Yamaguchi S, Kawata Y, Murofushi Y, Ota T
Faculty of Health and Sports Science, Juntendo University, Inzaishi, Chiba, Japan.
Graduate School of Health and Sports Science, Juntendo University, Inzaishi, Chiba, Japan.
Front Sports Act Living. 2023 Jan 12;4:1003342. doi: 10.3389/fspor.2022.1003342. eCollection 2022.
This study examined the estimated causal relationship between vulnerability and depressive symptoms in Japanese university athletes and how the degree of vulnerability affects depressive symptoms.
In Study 1, 248 Japanese university athletes completed a continual survey from Time 1 to Time 3. In Study 2, 562 Japanese university athletes responded to another survey during the same period. Structural equation modeling was performed to estimate the causal relationship using the cross-lagged effects model for the three waves. Next, a binomial logistic regression analysis was performed to examine the influence of vulnerability on depression.
Results of the cross-lagged effects model showed that all paths from vulnerability to depressive symptoms were significant, and all paths from depressive symptoms to vulnerability were not significant. Thus, vulnerability was the causative variable and depressive symptoms were the outcome variables within the causal relationship. The logistic regression results showed that those with high vulnerability were 1.7 times more likely to have moderate or higher depressive symptoms than those with low vulnerability. Vulnerable individuals are at a higher risk for developing depressive symptoms. By verifying the causal relationship between vulnerability and depressive symptoms, we can contribute to the enhancement of mental health care in accordance with the weakest link model. Appropriate psychological support for athletes can decrease depression and improve their mental health.
本研究考察了日本大学生运动员中易感性与抑郁症状之间的估计因果关系,以及易感性程度如何影响抑郁症状。
在研究1中,248名日本大学生运动员完成了从时间1到时间3的连续调查。在研究2中,562名日本大学生运动员在同一时期对另一项调查做出了回应。使用三波交叉滞后效应模型进行结构方程建模,以估计因果关系。接下来,进行二项逻辑回归分析,以检验易感性对抑郁的影响。
交叉滞后效应模型的结果表明,从易感性到抑郁症状的所有路径均显著,而从抑郁症状到易感性的所有路径均不显著。因此,在因果关系中,易感性是因果变量,抑郁症状是结果变量。逻辑回归结果表明,高易感性个体出现中度或更高抑郁症状的可能性是低易感性个体的1.7倍。易感性个体患抑郁症状的风险更高。通过验证易感性与抑郁症状之间的因果关系,我们可以根据最薄弱环节模型为加强心理保健做出贡献。为运动员提供适当的心理支持可以减少抑郁并改善他们的心理健康。