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Using data analytics to further understand the role that boredom, loneliness, social anxiety, social gratification, and social relationships (BRAG) play in a driver’s decision to text

机译:使用数据分析来进一步了解无聊,孤独,社交焦虑,社交满足感和社交关系(BRAG)在驾驶员决定发短信时所起的作用

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摘要

Texting while driving is a growing problem that current efforts have failed to curtail. This behavior has serious, and sometimes fatal, consequences, and the factors that cause a driver to text are not well understood. This study investigates the influence that boredom, social relationships, social anxiety, and social gratification (BRAG) have upon the texting driver. A survey instrument was used to collect data from 297 respondents at a mid – sized regional university in the Pacific North west of the United States. The data was evaluated with PLS - SEM, which indicated that social gratification plays a very significant role in a driver’s decision to text. Additionally, data visualization techniques were used to gain additional knowledge from the data. The analysis with these techniques indicated that social anxiety may also play a role in a driver’s decision to text.
机译:驾驶时发短信是一个日益严重的问题,当前的努力未能减少。这种行为会带来严重的,有时甚至是致命的后果,而导致驾驶员发短信的因素还没有得到很好的理解。这项研究调查了无聊,社交关系,社交焦虑和社交满足感(BRAG)对发短信驱动程序的影响。在美国西北太平洋地区的一所中等规模的地区大学中,使用一种调查工具收集了297名受访者的数据。数据通过PLS-SEM进行了评估,这表明社交满意度在驾驶员决定发短信时起着非常重要的作用。另外,数据可视化技术被用来从数据中获得更多的知识。使用这些技术进行的分析表明,社交焦虑症也可能在驾驶员决定发短信时起作用。

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