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Cross-generational analysis of predictive factors of addictive behavior in smartphone usage

机译:智能手机使用中成瘾行为预测因素的跨代分析

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Smartphone addiction has been widely researched in recent years, and the effects of various demographic, personality-linked, psychological, and emotional variables, have been found. Our research goal was to examine this phenomenon from the cross-generational perspective and compare the factors that can predict smartphone addiction for different age groups. We conducted a study with 216 Israeli smartphone users, representing three generations of smartphone users: Generation X, Generation Y, and Generation Z, who filled in an 80-item questionnaire. The factors examined included the social environment pressure to use smartphone, emotional gain from smartphones, personality, daily usage time, various mobile apps and user needs. The main finding of the study is that a significantly higher level of addictive behavior was found for Generation Y compared to the other two generations. The strongest predictive factors in the computed hierarchical regression model for all three generations were social environment pressure and emotional gain. Interestingly, emotional gain from smartphone use, which reflects users' enjoyment and positive emotions along with relief of negative emotions and psychological states, was significantly higher for generation Z than for the older generations. In addition, neuroticism and the daily usage time appeared as predictive factors for the younger generations, and for Generation Z alone the WhatsApp app usage was found as a significant predictive factor as well. This study contributes to understanding the factors of smartphone addictive behavior for different generations, which might lead to more effective educational measures and explanatory campaigns on technology effects on psychological well-being. (C) 2016 Elsevier Ltd. All rights reserved.
机译:近年来,对智能手机成瘾进行了广泛研究,并且发现了各种人口统计学,与人格相关,心理和情感变量的影响。我们的研究目标是从跨代视角研究这种现象,并比较可以预测不同年龄段智能手机成瘾的因素。我们对216位以色列智能手机用户进行了一项研究,代表了三代智能手机用户:X代,Y代和Z代,他们填写了80项问卷。考察的因素包括使用智能手机的社会环境压力,智能手机带来的情感收获,个性,日常使用时间,各种移动应用和用户需求。该研究的主要发现是,与其他两个世代相比,Y世代的成瘾行为水平明显更高。在三层计算的层次回归模型中,最强的预测因素是社会环境压力和情感增益。有趣的是,使用智能手机获得的情感收益反映了用户的享受和积极情绪以及消极情绪和心理状态的缓解,Z代人的这种收益显着高于老一代。此外,神经质和每天的使用时间似乎是年轻一代的预测因素,仅Z代,WhatsApp应用程序的使用也被视为重要的预测因素。这项研究有助于理解不同世代的智能手机成瘾行为的因素,这可能导致更有效的教育措施和关于技术对心理健康影响的解释性运动。 (C)2016 Elsevier Ltd.保留所有权利。

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