Institute of Social Sciences "Ivo Pilar", Zagreb, Croatia.
Stress Health. 2024 Jun;40(3):e3335. doi: 10.1002/smi.3335. Epub 2023 Oct 20.
Numerous studies have pointed to the strong impact of stressful life events on subjective stress and indirectly on the adolescents' mental health. However, the results of many such studies contain bias caused by the choice of measurement method or an incomplete theoretical framework. To estimate the extent of possible bias when using self-reports, we conducted research on a representative sample of 2201 Croatian adolescents aged 14-18 years. Using manipulation we examined the influence of measurement method and the number of constructs included in the model on the variance of subjective stress explained by stressful events. Structural equation modelling indicated that different measurement methods, occurrence-based and severity-based, provide a marked discrepancy in the impact size estimation. The occurrence-based method provided estimates of a much smaller proportion of the explained variance (6%-25%) compared to the severity-based approach, which estimated the explained variance in the range of 25%-55% depending on the model. The complexity of the tested models additionally contributed to the variation in the estimates. It is recommended that when using self-reports to measure stressful life events, occurrence-based and severity-based methods are used simultaneously and that impact estimates are expressed within intervals.
许多研究指出,生活应激事件对主观应激有强烈影响,间接地对青少年的心理健康也有影响。然而,许多此类研究的结果由于测量方法的选择或不完整的理论框架而存在偏差。为了估计使用自我报告时可能存在的偏差程度,我们对 2201 名年龄在 14-18 岁的克罗地亚青少年进行了一项有代表性的研究。我们通过操纵,研究了测量方法和模型中包含的结构数量对由应激事件解释的主观应激差异的影响。结构方程模型表明,基于发生和基于严重程度的不同测量方法在影响大小估计上存在显著差异。与基于严重程度的方法相比,基于发生的方法提供的解释方差比例要小得多(6%-25%),而基于严重程度的方法根据模型估计的解释方差范围在 25%-55%之间。此外,所测试模型的复杂性也导致了估计值的差异。建议在使用自我报告来测量生活应激事件时,同时使用基于发生和基于严重程度的方法,并在区间内表达影响估计值。