School of Pharmacy, Pharmaceutical Systems and Policy, West Virginia University, Morgantown, WV, USA.
Womens Health Issues. 2012 Mar;22(2):e201-8. doi: 10.1016/j.whi.2011.08.012. Epub 2011 Dec 1.
To measure the extent to which gender differences in poor lipid control among individuals at risk for cardiovascular diseases could be explained by patient-level characteristics.
Cross-sectional analyses of merged Veteran Health Administration (VHA) and Medicare claims data for the fiscal years (FY) 2002 and 2003 consisting of veterans using VHA facilities and were diagnosed with diabetes or heart disease or hypertension during FY 2002 and had recorded LDL cholesterol values in FY2003 (N = 527,568). There were 10,582 women and 516,986 men veterans. Poor lipid control was defined as LDL cholesterol values ≥130 mg/dL. Multivariate techniques consisted of logistic regressions. Based on the parameter estimates and distribution of individual characteristics, we used a decomposition technique to analyze factors that contributed to the gender difference in poor lipid control.
A significantly higher percent of women (27.4%) than men (17.1%) had LDL cholesterol values ≥130 mg/dL. Of the 10.3 percentage point difference in lipid control, 3.4 percentage points were explained by variables included in the model. The gender difference in poor lipid control was mostly explained by age, physical illnesses, use of lipid lowering medications and depression.
Only one-third of the gender difference in poor lipid control could be explained by differences in individual characteristics, some of which are modifiable or could be used to identify groups at risk with poor lipid control. Our findings suggest that gender differences in lipid control could be partially reduced by increasing the prescription of lipid lowering drugs and treating depression among women. Interventions that improve lipid control in the non-elderly will also benefit women. However the largest part of the difference in lipid control between women and men remains unexplained and further research is needed to identify additional modifiable and unmodifiable factors.
衡量心血管疾病风险个体中血脂控制不佳的性别差异在多大程度上可以用患者特征来解释。
对 2002 财年和 2003 财年退伍军人事务部(VHA)和医疗保险索赔数据的合并进行横断面分析,这些数据包括使用 VHA 设施的退伍军人,他们在 2002 财年被诊断患有糖尿病或心脏病或高血压,并在 2003 财年记录了 LDL 胆固醇值(N=527568)。共有 10582 名女性和 516986 名男性退伍军人。血脂控制不佳定义为 LDL 胆固醇值≥130mg/dL。多变量技术包括逻辑回归。基于参数估计和个体特征的分布,我们使用分解技术来分析导致血脂控制不佳的性别差异的因素。
患有 LDL 胆固醇值≥130mg/dL 的女性(27.4%)明显高于男性(17.1%)。在血脂控制方面的 10.3 个百分点的差异中,有 3.4 个百分点可以用模型中包含的变量来解释。血脂控制不佳的性别差异主要由年龄、身体疾病、使用降脂药物和抑郁解释。
只有三分之一的血脂控制不佳的性别差异可以用个体特征的差异来解释,其中一些是可改变的,或者可以用来识别血脂控制不佳的高危人群。我们的研究结果表明,通过增加降脂药物的处方和治疗女性的抑郁,可以部分减少血脂控制方面的性别差异。改善非老年人群血脂控制的干预措施也将使女性受益。然而,女性和男性之间在血脂控制方面的差异仍有很大一部分无法解释,需要进一步研究以确定其他可改变和不可改变的因素。