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使用部分比例优势模型理解经济衰退与自评健康状况:对26个国家的分析

Understanding Recession and Self-Rated Health with the Partial Proportional Odds Model: An Analysis of 26 Countries.

作者信息

Mayer Adam, Foster Michelle

机构信息

Department of Sociology, Colorado State University, Fort Collins, Colorado, United States of America.

Department of Food Science and Human Nutrition, Colorado State University, Fort Collins, Colorado, United States of America.

出版信息

PLoS One. 2015 Oct 29;10(10):e0140724. doi: 10.1371/journal.pone.0140724. eCollection 2015.

Abstract

INTRODUCTION

Self-rated health is demonstrated to vary substantially by both personal socio-economic status and national economic conditions. However, studies investigating the combined influence of individual and country level economic indicators across several countries in the context of recent global recession are limited. This paper furthers our knowledge of the effect of recession on health at both the individual and national level.

METHODS

Using the Life in Transition II study, which provides data from 19,759 individuals across 26 European nations, we examine the relationship between self-rated health, personal economic experiences, and macro-economic change. Data analyses include, but are not limited to, the partial proportional odds model which permits the effect of predictors to vary across different levels of our dependent variable.

RESULTS

Household experiences with recession, especially a loss of staple good consumption, are associated with lower self-rated health. Most individual-level experiences with recession, such as a job loss, have relatively small negative effects on perceived health; the effect of individual or household economic hardship is strongest in high income nations. Our findings also suggest that macroeconomic growth improves self-rated health in low-income nations but has no effect in high-income nations. Individuals with the greatest probability of "good" self-rated health reside in wealthy countries ($23,910 to $50, 870 GNI per capita).

CONCLUSION

Both individual and national economic variables are predictive of self-rated health. Personal and household experiences are most consequential for self-rated health in high income nations, while macroeconomic growth is most consequential in low-income nations.

摘要

引言

自我评估健康状况被证明会因个人社会经济地位和国家经济状况而有很大差异。然而,在近期全球经济衰退背景下,研究多个国家个人和国家层面经济指标综合影响的研究有限。本文进一步增进了我们对衰退在个人和国家层面上对健康影响的认识。

方法

利用“转型中的生活II”研究,该研究提供了来自26个欧洲国家的19759个人的数据,我们研究了自我评估健康状况、个人经济经历和宏观经济变化之间的关系。数据分析包括但不限于部分比例优势模型,该模型允许预测变量的影响在我们因变量的不同水平上有所变化。

结果

家庭在衰退中的经历,尤其是主食消费的减少,与较低的自我评估健康状况相关。大多数个人层面的衰退经历,如失业,对感知健康的负面影响相对较小;个人或家庭经济困难的影响在高收入国家最为强烈。我们的研究结果还表明,宏观经济增长在低收入国家能改善自我评估健康状况,但在高收入国家则没有影响。自我评估健康状况为“良好”可能性最大的个人居住在富裕国家(人均国民总收入23910美元至50870美元)。

结论

个人和国家层面的经济变量都能预测自我评估健康状况。个人和家庭经历在高收入国家对自我评估健康状况影响最大,而宏观经济增长在低收入国家影响最大。

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