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

被引:23
作者
Alfredo Fernandez-Nino, Julian [1 ]
Iveth Astudillo-Garcia, Claudia [2 ]
Bojorquez-Chapela, Ietza [3 ]
Morales-Carmona, Evangelina [1 ]
Alejandra Montoya-Rodriguez, Airain [4 ]
Sofia Palacio-Mejia, Lina [1 ]
机构
[1] Natl Inst Publ Hlth Mexico, Informat Ctr Decis Publ Hlth CENIDSP, Cuernavaca, Morelos, Mexico
[2] Mexico Sch Publ Hlth, Cuernavaca, Morelos, Mexico
[3] Colegio Frontera Norte, Dept Populat Studies, Tijuana, Mexico
[4] Natl Inst Publ Hlth Mexico, Dept Reprod Hlth, Populat Hlth Res Ctr, Cuernavaca, Morelos, Mexico
关键词
DEPENDENT SPECTRAL-ANALYSIS; TIME-SERIES; SPATIAL HIERARCHIES; DENGUE EPIDEMICS; SAO-PAULO; RATES; MORTALITY; REGRESSION; HOLIDAYS; GENDER;
D O I
10.1371/journal.pone.0146495
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:20
相关论文
共 78 条
[1]   Time-dependent spectral analysis of nonstationary time series [J].
Adak, S .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1998, 93 (444) :1488-1501
[2]   Gender ratio comparisons of the suicide rates and methods in Korea, Japan, Australia, and the United States [J].
Ahn, Myung Hee ;
Park, Subin ;
Ha, Kyooseob ;
Choi, Soon Ho ;
Hong, Jin Pyo .
JOURNAL OF AFFECTIVE DISORDERS, 2012, 142 (1-3) :161-165
[3]   Are seasonalities in suicide dependent on suicide methods?: A reappraisal [J].
Ajdacic-Gross, V ;
Wang, J ;
Bopp, M ;
Eich, D ;
Rössler, W ;
Gutzwiller, F .
SOCIAL SCIENCE & MEDICINE, 2003, 57 (07) :1173-1181
[4]   Methods of suicide:: international suicide patterns derived from the WHO mortality database [J].
Ajdacic-Gross, Vladeta ;
Weiss, Mitchell G. ;
Ring, Mariann ;
Hepp, Urs ;
Bopp, Matthias ;
Gutzwiller, Felix ;
Roessler, Wulf .
BULLETIN OF THE WORLD HEALTH ORGANIZATION, 2008, 86 (09) :726-732
[5]   Seasonal associations between weather conditions and suicide -: Evidence against a classic hypothesis [J].
Ajdacic-Gross, Vladeta ;
Lauber, Christoph ;
Sansossio, Roberto ;
Bopp, Matthias ;
Eich, Dominique ;
Gostynski, Michael ;
Gutzwiller, Felix ;
Roessler, Wulf .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2007, 165 (05) :561-569
[6]   Seasonality in suicide - A review and search of new concepts for explaining the heterogeneous phenomena [J].
Ajdacic-Gross, Vladeta ;
Bopp, Matthias ;
Ring, Mariann ;
Gutzwiller, Felix ;
Rossler, Wulf .
SOCIAL SCIENCE & MEDICINE, 2010, 71 (04) :657-666
[7]  
[Anonymous], 2012, PUBLIC HLTH ACTION P
[8]  
[Anonymous], 2003, SINT MET EST VIT
[9]  
[Anonymous], 2015, PROBL RUR URB
[10]  
[Anonymous], 2015, EST OC EMPL