Cargando…
Rodent activity in municipal waste collection premises in Singapore: an analysis of risk factors using mixed-effects modelling
Refuse storage and collection systems are potential sources of food and harbourage areas for rodents which transmit pathogens. We examined the factors associated with rodent activity in public housing municipal waste collection premises in a highly urbanized city-state. We analysed data from April 2...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9943821/ https://www.ncbi.nlm.nih.gov/pubmed/36810345 http://dx.doi.org/10.1038/s41598-023-29405-2 |
_version_ | 1784891784081440768 |
---|---|
author | Soh, Stacy Chua, Chee Heong Neo, Zhi Wei Kong, Marcella Ong, Bee Leng Aik, Joel |
author_facet | Soh, Stacy Chua, Chee Heong Neo, Zhi Wei Kong, Marcella Ong, Bee Leng Aik, Joel |
author_sort | Soh, Stacy |
collection | PubMed |
description | Refuse storage and collection systems are potential sources of food and harbourage areas for rodents which transmit pathogens. We examined the factors associated with rodent activity in public housing municipal waste collection premises in a highly urbanized city-state. We analysed data from April 2019 to March 2020 in mixed-effects logistic regression models to examine the independent factors associated with rodent activity in central refuse chute rooms (CRCs), individual refuse chute (IRC) bin chambers and bin centres. We accounted for within-year patterns, repeated measures and nested effects. We observed a heterogeneous spatial distribution of rodent activity. Rodent droppings were strongly associated with rodent activity in CRCs (aOR: 6.20, 95% CI: 4.20–9.15), bin centres (aOR: 3.61, 95% CI: 1.70–7.64) and IRC bin chambers (aOR: 90.84, 95% CI: 70.13–117.67). Gnaw marks were positively associated with rodent activity in CRCs (aOR: 5.61, 95% CI: 3.55–8.97) and IRC bin chambers (aOR: 2.05, 95% CI: 1.43–2.95), as were rub marks in CRCs (aOR: 5.04, 95% CI: 3.44–7.37) and IRC bin chambers (aOR: 3.07, 95% CI: 1.74–5.42). Each burrow increased the odds of rodent sightings in bin centres (aOR: 1.03, 95% CI: 1.00–1.06). The odds of rodent sightings in an IRC bin chamber increased with every additional bin chute chamber within the same block (aOR: 1.04, 95% CI: 1.01–1.07). We identified several factors that well predicted rodent activity in waste collection premises. Municipal estate managers with limited resources can adopt a risk-based approach in tailoring the focus of their rodent control interventions. |
format | Online Article Text |
id | pubmed-9943821 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99438212023-02-23 Rodent activity in municipal waste collection premises in Singapore: an analysis of risk factors using mixed-effects modelling Soh, Stacy Chua, Chee Heong Neo, Zhi Wei Kong, Marcella Ong, Bee Leng Aik, Joel Sci Rep Article Refuse storage and collection systems are potential sources of food and harbourage areas for rodents which transmit pathogens. We examined the factors associated with rodent activity in public housing municipal waste collection premises in a highly urbanized city-state. We analysed data from April 2019 to March 2020 in mixed-effects logistic regression models to examine the independent factors associated with rodent activity in central refuse chute rooms (CRCs), individual refuse chute (IRC) bin chambers and bin centres. We accounted for within-year patterns, repeated measures and nested effects. We observed a heterogeneous spatial distribution of rodent activity. Rodent droppings were strongly associated with rodent activity in CRCs (aOR: 6.20, 95% CI: 4.20–9.15), bin centres (aOR: 3.61, 95% CI: 1.70–7.64) and IRC bin chambers (aOR: 90.84, 95% CI: 70.13–117.67). Gnaw marks were positively associated with rodent activity in CRCs (aOR: 5.61, 95% CI: 3.55–8.97) and IRC bin chambers (aOR: 2.05, 95% CI: 1.43–2.95), as were rub marks in CRCs (aOR: 5.04, 95% CI: 3.44–7.37) and IRC bin chambers (aOR: 3.07, 95% CI: 1.74–5.42). Each burrow increased the odds of rodent sightings in bin centres (aOR: 1.03, 95% CI: 1.00–1.06). The odds of rodent sightings in an IRC bin chamber increased with every additional bin chute chamber within the same block (aOR: 1.04, 95% CI: 1.01–1.07). We identified several factors that well predicted rodent activity in waste collection premises. Municipal estate managers with limited resources can adopt a risk-based approach in tailoring the focus of their rodent control interventions. Nature Publishing Group UK 2023-02-21 /pmc/articles/PMC9943821/ /pubmed/36810345 http://dx.doi.org/10.1038/s41598-023-29405-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Soh, Stacy Chua, Chee Heong Neo, Zhi Wei Kong, Marcella Ong, Bee Leng Aik, Joel Rodent activity in municipal waste collection premises in Singapore: an analysis of risk factors using mixed-effects modelling |
title | Rodent activity in municipal waste collection premises in Singapore: an analysis of risk factors using mixed-effects modelling |
title_full | Rodent activity in municipal waste collection premises in Singapore: an analysis of risk factors using mixed-effects modelling |
title_fullStr | Rodent activity in municipal waste collection premises in Singapore: an analysis of risk factors using mixed-effects modelling |
title_full_unstemmed | Rodent activity in municipal waste collection premises in Singapore: an analysis of risk factors using mixed-effects modelling |
title_short | Rodent activity in municipal waste collection premises in Singapore: an analysis of risk factors using mixed-effects modelling |
title_sort | rodent activity in municipal waste collection premises in singapore: an analysis of risk factors using mixed-effects modelling |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9943821/ https://www.ncbi.nlm.nih.gov/pubmed/36810345 http://dx.doi.org/10.1038/s41598-023-29405-2 |
work_keys_str_mv | AT sohstacy rodentactivityinmunicipalwastecollectionpremisesinsingaporeananalysisofriskfactorsusingmixedeffectsmodelling AT chuacheeheong rodentactivityinmunicipalwastecollectionpremisesinsingaporeananalysisofriskfactorsusingmixedeffectsmodelling AT neozhiwei rodentactivityinmunicipalwastecollectionpremisesinsingaporeananalysisofriskfactorsusingmixedeffectsmodelling AT kongmarcella rodentactivityinmunicipalwastecollectionpremisesinsingaporeananalysisofriskfactorsusingmixedeffectsmodelling AT ongbeeleng rodentactivityinmunicipalwastecollectionpremisesinsingaporeananalysisofriskfactorsusingmixedeffectsmodelling AT aikjoel rodentactivityinmunicipalwastecollectionpremisesinsingaporeananalysisofriskfactorsusingmixedeffectsmodelling |