Supplemental Material for Using browser data to understand desires to spend time online.

Jesse D. McCrosky, Douglas A. Parry, Craig J. R. Sewall, Amy Orben
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引用次数: 0

Abstract

There is growing recognition that many people feel the need to regulate their use of the internet and other digital technologies to support their well-being. In this study, we used Mozilla Firefox browser telemetry to investigate the role played by various usage factors in desires to regulate time spent online. In particular, we investigated how six metrics pertaining to time spent on the internet, and the diversity and intensity of use, predict participants’ (n = 8,094) desires to spend more or less time online. Across all six metrics, we did not find evidence for a relationship between browser usage metrics and participants wanting to spend more or less time online. This finding was robust across various analytical pathways. The study highlights a number of considerations and concerns that need to be addressed in future industry–academia collaborations that draw on trace data or usage telemetry.
使用浏览器数据来理解人们上网的欲望。
越来越多的人认识到,许多人觉得有必要规范他们对互联网和其他数字技术的使用,以支持他们的福祉。在这项研究中,我们使用Mozilla Firefox浏览器遥测技术来调查各种使用因素在调节上网时间方面所起的作用。特别地,我们调查了六个与在互联网上花费的时间有关的指标,以及使用的多样性和强度,如何预测参与者 (n = 8,094)在网上花费更多或更少时间的愿望。在所有六个指标中,我们没有发现浏览器使用指标与参与者想要花费更多或更少的在线时间之间存在关系的证据。这一发现在各种分析途径中都是强有力的。该研究强调了未来在利用跟踪数据或使用遥测技术的产学研合作中需要解决的一些考虑和问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
8.30
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0.00%
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