Sharif B, Garner R, Hennessy D, Sanmartin C, Flanagan W M, Marshall D A
Department of Community Health Sciences, University of Calgary, Calgary, Canada.
Health Analysis Division, Statistics Canada, Ottawa, Canada.
Osteoarthritis Cartilage. 2017 Feb;25(2):249-258. doi: 10.1016/j.joca.2016.09.011. Epub 2016 Sep 23.
To estimate and project the productivity costs of work loss (PCWL) associated with osteoarthritis (OA) in Canada using the Population Health Model (POHEM).
We integrated an employment module based on 2006 Canadian Census into the previously developed microsimulation model of OA. The Canadian Community Health Survey (CCHS) Cycle 2.1 with an OA sample aged 25-64 (n = 7067) was used to calibrate the results of the employment module and to estimate the fraction of non-employment associated with OA. Probabilities of non-employment together with attributable fractions were then implemented in POHEM to estimate PCWL associated with OA from 2010 to 2031.
Among the OA population, 44.4% and 59.4% of non-employment due to illness was associated with OA for those not working full-year and part-year, respectively. According to POHEM projections, the size of the working age population with OA increased from 1.5 million in 2010 to 1.7 million in 2031. The PCWL associated with OA increased from $12 billion to $17.5 billion in constant 2008 Canadian dollars. Around 38% of this increase was due to the increase in OA prevalence and changes in demographics, while the rest was due to increase in real wage growth. Male and female OA patients between 55 and 64 years of age had the highest total projected PCWL, respectively.
The total PCWL associated with OA in Canada is estimated to be substantial and increasing in future years. Results of this study could be used to inform policies aiming to increase employment sustainability among individuals with OA.
使用人群健康模型(POHEM)估算并预测加拿大与骨关节炎(OA)相关的工作损失生产力成本(PCWL)。
我们将基于2006年加拿大人口普查的就业模块整合到先前开发的OA微观模拟模型中。使用25 - 64岁OA样本的加拿大社区健康调查(CCHS)第2.1轮(n = 7067)来校准就业模块的结果,并估算与OA相关的非就业比例。然后将非就业概率和归因比例应用于POHEM,以估算2010年至2031年与OA相关的PCWL。
在OA人群中,全年未工作和部分时间未工作的人群中,分别有44.4%和59.4%的因病非就业与OA相关。根据POHEM预测,患有OA的工作年龄人口规模从2010年的150万增加到2031年的170万。以2008年不变加元计算,与OA相关的PCWL从120亿加元增加到175亿加元。这一增长中约38%归因于OA患病率的上升和人口结构的变化,其余部分归因于实际工资增长的增加。55至64岁的男性和女性OA患者预计的PCWL总额最高。
据估计,加拿大与OA相关的PCWL总额巨大,且在未来几年还会增加。本研究结果可用于为旨在提高OA患者就业可持续性的政策提供参考。