TY - JOUR
T1 - The underlying dynamics of a suicidal ideation latent network model
T2 - The role of hopelessness, psychopathology, emotion regulation, and behavioral coping skills in adolescents from the general population
AU - Villacura-Herrera, César
AU - Ávalos-Tejeda, Marcelo
AU - Gaete, Jorge
AU - Robinson, Jo
AU - Núñez, Daniel
N1 - Publisher Copyright:
© 2025 Elsevier B.V.
PY - 2025/6/15
Y1 - 2025/6/15
N2 - Background: Suicide is a major cause of death among adolescents, with suicidal ideation (SI) being a common symptom in this group. SI arises from a complex mix of biological, environmental, and psychological factors, however, the specific relationships between them is not yet fully understood. Network theory has been proposed as a promising framework to analyze these relationships, with latent network models (LNM) offering a novel approach to capture their complex underlying dynamics. Methods: We examined a SI-based LNM in a sample of 1539 students from secondary public schools (M = 15.336; SD = 1.022; female = 52.39 %). The model included depressive and anxiety symptoms, feelings of hopelessness, emotion regulation strategies, and cognitive-behavioral and problem-solving skills. Strength and expected influence indices were calculated for each variable. Results: Hopelessness and depressive symptoms showed the highest strength and expected influence values within the model, respectively. Our findings suggest that hopelessness might play a crucial mediating role linking common mental disorders and emotion regulation strategies with SI in adolescents. Expressive suppression had a direct and negative association with SI, showing its underlying regulatory role when other factors are controlled. Cognitive-behavioral and problem-solving skills showed weak links with SI. Conclusions: Primary care- and school-based interventions should center on hopelessness as a relevant direct predictor for SI, and potential mediator in the course of SI. A combination of research and intervention efforts directed at reducing hopelessness in youths may prove to be essential for reducing suicide-related behaviors altogether.
AB - Background: Suicide is a major cause of death among adolescents, with suicidal ideation (SI) being a common symptom in this group. SI arises from a complex mix of biological, environmental, and psychological factors, however, the specific relationships between them is not yet fully understood. Network theory has been proposed as a promising framework to analyze these relationships, with latent network models (LNM) offering a novel approach to capture their complex underlying dynamics. Methods: We examined a SI-based LNM in a sample of 1539 students from secondary public schools (M = 15.336; SD = 1.022; female = 52.39 %). The model included depressive and anxiety symptoms, feelings of hopelessness, emotion regulation strategies, and cognitive-behavioral and problem-solving skills. Strength and expected influence indices were calculated for each variable. Results: Hopelessness and depressive symptoms showed the highest strength and expected influence values within the model, respectively. Our findings suggest that hopelessness might play a crucial mediating role linking common mental disorders and emotion regulation strategies with SI in adolescents. Expressive suppression had a direct and negative association with SI, showing its underlying regulatory role when other factors are controlled. Cognitive-behavioral and problem-solving skills showed weak links with SI. Conclusions: Primary care- and school-based interventions should center on hopelessness as a relevant direct predictor for SI, and potential mediator in the course of SI. A combination of research and intervention efforts directed at reducing hopelessness in youths may prove to be essential for reducing suicide-related behaviors altogether.
KW - Adolescents
KW - Emotion regulation
KW - Hopelessness
KW - Network analysis
KW - Psychopathology
KW - Suicide
UR - http://www.scopus.com/inward/record.url?scp=86000773003&partnerID=8YFLogxK
U2 - 10.1016/j.jad.2025.02.101
DO - 10.1016/j.jad.2025.02.101
M3 - Article
C2 - 40024305
AN - SCOPUS:86000773003
SN - 0165-0327
VL - 379
SP - 540
EP - 548
JO - Journal of Affective Disorders
JF - Journal of Affective Disorders
ER -