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Macroeconomic effects on mortality revealed by panel analysis with nonlinear trends

机译:对死亡率宏观经济效应揭示与非线性趋势小组分析

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摘要

Many investigations have used panel methods to study the relationships between fluctuations in economic activity and mortality. A broad consensus has emerged on the overall procyclical nature of mortality: perhaps counter-intuitively, mortality typically rises above its trend during expansions. This consensus has been tarnished by inconsistent reports on the specific age groups and mortality causes involved. We show that these inconsistencies result, in part, from the trend specifications used in previous panel models. Standard econometric panel analysis involves fitting regression models using ordinary least squares, employing standard errors which are robust to temporal autocorrelation. The model specifications include a fixed effect, and possibly a linear trend, for each time series in the panel. We propose alternative methodology based on nonlinear detrending. Applying our methodology on data for the 50 US states from 1980 to 2006, we obtain more precise and consistent results than previous studies. We find procyclical mortality in all age groups. We find clear procyclical mortality due to respiratory disease and traffic injuries. Predominantly procyclical cardiovascular disease mortality and countercyclical suicide are subject to substantial state-to-state variation. Neither cancer nor homicide have significant macroeconomic association.
机译:许多调查已使用面板方法研究经济活动波动与死亡率之间的关系。关于死亡率的总体顺周期性质已经达成了广泛共识:也许与直觉相反,死亡率通常在扩张期间超过趋势。关于特定年龄组和涉及的死亡原因的不一致的报道破坏了这种共识。我们显示出这些不一致的部分原因是先前面板模型中使用的趋势规格。标准计量经济学面板分析包括使用普通最小二乘法拟合回归模型,采用对时间自相关具有鲁棒性的标准误差。模型规范包括面板中每个时间序列的固定效应,可能还包括线性趋势。我们提出了基于非线性去趋势的替代方法。将我们的方法论应用于1980年至2006年美国50个州的数据,我们可以获得比以前的研究更为精确和一致的结果。我们发现所有年龄段的前周期性死亡率。我们发现由于呼吸系统疾病和交通伤害而导致的明显的周期性死亡。主要是前周期性心血管疾病的死亡率和反周期自杀的状态之间存在很大差异。癌症和凶杀都没有重大的宏观经济联系。

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