Millá Perseguer Magdalena, Guadalajara Olmeda Natividad, Vivas Consuelo David
Departamento de salud Valencia-Hospital General, Conselleria de Sanitat, Generalitat Valenciana, Valencia, España.
Centro de Investigación en Ingeniería Económica, Universitat Politècnica de València, Valencia, España.
Aten Primaria. 2019 Apr;51(4):218-229. doi: 10.1016/j.aprim.2017.11.008. Epub 2018 Jun 13.
To analyze the prevalence of Cardiovascular Risk Factors (CVRF) in the context of a Basic Health Area and the impact they generate on morbidity and consumption of healthcare resources in the stratified population according to the Clinical System Risk Groups (CRG) in Primary Care, with the purpose of identifying the population with multimorbidity to apply preventive measures, as well as the one that generates the highest care burden and social needs.
Observational, cross-sectional and population-based study for a basic health area during 2013.
Department of Health 2 (Castellón), Comunidad Valenciana (CV). Includes outpatient care in Primary Care and specialized.
All citizens registered in the Population Information System, N=32,667.
From the computerized system Abucasis we obtained the demographic, clinical and consumption variables of health resources. We consider the prevalence of CVRF based on the presence or absence of the ICD.9.MC diagnostic codes. The relationship of the CVRF with the 9 CRG health states was analyzed and a predictive analysis was performed with the logistic regression model to evaluate the explanatory capacity of each variable. In addition, an explanatory model of ambulatory pharmaceutical expenditure was obtained through multivariate regression.
The population of health status CRG4 and above had multimorbidity. The CRG7 and 6 health states have a higher prevalence of CVRF; it was predictive that the higher the morbidity, the greater the consumption of resources through OR above the mean, p<0.05 and the 95% confidence intervals. It was observed that 59.8% of ambulatory pharmaceutical expenditure was explained by the CRG system and all the CVRF (p<0.05 and R corrected=0.598). Regarding the effect of the CVRF on the CRG health states, there was a significant association (p<0.05) for the alteration of blood glucose, dyslipidemia and HBP in all the CRG states.
The study of CVRF in a stratified population using the CRG system identifies and predicts where the greatest impact on morbidity and consumption of healthcare resources is generated. It allows us to know the groups of patients where to develop prevention and chronicity strategies. At the level of clinical practice, a new concept of multimorbidity is provided, defined from the state of health CRG 4 and above.
分析基层卫生区域内心血管危险因素(CVRF)的患病率,以及根据初级保健中的临床系统风险组(CRG)对分层人群的发病率和医疗资源消耗产生的影响,目的是识别患有多种疾病的人群以采取预防措施,以及确定产生最高护理负担和社会需求的人群。
2013年对一个基层卫生区域进行的观察性、横断面和基于人群的研究。
瓦伦西亚自治区(CV)卡斯蒂利亚-拉曼恰省卫生部2。包括初级保健和专科门诊护理。
人口信息系统中登记的所有公民,N = 32667。
从计算机系统Abucasis中,我们获取了人口统计学、临床和卫生资源消耗变量。我们根据ICD.9.MC诊断代码的存在与否来考虑CVRF的患病率。分析了CVRF与9个CRG健康状态之间的关系,并使用逻辑回归模型进行了预测分析,以评估每个变量的解释能力。此外,通过多元回归获得了门诊药品支出的解释模型。
CRG4及以上健康状态的人群患有多种疾病。CRG7和6健康状态的CVRF患病率较高;预测发病率越高,通过高于均值的比值比(OR)消耗的资源就越多,p<0.05且95%置信区间成立。观察到门诊药品支出的59.8%由CRG系统和所有CVRF解释(p<0.05且校正R = 0.598)。关于CVRF对CRG健康状态的影响,在所有CRG状态下,血糖改变、血脂异常和高血压之间存在显著关联(p<0.05)。
使用CRG系统对分层人群中的CVRF进行研究,可以识别并预测对发病率和医疗资源消耗产生最大影响的地方。它使我们能够了解在哪些患者群体中制定预防和慢性病管理策略。在临床实践层面,提供了一个新的多种疾病概念,从CRG 4及以上健康状态进行定义。