Seasonal variation of suicides and homicides in Finland

With special attention to statistical techniques used in seasonality studies.

Helinä Hakko

Department of Psychiatry
University of Oulu
Department of Forensic Psychiatry
University of Kuopio

Abstract

Seasonal variations of events are apparently playing an important part in various psychiatric conditions. To study the seasonal variation of a condition appears to be one useful approach to clarify the aetiology of a mental disorder and phenomena to which mental disorders are associated. In the present study the seasonal variations of suicides during the period of 1980-95 (n=21279) and homicides during the years 1957-95 (n=4553) in Finland were analysed. In addition, the use of statistical techniques for seasonality and some important characteristics of study samples were evaluated from 44 original suicide seasonality studies published between 1970-97. Special attention was paid to statistical methods for seasonality and these were reviewed in the summary part of this dissertation.

A statistically significant spring peak of suicides was found in both genders, in all age groups (aged 39 years or below, 40-64 years, and 65 years or more) and in violent (hanging, drowning, shooting, wrist-cutting, jumping from a height) and non-violent suicides (poisoning, gas, other methods). A secondary autumn peak of suicides was present in females and also associated with non-violent methods. The rate of violent suicides had increased significantly during 1980-90 and decreased thereafter, while the non-violent suicides had kept steadily increasing over the whole 16-year study period. The seasonal variation of violent suicides had remained stable and statistically significant over the whole study period, but the seasonality in non-violent suicides has diminished over time.

The seasonal pattern of homicides showed a statistically significant peak in summer and a trough in winter. The observed rate of homicides was about 6% higher in summer and 6% lower in winter than expected under the null hypothesis of a uniform distribution. Both the crude numbers of homicide and the rate of homicides per 100 000 population increased significantly over the 39-year study period. The increasing rate of homicides in Finland was accompanied by decreasing homicide seasonality. The seasonal trends in homicides correlated significantly (positive correlation) with the seasonal trends in the violent suicides over the period of 1980-95.

The use of particular statistical techniques was specified in the majority of the 44 reviewed suicide seasonality articles. This was considered as satisfactory, although in subgroup analyses and in comparisons of the seasonal pattern of suicides with phenomena other than suicides, researchers tended to interpret their study findings without a statistical significance test. In those 37 articles, which had actually examined the seasonal pattern of suicides with a statistical test, statistical methods varied from simple standard tests like the chi-square test (14 articles, 38%) to sophisticated time series analyses such as a spectral analysis (4 articles, 11%). The calendar effect (i.e. effect due to the unequal lengths of months and leap years) was reported to have been taken into account in only 10 out of 44 (22%) reviewed studies. The lack of reporting the size of a sample (12 articles, 27%) or monthly values of suicides (17 articles, 54%) was found to be a major deficit in the reviewed studies. On the basis of these findings it is recommended to carry out further surveys, which evaluate statistical content and use of statistical methods in published medical articles. These kinds of surveys remind researchers to consider more thoroughly methodological and statistical issues in their investigations.


Table of Contents
Acknowledgements
Abbreviations
List of original studies
1. Introduction
2. Review of the literature
2.1. Seasonal rhythms
2.1.1. Psychiatric epidemiology and chronobiology
2.1.2. Seasonality in psychiatry
2.2. Seasonal variation of suicides
2.2.1. Suicide research
2.2.2. Suicide seasonality
2.2.3. Meteorological factors and suicide seasonality
2.2.4. Social factors and suicide seasonality
2.2.5. Biological factors and suicide seasonality
2.2.6. Suicide seasonality in relation to seasonality of other death classes
2.2.7. Hospital admissions and suicide seasonality
2.2.8. Subgroup analyses in suicide seasonality studies
2.2.9. Secular trends in suicide seasonality
2.3. Seasonal variation of homicides
2.3.1. Definition of homicides
2.3.2. Homicide research
2.3.3. Seasonal variation in aggressive behaviour
2.3.4. Homicide seasonality
2.3.5. Meteorological factors and homicide seasonality
2.3.6. Biological factors and homicide seasonality
2.3.7. Subgroup analyses in homicide seasonality studies
2.3.8. Time trends in homicide seasonality
2.4. Methodology in seasonality studies
2.4.1. Time period
2.4.2. Sources for epidemiological information
2.4.3. Type and size of a time series
2.5. Statistical techniques for seasonality
2.5.1. Standard statistical techniques
2.5.2. Time series methods in frequency domain
2.5.3. Time series methods in time domain
3. Purpose of the study
4. Material and methods
4.1. Seasonal variation of suicides
4.1.1. Material
4.1.2. Statistical methods
4.2. Seasonal variation of homicides
4.2.1. Material
4.2.2. Statistical methods
4.3. Use of statistical techniques in studies of suicide seasonality
4.3.1. Material
4.3.2. Statistical methods and software
5. Results
5.1. Suicide seasonality in Finland during 1980-95
5.1.1. Suicides in Finland
5.1.2. Seasonal variation of suicides
5.1.3. Gender
5.1.4. Age groups
5.1.5. Suicide methods
5.1.6. Comparison of peak-to-trough differences between earlier studies
5.1.7. Trends in rates of violent and non-violent suicides
5.1.8. Secular trends in seasonality of violent and non-violent suicides
5.2. Homicide seasonality in Finland during 1957-95
5.2.1. Seasonal variation of homicides
5.2.2. Trends in rate of homicide occurrence
5.2.3. Time trends in homicide seasonality
5.3. Use of statistical techniques in studies of suicide seasonality
5.3.1. Characteristics of reviewed studies
5.3.2. Time period for seasonality
5.3.3. Seasonal distribution of a single time series
5.3.4. Suicide seasonality in subgroups of a population
5.3.5. Suicide seasonality related to seasonality of other phenomena
5.3.6. Reporting of statistical methods, references and software
5.3.7. Graphical presentations
6. Discussion
6.1. Suicide seasonality in Finland during 1980-95
6.1.1. Seasonal variation of suicides
6.1.2. Gender
6.1.3. Age groups
6.1.4. Suicide methods
6.1.5. Comparison of peak-to-trough differences between earlier studies
6.1.6. Trends in rates of violent and non-violent suicides
6.1.7. Secular trends in seasonality of violent and non-violent suicides
6.1.8. Methodological concerns
6.2. Homicide seasonality in Finland 1957-95
6.2.1. Seasonal variation of homicides
6.2.2. Time trends in the rate of homicides
6.2.3. Time trends in homicide seasonality
6.2.4. Methodological concerns
6.3. Use of statistical techniques in studies of suicide seasonality
6.3.1. Frequency in the use of statistical tests
6.3.2. Statistical techniques in a single time series
6.3.3. Seasonality in subgroups of a population
6.3.4. Suicide seasonality related to seasonality in other phenomena
6.3.5. Characteristics of the data
6.3.6. Methodological concerns
7. Summary and conclusions
7.1. Seasonal variation of suicides in Finland during 1980-95
7.2. Seasonal variation of homicides in Finland during 1957-95
7.3. Use of statistical techniques in studies of suicide seasonality
References
List of Tables
1. The range of periods of biological rhythms of different frequency (Haus et al. 1980, Hyman 1990).
2. Variables used to describe weather and other meteorological conditions in suicide seasonality studies.
3. Codes for deaths due to suicides according to the International Classification of Diseases (ICD-9) (World Health Organization 1977).
4. Codes for homicides according to the International Classification of Disease (ICD-9) (World Health Organisation 1977).
5. All suicides in Finland during 1980-95 by gender and age groups.
List of Figures
1. The monthly ratios of suicides by gender, Finland 1980-95.
2. Monthly ratios of suicides by age groups, Finland 1980-95.
3. Observed and expected number of homicides by month, Finland 1957-95.