Healthways, Inc. , Center for Health Research, Franklin, Tennessee 37067, USA.
Popul Health Manag. 2013 Apr;16(2):90-8. doi: 10.1089/pop.2012.0039. Epub 2012 Sep 26.
Adverse health and productivity outcomes have imposed a considerable economic burden on employers. To facilitate optimal worksite intervention designs tailored to differing employee risk levels, the authors established cutoff points for an Individual Well-Being Score (IWBS) based on a global measure of well-being. Cross-sectional associations between IWBS and adverse health and productivity outcomes, including high health care cost, emergency room visits, short-term disability days, absenteeism, presenteeism, low job performance ratings, and low intentions to stay with the employer, were studied in a sample of 11,702 employees from a large employer. Receiver operating characteristics curves were evaluated to detect a single optimal cutoff value of IWBS for predicting 2 or more adverse outcomes. More granular segmentation was achieved by computing relative risks of each adverse outcome from logistic regressions accounting for sociodemographic characteristics. Results showed strong and significant nonlinear associations between IWBS and health and productivity outcomes. An IWBS of 75 was found to be the optimal single cutoff point to discriminate 2 or more adverse outcomes. Logistic regression models found abrupt reductions of relative risk also clustered at IWBS cutoffs of 53, 66, and 88, in addition to 75, which segmented employees into high, high-medium, medium, low-medium, and low risk groups. To determine validity and generalizability, cutoff values were applied in a smaller employee population (N=1853) and confirmed significant differences between risk groups across health and productivity outcomes. The reported segmentation of IWBS into discrete cohorts based on risk of adverse health and productivity outcomes should facilitate well-being comparisons and worksite interventions.
不良健康和生产力结果给雇主带来了相当大的经济负担。为了促进针对不同员工风险水平的最佳工作场所干预设计,作者根据幸福感的全球衡量标准,为个体健康状况评分(IWBS)确定了截止值。在一项对来自大型雇主的 11702 名员工的样本中,研究了 IWBS 与不良健康和生产力结果(包括高医疗保健成本、急诊室就诊、短期残疾天数、旷工、出勤、低工作绩效评级和低留职意向)之间的横断面关联。评估了接收者操作特征曲线,以检测 IWBS 预测 2 个或更多不良结果的单个最佳截止值。通过计算考虑社会人口特征的逻辑回归中每个不良结果的相对风险,实现了更细粒度的细分。结果表明,IWBS 与健康和生产力结果之间存在强烈且显著的非线性关联。发现 IWBS 为 75 是区分 2 个或更多不良结果的最佳单一截止值。逻辑回归模型发现,相对风险的突然降低也集中在 IWBS 截止值 53、66 和 88 处,除了 75 处,这将员工分为高、高中、中、中低和低风险组。为了确定有效性和普遍性,在较小的员工群体(N=1853)中应用了截止值,并在健康和生产力结果方面确认了风险组之间的显著差异。根据不良健康和生产力结果的风险对 IWBS 进行离散分组的报告,应有助于进行幸福感比较和工作场所干预。