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条件模型估计与 2008-2010 年英格兰经济衰退相关的自杀人数增加。

A conditional model for estimating the increase in suicides associated with the 2008-2010 economic recession in England.

机构信息

Research Group on Statistics, Econometrics and Health (GRECS), University of Girona, Girona, Spain.

出版信息

J Epidemiol Community Health. 2013 Sep;67(9):779-87. doi: 10.1136/jech-2013-202645. Epub 2013 Jun 22.

Abstract

BACKGROUND

Although evidence of the effects of the economic crisis on suicides is quite low, a recent article shows that the increase in suicides in England between 2008 and 2010 could be associated with the rise in unemployment. Our study analysed whether this effect was the same for all regions of England, using a conditional model which explicitly allows estimation of regional time trends and the effects of unemployment on suicides at the regional level.

METHODS

Hierarchical mixed models were used to assess both, suicides attributable to the financial crisis and the association between unemployment and suicides. The number and the (age-standardised) rate of suicides, for men and women separately, were the dependent variables. We considered the nine English regions based on the NUTS 2 level.

RESULTS

There was an (not statistically significant) increase in the number of suicides between 2008 and 2010. The variation in rates was not statistically significant in England as a whole but there were statistically significant increases and decreases in some regions. Statistically significant associations between unemployment and suicides were only found at regional level. For men, statistically significant unemployment rates were positively associated with age-standardised suicide rates in the South West (0.384), North West (0.260) and North East (0.136), and negatively associated in the East of England (-0.444), East Midlands (-0.236) and London (-0.168).

CONCLUSIONS

The study provides evidence that, even with statistically significant associations, finding variability, but no clear pattern, between trends and associations and/or numbers and rates might in fact suggest relatively spurious relationships; this is a result of not controlling for confounders.

摘要

背景

尽管有关经济危机对自杀影响的证据相当有限,但最近的一篇文章表明,2008 年至 2010 年间英格兰自杀人数的增加可能与失业率上升有关。我们的研究使用条件模型分析了这种效应是否对英格兰所有地区都相同,该模型明确允许估计区域时间趋势和失业率对区域自杀率的影响。

方法

使用分层混合模型评估金融危机导致的自杀人数和失业率与自杀之间的关联。男性和女性分别将自杀人数和(年龄标准化)率作为因变量。我们根据 NUTS 2 级别考虑了英格兰的九个地区。

结果

2008 年至 2010 年间自杀人数略有增加(无统计学意义)。整个英格兰的死亡率变化没有统计学意义,但一些地区的死亡率有统计学意义的增加和减少。失业率与自杀之间仅在区域层面存在统计学显著关联。对于男性,南西部(0.384)、西北(0.260)和东北(0.136)的失业率与年龄标准化自杀率呈正相关,而英格兰东部(-0.444)、东米德兰兹(-0.236)和伦敦(-0.168)的失业率与年龄标准化自杀率呈负相关。

结论

该研究提供了证据表明,即使存在统计学上显著的关联,在趋势和关联之间以及/或数量和比率之间发现可变性但没有明确模式,实际上可能表明存在相对虚假的关系;这是由于未控制混杂因素所致。

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