Bächle Christina, Claessen Heiner, Maier Werner, Tamayo Teresa, Schunk Michaela, Rückert-Eheberg Ina-Maria, Holle Rolf, Meisinger Christa, Moebus Susanne, Jöckel Karl-Heinz, Schipf Sabine, Völzke Henry, Hartwig Saskia, Kluttig Alexander, Kroll Lars, Linnenkamp Ute, Icks Andrea
Institute for Health Services Research and Health Economics, German Diabetes Centre, Leibniz Center for Diabetes Research at Heinrich-Heine-University, Düsseldorf, Germany.
German Center for Diabetes Research (DZD), München-Neuherberg, Germany.
PLoS One. 2018 Jan 25;13(1):e0191559. doi: 10.1371/journal.pone.0191559. eCollection 2018.
This population-based study sought to extend knowledge on factors explaining regional differences in type 2 diabetes mellitus medication patterns in Germany.
Individual baseline and follow-up data from four regional population-based German cohort studies (SHIP [northeast], CARLA [east], HNR [west], KORA [south]) conducted between 1997 and 2010 were pooled and merged with both data on regional deprivation and regional health care services. To analyze regional differences in any or newer anti-hyperglycemic medication, medication prevalence ratios (PRs) were estimated using multivariable Poisson regression models with a robust error variance adjusted gradually for individual and regional variables.
The study population consisted of 1,437 people aged 45 to 74 years at baseline, (corresponding to 49 to 83 years at follow-up) with self-reported type 2 diabetes. The prevalence of receiving any anti-hyperglycemic medication was 16% higher in KORA (PR 1.16 [1.08-1.25]), 10% higher in CARLA (1.10 [1.01-1.18]), and 7% higher in SHIP (PR 1.07 [1.00-1.15]) than in HNR. The prevalence of receiving newer anti-hyperglycemic medication was 49% higher in KORA (1.49 [1.09-2.05]), 41% higher in CARLA (1.41 [1.02-1.96]) and 1% higher in SHIP (1.01 [0.72-1.41]) than in HNR, respectively. After gradual adjustment for individual variables, regional deprivation and health care services, the effects only changed slightly.
Neither comprehensive individual factors including socioeconomic status nor regional deprivation or indicators of regional health care services were able to sufficiently explain regional differences in anti-hyperglycemic treatment in Germany. To understand the underlying causes, further research is needed.
这项基于人群的研究旨在拓展对德国2型糖尿病用药模式区域差异影响因素的认识。
汇总并整合了1997年至2010年间开展的四项德国区域人群队列研究(SHIP[东北部]、CARLA[东部]、HNR[西部]、KORA[南部])的个体基线和随访数据,同时纳入区域贫困状况和区域医疗服务数据。为分析使用任何一种或新型降糖药物的区域差异,采用多变量泊松回归模型估计用药患病率比(PRs),并逐步对个体和区域变量进行稳健误差方差调整。
研究人群基线时年龄为45至74岁(随访时对应49至83岁),均为自我报告患有2型糖尿病。接受任何降糖药物治疗的患病率在KORA地区比HNR地区高16%(PR 1.16[1.08 - 1.25]),在CARLA地区高10%(1.10[1.01 - 1.18]),在SHIP地区高7%(PR 1.07[1.00 - 1.15])。接受新型降糖药物治疗的患病率在KORA地区比HNR地区高49%(1.49[1.09 - 2.05]),在CARLA地区高41%(1.41[1.02 - 1.96]),在SHIP地区高1%(1.01[0.72 - 1.41])。在逐步调整个体变量、区域贫困状况和医疗服务后,这些影响仅略有变化。
包括社会经济地位在内的综合个体因素、区域贫困状况或区域医疗服务指标均无法充分解释德国降糖治疗的区域差异。要了解其潜在原因,还需进一步研究。