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Risk Factors of Lyme Disease: An Intersection of Environmental Ecology and Systems Science
Lyme disease (LD) cases have been on the rise throughout the United States, costing the healthcare system up to $1.3 billion per year, and making LD one of the greatest threats to public health. Factors influencing the number of LD cases range from environmental to system-level variables, but little...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6627148/ https://www.ncbi.nlm.nih.gov/pubmed/31052225 http://dx.doi.org/10.3390/healthcare7020066 |
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author | Sharareh, Nasser Behler, Rachael P. Roome, Amanda B. Shepherd, Julian Garruto, Ralph M. Sabounchi, Nasim S. |
author_facet | Sharareh, Nasser Behler, Rachael P. Roome, Amanda B. Shepherd, Julian Garruto, Ralph M. Sabounchi, Nasim S. |
author_sort | Sharareh, Nasser |
collection | PubMed |
description | Lyme disease (LD) cases have been on the rise throughout the United States, costing the healthcare system up to $1.3 billion per year, and making LD one of the greatest threats to public health. Factors influencing the number of LD cases range from environmental to system-level variables, but little is known about the influence of vegetation (canopy, understory, and ground cover) and human behavioral risk on LD cases and exposure to infected ticks. We determined the influence of various risk factors on the risk of exposure to infected ticks on 22 different walkways using multinomial logistic regression. The model classifies the walkways into high-risk and low-risk categories with 90% accuracy, in which the understory, human risk, and number of rodents are significant indicators. These factors should be managed to control the risk of transmission of LD to humans. |
format | Online Article Text |
id | pubmed-6627148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-66271482019-07-19 Risk Factors of Lyme Disease: An Intersection of Environmental Ecology and Systems Science Sharareh, Nasser Behler, Rachael P. Roome, Amanda B. Shepherd, Julian Garruto, Ralph M. Sabounchi, Nasim S. Healthcare (Basel) Article Lyme disease (LD) cases have been on the rise throughout the United States, costing the healthcare system up to $1.3 billion per year, and making LD one of the greatest threats to public health. Factors influencing the number of LD cases range from environmental to system-level variables, but little is known about the influence of vegetation (canopy, understory, and ground cover) and human behavioral risk on LD cases and exposure to infected ticks. We determined the influence of various risk factors on the risk of exposure to infected ticks on 22 different walkways using multinomial logistic regression. The model classifies the walkways into high-risk and low-risk categories with 90% accuracy, in which the understory, human risk, and number of rodents are significant indicators. These factors should be managed to control the risk of transmission of LD to humans. MDPI 2019-04-30 /pmc/articles/PMC6627148/ /pubmed/31052225 http://dx.doi.org/10.3390/healthcare7020066 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sharareh, Nasser Behler, Rachael P. Roome, Amanda B. Shepherd, Julian Garruto, Ralph M. Sabounchi, Nasim S. Risk Factors of Lyme Disease: An Intersection of Environmental Ecology and Systems Science |
title | Risk Factors of Lyme Disease: An Intersection of Environmental Ecology and Systems Science |
title_full | Risk Factors of Lyme Disease: An Intersection of Environmental Ecology and Systems Science |
title_fullStr | Risk Factors of Lyme Disease: An Intersection of Environmental Ecology and Systems Science |
title_full_unstemmed | Risk Factors of Lyme Disease: An Intersection of Environmental Ecology and Systems Science |
title_short | Risk Factors of Lyme Disease: An Intersection of Environmental Ecology and Systems Science |
title_sort | risk factors of lyme disease: an intersection of environmental ecology and systems science |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6627148/ https://www.ncbi.nlm.nih.gov/pubmed/31052225 http://dx.doi.org/10.3390/healthcare7020066 |
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