Dilfa Juniar, Wouter van Ballegooijen, Gabrielle Kleygrewe, Anneke van Schaik, Jan Passchier, Heleen Riper
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Of 8180 hits, we identified 28 Randomized Control Trials to be included in the analysis. Effect size (Hedge's <i>g</i>) were calculated for stress level outcomes at post-treatment.</p><p><strong>Results: </strong>The effect size of all included studies was high and statistically significant [<i>g</i> = -0.85; 95% CI (-1.34, -0.36); <i>p</i> = .002] with high heterogeneity across studies [<i>I</i> <sup>2</sup> = 92.89%; 95% CI (90.94, 94.42); <i>p</i> < 0.001]. After removing outliers, the pooled effect size was corrected to medium effect [<i>g</i> = -0.61; 95% CI (-0.75, -0.47); <i>p</i> < .001] with moderate heterogeneity [<i>I</i> <sup>2</sup> = 38.9%; 95% CI (0, 62.7); <i>p</i> = .033]. Most studies had methodological limitations, including high risk of bias, small sample sizes, and the use of passive control groups (e.g., waitlist or no treatment). No significant subgroup differences were found in theoretical orientation, format of intervention, control condition, country region, and risk of bias category.</p><p><strong>Conclusion: </strong>Our results indicated that SMIs effectively reduce stress among university students in LMICs. However, the overall body of evidence is limited by concerns regarding methodological rigor, and findings should be interpreted with caution. Despite these limitations, digital formats appear to hold promising potential for further development and implementation in LMIC settings, particularly given their promising scalability and cost-efficiency.</p><p><strong>Systematic review registration: </strong>The study protocol was registered in the Open Science Framework. 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引用次数: 0
摘要
背景:压力是大学生的主要问题之一,它会导致消极的学习成绩和低质量的生活。压力管理干预(SMIs)已被证明在帮助大学生应对压力方面是有效的。然而,先前的研究大多集中在高收入国家,而低收入和中等收入国家(LMICs)的证据仍然很少。本研究的目的是探讨中低收入国家的大学生在减轻压力水平方面的有效性。方法:系统检索PubMed、Embase、APA PsycInfo、ERIC、Web of Science和Cochrane Central,检索截止至2024年3月。在8180个点击率中,我们确定了28个随机对照试验纳入分析。计算治疗后应激水平结果的效应量(Hedge’s g)。结果:所有纳入研究的效应量均为高且具有统计学意义[g = -0.85;95% ci (-1.34, -0.36);p =。[002]各研究间异质性较高[I 2 = 92.89%;95% ci (90.94, 94.42);p g = -0.61;95% ci (-0.75, -0.47);p I 2 = 38.9%;95% ci (0,62.7);p = .033]。大多数研究都有方法学上的局限性,包括偏倚风险高、样本量小、使用被动对照组(例如,等候名单或不治疗)。在理论取向、干预形式、对照条件、国家地区、偏倚风险类别等方面均无显著亚组差异。结论:我们的研究结果表明,SMIs有效地减轻了中低收入国家大学生的压力。然而,由于对方法严谨性的担忧,整体证据受到限制,因此应谨慎解释研究结果。尽管存在这些限制,数字格式似乎在低收入和中等收入国家环境中具有进一步发展和实施的良好潜力,特别是考虑到它们具有良好的可扩展性和成本效益。系统评价注册:研究方案在开放科学框架中注册。可访问的链接为https://doi.org/10.17605/OSF.IO/GHSEB。
Stress management interventions for university students in low-and middle-income countries: a systematic review and meta-analysis.
Background: Stress is one of major issues among university students which can lead to negative academic performance and poor quality of life. Stress-management interventions (SMIs) have been proved as being effective in helping university students cope with stress. However, most of prior studies focused on high income countries while there is still scarce evidence for low-and-middle-income countries (LMICs). The objective of the present study was to examine the effectiveness of SMIs in reducing stress level experienced by university students in LMICs.
Methods: Systematic searches were carried out in PubMed, Embase, APA PsycInfo, ERIC, Web of Science, and Cochrane Central up to March 2024. Of 8180 hits, we identified 28 Randomized Control Trials to be included in the analysis. Effect size (Hedge's g) were calculated for stress level outcomes at post-treatment.
Results: The effect size of all included studies was high and statistically significant [g = -0.85; 95% CI (-1.34, -0.36); p = .002] with high heterogeneity across studies [I2 = 92.89%; 95% CI (90.94, 94.42); p < 0.001]. After removing outliers, the pooled effect size was corrected to medium effect [g = -0.61; 95% CI (-0.75, -0.47); p < .001] with moderate heterogeneity [I2 = 38.9%; 95% CI (0, 62.7); p = .033]. Most studies had methodological limitations, including high risk of bias, small sample sizes, and the use of passive control groups (e.g., waitlist or no treatment). No significant subgroup differences were found in theoretical orientation, format of intervention, control condition, country region, and risk of bias category.
Conclusion: Our results indicated that SMIs effectively reduce stress among university students in LMICs. However, the overall body of evidence is limited by concerns regarding methodological rigor, and findings should be interpreted with caution. Despite these limitations, digital formats appear to hold promising potential for further development and implementation in LMIC settings, particularly given their promising scalability and cost-efficiency.
Systematic review registration: The study protocol was registered in the Open Science Framework. The accessible link is https://doi.org/10.17605/OSF.IO/GHSEB.