Aydin Mehmet Kemal, Kuş Metin
Distance Education and Research Center, Hitit University, Çorum, Türkiye.
Department of Physical Education and Sports, Faculty of Sports Sciences, Hitit University, Çorum, Türkiye.
Front Psychol. 2023 May 16;14:1175555. doi: 10.3389/fpsyg.2023.1175555. eCollection 2023.
With the inevitable technological boom enforced by the COVID-19 lockdowns and online emergency remote teaching practices, the prevalence of nomophobia (NMP) and smartphone addiction (SA) among adolescents has become a pressing issue, which has come under scrutiny. However, the impact of social media tools usage (SMTU) and digital gaming behavior (DGB) on these phenomena remains unclear since there is little research focusing on the complex interplay among these variables. Regarding this context, the present study aimed to explore the parallel mediating role of secondary school students' SMTU and DGB in the relation between NMP and SA.
In line with this aim, we employed a cross-sectional design with a critical case sampling strategy and collected data through an online survey from a total of 427 secondary school students in Istanbul in the 2021-2022 academic year. In order to test the parallel mediation model, we employed multiple linear regression models by utilizing PROCESS models with 5000 BC bootstrap samples and 95% CI.
Results illustrated that there was an increase in the prevalence of NMP and SA during the COVID-19 home confinement as consistent with the previous research. The results also indicated that among the multiple mediators, the mediating role of SMTU was significant in the relation between NMP and SA. This means NMP has direct and indirect significant impact on SA through SMTU. However, the mediating role of DGB was found nonsignificant in this relationship. Our results are robust and hold key contributions to both theoria and praxis in educational psychology research realm by disentangling the complex underlying mechanism between NMP, SMTU, DGB, and SA. On the practical side, our results provide insightful implications for school boards and researchers in the development of effective interventions.
随着新冠疫情封锁措施以及在线应急远程教学实践不可避免地推动了技术热潮,青少年中无手机恐惧症(NMP)和智能手机成瘾(SA)的患病率已成为一个备受关注的紧迫问题。然而,社交媒体工具使用(SMTU)和数字游戏行为(DGB)对这些现象的影响仍不明确,因为很少有研究关注这些变量之间的复杂相互作用。在此背景下,本研究旨在探讨中学生的SMTU和DGB在NMP与SA关系中的平行中介作用。
为实现这一目标,我们采用了横断面设计和关键案例抽样策略,并通过在线调查收集了2021 - 2022学年伊斯坦布尔427名中学生的数据。为了检验平行中介模型,我们使用了具有5000个偏差校正自助抽样样本和95%置信区间的PROCESS模型进行多元线性回归分析。
结果表明,与先前研究一致,在新冠疫情居家隔离期间,NMP和SA的患病率有所上升。结果还表明,在多个中介变量中,SMTU在NMP与SA的关系中具有显著的中介作用。这意味着NMP通过SMTU对SA有直接和间接的显著影响。然而,DGB在这种关系中的中介作用不显著。我们的研究结果具有稳健性,通过厘清NMP、SMTU、DGB和SA之间复杂的潜在机制,为教育心理学研究领域的理论和实践做出了关键贡献。在实践方面,我们的研究结果为学校董事会和研究人员制定有效的干预措施提供了深刻的启示。