Navarrabiomed-CHN-UPNA, C/ Irunlarrea 3. Recinto CHN, 31008, Pamplona, Spain.
Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Pamplona, Spain.
BMC Public Health. 2018 Mar 27;18(1):408. doi: 10.1186/s12889-018-5269-0.
The aim of this study was to determine if the achievement of control targets in patients with type 2 diabetes was associated with personal socioeconomic factors and if these associations were sex-dependent.
This cross-sectional, population-based study was conducted in Spain. Glycated haemoglobin (HbA1c) level and other clinical parameters were obtained from electronic primary care records (n = 32,638 cases). Socioeconomic status was determined using education level and yearly income. Among patients, having their HbA1c level checked during the previous year was considered as an indirect measure of the process of care, whereas tobacco use and clinical parameters such as HbA1c, low-density lipoprotein cholesterol (LDL-c) and blood pressure (BP) were considered intermediate control outcomes. General linear mixed effect models were used to assess associations.
The achievement of metabolic and cardiovascular control targets in patients with type 2 diabetes was associated with educational level and income, and socioeconomic gradients differed by sex. The probability of having had an HbA1c test performed in the previous year was higher in patients with lower education levels. Patients in the lowest income and education level categories were less likely to have reached the recommended HbA1c level. Males in the lowest education level categories were less likely to be non-smokers or to have achieved the blood pressure targets. In contrast, patients within the low income categories had a higher probability of reaching the recommended LDL-c level.
Our results suggest the presence of socioeconomic inequalities in the achievement of cardiovascular and metabolic control that differed in direction and magnitude depending on the measured outcome and sex of the patient. These findings may help health professionals focus on high-risk individuals to decrease health inequalities.
本研究旨在确定 2 型糖尿病患者的控制目标达标情况是否与个人社会经济因素有关,以及这些关联是否存在性别差异。
本横断面、基于人群的研究在西班牙进行。从电子初级保健记录中获取糖化血红蛋白(HbA1c)水平和其他临床参数(n=32638 例)。社会经济地位通过教育水平和年收入来确定。在患者中,HbA1c 水平在过去一年中得到检查被认为是护理过程的间接衡量标准,而吸烟和 HbA1c、低密度脂蛋白胆固醇(LDL-c)和血压(BP)等临床参数则被认为是中间控制结果。使用广义线性混合效应模型评估相关性。
2 型糖尿病患者的代谢和心血管控制目标达标情况与教育水平和收入有关,社会经济梯度因性别而异。HbA1c 检查在过去一年中进行的可能性在教育水平较低的患者中更高。收入和教育水平最低类别的患者更不可能达到推荐的 HbA1c 水平。教育水平最低类别的男性更不可能不吸烟或达到血压目标。相比之下,低收入类别的患者更有可能达到推荐的 LDL-c 水平。
我们的研究结果表明,在心血管和代谢控制的达标情况中存在社会经济不平等,其方向和程度因所测量的结果和患者的性别而异。这些发现可能有助于卫生专业人员关注高危人群,以减少健康不平等。