Katz Marcelo, Bosworth Hayden B, Lopes Renato D, Dupre Matthew E, Morita Fernando, Pereira Carolina, Franco Fabio G M, Prado Rogerio R, Pesaro Antonio E, Wajngarten Mauricio
Hospital Israelita Albert Einstein, Sao Paulo, SP, Brazil.
Department of Medicine, Division of General Internal Medicine, Duke University Medical Center, Durham, NC, USA.
Int J Cardiol. 2016 Dec 1;224:33-36. doi: 10.1016/j.ijcard.2016.08.309. Epub 2016 Aug 22.
The effect of socioeconomic stressors on the incidence of cardiovascular disease (CVD) is currently open to debate. Using time-series analysis, our study aimed to evaluate the relationship between unemployment rate and hospital admission for acute myocardial infarction (AMI) and stroke in Brazil over a recent 11-year span.
Data on monthly hospital admissions for AMI and stroke from March 2002 to December 2013 were extracted from the Brazilian Public Health System Database. The monthly unemployment rate was obtained from the Brazilian Institute for Applied Economic Research, during the same period. The autoregressive integrated moving average (ARIMA) model was used to test the association of temporal series. Statistical significance was set at p<0.05. From March 2002 to December 2013, 778,263 admissions for AMI and 1,581,675 for stroke were recorded. During this time period, the unemployment rate decreased from 12.9% in 2002 to 4.3% in 2013, while admissions due to AMI and stroke increased. However, the adjusted ARIMA model showed a positive association between the unemployment rate and admissions for AMI but not for stroke (estimate coefficient=2.81±0.93; p=0.003 and estimate coefficient=2.40±4.34; p=0.58, respectively).
From 2002 to 2013, hospital admissions for AMI and stroke increased, whereas the unemployment rate decreased. However, the adjusted ARIMA model showed a positive association between unemployment rate and admissions due to AMI but not for stroke. Further studies are warranted to validate our findings and to better explore the mechanisms by which socioeconomic stressors, such as unemployment, might impact on the incidence of CVD.
社会经济压力源对心血管疾病(CVD)发病率的影响目前尚无定论。本研究采用时间序列分析方法,旨在评估巴西近11年期间失业率与急性心肌梗死(AMI)和中风住院率之间的关系。
从巴西公共卫生系统数据库中提取2002年3月至2013年12月期间AMI和中风的月度住院数据。同期的月度失业率数据来自巴西应用经济研究所。采用自回归积分移动平均(ARIMA)模型检验时间序列的相关性。设定统计学显著性水平为p<0.05。2002年3月至2013年12月期间,共记录了778263例AMI住院病例和1581675例中风住院病例。在此期间,失业率从2002年的12.9%降至2013年的4.3%,而AMI和中风的住院率则有所上升。然而,调整后的ARIMA模型显示,失业率与AMI住院率呈正相关,与中风住院率无相关性(估计系数分别为2.81±0.93;p=0.003和2.40±4.34;p=0.58)。
2002年至2013年期间,AMI和中风的住院率上升,而失业率下降。然而,调整后的ARIMA模型显示,失业率与AMI住院率呈正相关,与中风住院率无相关性。有必要进一步开展研究以验证我们的研究结果,并更好地探索诸如失业等社会经济压力源可能影响CVD发病率的机制。