Safety and Health Assessment and Research for Prevention (SHARP) program, Department of Labor and Industries, WA, United States.
Safety and Health Assessment and Research for Prevention (SHARP) program, Department of Labor and Industries, WA, United States.
J Safety Res. 2018 Jun;65:53-58. doi: 10.1016/j.jsr.2018.02.005. Epub 2018 Mar 12.
Construction is high-hazard industry, and continually ranks among those with the highest workers' compensation (WC) claim rates in Washington State (WA). However, not all construction firms are at equal risk. We tested the ability to identify those construction firms most at risk for future claims using only administrative WC and unemployment insurance data.
We collected information on construction firms with 10-50 average full time equivalent (FTE) employees from the WA unemployment insurance and WC data systems (n=1228). Negative binomial regression was used to test the ability of firm characteristics measured during 2011-2013 to predict time-loss claim rates in the following year, 2014.
Claim rates in 2014 varied by construction industry groups, ranging from 0.7 (Land Subdivision) to 4.6 (Foundation, Structure, and Building Construction) claims per 100 FTE. Construction firms with higher average WC premium rates, a history of WC claims, increasing number of quarterly FTE, and lower average wage rates during 2011-2013 were predicted to have higher WC claim rates in 2014.
We demonstrate the ability to leverage administrative data to identify construction firms predicted to have future WC claims. This study should be repeated to determine if these results are applicable to other high-hazard industries. Practical Applications: This study identified characteristics that may be used to further refine targeted outreach and prevention to construction firms at risk.
建筑行业属于高风险行业,在华盛顿州(WA),其工人赔偿(WC)索赔率一直位居前列。然而,并非所有建筑公司都面临同等风险。我们仅使用行政 WC 和失业保险数据,测试了识别那些未来索赔风险较高的建筑公司的能力。
我们从 WA 失业保险和 WC 数据系统中收集了 10-50 名平均全职等效员工(FTE)的建筑公司信息(n=1228)。负二项回归用于检验 2011-2013 年期间测量的公司特征在次年 2014 年预测损失工时索赔率的能力。
2014 年的索赔率因建筑行业群体而异,从每 100 FTE 0.7(土地细分)到 4.6(基础、结构和建筑施工)不等。2011-2013 年期间 WC 保险费率较高、有 WC 索赔史、季度 FTE 增加、平均工资率较低的建筑公司,预计在 2014 年 WC 索赔率较高。
我们证明了利用行政数据识别预计未来将有 WC 索赔的建筑公司的能力。应重复这项研究,以确定这些结果是否适用于其他高风险行业。实际应用:本研究确定了可能用于进一步针对风险建筑公司进行有针对性的外展和预防的特征。