Division of Management, Policy and Community Health, Michael and Susan Dell Center for Advancement of Healthy Living Institute for Health Policy, University of Texas School of Public Health-Austin Campus, USA.
Am J Manag Care. 2011;17(8):569-76.
To determine whether labor market effects were the result of diabetes per se or rather depended on the degree to which diabetes was controlled through management of blood sugar levels.
This study utilized data from a recently completed survey of households in Brownsville, Texas, a largely Mexican American community with a high prevalence of diabetes that is located on the Texas-Mexico border. Diabetes management, or control, was measured by blood sugar levels, glycosylated hemoglobin (A1C) levels, and interaction terms. Methods used were probit and Heckman regression.
Management of diabetes did not appear to have a discernible impact on labor market outcomes in the short run. However, diabetes was negatively associated with male productivity, particularly in males' propensity to work. The new American Diabetes Association (ADA) definition of diabetes is based on having an A1C level of <6.5%. Using the new ADA definition, diabetes was negatively associated with female productivity. Female productivity was also negatively associated with the new ADA definition of prediabetes (A1C levels between 5.7% and 6.4%). However, very few people with diabetes actually controlled their blood sugar or A1C levels.
These results imply that in order to avoid productivity losses associated with diabetes, more scarce prevention resources should be spent on prevention of the onset of diabetes than on the management of A1C for those already diagnosed with diabetes. For women, the prevention of prediabetes is key.
确定劳动力市场效应是糖尿病本身的结果,还是取决于通过控制血糖水平来控制糖尿病的程度。
本研究利用了德克萨斯州布朗斯维尔(Brownsville)最近完成的一项家庭调查数据,布朗斯维尔是一个以墨西哥裔美国人为主的社区,糖尿病发病率很高,位于德克萨斯州和墨西哥边境。糖尿病的管理或控制通过血糖水平、糖化血红蛋白(A1C)水平和交互项来衡量。使用的方法是概率单位和赫克曼回归。
短期内,糖尿病的管理似乎对劳动力市场结果没有明显影响。然而,糖尿病与男性的生产力呈负相关,尤其是在男性工作的倾向方面。新的美国糖尿病协会(ADA)糖尿病定义基于 A1C 水平<6.5%。使用新的 ADA 定义,糖尿病与女性生产力呈负相关。女性生产力也与新的 ADA 定义的前驱糖尿病(A1C 水平在 5.7%至 6.4%之间)呈负相关。然而,很少有人真正控制他们的血糖或 A1C 水平。
这些结果表明,为了避免与糖尿病相关的生产力损失,更多稀缺的预防资源应该用于预防糖尿病的发生,而不是用于已经被诊断为糖尿病的人的 A1C 管理。对于女性来说,预防前驱糖尿病是关键。