Latent Class Analysis of Adolescents’ Non-Suicidal Self-Injury: Effect of Factors on Classification and Differences in Emotional and Behavioral Problems

2021 ◽  
Vol 28 (12) ◽  
pp. 271-297
Author(s):  
Hyoung soo Kim ◽  
Juyoung Lee
Author(s):  
Adriana Díez-Gómez ◽  
Alicia Pérez-Albéniz ◽  
Carla Sebastián-Enesco ◽  
Eduardo Fonseca-Pedrero

The main goal of the present study was to identify and validate latent classes of suicidal behavior in a representative sample of adolescents. The sample comprised a total of 1506 students, including 667 males (44.3%), selected through a sample stratified by clusters. The mean age was 16.15 years (SD = 1.36). The instruments used evaluated suicidal behavior, positive and negative affect, emotional and behavioral problems, prosocial behavior, and subjective well-being. Using the Paykel Suicide Scale, the latent class analysis identified four homogeneous subgroups: “low risk”, “suicidal act”, “suicidal ideation”, and “high risk for suicide”. These subgroups presented a differential pattern in terms of their social-emotional adjustment. The subgroups with the highest theoretical risk showed lower scores on subjective well-being and positive affect as well as higher scores on emotional and behavioral problems and negative affect compared to the non-risk subgroups. This study contributes to an understanding of the typologies of suicidal behavior among adolescents and the relationship with psychopathological adjustment. Ultimately, these findings may promote the development or improvement of early detection and prevention strategies in the suicidal behavior field in order to reduce the socio-economic burdens associated with suicide in young populations.


2021 ◽  
pp. 009385482199841
Author(s):  
Melinda Reinhardt ◽  
Zsolt Horváth ◽  
Boglárka Drubina ◽  
Gyöngyi Kökönyei ◽  
Kenneth G. Rice

Significantly higher rates of nonsuicidal self-injury (NSSI) have been discovered among justice-involved juveniles. Our study aimed to discriminate homogeneous subgroups of justice-involved youth with different self-harm behavior characteristics based on latent class analysis. A total of 244 adolescents (92.6% boys; Mage = 16.99, SD = 1.28) in Hungarian juvenile detention centers completed measures of NSSI and dissociation. High-NSSI (Class 1; 9%), moderate-NSSI (Class 2; 42.6%), and low-NSSI (Class 3; 48.4%) profiles were detected relating to different forms of NSSI. Multiple comparisons showed that girls were members of Class 1 and 2 at higher rates and these subgroups showed significantly higher dissociation proportions than Class 3. Our findings pointed out diversity in self-harm profiles with different characteristics in terms of methods and severity of self-harm, experienced emotions, and other emotion regulation tendencies among justice-involved adolescents. These results suggest sophisticated treatment approaches to match variations in severity and presentation.


2020 ◽  
Vol 27 (6) ◽  
pp. 791-803
Author(s):  
Shazana Shahwan ◽  
Jue Hua Lau ◽  
Edimansyah Abdin ◽  
Yunjue Zhang ◽  
Rajeswari Sambasivam ◽  
...  

2019 ◽  
Vol 24 (sup2) ◽  
pp. S165-S186 ◽  
Author(s):  
Julia A. C. Case ◽  
Taylor A. Burke ◽  
David M. Siegel ◽  
Marilyn L. Piccirillo ◽  
Lauren B. Alloy ◽  
...  

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