使用一系列迭代开发的循证模型估计平均大学环境健康与安全项目人员配备和资源

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Robert J. Emery*, Bruce J. Brown, Jing Wang, Seth Parker, Otu Inyang, Janelle Rios
{"title":"使用一系列迭代开发的循证模型估计平均大学环境健康与安全项目人员配备和资源","authors":"Robert J. Emery*,&nbsp;Bruce J. Brown,&nbsp;Jing Wang,&nbsp;Seth Parker,&nbsp;Otu Inyang,&nbsp;Janelle Rios","doi":"10.1021/acs.chas.1c00087","DOIUrl":null,"url":null,"abstract":"<p >Inherent to the work carried out at institutions of higher education is a set of diverse health and safety risks, which include the use of a variety of potentially hazardous materials. To manage these hazards, colleges and universities typically maintain Environmental Health and Safety (EHS) programs, but objective models for determining the typical amount of organizational resources dedicated to EHS programs are lacking. Summarized here are a series of iterative modeling efforts based on benchmarking data provided by the members of the Campus Safety, Health, and Environmental Management Association (CSHEMA), combined with publicly available institutional data, to produce a series of predictive models for EHS program resourcing. Linear and multiple regression analysis techniques were utilized to develop the models to estimate industry-average college and university EHS program staffing and expenses. Interestingly, the subset of recurrent key predictors identified through these efforts, such as the total net assignable area (TNASF) and the research laboratory area, includes measures that many EHS professionals do not typically have readily available. Although these models do not address the ultimate outcomes achieved by any EHS program, they can assist decision makers with determining a representative level of staffing and resources needed to support university EHS programs.</p>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2022-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Estimating Average University Environmental Health and Safety Program Staffing and Resourcing Using a Series of Iteratively Developed Evidence-Based Models\",\"authors\":\"Robert J. Emery*,&nbsp;Bruce J. Brown,&nbsp;Jing Wang,&nbsp;Seth Parker,&nbsp;Otu Inyang,&nbsp;Janelle Rios\",\"doi\":\"10.1021/acs.chas.1c00087\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p >Inherent to the work carried out at institutions of higher education is a set of diverse health and safety risks, which include the use of a variety of potentially hazardous materials. To manage these hazards, colleges and universities typically maintain Environmental Health and Safety (EHS) programs, but objective models for determining the typical amount of organizational resources dedicated to EHS programs are lacking. Summarized here are a series of iterative modeling efforts based on benchmarking data provided by the members of the Campus Safety, Health, and Environmental Management Association (CSHEMA), combined with publicly available institutional data, to produce a series of predictive models for EHS program resourcing. Linear and multiple regression analysis techniques were utilized to develop the models to estimate industry-average college and university EHS program staffing and expenses. Interestingly, the subset of recurrent key predictors identified through these efforts, such as the total net assignable area (TNASF) and the research laboratory area, includes measures that many EHS professionals do not typically have readily available. Although these models do not address the ultimate outcomes achieved by any EHS program, they can assist decision makers with determining a representative level of staffing and resources needed to support university EHS programs.</p>\",\"PeriodicalId\":2,\"journal\":{\"name\":\"ACS Applied Bio Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2022-02-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Bio Materials\",\"FirstCategoryId\":\"1\",\"ListUrlMain\":\"https://pubs.acs.org/doi/10.1021/acs.chas.1c00087\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, BIOMATERIALS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"1","ListUrlMain":"https://pubs.acs.org/doi/10.1021/acs.chas.1c00087","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 1

摘要

在高等教育机构开展的工作所固有的是一系列不同的健康和安全风险,其中包括使用各种潜在危险材料。为了管理这些危害,学院和大学通常维护环境健康与安全(EHS)项目,但缺乏确定用于EHS项目的典型组织资源数量的客观模型。这里总结了一系列基于校园安全、健康和环境管理协会(CSHEMA)成员提供的基准数据的迭代建模工作,结合公开可用的机构数据,为EHS项目资源提供了一系列预测模型。利用线性和多元回归分析技术建立模型,估计行业平均高校EHS项目人员编制和费用。有趣的是,通过这些努力确定的循环关键预测因子子集,如总净可分配面积(TNASF)和研究实验室面积,包括许多EHS专业人员通常不容易获得的测量。虽然这些模型不能解决任何EHS项目所取得的最终结果,但它们可以帮助决策者确定支持大学EHS项目所需的人员和资源的代表性水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Estimating Average University Environmental Health and Safety Program Staffing and Resourcing Using a Series of Iteratively Developed Evidence-Based Models

Estimating Average University Environmental Health and Safety Program Staffing and Resourcing Using a Series of Iteratively Developed Evidence-Based Models

Inherent to the work carried out at institutions of higher education is a set of diverse health and safety risks, which include the use of a variety of potentially hazardous materials. To manage these hazards, colleges and universities typically maintain Environmental Health and Safety (EHS) programs, but objective models for determining the typical amount of organizational resources dedicated to EHS programs are lacking. Summarized here are a series of iterative modeling efforts based on benchmarking data provided by the members of the Campus Safety, Health, and Environmental Management Association (CSHEMA), combined with publicly available institutional data, to produce a series of predictive models for EHS program resourcing. Linear and multiple regression analysis techniques were utilized to develop the models to estimate industry-average college and university EHS program staffing and expenses. Interestingly, the subset of recurrent key predictors identified through these efforts, such as the total net assignable area (TNASF) and the research laboratory area, includes measures that many EHS professionals do not typically have readily available. Although these models do not address the ultimate outcomes achieved by any EHS program, they can assist decision makers with determining a representative level of staffing and resources needed to support university EHS programs.

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
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信