Exposure to Intimate-Partner Violence and Resilience Trajectories of Adolescents: A Two-Wave Longitudinal Latent Transition Analysis

Patterns and Predictors of Resilience in Frontline Nurses Before and After Public Health Emergencies: A Latent Transition Analysis

OBJECTIVE

To explore the stability of resilience among frontline nurses and to analyse the predictive role of internal and external factors on the patterns of resilience transformation in China during public health emergencies.

METHODS

The study used a longitudinal design and surveyed 258 frontline nurses at three different time points: February-March 2020 (T1), May-June 2020 (T2) and May-June 2022 (T3). The survey included the 10-item Connor-Davidson resilience scale, the Emotion Regulation Questionnaire and the Simple Coping Style Questionnaire. Latent profile analysis and latent transition analysis were used to examine the potential classes and changes. Multivariate logistic regression analysis was applied to evaluate the predictors of resilience transitions.

RESULTS

The resilience of frontline nurses was divided into three categories: fragile group, general group and high resilience group. From T1 to T2, the general group exhibited the least stability, with a probability of maintaining its original latent state at 72.9%. Marriage and positive coping styles significantly impacted the transition between resilience categories. From T2 to T3, the fragile group showed the lowest stability, with a 74.9% likelihood of retaining its initial latent state. In this context, supportive hospital management (including psychological counselling, restful environments, and both spiritual and material incentives) and individuals' emotional regulation and sleep quality significantly affected the transition between resilience categories.

CONCLUSIONS

These findings emphasise the necessity for early intervention. For frontline nurses, conducting initial assessments of resilience coupled with sustained hospital support is crucial for maintaining mental health and improving the quality of nursing care in public health emergencies.

IMPACT

This study offers a fresh perspective for understanding the resilience of frontline nurses during public health emergencies. At the same time, it reveals the factors that promote or hinder the change in resilience among frontline nurses at both individual and organisational levels. This provides a theoretical basis for future resilience interventions and helps us formulate effective crisis management strategies to respond to future public health emergencies. For frontline nurses with diverse resilience characteristics and relevant transformation factors, a personalised multi-mode resilience improvement plan can be developed to mitigate public health emergencies' potential adverse psychological impact on frontline nurses, especially those in the fragile group.

PATIENT OR PUBLIC CONTRIBUTION

No patient or public contribution.

On the complex relationship between resilience and hair cortisol levels in adolescence despite parental physical abuse: a fourth wave of resilience research

Introduction

To understand the family's role in adolescents' mental health development and the connection to neurodevelopmental disorders related to experienced parental physical abuse, we first explored resilience pathways longitudinally and secondly, connected the identified patterns to adolescents' hair cortisol levels that are rooted in the hypothalamic-pituitary-adrenal axis as the main stress response system and connected brain structure alterations.

Methods

We analyzed longitudinal online questionnaire data for three consecutive high school years (from seventh to ninth grade) and four survey waves from a representative sample of n = 1609 high school students in Switzerland on violence-resilience pathways. Furthermore, we collected students' hair samples from a subsample of n = 229 at survey wave 4. About 30% of the participating adolescents had been physically abused by their parents. Out of the overall sample, we drew a subsample of adolescents with parental abuse experiences (survey wave 1 n = 509; survey wave 2 n = 506; survey wave 3 n = 561; survey wave 4 n = 560).

Results

Despite the odds, about 20-30% of adolescents who have experienced parental physical abuse escaped the family violence cycle and can be called resilient. By applying a person-oriented analytical approach via latent class and transition analysis, we longitudinally identified and compared four distinct violence-resilience patterns. We identified violence resilience as a multidimensional latent construct, which includes hedonic and eudaimonic protective and risk indicators. Because resilience should not solely be operationalized based on the lack of psychopathology, our latent construct included both feeling good (hedonic indicators such as high levels of self-esteem and low levels of depression/anxiety and dissociation) and doing well (eudaimonic indicators such as high levels of self-determination and self-efficacy as well as low levels of aggression toward peers).

Discussion

The present study confirmed that higher cortisol levels significantly relate to the comorbid pattern (internalizing and externalizing symptoms), and further confirmed the presence of lasting alterations in brain structures. In this way, we corroborated the insight that when studying the resilience pathways and trajectories of abused adolescents, biological markers such as hair cortisol significantly enhance and deepen the understanding of the longitudinal mechanisms of psychological markers (e.g., self-determination, self-esteem, self-efficacy) that are commonly applied in questionnaires.