Department of Psychiatry, University of Cambridge, UK; Cambridge and Peterborough NHS Foundation Trust, Cambridge, UK.
School of Psychology, University of Birmingham, UK.
Addict Behav. 2018 Jun;81:157-166. doi: 10.1016/j.addbeh.2018.02.017. Epub 2018 Feb 12.
Problematic internet use (PIU; otherwise known as Internet Addiction) is a growing problem in modern societies. There is scarce knowledge of the demographic variables and specific internet activities associated with PIU and a limited understanding of how PIU should be conceptualized. Our aim was to identify specific internet activities associated with PIU and explore the moderating role of age and gender in those associations.
We recruited 1749 participants aged 18 and above via media advertisements in an Internet-based survey at two sites, one in the US, and one in South Africa; we utilized Lasso regression for the analysis.
Specific internet activities were associated with higher problematic internet use scores, including general surfing (lasso β: 2.1), internet gaming (β: 0.6), online shopping (β: 1.4), use of online auction websites (β: 0.027), social networking (β: 0.46) and use of online pornography (β: 1.0). Age moderated the relationship between PIU and role-playing-games (β: 0.33), online gambling (β: 0.15), use of auction websites (β: 0.35) and streaming media (β: 0.35), with older age associated with higher levels of PIU. There was inconclusive evidence for gender and gender × internet activities being associated with problematic internet use scores. Attention-deficit hyperactivity disorder (ADHD) and social anxiety disorder were associated with high PIU scores in young participants (age ≤ 25, β: 0.35 and 0.65 respectively), whereas generalized anxiety disorder (GAD) and obsessive-compulsive disorder (OCD) were associated with high PIU scores in the older participants (age > 55, β: 6.4 and 4.3 respectively).
Many types of online behavior (e.g. shopping, pornography, general surfing) bear a stronger relationship with maladaptive use of the internet than gaming supporting the diagnostic classification of problematic internet use as a multifaceted disorder. Furthermore, internet activities and psychiatric diagnoses associated with problematic internet use vary with age, with public health implications.
问题性互联网使用(PIU;也称为网络成瘾)是现代社会日益严重的问题。目前对于 PIU 相关的人口统计学变量和具体网络活动知之甚少,对于如何对 PIU 进行概念化的理解也很有限。我们的目的是确定与 PIU 相关的具体网络活动,并探讨年龄和性别在这些关联中的调节作用。
我们通过在两个地点(一个在美国,一个在南非)的互联网调查中,通过媒体广告招募了 1749 名 18 岁及以上的参与者;我们使用套索回归进行分析。
特定的互联网活动与更高的问题性互联网使用评分相关,包括一般上网冲浪(套索 β:2.1)、网络游戏(β:0.6)、网上购物(β:1.4)、使用在线拍卖网站(β:0.027)、社交网络(β:0.46)和使用在线色情(β:1.0)。年龄调节了 PIU 与角色扮演游戏(β:0.33)、在线赌博(β:0.15)、使用拍卖网站(β:0.35)和流媒体(β:0.35)之间的关系,年龄较大与较高的 PIU 水平相关。没有确凿的证据表明性别和性别×互联网活动与问题性互联网使用评分相关。在年轻参与者(年龄≤25 岁)中,注意力缺陷多动障碍(ADHD)和社交焦虑症(6.4 和 0.65)与高 PIU 评分相关,而在年龄较大的参与者(年龄>55 岁)中,广泛性焦虑症(GAD)和强迫症(OCD)(β:4.3 和 6.4)与高 PIU 评分相关。
许多类型的在线行为(例如购物、色情、一般上网冲浪)与互联网的不良使用关系更密切,支持将问题性互联网使用诊断为一种多方面的障碍。此外,与问题性互联网使用相关的互联网活动和精神疾病诊断因年龄而异,具有公共卫生意义。