Suppr超能文献

个体幸福感得分的分类,用于确定员工群体中的不良健康和生产力结果。

Classification of individual well-being scores for the determination of adverse health and productivity outcomes in employee populations.

机构信息

Healthways, Inc. , Center for Health Research, Franklin, Tennessee 37067, USA.

出版信息

Popul Health Manag. 2013 Apr;16(2):90-8. doi: 10.1089/pop.2012.0039. Epub 2012 Sep 26.

Abstract

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.

摘要

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。

相似文献

3
Overall well-being as a predictor of health care, productivity, and retention outcomes in a large employer.
Popul Health Manag. 2013 Dec;16(6):397-405. doi: 10.1089/pop.2012.0114. Epub 2013 Mar 12.
4
The association between modifiable well-being risks and productivity: a longitudinal study in pooled employer sample.
J Occup Environ Med. 2013 Apr;55(4):353-64. doi: 10.1097/JOM.0b013e3182851923.
5
A multi-worksite analysis of the relationships among body mass index, medical utilization, and worker productivity.
J Occup Environ Med. 2010 Jan;52 Suppl 1(Suppl 1):S52-8. doi: 10.1097/JOM.0b013e3181c95b84.
6
7
Which modifiable health risks are associated with changes in productivity costs?
Popul Health Manag. 2015 Feb;18(1):30-8. doi: 10.1089/pop.2014.0033. Epub 2014 Nov 6.

引用本文的文献

1
3
What is wellness? Investigating the importance of different domains of wellness among laypeople and experts: A survey study.
Scand J Public Health. 2025 Feb;53(1):23-31. doi: 10.1177/14034948231217360. Epub 2024 Jan 12.
4
Building Consensus on Domains of Wellness Using Finnish and International Expert Panels: A Delphi-Method Study.
Am J Health Promot. 2024 Feb;38(2):228-237. doi: 10.1177/08901171231204147. Epub 2023 Sep 28.
5
Presenteeism and noise perception at work: a cross-sectional study using association analysis.
Sao Paulo Med J. 2023 Jan-Feb;141(1):36-44. doi: 10.1590/1516-3180.2021.0792.R2.07042022.
6
Economics of mental well-being: a prospective study estimating associated health care costs and sickness benefit transfers in Denmark.
Eur J Health Econ. 2021 Sep;22(7):1053-1065. doi: 10.1007/s10198-021-01305-0. Epub 2021 Apr 16.
7
A global, cross cultural study examining the relationship between employee health risk status and work performance metrics.
Ann Occup Environ Med. 2017 Jun 12;29:17. doi: 10.1186/s40557-017-0172-1. eCollection 2017.
8
The well-being valuation model: a method for monetizing the nonmarket good of individual well-being.
Health Serv Outcomes Res Methodol. 2017;17(1):84-100. doi: 10.1007/s10742-016-0161-9. Epub 2016 Oct 25.
10
Adaptive Measurement of Well-Being: Maximizing Efficiency and Optimizing User Experience during Individual Assessment.
Popul Health Manag. 2016 Aug;19(4):284-90. doi: 10.1089/pop.2015.0101. Epub 2015 Dec 16.

本文引用的文献

1
Evaluation of the relationship between individual well-being and future health care utilization and cost.
Popul Health Manag. 2012 Dec;15(6):325-30. doi: 10.1089/pop.2011.0089. Epub 2012 Feb 22.
3
Improving nutrition and physical activity in the workplace: a meta-analysis of intervention studies.
Health Promot Int. 2012 Jun;27(2):238-49. doi: 10.1093/heapro/dar035. Epub 2011 Jul 6.
4
The well-being assessment for productivity: a well-being approach to presenteeism.
J Occup Environ Med. 2011 Jul;53(7):735-42. doi: 10.1097/JOM.0b013e318222af48.
5
Impact of an intervention on the availability and consumption of fruits and vegetables in the workplace.
Public Health Nutr. 2011 Jun;14(6):975-81. doi: 10.1017/S1368980010003460. Epub 2010 Dec 21.
8
Health and productivity as a business strategy: a multiemployer study.
J Occup Environ Med. 2009 Apr;51(4):411-28. doi: 10.1097/JOM.0b013e3181a39180.
9
Meta-analysis of the effects of health promotion intervention in the workplace on depression and anxiety symptoms.
Scand J Work Environ Health. 2009 Jan;35(1):7-18. doi: 10.5271/sjweh.1295. Epub 2008 Dec 9.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验