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The Longitudinal Interplay Between Loneliness and Depressive Symptoms During Late Childhood: Cross-Lagged Panel
Paweł Grygiel1, Sylwia Opozda-Suder1, Roman Dolata2
1Faculty of Philosophy, Jagiellonian University, Golebia 24, 31-007 Cracow, Poland.
Background:
Loneliness and depression are interrelated constructs that significantly impact adolescents' mental health. Understanding their interplay, particularly at the symptom level, is critical for developing effective interventions.
Objective:
To examine longitudinal relationships between loneliness and depressive symptoms during late childhood, aiming to identify symptom-level interactions and directional effects.
Participants And Setting:
A total of 4333 children (Mage = 11.06, SD = 0.73; 50.8% girls) from the NLSY79 Children and Young Adults survey participated, with data collected over two years.
Methods:
A cross-lagged panel network (CLPN) model was employed to analyze symptom-level associations between loneliness and depressive symptoms. This approach combines network analysis and cross-lagged panel modeling, allowing for the estimation of both autoregressive effects (stability of symptoms over time) and cross-lagged effects (directional relationships between symptoms across time points).
Results:
The longitudinal network suggests the following: (1) a reciprocal link between loneliness and both sadness and parental pressure; (2) a forward effect of loneliness on anxiety and being busy; (3) the loneliness-reducing effect of prior happiness and loneliness-increasing effect of boredom.
Conclusions:
The findings highlight the complex interplay between loneliness and depressive symptoms, emphasizing reciprocal and unidirectional effects at the symptom level. These insights underscore the need for targeted, symptom-focused interventions to address loneliness and its impact on adolescent mental health.
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