Mayo-Gamble Tilicia L, Lin Hsien-Chang
Indiana University, Department of Applied Health Science, 1025 E 7th St, Ste 116, Bloomington, IN 47405. E-mail:
Am J Manag Care. 2014 Oct 1;20(10):e461-8.
Healthcare utilization and participation in diabetes management programs have shown to be beneficial to overall health in patients with type 2 diabetes mellitus (T2DM). To improve the effectiveness of healthcare activities on diabetes health outcomes, factors associated with healthcare activities such as physician seeking and participating in a diabetes management class need to be identified.
A retrospective multi-year cross-sectional analysis was conducted. Data were collected using data sets from the 2006 to 2010 Behavioral Risk Factor Surveillance System Survey. A Poisson regression was conducted to capture the influence of predisposing, enabling, and need factors on the number of physician visits for diabetes. A logistic regression was conducted to capture the influence of the aforementioned factors on participation in a diabetes management class.
Results of the Poisson regression indicate patients who were taking insulin, more frequently check for sores, or have hemoglobin exams, had made more physician visits (incident rate ratios = 1.34, 1.04, and 1.05, respectively; all P < .01). Results of the logistic regression indicate patients who were taking insulin or more frequently check for sores (odds ratio [OR] = 1.48, 1.37, 1.43, 0.74, 1.30, 1.07, and 1.06, respectively; all P < .01), were more likely to participate in a diabetes management class. Results also indicated patients who were male or married were less likely to participate in a diabetes management class (OR = 0.69, P < .05; OR = 0.81, P < .01 respectively).
Evidence supports sociological factors as important facilitators promoting healthcare utilization in patients with increased T2DM severity levels. Interventions to improve healthcare utilization should acknowledge sociological factors, particularly self-care factors.
医疗保健利用情况以及参与糖尿病管理项目已被证明对2型糖尿病(T2DM)患者的整体健康有益。为提高医疗保健活动对糖尿病健康结局的有效性,需要确定与医疗保健活动相关的因素,如就医和参加糖尿病管理课程。
进行了一项回顾性多年横断面分析。使用2006年至2010年行为危险因素监测系统调查的数据集收集数据。进行泊松回归以了解易患因素、促成因素和需求因素对糖尿病就诊次数的影响。进行逻辑回归以了解上述因素对参加糖尿病管理课程的影响。
泊松回归结果表明,正在使用胰岛素、更频繁检查溃疡或进行血红蛋白检查的患者就诊次数更多(发病率比分别为1.34、1.04和1.05;均P <.01)。逻辑回归结果表明,正在使用胰岛素或更频繁检查溃疡的患者(优势比[OR]分别为1.48、1.37、1.43、0.74、1.30、1.07和1.06;均P <.01)更有可能参加糖尿病管理课程。结果还表明,男性或已婚患者参加糖尿病管理课程的可能性较小(OR分别为0.69,P <.05;OR为0.81,P <.01)。
有证据支持社会因素是促进T2DM严重程度增加患者医疗保健利用的重要促进因素。改善医疗保健利用的干预措施应考虑社会因素,特别是自我护理因素。