爱尔兰奶牛场扩建过程中受伤风险因素的数据驱动识别。

IF 2.1 3区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Journal of Agromedicine Pub Date : 2024-04-01 Epub Date: 2024-01-09 DOI:10.1080/1059924X.2023.2293840
John McNamara, Mohammad Mohammadrezaei, Brian Moran, Emma Dillon
{"title":"爱尔兰奶牛场扩建过程中受伤风险因素的数据驱动识别。","authors":"John McNamara, Mohammad Mohammadrezaei, Brian Moran, Emma Dillon","doi":"10.1080/1059924X.2023.2293840","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>This paper sought to determine risk factors of occupational injury in the Irish dairy farming sector and to estimate the roles of both dairying expansion and the discipline of agricultural extension in influencing reducing injury occurrence.</p><p><strong>Methods: </strong>Data for this study was obtained via the Irish National Farm Survey (NFS). In total, 260 farm (83.6% of NFS dairy farm sample) workplace injury survey questionnaires were completed by NFS recorders by interviewing principal farm operators for year 2017. Injury survey data was analysed for 48 variables in conjunction with NFS core farm socio-economic, physical and financial data. Additionally, core data from 2010 for 78.5% of farms surveyed in 2017 was included in the study. Data were analysed using a three-step statistical testing process which met all Binary Logistic Regression assumptions.</p><p><strong>Results: </strong>The study found that dairy farms had a higher farm workplace occupational injury level compared to a previous study. The study data indicates occurrence of elevated injury levels on farms which expanded and which were intensively managed from a milk production perspective. Farm expansion was associated with increased labor units used and increased investment per hectare. The study also found that use of extension services and farm discussion group participation were not associated with injury occurrence.</p><p><strong>Conclusions: </strong>This study demonstrates how a retrospective farm workplace occupational injury survey of Irish dairy farms, analysed in combination with farm business data can be used to identify injury risk factors, including those associated with production expansion. Irish dairy farms have a heightened farm workplace occupation injury level while dairy production expansion increased injury levels. Extension engagement did not influence on injury levels. Approaches to improve farm safety on dairy farms are outlined.</p>","PeriodicalId":49172,"journal":{"name":"Journal of Agromedicine","volume":" ","pages":"265-276"},"PeriodicalIF":2.1000,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Data Driven Identification of Injury Risk Factors During Expansion on Irish Dairy Farms.\",\"authors\":\"John McNamara, Mohammad Mohammadrezaei, Brian Moran, Emma Dillon\",\"doi\":\"10.1080/1059924X.2023.2293840\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objectives: </strong>This paper sought to determine risk factors of occupational injury in the Irish dairy farming sector and to estimate the roles of both dairying expansion and the discipline of agricultural extension in influencing reducing injury occurrence.</p><p><strong>Methods: </strong>Data for this study was obtained via the Irish National Farm Survey (NFS). In total, 260 farm (83.6% of NFS dairy farm sample) workplace injury survey questionnaires were completed by NFS recorders by interviewing principal farm operators for year 2017. Injury survey data was analysed for 48 variables in conjunction with NFS core farm socio-economic, physical and financial data. Additionally, core data from 2010 for 78.5% of farms surveyed in 2017 was included in the study. Data were analysed using a three-step statistical testing process which met all Binary Logistic Regression assumptions.</p><p><strong>Results: </strong>The study found that dairy farms had a higher farm workplace occupational injury level compared to a previous study. The study data indicates occurrence of elevated injury levels on farms which expanded and which were intensively managed from a milk production perspective. Farm expansion was associated with increased labor units used and increased investment per hectare. The study also found that use of extension services and farm discussion group participation were not associated with injury occurrence.</p><p><strong>Conclusions: </strong>This study demonstrates how a retrospective farm workplace occupational injury survey of Irish dairy farms, analysed in combination with farm business data can be used to identify injury risk factors, including those associated with production expansion. Irish dairy farms have a heightened farm workplace occupation injury level while dairy production expansion increased injury levels. Extension engagement did not influence on injury levels. Approaches to improve farm safety on dairy farms are outlined.</p>\",\"PeriodicalId\":49172,\"journal\":{\"name\":\"Journal of Agromedicine\",\"volume\":\" \",\"pages\":\"265-276\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2024-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Agromedicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1080/1059924X.2023.2293840\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/1/9 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Agromedicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/1059924X.2023.2293840","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/9 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0

摘要

目的:本文旨在确定爱尔兰奶牛养殖业发生工伤的风险因素,并估算奶牛养殖业扩张和农业推广学科对减少工伤发生的影响:本文旨在确定爱尔兰奶牛养殖业的工伤风险因素,并估计奶牛养殖业的扩张和农业推广学科在减少工伤发生方面的作用:本研究通过爱尔兰全国农场调查(NFS)获得数据。NFS 记录员通过访问主要农场经营者,共完成了 260 个农场(占 NFS 奶牛场样本的 83.6%)的 2017 年度工伤调查问卷。工伤调查数据与 NFS 核心农场社会经济、物理和财务数据相结合,对 48 个变量进行了分析。此外,2017 年调查的 78.5% 农场的 2010 年核心数据也被纳入研究范围。数据分析采用三步统计检验流程,符合所有二元逻辑回归假设:研究发现,与之前的一项研究相比,奶牛场的农场工伤水平较高。研究数据表明,从牛奶生产的角度来看,扩大规模和集约化管理的牧场工伤水平较高。农场扩张与使用的劳动力单位增加和每公顷投资增加有关。研究还发现,使用推广服务和参加农场讨论小组与伤害发生率无关:这项研究表明,对爱尔兰奶牛场进行的农场工作场所职业伤害回顾性调查,结合农场业务数据进行分析,可用于识别伤害风险因素,包括与生产扩张相关的因素。爱尔兰奶牛场的农场工作场所职业伤害水平较高,而奶牛生产扩张则增加了伤害水平。推广活动对工伤水平没有影响。概述了改善奶牛场农场安全的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data Driven Identification of Injury Risk Factors During Expansion on Irish Dairy Farms.

Objectives: This paper sought to determine risk factors of occupational injury in the Irish dairy farming sector and to estimate the roles of both dairying expansion and the discipline of agricultural extension in influencing reducing injury occurrence.

Methods: Data for this study was obtained via the Irish National Farm Survey (NFS). In total, 260 farm (83.6% of NFS dairy farm sample) workplace injury survey questionnaires were completed by NFS recorders by interviewing principal farm operators for year 2017. Injury survey data was analysed for 48 variables in conjunction with NFS core farm socio-economic, physical and financial data. Additionally, core data from 2010 for 78.5% of farms surveyed in 2017 was included in the study. Data were analysed using a three-step statistical testing process which met all Binary Logistic Regression assumptions.

Results: The study found that dairy farms had a higher farm workplace occupational injury level compared to a previous study. The study data indicates occurrence of elevated injury levels on farms which expanded and which were intensively managed from a milk production perspective. Farm expansion was associated with increased labor units used and increased investment per hectare. The study also found that use of extension services and farm discussion group participation were not associated with injury occurrence.

Conclusions: This study demonstrates how a retrospective farm workplace occupational injury survey of Irish dairy farms, analysed in combination with farm business data can be used to identify injury risk factors, including those associated with production expansion. Irish dairy farms have a heightened farm workplace occupation injury level while dairy production expansion increased injury levels. Extension engagement did not influence on injury levels. Approaches to improve farm safety on dairy farms are outlined.

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
Journal of Agromedicine
Journal of Agromedicine PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
4.10
自引率
20.80%
发文量
84
审稿时长
>12 weeks
期刊介绍: The Journal of Agromedicine: Practice, Policy, and Research publishes translational research, reports and editorials related to agricultural health, safety and medicine. The Journal of Agromedicine seeks to engage the global agricultural health and safety community including rural health care providers, agricultural health and safety practitioners, academic researchers, government agencies, policy makers, and others. The Journal of Agromedicine is committed to providing its readers with relevant, rigorously peer-reviewed, original articles. The journal welcomes high quality submissions as they relate to agricultural health and safety in the areas of: • Behavioral and Mental Health • Climate Change • Education/Training • Emerging Practices • Environmental Public Health • Epidemiology • Ergonomics • Injury Prevention • Occupational and Industrial Health • Pesticides • Policy • Safety Interventions and Evaluation • Technology
×
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