College of Pharmacy, University of Minnesota, Minneapolis, MN 55455-0343, USA.
J Med Econ. 2011;14(6):835-45. doi: 10.3111/13696998.2011.632045. Epub 2011 Nov 9.
The aims of this paper are to generate estimates of the association between the severity and frequency of pain in Spain and (i) labor force participation and workforce status and (ii) patterns of absenteeism and presenteeism for the employed workforce.
Data are from the internet-based 2010 National Health and Wellness Survey (NHWS). This survey covers both those who report experiencing pain in the last month as well as the no-pain population. An estimated 17.25% of adults in Spain report experiencing pain in the past month. A series of regression models are developed with the no-pain group as the reference category. The impact of pain, categorized by severity and frequency, is assessed within a labor supply framework for (i) labor force participation and (ii) absenteeism and presenteeism. Both binomial and multinomial logistic models are estimated.
The results demonstrate that severe and moderate pain has a significant, substantive, and negative association with labor force participation and, together with the experience of mild pain, a substantive impact on absenteeism and presenteeism within the employed workforce. Compared to no-pain controls, the strongest association is seen in the case of severe pain, notably severe daily pain and labor force participation (odds ratio 0.363; 95% CI: 0.206-0.637). The association of severe pain with labor force participation is also significant (odds ratio 0.356; 95% CI: 0.217-0.585). There is a clear gradient in the association of pain severity and frequency with labor force participation. The impact of pain is far greater than the potential impact of other health status measures (e.g., chronic comorbidities and BMI). Labor force participation is also adversely associated with pain experience. Persons reporting severe daily pain are far more likely not to be in the labor force (relative probabilities 0.339 vs 0.611). The experience of pain, notably severe and frequent pain, also outstrips the impact of other health status factors in absenteeism and presenteeism. In the former case, the odds ratio associated with severe daily pain is 16.216 (95% CI: 5.127-51.283), which contrasts to the odds ratio for the Charlson comorbidity index of 1.460 (95%CI: 1.279-1.666). Similar results hold for presenteeism. The contribution of moderate and mild pain to absenteeism and presenteeism is more marked than for labor force participation.
The experience of pain, in particular severe daily pain, has a substantial negative impact both on labor force participation in Spain as well as reported absenteeism and presenteeism. As a measure of health status, it clearly has an impact that outstrips other health status measures. Whether or not pain is considered as a disease in its own right, the experience of chronic pain, as defined here, presents policy-makers with a major challenge. Programs to relieve the burden of pain in the community clearly have the potential for substantial benefits from societal, individual, and employer perspectives.
本文旨在评估西班牙疼痛严重程度和频率与(i)劳动力参与率和劳动力状况,以及(ii)就业劳动力的旷工和出勤模式之间的关联。
数据来自基于互联网的 2010 年国家健康与健康调查(NHWS)。该调查涵盖了报告在过去一个月中经历疼痛的人群以及无疼痛人群。西班牙约有 17.25%的成年人报告在过去一个月中经历疼痛。使用无疼痛组作为参考类别,开发了一系列回归模型。在劳动力供应框架内评估疼痛(按严重程度和频率分类)对(i)劳动力参与率以及(ii)旷工和出勤模式的影响。同时估计了二项式和多项逻辑回归模型。
结果表明,严重和中度疼痛与劳动力参与率呈显著、实质性和负相关,并且与轻度疼痛一起对就业劳动力的旷工和出勤模式产生实质性影响。与无疼痛对照组相比,在严重疼痛的情况下,尤其是严重的日常疼痛和劳动力参与率(比值比 0.363;95%置信区间:0.206-0.637),关联最强。严重疼痛与劳动力参与率之间的关联也具有统计学意义(比值比 0.356;95%置信区间:0.217-0.585)。疼痛严重程度和频率与劳动力参与率之间存在明显的梯度关联。疼痛的影响远远大于其他健康状况指标(例如,慢性合并症和 BMI)的潜在影响。劳动力参与率也与疼痛体验呈负相关。报告严重日常疼痛的人极不可能参加劳动力(相对概率 0.339 与 0.611)。疼痛体验,尤其是严重和频繁的疼痛,在旷工和出勤模式方面的影响也超过了其他健康状况因素。在前者的情况下,与严重每日疼痛相关的比值比为 16.216(95%置信区间:5.127-51.283),与 Charlson 合并症指数的比值比 1.460(95%置信区间:1.279-1.666)形成对比。在出勤方面也有类似的结果。中度和轻度疼痛对旷工和出勤的贡献比劳动力参与率更为明显。
疼痛体验,尤其是严重的日常疼痛,对西班牙的劳动力参与率以及报告的旷工和出勤模式都有实质性的负面影响。作为健康状况的衡量标准,它的影响显然超过了其他健康状况衡量标准。无论疼痛是否被视为一种独立的疾病,这里定义的慢性疼痛体验都给政策制定者带来了重大挑战。减轻社区疼痛负担的计划显然有可能从社会、个人和雇主的角度带来巨大的收益。