Weichelt Bryan, Heimonen Tomi, Gorucu Serap, Redmond Emily, Vechinski Josef, Pflughoeft Kurt, Bendixsen Casper, Salzwedel Marsha, Scott Erika, Namkoong Kang, Purschwitz Mark, Rautiainen Risto, Murphy Dennis J
National Farm Medicine Center, Marshfield Clinic Research Institute, Marshfield, WI, United States.
Department of Computing and New Media Technologies, University of Wisconsin-Stevens Point, Stevens Point, WI, United States.
JMIR Form Res. 2019 Aug 2;3(3):e13621. doi: 10.2196/13621.
Injury data and reports provide valuable information for both public and private organizations to guide programming, policy, and prevention, but in the increasingly complex and dangerous industry of US agriculture, the injury surveillance needed to produce this data is lacking. To address the gap, AgInjuryNews was established in 2015. The system includes fatal and nonfatal injury cases derived from publicly available reports, including occupational and nonoccupational injuries, occurring in the agricultural, forestry, and fishing (AFF) industry.
The study aimed to develop a stakeholder-engaged redesign of the interactive, up-to-date, and publicly available dataset of US AFF injury and fatality reports.
Instructor-led heuristic evaluations within a 15-student undergraduate course, data from 8 student participants of laboratory-based usability testing and 2016 and 2017 AgInjuryNews-registered user surveys, coupled with input from the National Steering Committee informed the development priorities for 2018. An interdisciplinary team employed an agile methodology of 2-week sprints developing in ASP.NET and Structured Query Language to deliver an intuitive frontend and a flexible, yet structured, backend, including a case report input form for capturing more than 50 data points on each injury report.
AgInjuryNews produced 17,714 page views from 43 countries in 2018 captured via Google Analytics, whereas 623 injury reports were coded and loaded, totaling more than 31,000 data points. Newly designed features include customizable email alerts, an interactive map, and expanded search and filter options. User groups such as the Bureau of Labor Statistics and the Agricultural Safety and Health Council of America have endorsed the system within their networks. News media have cited or referenced the system in national outlets such as the New York Times, Politico, and the Washington Post.
The new system's features, functions, and improved data granularity have sparked innovative lines of research and increased collaborative interest domestically and abroad. It is anticipated that this nontraditional sentinel surveillance system and its dataset will continue to serve many purposes for public and private agricultural safety and health stakeholders in the years to come. .
伤害数据和报告为公共和私人组织指导规划、政策制定及预防工作提供了宝贵信息,但在美国农业这个日益复杂且危险的行业中,生成此类数据所需的伤害监测却有所欠缺。为填补这一空白,“农业伤害新闻”(AgInjuryNews)于2015年设立。该系统包含源自公开报告的致命和非致命伤害案例,涵盖农业、林业和渔业(AFF)行业发生的职业性和非职业性伤害。
本研究旨在对美国AFF伤害和死亡报告的交互式、最新且公开可用的数据集进行利益相关者参与的重新设计。
在一门有15名本科生的课程中由教师主导进行启发式评估,8名参与基于实验室的可用性测试的学生以及2016年和2017年“农业伤害新闻”注册用户调查的数据,再加上国家指导委员会的意见,为2018年的开发重点提供了依据。一个跨学科团队采用了为期两周的敏捷方法,使用ASP.NET和结构化查询语言进行开发,以提供一个直观的前端和一个灵活但结构化的后端,包括一个案例报告输入表单,用于在每份伤害报告中获取50多个数据点。
2018年,通过谷歌分析,“农业伤害新闻”来自43个国家的页面浏览量达17714次,同时有623份伤害报告被编码并录入,总计超过31000个数据点。新设计的功能包括可定制的电子邮件提醒、交互式地图以及扩展的搜索和筛选选项。劳工统计局和美国农业安全与健康委员会等用户群体已在其网络内认可了该系统。新闻媒体在《纽约时报》《政治》和《华盛顿邮报》等全国性媒体上引用或提及了该系统。
新系统的功能、特性以及改进后的数据粒度激发了创新的研究思路,并在国内外增加了合作兴趣。预计在未来几年,这个非传统的哨点监测系统及其数据集将继续为公共和私人农业安全与健康利益相关者服务于多种目的。