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墨西哥自杀周期:2000 - 2013年季节性的全国性分析

The Mexican Cycle of Suicide: A National Analysis of Seasonality, 2000-2013.

作者信息

Fernández-Niño Julián Alfredo, Astudillo-García Claudia Iveth, Bojorquez-Chapela Ietza, Morales-Carmona Evangelina, Montoya-Rodriguez Airain Alejandra, Palacio-Mejia Lina Sofia

机构信息

Information Center for Decisions in Public Health (CENIDSP), National Institute of Public Health of Mexico, Cuernavaca, Mexico.

Mexico School of Public Health, Cuernavaca, Mexico.

出版信息

PLoS One. 2016 Jan 11;11(1):e0146495. doi: 10.1371/journal.pone.0146495. eCollection 2016.

Abstract

INTRODUCTION

Suicide is a complex and multifactorial phenomenon with growing importance to public health. An increase in its occurrence has been observed in Mexico over the past 10 years. The present article analyzes the secular trend in suicide at the national level between the years 2000 and 2013.

MATERIALS AND METHODS

All suicides during the study period (n = 64,298, of which 82.11% were men) were characterized using a spectral decomposition of the time series and a wavelet analysis to evaluate the effect of seasonal changes, type of area (urban versus rural) and sex.

RESULTS

A seasonal pattern was observed with statistically significant cycles every 12 months, where peaks were identified in May but only for men in urban zones as of the year 2007. In addition, specific days of the year were found to have a higher frequency of suicides, which coincided with holidays (New Year, Mother's Day, Mexican Independence Day and Christmas).

CONCLUSION

A wavelet analysis can be used to decompose complex time series. To the best of our knowledge, this is the first application of this technique to the study of suicides in developing countries. This analysis enabled identifying a seasonal pattern among urban men in Mexico. The identification of seasonal patterns can help to create primary prevention strategies, increase the dissemination of crisis intervention strategies and promote mental health. These strategies could be emphasized during specific periods of the year and directed towards profiles with a higher risk.

摘要

引言

自杀是一种复杂的多因素现象,对公共卫生的重要性日益增加。在过去10年中,墨西哥自杀事件的发生率有所上升。本文分析了2000年至2013年期间全国范围内自杀的长期趋势。

材料与方法

研究期间的所有自杀事件(n = 64,298,其中82.11%为男性)采用时间序列的谱分解和小波分析进行特征描述,以评估季节变化、地区类型(城市与农村)和性别的影响。

结果

观察到一种季节性模式,每12个月有统计学显著的周期,其中在5月出现峰值,但仅在2007年之后城市地区的男性中出现。此外,发现一年中的特定日子自杀频率较高,这些日子与节假日(新年、母亲节、墨西哥独立日和圣诞节)重合。

结论

小波分析可用于分解复杂的时间序列。据我们所知,这是该技术首次应用于发展中国家的自杀研究。该分析能够识别墨西哥城市男性中的季节性模式。识别季节性模式有助于制定一级预防策略、增加危机干预策略的传播并促进心理健康。这些策略可在一年中的特定时期得到强调,并针对风险较高的人群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b66/4709116/98e84ead4304/pone.0146495.g001.jpg

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