Cornelia Leontine van Vuuren1,2, Marcel Franciscus van der Wal1, Pim Cuijpers3, Mai Jeanette Maidy Chinapaw2. 1. Department of Epidemiology, Health Promotion and Healthcare Innovation, Public Health Service (GGD) Amsterdam, The Netherlands. 2. Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, The Netherlands. 3. Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands.
Abstract
Background: The incidence of first suicidal thoughts and behaviors (STBs) peaks during early adolescence. After experiencing their first STBs, adolescents differ greatly in the extent to which they continue to have STBs. Aim: We determined the course of STBs in Dutch students at two ages: 13-14 years (t1) and 15-16 years (t2). Methods: Longitudinal data on STBs and sociodemographic factors were collected by self-report (n = 8,499). Associations between having STBs at t1 and t2 were determined with multinomial logistic regression analysis. Results: Students who reported suicidal thoughts at baseline (n = 1,077; 13%) reported suicidal thoughts (OR = 6.60; 95% CI [5.52, 7.88]) and suicidal attempts (OR = 6.97; 95% CI [4.20, 11.54]) at t2 more often than students with no STBs at t1. Students who reported a suicidal attempt at baseline (n = 144; 2%) also reported suicidal thoughts and suicidal attempts more often at t2 (OR = 5.98; 95% CI [3.89, 9.21]; OR = 30.00; 95% CI [15.84, 56.82], respectively). Limitations: The use of confidential self-reported data and the loss of cases after merging could have biased the results. Conclusion: For a subgroup of adolescents, STBs persisted and worsened over the 2 years. This demonstrates the importance of accurate identification of those at increased risk of suicide, in combination with personalized care.
Background: The incidence of first suicidal thoughts and behaviors (STBs) peaks during early adolescence. After experiencing their first STBs, adolescents differ greatly in the extent to which they continue to have STBs. Aim: We determined the course of STBs in Dutch students at two ages: 13-14 years (t1) and 15-16 years (t2). Methods: Longitudinal data on STBs and sociodemographic factors were collected by self-report (n = 8,499). Associations between having STBs at t1 and t2 were determined with multinomial logistic regression analysis. Results: Students who reported suicidal thoughts at baseline (n = 1,077; 13%) reported suicidal thoughts (OR = 6.60; 95% CI [5.52, 7.88]) and suicidal attempts (OR = 6.97; 95% CI [4.20, 11.54]) at t2 more often than students with no STBs at t1. Students who reported a suicidal attempt at baseline (n = 144; 2%) also reported suicidal thoughts and suicidal attempts more often at t2 (OR = 5.98; 95% CI [3.89, 9.21]; OR = 30.00; 95% CI [15.84, 56.82], respectively). Limitations: The use of confidential self-reported data and the loss of cases after merging could have biased the results. Conclusion: For a subgroup of adolescents, STBs persisted and worsened over the 2 years. This demonstrates the importance of accurate identification of those at increased risk of suicide, in combination with personalized care.
Entities:
Keywords:
adolescents; longitudinal; suicidal thoughts and behaviors; suicide
Recent research showed potential increasing
mental health problems and self-harm among adolescents (Morgan et al., 2017; van Vuuren, Uitenbroek,
van der Wal, & Chinapaw, 2018). Early adolescence is also a peak time for the
incidence of first suicidal thoughts and behaviors (STBs), such as plans and attempts to die by
suicide (Nock et al., 2008). After experiencing
these first STBs, adolescents differ greatly in the degree to which they continue to have STBs,
from no or decreasing suicidal thoughts to going on to make a suicide plan or attempt (Goldston et al., 2016; Nock et al., 2008). This leaves an important question unanswered: Are
STBs generally a temporary phenomenon in early adolescence that naturally fades away, or are
preventive interventions needed? Surveys of STBs among adolescents reported mean lifetime
estimates of approximately 30%, suggesting that STBs are common in adolescents (Evans, Hawton, Rodham, & Deeks, 2005; Kokkevi, Rotsika, Arapaki, & Richardson, 2012).
Themes such as life, dying, and suicide are
common in thoughts of young adolescents (de Kinder, van
Vaerenbergh, & Vanhoornissen, 2009). In some, STBs may reflect a developing
understanding of mortality. In others, STBs may indicate significant risk of a suicidal act
(Evans et al., 2005). Evidence suggest that
most self-harming behavior in adolescents resolves spontaneously (Moran et al., 2012). However, to the best of our knowledge no other
population-based studies have examined the longitudinal course of STBs to test whether the
increase in STBs during early adolescence is transient or is a risk factor for continuing STBs.
This knowledge is important for accurate identification of suicidal adolescents in need of
referral. We therefore determined the course of STBs in Dutch multiethnic students over a
period of 2 years.
Compliance With Ethical
Standards
This study is registered at the Dutch Data
Protection Authority and meets national ethics and privacy requirements. Medical ethical
approval was sought before analysis, but the ethics board ruled that observational studies
using anonymized data are not subject to ethical approval.
Informed Consent
Passive informed consent was obtained from
all individual participants included in the study.
Methods
All secondary schools in Amsterdam require
routine health assessments of their students in the eight and tenth grade by the Amsterdam
Public Health Service (GGD). This assessment includes the completion of a self-reported
electronic health questionnaire, during school hours under supervision of a teacher and nurse.
The data in this study were obtained from this questionnaire.Suicidal thoughts and suicide attempts were
assessed by two questions: (1) "During the past 12 months, have you ever
seriously thought about ending your life?"; and (2) "During the past 12 months,
have you made an attempt to end your life?" – in line with widely accepted
definitions of suicidal thoughts and attempts (Silverman, Berman, Sanddal, O'Carroll, & Joiner, 2007a, 2007b). The response categories for the first question were
dichotomized into no (never) or yes
(other categories). The response categories for the second question were
no or yes. Sociodemographic factors included age, sex,
ethnic origin, educational level, and family composition. Details about this research project,
including ethical procedures, are described elsewhere (van Vuuren et al., 2018).To explore the 2-year longitudinal associations,
we used data from three cohorts. The first data wave was collected in school years 2010–2011
(Cohort 1), 2011–2012 (Cohort 2), and 2012–2013 (Cohort 3). At that time the students were in
the eighth grade, the second year of Dutch secondary education and were 13–14 years old
(t1). The second wave (t2) was collected 2 years later. Data files at
t1 and
t2 were merged
based on birth date, school, and postal code.Multinomial logistic regression analyses were used
to assess associations between having STBs at t1 and t2, adjusting for the aforementioned sociodemographic
factors at t1.
The predictor variable was Having STBs at
t1 with the categories "no suicidal thoughts and attempts"
(reference category), "suicidal thoughts, without attempts," and "suicidal attempts." The
outcome variable was Having STBs at
t2, with the same three categories. The multinomial analysis
compared "suicidal thoughts" versus "no suicidal thoughts and attempts," and "suicidal
attempts" versus "no suicidal thoughts and attempts."We performed an additional descriptive analysis,
using chi-squared tests, to examine whether those who continued to report STBs in follow-up
differed from those who reported STBs at t1 only, in terms of sociodemographic characteristics,
psychosocial problems, unsafe environment, and substance use reported at t1. All variables were
identified as suicide risk factors and warning signs in the meta-analysis of Franklin et al. (2017).
Results
At both t1 (n
= 15,518) and t2 (n = 14,805) the response rates
were approximately 90%. Data at t1 and t2 could be merged
for 8,499 students. This merged sample was comparable with the initial sample
(t1), based on sex, ethnic origin, educational level, and family
composition.At t1, 1,077 students (12.7%)
reported suicidal thoughts and 144 students (1.7%) reported attempted suicide, while 7,278
(85.6%) students did not report suicidal thoughts or attempts. Of the 1,221 students with STBs
at t1, 363 students (29.7%) reported STBs at t2. Relative to
their peers without STBs at t1, students with suicidal thoughts at
t1 reported suicidal thoughts at t2 five times (26.3% vs.
4.8%) more often (OR = 6.60; 95% CI [5.52, 7.88]) and suicidal attempts at
t2 six times (2.9% vs. 0.5%) more often (OR = 6.97; 95% CI
[4.20, 11.54]). Students reporting a suicidal attempt at t1 reported suicidal
thoughts four times (21.5% vs. 4.8%) more often (OR = 5.98; 95% CI [3.89,
9.21]) and suicidal attempts 25 times more often (12.5% vs. 0.5%, OR = 30.00;
95% CI [15.84, 56.82]) than their peers without STBs at t1 (Table 1).
Table 1
Longitudinal associations between having STBs at age 14 (t1) and
having STBs 2 years later (t2)
N = 8,499
%
OR Crude
95% CI
OR Adjusted†
95% CI
Note. OR = Odds
Ratio; 95% CI = 95% confidence interval. STBs = suicidal thoughts and
behaviors. aWithout attempts.
†Adjusted for sociodemographic factors at t1.
*p < .001
Suicidal thoughtsa (t2)
No STBs (t1)
4.8
1
1
Suicidal thoughtsa (t1)
26.3
7.33*
[6.16, 8.72]
6.60*
[5.52,7.88]
Suicide attempts (t1)
21.5
6.45*
[4.24, 9.81]
5.98*
[3.89,9.21]
Suicide attempts (t2)
No STBs (t1)
0.5
1
1
Suicidal thoughtsa (t1)
2.9
8.50*
[5.17, 13.94]
6.97*
[4.20, 11.54]
Suicide attempts (t1)
12.5
39.59*
[21.54, 72.79]
30.0*
[15.84, 56.82]
Students who persisted having STBs at
t2, were more
often girls, had a high level of education, were more often not living with both parents, and
reported psychosocial problems, physical abuse, or mental abuse more often at t1, compared with the group who
reported STBs at t1 only. See Table 1 in Electronic Supplementary Material
1.
Discussion
Our results indicate that STBs among young
adolescents are quite common, but that for most adolescents STBs disappear within 2 years.
However, our study also shows that a subgroup of adolescents sustain STBs for a longer period
of time. Similar to previous studies (Franklin et al.,
2017), we found that these adolescents reported psychosocial problems more often and
grew up in an unsafe environment. This subgroup may be at increased risk for suicide.Strengths of our study include the longitudinal,
population-based design and the high participation rate. Possible limitations are the use of
confidential instead of anonymous data, that the surveys were only 2 years apart, which might
have increased the observed levels of continuity, and the loss of cases after merging the
data. However, this loss was mainly due to changing schools, or a missing postal code or birth
date. Moreover, the merged sample was comparable with the initial sample based on sex, ethnic
origin, educational level, and family composition. We therefore assume that the merged sample
was broadly representative for 13–14-years-olds in Amsterdam. Another limitation is that
self-reported suicide attempts have limited validity owing to possible incorrect
interpretation of the questions by respondents (Silverman et al., 2007a, 2007b).Our findings emphasize the importance for
practitioners to identify adolescents who develop worrisome STBs. Unfortunately, there is no
evidence that risk stratification contributes to suicide prevention (Large, Ryan, Carter, & Kapur, 2017). Existing risk factors or a
combination of risk factors appeared weak and inaccurate predictors of STBs. A possible
solution to improve prediction of STBs is to include the different degrees of suicidality in
screening methods. Screenings methods using machine learning-based risk algorithms could
improve prediction and screening (Franklin et al.,
2017). Nevertheless, care based on adolescents' current treatment needs for a wide
variety of treatable problems that go with STBs (e.g., depression, substance misuse, school
problems) remains very important (Large et al.,
2017).
Electronic Supplementary Material
The electronic supplementary material is
available with the online version of the article at
https://doi.org/10.1027/0227-5910/a000680
Authors: Matthew K Nock; Guilherme Borges; Evelyn J Bromet; Christine B Cha; Ronald C Kessler; Sing Lee Journal: Epidemiol Rev Date: 2008-07-24 Impact factor: 6.222
Authors: Joseph C Franklin; Jessica D Ribeiro; Kathryn R Fox; Kate H Bentley; Evan M Kleiman; Xieyining Huang; Katherine M Musacchio; Adam C Jaroszewski; Bernard P Chang; Matthew K Nock Journal: Psychol Bull Date: 2016-11-14 Impact factor: 17.737
Authors: Paul Moran; Carolyn Coffey; Helena Romaniuk; Craig Olsson; Rohan Borschmann; John B Carlin; George C Patton Journal: Lancet Date: 2011-11-16 Impact factor: 79.321
Authors: Catharine Morgan; Roger T Webb; Matthew J Carr; Evangelos Kontopantelis; Jonathan Green; Carolyn A Chew-Graham; Nav Kapur; Darren M Ashcroft Journal: BMJ Date: 2017-10-18
Authors: Cornelia Leontine van Vuuren; Daan G Uitenbroek; Marcel F van der Wal; Mai J M Chinapaw Journal: Eur Child Adolesc Psychiatry Date: 2018-04-26 Impact factor: 4.785