倾向评分在职业健康中的应用:一项文献综述

177 Use of propensity scores in occupational health?

Occupational and Environmental Medicine · 2013
被引 0
ABS 3

中文导读

本文综述了倾向评分分析在职业健康文献中的使用频率和方式,发现其应用远少于临床和公共卫生领域,仅24篇相关论文,主要用于治疗评估、经济评价和风险因素分析。

Abstract

<h3>Objectives</h3> Intervention studies are needed in occupational health in order to test if work improvements are effective, although not always possible. In the last decade, propensity score analysis has been widely used in clinical settings for treatments for which randomised controlled trials are unlikely to be conducted, such as socioeconomic factors in public health. It gives an estimate of a treatment effect in making treated and untreated group comparable for confounding factors by modelling treatment probability. We aimed to describe the frequency of propensity score cited in occupational health literature and its use. <h3>Methods</h3> Using the key words “occupational” and “propensity score”, studies were selected from PubMed database (last 20 years). Frequency of citation was compared to two other requests “clinical” “propensity score” - “public health” not “occupational” “propensity score”. Embase and Web of sciences were also used to find extra papers. Relevant information was extracted including use of propensity score. <h3>Results</h3> Twenty-four papers were found in PubMed with propensity score in occupational health [0.01% of all citations of this area, versus 1210 (0.06%), and 2731 (0.07%) in clinical or other public health domains respectively P &lt; 0.001]. Among papers in occupational health, 12 were relevant, published since 2005, mostly from US teams (n = 10). The analyses included many subjects (median 7314), coming from pre-existing databases. The studies dealt with treatment evaluation (n = 2), economic evaluation (n = 2), and risk factors analysis (n = 5). Three papers studied implementation of programs in occupational setting, two for economic or quality purpose, one for effectiveness of multidisciplinary primary prevention program including work adaptation. <h3>Conclusions</h3> Few studies used propensity score analysis, two used this method for evaluating interventions (safety or coaching programs) and only one considered work adaptations/rehabilitation. More widespread use of this methodology in large workers datasets might give information of efficiency of work adaptation when intervention studies are not suitable.

职业健康倾向评分匹配干预研究流行病学公共卫生