Castillo-Navarrete Juan Luis, Guzmán-Castillo Alejandra, Bustos Claudio
Facultad de Medicina, Departamento de Tecnología Médica, Universidad de Concepción, Concepción, Chile.
Programa de Neurociencia, Psiquiatría y Salud Mental, NEPSAM, Universidad de Concepción, Concepción, Chile.
PLoS One. 2024 Dec 20;19(12):e0315650. doi: 10.1371/journal.pone.0315650. eCollection 2024.
Academic stress is a prevalent problem among university students, affecting both their psychological well-being and academic performance. This study aims to investigate the mediating roles of biological and psycho-behavioural variables in the relationship between academic stress and academic performance over the course of a semester. Through a longitudinal approach and using accessible data collection technologies, the results will enable the design of effective interventions to mitigate the impact of academic stress.
(i) Biological variables related to academic performance will mediate the relationship between academic stress and students' academic performance. (ii) Psycho-behavioural variables will also act as mediators in this relationship, impacting academic performance differently.
To explore the mediating roles of biological and psycho-behavioural variables in the relationship between academic stress and academic performance over the course of a university semester.
A longitudinal non-experimental observational design will be applied. Data will be collected in three assessment cycles, each consisting of three consecutive weeks during the academic semester.
A sample of 160 undergraduate students from the Faculty of Medicine of the University of Concepción will be included. Students will be recruited on a voluntary basis through social networks and student associations. Students under psychological or pharmacological treatment will also be included to more representatively reflect the student reality and to ensure the ecological validity of the study.
BIOLOGICAL AND PSYCHO-BEHAVIOURAL DATA COLLECTION: Participants will answer electronic questionnaires on academic stress and psycho-behavioural variables three times a week via the REDCap platform. In addition, smart devices will be used to continuously collect biological data such as heart rate, oxygen saturation, and sleep patterns. Students will also collect saliva samples three times a week to measure cortisol levels, and alpha-amylase enzyme activity.
(i) Descriptive analysis of variables will be performed using measures of central tendency and dispersion for continuous variables and frequencies and percentages for categorical variables. (ii) Bivariate and multivariate analyses will be conducted to compare groups. (iii) Random intercept cross-lagged models will be used to assess the direction and reciprocal effects between variables over time. To analyze mediations, structural models (SEM) will be applied, considering biological and psycho-behavioural variables as mediators.
It is anticipated that (i) biological variables, such as cortisol and salivary alpha-amylase, will play a significant mediating role in the relationship between academic stress and academic performance, particularly towards the end of the semester. (ii) psycho-behavioural variables will also have a mediating effect, with different impacts on academic performance depending on the level of stress experienced. The use of accessible technologies and non-invasive methods such as saliva sample collection will provide a replicable model for future research.
学业压力是大学生中普遍存在的问题,影响着他们的心理健康和学业成绩。本研究旨在调查生物学和心理行为变量在一个学期内学业压力与学业成绩之间关系中的中介作用。通过纵向研究方法并使用易于获取的数据收集技术,研究结果将有助于设计有效的干预措施,以减轻学业压力的影响。
(i)与学业成绩相关的生物学变量将介导学业压力与学生学业成绩之间的关系。(ii)心理行为变量也将在这种关系中充当中介,对学业成绩产生不同影响。
探讨生物学和心理行为变量在大学一个学期内学业压力与学业成绩之间关系中的中介作用。
将采用纵向非实验性观察设计。在三个评估周期中收集数据,每个评估周期在学期内连续三周。
将纳入160名来自康塞普西翁大学医学院的本科生样本。将通过社交网络和学生社团自愿招募学生。接受心理或药物治疗的学生也将被纳入,以便更具代表性地反映学生的实际情况,并确保研究的生态效度。
参与者将通过REDCap平台每周三次回答关于学业压力和心理行为变量的电子问卷。此外,将使用智能设备持续收集心率、血氧饱和度和睡眠模式等生物学数据。学生还将每周三次收集唾液样本,以测量皮质醇水平和α-淀粉酶活性。
(i)将使用连续变量的集中趋势和离散度测量以及分类变量的频率和百分比对变量进行描述性分析。(ii)将进行双变量和多变量分析以比较组间差异。(iii)将使用随机截距交叉滞后模型评估变量随时间的方向和相互影响。为了分析中介作用,将应用结构模型(SEM),将生物学和心理行为变量视为中介变量。
预计(i)生物学变量,如皮质醇和唾液α-淀粉酶,将在学业压力与学业成绩之间的关系中发挥重要中介作用,尤其是在学期末。(ii)心理行为变量也将产生中介作用,根据所经历的压力水平对学业成绩产生不同影响。使用易于获取的技术和唾液样本收集等非侵入性方法将为未来研究提供可复制的模型。