOpenAlex for { <https://semopenalex.org/work/W4288044943> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4288044943 endingPage "34" @default.
- W4288044943 startingPage "1" @default.
- W4288044943 abstract "
 
 
 The imposition of lockdowns in response to the COVID-19 outbreak has underscored the importance of human behavior in mitigating virus transmission. The scientific study of interventions designed to change behavior (e.g., to promote physical distancing) requires measures of effectiveness that are fast, that can be assessed through experiments, and that can be investigated without actual virus transmission. This paper presents a methodological approach designed to deliver such indicators. We show how behavioral data, obtainable through wearable assessment devices or camera footage, can be used to assess the effect of interventions in experimental research; in addition, the approach can be extended to longitudinal data involving contact tracing apps. Our methodology operates by constructing a contact network: a representation that encodes which individuals have been in physical proximity long enough to transmit the virus. Because behavioral interventions alter the contact network, a comparison of contact networks before and after the intervention can provide information on the effectiveness of the intervention. We coin indicators based on this idea Behavioral Contact Network (BECON) indicators. We examine the performance of three indicators: the Density BECON, based on differences in network density; the Spectral BECON, based on differences in the eigenvector of the adjacency matrix; and the ASPL BECON, based on differences in average shortest path lengths. Using simulations, we show that all three indicators can effectively track the effect of behavioral interventions. Even in conditions with significant amounts of noise, BECON indicators can reliably identify and order effect sizes of interventions. The present paper invites further study of the method as well as practical implementations to test the validity of BECON indicators in real data.
 
 
" @default.
- W4288044943 created "2022-07-27" @default.
- W4288044943 creator A5001877366 @default.
- W4288044943 creator A5008918092 @default.
- W4288044943 creator A5029100305 @default.
- W4288044943 creator A5038920997 @default.
- W4288044943 creator A5053044572 @default.
- W4288044943 creator A5084280586 @default.
- W4288044943 date "2022-07-04" @default.
- W4288044943 modified "2023-09-29" @default.
- W4288044943 title "The Lighting of the BECONs" @default.
- W4288044943 doi "https://doi.org/10.35566/jbds/v2n1/p1" @default.
- W4288044943 hasPublicationYear "2022" @default.
- W4288044943 type Work @default.
- W4288044943 citedByCount "0" @default.
- W4288044943 crossrefType "journal-article" @default.
- W4288044943 hasAuthorship W4288044943A5001877366 @default.
- W4288044943 hasAuthorship W4288044943A5008918092 @default.
- W4288044943 hasAuthorship W4288044943A5029100305 @default.
- W4288044943 hasAuthorship W4288044943A5038920997 @default.
- W4288044943 hasAuthorship W4288044943A5053044572 @default.
- W4288044943 hasAuthorship W4288044943A5084280586 @default.
- W4288044943 hasBestOaLocation W42880449431 @default.
- W4288044943 hasConcept C107457646 @default.
- W4288044943 hasConcept C113162765 @default.
- W4288044943 hasConcept C118552586 @default.
- W4288044943 hasConcept C132525143 @default.
- W4288044943 hasConcept C142724271 @default.
- W4288044943 hasConcept C15744967 @default.
- W4288044943 hasConcept C180356752 @default.
- W4288044943 hasConcept C27415008 @default.
- W4288044943 hasConcept C2779134260 @default.
- W4288044943 hasConcept C3008058167 @default.
- W4288044943 hasConcept C41008148 @default.
- W4288044943 hasConcept C44154836 @default.
- W4288044943 hasConcept C524204448 @default.
- W4288044943 hasConcept C71924100 @default.
- W4288044943 hasConcept C761482 @default.
- W4288044943 hasConcept C76155785 @default.
- W4288044943 hasConcept C80444323 @default.
- W4288044943 hasConceptScore W4288044943C107457646 @default.
- W4288044943 hasConceptScore W4288044943C113162765 @default.
- W4288044943 hasConceptScore W4288044943C118552586 @default.
- W4288044943 hasConceptScore W4288044943C132525143 @default.
- W4288044943 hasConceptScore W4288044943C142724271 @default.
- W4288044943 hasConceptScore W4288044943C15744967 @default.
- W4288044943 hasConceptScore W4288044943C180356752 @default.
- W4288044943 hasConceptScore W4288044943C27415008 @default.
- W4288044943 hasConceptScore W4288044943C2779134260 @default.
- W4288044943 hasConceptScore W4288044943C3008058167 @default.
- W4288044943 hasConceptScore W4288044943C41008148 @default.
- W4288044943 hasConceptScore W4288044943C44154836 @default.
- W4288044943 hasConceptScore W4288044943C524204448 @default.
- W4288044943 hasConceptScore W4288044943C71924100 @default.
- W4288044943 hasConceptScore W4288044943C761482 @default.
- W4288044943 hasConceptScore W4288044943C76155785 @default.
- W4288044943 hasConceptScore W4288044943C80444323 @default.
- W4288044943 hasFunder F4320321800 @default.
- W4288044943 hasIssue "1" @default.
- W4288044943 hasLocation W42880449431 @default.
- W4288044943 hasOpenAccess W4288044943 @default.
- W4288044943 hasPrimaryLocation W42880449431 @default.
- W4288044943 hasRelatedWork W2052022722 @default.
- W4288044943 hasRelatedWork W2073946244 @default.
- W4288044943 hasRelatedWork W3019197760 @default.
- W4288044943 hasRelatedWork W3048870391 @default.
- W4288044943 hasRelatedWork W3107304136 @default.
- W4288044943 hasRelatedWork W3111532727 @default.
- W4288044943 hasRelatedWork W3170108995 @default.
- W4288044943 hasRelatedWork W3203819662 @default.
- W4288044943 hasRelatedWork W4235428082 @default.
- W4288044943 hasRelatedWork W4235702998 @default.
- W4288044943 hasVolume "2" @default.
- W4288044943 isParatext "false" @default.
- W4288044943 isRetracted "false" @default.
- W4288044943 workType "article" @default.