最近经历过臭虫侵扰的人的臭虫相关压力的预测因素。这是法国里昂市一项横断面调查的结果

IF 3.8 1区 农林科学 Q1 AGRONOMY Pest Management Science Pub Date : 2025-02-28 DOI:10.1002/ps.8731
Guillaume Barbalat, Virginie Berthillot, Cédric Thenoz, Nicolas Franck
{"title":"最近经历过臭虫侵扰的人的臭虫相关压力的预测因素。这是法国里昂市一项横断面调查的结果","authors":"Guillaume Barbalat,&nbsp;Virginie Berthillot,&nbsp;Cédric Thenoz,&nbsp;Nicolas Franck","doi":"10.1002/ps.8731","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> BACKGROUND</h3>\n \n <p>The number of bed bug infestations has risen dramatically in the past decades. Infestations are responsible for mental health issues such as lower quality of life, insomnia and symptoms that may resemble those of post-traumatic stress disorders. Here, we sought to investigate whether bed bug-related stress may be predicted by a range of sociodemographic, clinical and infestation-related characteristics. We collected data using a paper and online survey of 305 adults who had experienced a bed bug infestation.</p>\n </section>\n \n <section>\n \n <h3> RESULTS</h3>\n \n <p>From the 167 individuals dealing with a recent (&lt;1 year) bed bug infestation, about two-thirds were deemed to have a high level of bed bug-related stress. The cross-validated performance of a naive Bayes algorithm in predicting bed bug-related stress was good, with an area under the receiving operating characteristics curve (AUROC) of 0.80. We calculated SHAP values to determine the explanatory power of predictors. Factors associated with bed bug-related stress were young age, female sex, childlessness, being single, social isolation, severity of infestation and treatment by insecticides (especially when health issues had not been taken into account). We also found that the likelihood of bed bug-related stress based on the severity of the infestation decreased when participants felt they were socially supported.</p>\n </section>\n \n <section>\n \n <h3> CONCLUSION</h3>\n \n <p>Although social isolation and inappropriate use of pesticides are two common behaviors, our results emphasize the importance of social support and the safest use of pesticides to mitigate bed bug-related stress. © 2025 Society of Chemical Industry.</p>\n </section>\n </div>","PeriodicalId":218,"journal":{"name":"Pest Management Science","volume":"81 7","pages":"3620-3630"},"PeriodicalIF":3.8000,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Predictors of bed bug-related stress in people who have experienced a recent infestation. Results from a cross-sectional survey in the city of Lyon, France\",\"authors\":\"Guillaume Barbalat,&nbsp;Virginie Berthillot,&nbsp;Cédric Thenoz,&nbsp;Nicolas Franck\",\"doi\":\"10.1002/ps.8731\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n \\n <section>\\n \\n <h3> BACKGROUND</h3>\\n \\n <p>The number of bed bug infestations has risen dramatically in the past decades. Infestations are responsible for mental health issues such as lower quality of life, insomnia and symptoms that may resemble those of post-traumatic stress disorders. Here, we sought to investigate whether bed bug-related stress may be predicted by a range of sociodemographic, clinical and infestation-related characteristics. We collected data using a paper and online survey of 305 adults who had experienced a bed bug infestation.</p>\\n </section>\\n \\n <section>\\n \\n <h3> RESULTS</h3>\\n \\n <p>From the 167 individuals dealing with a recent (&lt;1 year) bed bug infestation, about two-thirds were deemed to have a high level of bed bug-related stress. The cross-validated performance of a naive Bayes algorithm in predicting bed bug-related stress was good, with an area under the receiving operating characteristics curve (AUROC) of 0.80. We calculated SHAP values to determine the explanatory power of predictors. Factors associated with bed bug-related stress were young age, female sex, childlessness, being single, social isolation, severity of infestation and treatment by insecticides (especially when health issues had not been taken into account). We also found that the likelihood of bed bug-related stress based on the severity of the infestation decreased when participants felt they were socially supported.</p>\\n </section>\\n \\n <section>\\n \\n <h3> CONCLUSION</h3>\\n \\n <p>Although social isolation and inappropriate use of pesticides are two common behaviors, our results emphasize the importance of social support and the safest use of pesticides to mitigate bed bug-related stress. © 2025 Society of Chemical Industry.</p>\\n </section>\\n </div>\",\"PeriodicalId\":218,\"journal\":{\"name\":\"Pest Management Science\",\"volume\":\"81 7\",\"pages\":\"3620-3630\"},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2025-02-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Pest Management Science\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://scijournals.onlinelibrary.wiley.com/doi/10.1002/ps.8731\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRONOMY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Pest Management Science","FirstCategoryId":"97","ListUrlMain":"https://scijournals.onlinelibrary.wiley.com/doi/10.1002/ps.8731","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRONOMY","Score":null,"Total":0}
引用次数: 0

摘要

在过去的几十年里,臭虫侵扰的数量急剧上升。感染会导致精神健康问题,如生活质量下降、失眠和可能类似于创伤后应激障碍的症状。在这里,我们试图调查臭虫相关的压力是否可以通过一系列社会人口学、临床和感染相关的特征来预测。我们通过论文和在线调查收集了305名经历过臭虫侵扰的成年人的数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

摘要图片

摘要图片

摘要图片

摘要图片

摘要图片

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Predictors of bed bug-related stress in people who have experienced a recent infestation. Results from a cross-sectional survey in the city of Lyon, France

BACKGROUND

The number of bed bug infestations has risen dramatically in the past decades. Infestations are responsible for mental health issues such as lower quality of life, insomnia and symptoms that may resemble those of post-traumatic stress disorders. Here, we sought to investigate whether bed bug-related stress may be predicted by a range of sociodemographic, clinical and infestation-related characteristics. We collected data using a paper and online survey of 305 adults who had experienced a bed bug infestation.

RESULTS

From the 167 individuals dealing with a recent (<1 year) bed bug infestation, about two-thirds were deemed to have a high level of bed bug-related stress. The cross-validated performance of a naive Bayes algorithm in predicting bed bug-related stress was good, with an area under the receiving operating characteristics curve (AUROC) of 0.80. We calculated SHAP values to determine the explanatory power of predictors. Factors associated with bed bug-related stress were young age, female sex, childlessness, being single, social isolation, severity of infestation and treatment by insecticides (especially when health issues had not been taken into account). We also found that the likelihood of bed bug-related stress based on the severity of the infestation decreased when participants felt they were socially supported.

CONCLUSION

Although social isolation and inappropriate use of pesticides are two common behaviors, our results emphasize the importance of social support and the safest use of pesticides to mitigate bed bug-related stress. © 2025 Society of Chemical Industry.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Pest Management Science
Pest Management Science 农林科学-昆虫学
CiteScore
7.90
自引率
9.80%
发文量
553
审稿时长
4.8 months
期刊介绍: Pest Management Science is the international journal of research and development in crop protection and pest control. Since its launch in 1970, the journal has become the premier forum for papers on the discovery, application, and impact on the environment of products and strategies designed for pest management. Published for SCI by John Wiley & Sons Ltd.
期刊最新文献
Conditionally essential: A testis-enriched heat shock protein from fall armyworm safeguards fertility and survival under heat stress. CYP6AB328-mediated spinetoram resistance via N-demethylation in Tuta absoluta: A potential resistance monitoring marker. An integrated above-belowground biological control strategy against Phyllotreta striolata using entomopathogenic nematodes and fungi. Migration dynamic of fall armyworm Spodoptera frugiperda (J. E. Smith) between China's southern Yunnan and the Indo-China Peninsula. Design, synthesis and insecticidal activity evaluation of novel oxime ether sulfonamide derivatives containing cyclopropane fragments against Plutella xylostella.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1