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2010 年至 2017 年期间哥伦比亚卡利市心血管疾病死亡率的空间变化。

Spatial variation of cardiovascular mortality in Cali, Colombia, between 2010 and 2017.

机构信息

School of Statistics, Universidad del Valle, Calle 13 # 100-00, Edificio E56, Ciudad Universitaria Meléndez, Cali, Colombia.

Division of Health, Municipality of Cali, Cali, Colombia.

出版信息

BMC Public Health. 2023 Mar 31;23(1):616. doi: 10.1186/s12889-022-14907-x.

Abstract

BACKGROUND

Cardiovascular disease (CVD) is the leading cause of mortality worldwide and in Colombia. The analysis of CVD mortality has been mainly relied on individual factors and rates, but occurrence is also related to contextual conditions. Understanding the distribution of CVD in a region will contribute to implement more focused-preventive and care interventions.

METHODS

Using the national mortality register established by the Department of National Statistics, standardized rates and spatial distribution of CVD mortality were estimated for Cali, Colombia, between 2010-2017. Global and local spatial aggregation was assessed using the Geary's C test and for each district standardized mortality ratios smoothed by the Bayesian empirical were estimated.

RESULTS

Over the period, CVD was the main cause of mortality with 28,804 deaths accounting for 23,8% of total deaths. The global CVD mortality rate varied from 235.9 to 257.4 per 100.000 habitants, with an average increase of 9.1% in the percentage change. The main cause of mortality were hypertensive diseases following by ischemic heart diseases and stroke. The standardized mortality ratios smoothed by the Bayesian empirical method showed that the districts 7, 13, 14, 15 and 16 located at the eastern area with the lowest socio-economic strata and the district 22 at the south of the city with the highest socio-economic strata had the high risks of CVD mortality. All these areas were at the boundary of the city. The the lowest risk was observed in districts 1 and 2 at the northwest area with the upper socio-economic strata. Over the study period, a spatial autocorrelation was found in the districts 1,9 10, 11, 12, 13, 14, 15, 19, and 21 by using the Geary's C test. The highest significant spatial association was found in the districts 1 and 21.

CONCLUSION

Of 22 districts in Cali, the highest risk of CVD mortality was found in three at the lowest and one in the upper socio-economic strata between 2013 and 2017. Over the period a global spatial aggregation was identified due mainly to districts peripherical located suggesting that there could be contextual conditions influencing the risk. Therefore, there is a need for considering local conditions to prevent CVD mortality.

摘要

背景

心血管疾病(CVD)是全球和哥伦比亚的主要死亡原因。CVD 死亡率的分析主要依赖于个体因素和比率,但发病也与环境条件有关。了解该地区 CVD 的分布情况将有助于实施更有针对性的预防和护理干预措施。

方法

使用国家统计局建立的国家死亡率登记处,估计了哥伦比亚卡利 2010-2017 年 CVD 死亡率的标准化率和空间分布。使用 Geary's C 检验评估了全球和局部空间聚集情况,并对每个区的标准化死亡率比进行了贝叶斯经验估计。

结果

在整个研究期间,CVD 是主要的死亡原因,共有 28804 人死亡,占总死亡人数的 23.8%。全球 CVD 死亡率从 235.9 到 257.4 每 10 万人不等,百分比变化的平均增长率为 9.1%。主要死因是高血压疾病,其次是缺血性心脏病和中风。贝叶斯经验方法平滑的标准化死亡率比显示,位于城市东部地区、社会经济地位最低的 7、13、14、15 和 16 区以及城市南部社会经济地位最高的 22 区,CVD 死亡率的风险较高。所有这些地区都位于城市的边界。西北部地区社会经济地位较高的 1 和 2 区风险最低。在研究期间,使用 Geary's C 检验发现,1、9、10、11、12、13、14、15、19 和 21 区存在空间自相关。在 1 和 21 区发现了最高的显著空间关联。

结论

在卡利的 22 个区中,2013 年至 2017 年间,三个区的社会经济地位最低,一个区的社会经济地位最高,CVD 死亡率的风险最高。在此期间,由于主要位于城市周边的区,发现了全球空间聚集,这表明可能存在影响风险的环境条件。因此,需要考虑当地情况来预防 CVD 死亡率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5c69/10064751/a7e9e51e03e4/12889_2022_14907_Fig1_HTML.jpg

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