Data
Various data sources have been used in this study. Data on antidepressant prescriptions come from the GIP, an information system of the Health Care Insurance Board, and is available for the period 1994–2008. It contains information on prescription drugs prescribed by general practitioners and specialists, dispensed by pharmacists, general practitioners and other outlets and are reimbursed under the Health Care Insurance Act. The GIP databases contain data from a representative sample of more than 12 million people (three fourths of the Dutch population). The sample has been obtained from 18 health insurance organisations and has been extrapolated to the size of the entire Dutch population.
Detailed GIP data per type of antidepressant [total antidepressants (AD), SSRI and venlafaxine (Ve)] per age category and gender were, however, only available for the period 2002–2008. In order to calculate the total number of users per type of antidepressant group by gender and age group for the period 1996–2001, we measured the average fraction of users per antidepressant by gender and age group for the period 2002–2008. In this time period (2002–2008), the fraction of users by gender and age remained stable (AD: males 15–30—0.03, males 30–60—0.23, males 60+—0.09; females 15–30—0.06, females 30–60—0.39, females 60+—0.21; SSRI: males 15–30—0.03, males 30–60—0.23, males 60+—0.08; females 15–30—0.07, females 30–60—0.42, females 60+—0.18; Ve: males 15–30—0.03, males 30–60—0.27, males 60+—0.64; females 15–30—0.07, females 30–60—0.42, females 60+—0.14). Subsequently, we applied the fraction of users per antidepressant by gender and group to the period 1996–2001 to calculate the total number of users by gender and age group, to allow for the calculation of user rates per 100,000.
Homicide data were collected from the Dutch Homicide Monitor, an ongoing data collection effort that includes the characteristics of incidents, victims and perpetrators of all homicide cases in the Netherlands from 1992 onwards (Nieuwbeerta 2007). Homicide was defined as a lethal offence which has been categorized as either murder (art. 289 and 291 Dutch Code of Criminal Law) or manslaughter (art. 287, 288 and 290 Dutch Code of Criminal Law). The information in this data set is based on various sources, which partially overlap and complement each other and include the following: homicide-related articles generated by the Netherlands National News Agency (ANP), annual summaries of homicides from Elsevier (a weekly magazine), files from the National Bureau of Investigation (NRI), the Public Prosecution Office, the Judicial Information Service, the Ministry of Justice and the Criminal Justice Knowledge Centre (WODC).
Data on homicide—suicide events were also obtained from the Dutch Homicide Monitor and supplemented with additional information stemming from newspaper articles. A homicide—suicide involved a homicide followed by the suicide of the perpetrator within 1 week of the preceding homicide.
Suicide data were retrieved from the dataset Causes of Death Statistics from the Dutch Central Bureau of Statistics, Statistics Netherlands (CBS). For the overall population, suicide data were available for the period 1994–2008. For subpopulations by gender and age, data were available from 1996 onwards. There have been no changes in the way suicides were reported in the Netherlands since 1996.
Cases were classified as suicides based on the cause of death given in the certificates from the doctor or forensic pathologist (ICD-10 codes X60-X84). Such officially reported mortality data are considered reasonably sound (Móscicki 1997). Undetermined deaths are not included in the CBS dataset. Not including undetermined deaths leads to underestimation and including leads to overestimation of suicide rates. For the purpose of this study, changes over time are important. The above-mentioned data sets are described in more detail elsewhere (Liem 2010).
Analysis
Multiple linear regression was used to examine the association between the dependent variables homicide, suicide and homicide–suicide rates and the independent variables of antidepressant use. Antidepressant use was split into three variables: The total use of antidepressants (AD), the total use of SSRIs (SSRI) and the total use of SSRIs including venlafaxine (SSRI+Ve). The reason for combining the use of SSRIs and venlafaxine is research suggesting that venlafaxine acts as an SSRI at 75 mg a day and as a dual 5-HT and NE reuptake inhibitor at higher doses (225 and 375 mg a day, Debonnel et al. 2007).
Total user rates and mortality rates were calculated based on population figures for each year. Separate sets of regression analyses were conducted for each independent variable (homicide rate, suicide rate and homicide–suicide rate). In addition, we conducted analyses on six subgroups by age and gender. Separate sets of regression analyses were conducted per subgroup to determine the relation between antidepressant use and lethal violence. Homicide rates for males above 60 and females in all age categories are extremely low and therefore not reported. The same accounts for the homicide–suicide rate by age and gender subcategories. Given its rare incidence, especially when disaggregated by age and gender category, these subanalyses are not reported (Liem et al. 2009). Statistical analyses were performed with SPSS version 17.0.