A. Y. Wang, The Johns Hopkins University School of Medicine, Baltimore, MD, USA M. S. Wong, Health Services Research & Development, Center for the Study of Healthcare Innovation, Implementation & Policy, US Department of Veteran Affairs, Los Angeles, CA, USA C. J. Humbyrd, Department of Orthopedic Surgery, The Johns Hopkins University/Johns Hopkins Bayview Medical Center, Baltimore, MD, USA.
Clin Orthop Relat Res. 2018 Dec;476(12):2301-2308. doi: 10.1097/CORR.0000000000000511.
Cost-containment strategies may discourage hospitals from performing surgery for patients with preexisting risk factors such as those with high body mass index (BMI), those with high hemoglobin A1c (HbA1c), or those who smoke cigarettes. Because these risk factors may not appear in equal proportions across the population, using these risk factors as inflexible eligibility criteria for lower extremity joint arthroplasty may exacerbate existing racial-ethnic, gender, and socioeconomic disparities pertaining to access to an operation that can improve health and quality of life. However, any effects on such disparities have not yet been quantified nor have the groups been identified that may be most affected by inflexible eligibility criteria.
QUESTIONS/PURPOSES: Does the use of inflexible eligibility criteria related to (1) BMI; (2) HbA1c level; and (3) smoking status potentially decrease the odds of lower extremity joint arthroplasty eligibility for members of racial-ethnic minority groups, women, and those of lower socioeconomic status more than it does for non-Hispanic whites, men, and those of higher socioeconomic status?
We pooled data from 21,294 adults aged ≥ 50 years from the 1999-2014 National Health and Nutrition Examination Survey (NHANES). NHANES is a nationally administered series of surveys that assess the health and nutritional status of the US population and collect information on many risk factors for diseases. NHANES is uniquely suited to examine our study questions because it includes data from physical examinations and laboratory assessments as well as comprehensive questionnaires, and it is nationally representative. We determined the odds of lower extremity arthroplasty eligibility by running separate multivariable logistic regressions for each criterion (that is, for each dependent variable): (1) BMI < 35 kg/m; (2) BMI < 40 kg/m; (3) HbA1c < 8%; and (4) current nonsmoker status. Independent variables of interest were race-ethnicity, gender, educational level, and annual household income. Each model included all independent variables of interest, age, and survey year.
The BMI < 35-kg/m criterion resulted in lower arthroplasty eligibility for non-Hispanic blacks compared with non-Hispanic whites (odds ratio [OR], 0.62; 95% confidence interval [CI], 0.55-0.70; p < 0.001), women versus men (OR, 0.61; 95% CI, 0.55-0.69; p < 0.001), individuals of lower socioeconomic status versus those of higher socioeconomic status (annual household income < USD 45,000 versus ≥ USD 45,000 [OR, 0.81; 95% CI, 0.71-0.93; p = 0.002], and those with a high school degree or less versus those with a degree beyond a high school degree (OR, 0.66; 95% CI, 0.57-0.77; p < 0.001). The HbA1c < 8% criterion resulted in lower arthroplasty eligibility for non-Hispanic blacks (OR, 0.44; 95% CI, 0.37-0.53; p < 0.001) and Hispanics (OR, 0.41; 95% CI, 0.33-0.51; p < 0.001) versus non-Hispanic whites, for individuals of lower socioeconomic status versus those of higher socioeconomic status (OR, 0.73; 95% CI, 0.56-0.94; p = 0.015), and for those with a high school degree or less versus those with a degree beyond a high school degree (OR, 0.58; 95% CI, 0.44-0.77; p < 0.001). Excluding smokers resulted in lower arthroplasty eligibility for non-Hispanic blacks versus non-Hispanic whites (OR, 0.84; 95% CI, 0.73-0.97; p = 0.019), for individuals of lower socioeconomic status versus those of higher socioeconomic status (OR, 0.53; 95% CI, 0.47-0.61; p < 0.001), and for those with a high school degree or less versus those with a degree beyond a high school degree (OR, 0.29; 95% CI, 0.24-0.35; p < 0.001).
Payment structures and clinical decision-making algorithms that set inflexible cutoffs with respect to BMI, HbA1c, and smoking status disproportionately discourage performing lower extremity arthroplasty for non-Hispanic blacks and individuals of lower socioeconomic status. We do not advocate performing elective surgery for patients with multiple, uncontrolled medical comorbidities. However, ample evidence suggests that many patients whose BMI values are > 35 kg/m (or even > 40 kg/m) may be reasonable candidates for arthroplasty surgery, and BMI is not an easily modifiable risk factor for many patients. We discourage across-the-board cutoff parameters in these domains because such cutoffs will worsen current racial-ethnic, gender-based, and socioeconomic disparities and limit access to an operation that can improve quality of life.
Level III, economic and decision analysis.
对于存在肥胖症指数(BMI)、高血红蛋白 A1c(HbA1c)或吸烟等既往风险因素的患者,成本控制策略可能会促使医院避免为其进行手术。这些风险因素在人群中的分布可能并不均衡,因此,如果将这些风险因素作为下肢关节置换术的硬性准入标准,可能会加剧与手术机会相关的现有的种族、性别和社会经济差异,而这些手术可以改善健康和生活质量。然而,这些差异的任何影响都尚未量化,也没有确定可能受到硬性准入标准影响最大的群体。
问题/目的:(1)BMI;(2)HbA1c 水平;(3)吸烟状况等不灵活的准入标准是否会降低非西班牙裔黑人、女性和社会经济地位较低者进行下肢关节置换术的可能性,而非西班牙裔白人、男性和社会经济地位较高者的可能性是否大于他们?
我们从 1999 年至 2014 年全国健康和营养检查调查(NHANES)的 21294 名年龄≥50 岁的成年人中提取数据。NHANES 是一项全国性的调查系列,旨在评估美国人口的健康和营养状况,并收集许多疾病的风险因素信息。NHANES 非常适合我们的研究,因为它包含了来自体格检查和实验室评估的信息,以及全面的问卷,并且具有全国代表性。我们通过运行每个标准的多变量逻辑回归来确定下肢关节置换术的可能性,即每个依赖变量:(1)BMI<35kg/m;(2)BMI<40kg/m;(3)HbA1c<8%;(4)当前非吸烟者状态。感兴趣的自变量是非西班牙裔黑人、女性、教育水平和年收入。每个模型都包含所有感兴趣的自变量、年龄和调查年份。
BMI<35kg/m 的标准导致非西班牙裔黑人的下肢关节置换术可能性低于非西班牙裔白人(比值比[OR],0.62;95%置信区间[CI],0.55-0.70;p<0.001),女性低于男性(OR,0.61;95%CI,0.55-0.69;p<0.001),社会经济地位较低者低于社会经济地位较高者(年收入<45000 美元与≥45000 美元[OR,0.81;95%CI,0.71-0.93;p=0.002]),以及高中学历以下者低于高中学历以上者(OR,0.66;95%CI,0.57-0.77;p<0.001)。HbA1c<8%的标准导致非西班牙裔黑人(OR,0.44;95%CI,0.37-0.53;p<0.001)和西班牙裔(OR,0.41;95%CI,0.33-0.51;p<0.001)的下肢关节置换术可能性低于非西班牙裔白人,社会经济地位较低者低于社会经济地位较高者(OR,0.73;95%CI,0.56-0.94;p=0.015),以及高中学历以下者低于高中学历以上者(OR,0.58;95%CI,0.44-0.77;p<0.001)。排除吸烟者后,非西班牙裔黑人的下肢关节置换术可能性低于非西班牙裔白人(OR,0.84;95%CI,0.73-0.97;p=0.019),社会经济地位较低者低于社会经济地位较高者(OR,0.53;95%CI,0.47-0.61;p<0.001),以及高中学历以下者低于高中学历以上者(OR,0.29;95%CI,0.24-0.35;p<0.001)。
对于 BMI、HbA1c 和吸烟状况等不灵活的支付结构和临床决策算法,设定硬性截止值可能会不成比例地降低非西班牙裔黑人及社会经济地位较低者进行下肢关节置换术的可能性。我们不提倡为患有多种不可控合并症的患者进行择期手术。然而,大量证据表明,许多 BMI 值>35kg/m(甚至>40kg/m)的患者可能是关节置换手术的合理候选者,并且 BMI 对许多患者来说并不是一个易于改变的风险因素。我们反对在这些领域采用一刀切的截止值,因为这将加剧现有的种族、性别和社会经济差异,并限制那些可以改善生活质量的手术机会。
三级,经济和决策分析。