深夜观看OTT对用户睡眠模式的影响
Changjun Lee1, Cheongho Na2, Keungoui Kim3
1Department of Media and Social Informatics, Hanyang University, Ansan, South Korea.
Sleep and biological rhythms
|March 13, 2024
概括
超越顶部 (OTT) 媒体流动显著减少睡眠时间和延迟睡觉时间. 深夜观看OTT视频会破坏已建立的睡眠习惯,影响整体睡眠健康.
科学领域:
- 媒体研究 媒体研究
- 睡眠科学 睡眠科学
- 行为经济学是一种行为经济学.
背景情况:
- 传统的实时广播正在转向按需的OTT流媒体.
- 了解OTT消费对用户行为,特别是睡眠模式的影响至关重要.
研究的目的:
- 调查OTT媒体消费与用户睡眠时间分配变化之间的因果关系.
- 量化OTT观看对总睡眠时间和睡觉时间的影响.
主要方法:
- 使用差异差异 (DID) 估计方法进行因果推理.
- 利用机器学习 (随机森林近邻倾向分数匹配) 来建立强大的治疗和控制组.
- 确保小组的细致匹配,以隔离OTT消费的影响.
主要成果:
- 发现深夜的OTT观看显著减少了总睡眠时间,平均为18-20分钟.
- 由于深夜的OTT消费,睡眠时间延迟了大约18分钟.
- 观察到的最大睡眠时间的减少和睡觉时间的延迟分别为30分钟和26分钟左右,保证值为95%.
结论:
- 虽然OTT提供了内容灵活性和自主时间管理,但深夜使用会破坏已有的睡眠习惯.
- 转向选择性,深夜的OTT观看,导致人们远离传统的睡眠时间表.
- 这项研究强调了需要考虑按需媒体消费模式对睡眠健康的影响.
相关概念视频
Insufficient Sleep and Sleep Deprivation
143
Insufficient sleep refers to not getting the recommended amount of sleep for optimal functioning, even if it's just slightly less than needed. Sleep insufficiency may occur due to lifestyle choices, such as staying up late for social events or work, resulting in routinely getting less sleep than required. For example, consistently sleeping 6 hours when the body needs 7-9 hours can lead to cumulative effects on health and well-being.
Sleep deprivation is a more severe form of sleep loss...
Sleep deprivation is a more severe form of sleep loss...
143
Cause and Effect
10.9K
While variables are sometimes correlated because one does cause the other, it could also be that some other factor, a confounding variable, is actually causing the systematic movement in our variables of interest. For instance, as sales in ice cream increase, so does the overall rate of crime. Is it possible that indulging in your favorite flavor of ice cream could send you on a crime spree? Or, after committing crime do you think you might decide to treat yourself to a cone?
10.9K
Substance Use Disorders Affecting Sleep
167
Substance use disorders involve a pattern of using drugs more extensively than intended and continuing use despite harmful consequences. This includes legal substances like alcohol and nicotine, as well as illegal drugs. These disorders often involve both physical and psychological dependence, reflecting compulsive use of substances that significantly alter thoughts, feelings, and behaviors, contributing to a major public health issue.
Understanding the concepts of physical dependence,...
Understanding the concepts of physical dependence,...
167
Management of Insomnia
244
The sleep cycle, an integral part of human health, consists of several stages with distinct characteristics and functions. It begins with a transition from wakefulness to sleep, known as the light sleep phase, followed by the restorative deep sleep phase, essential for physical recovery and growth. The cycle concludes with the Rapid Eye Movement (REM) phase, characterized by high brain activity and vivid dreaming. Insomnia, a prevalent sleep disorder, involves difficulty falling asleep, staying...
244
Chronopharmacokinetics: Circadian Rhythms and Influence on Drug Response
61
Circadian rhythms are cyclic changes that are crucial in plasma drug concentrations. Various standard circadian parameters, including core body temperature, heart rate, and other cardiovascular factors, directly impact disease states and the therapeutic response to drug therapy.
The time of drug administration is an important factor to consider, as it can influence the toxic dose of a drug. For example, a study conducted by Prins et al. in 1997 examined the effects of the timing of...
The time of drug administration is an important factor to consider, as it can influence the toxic dose of a drug. For example, a study conducted by Prins et al. in 1997 examined the effects of the timing of...
61
Sedatives and Hypnotics Drugs: Miscellaneous Agents
171
Sedatives and hypnotics encompass a wide range of substances, each with its unique mechanism of action, uses, and potential adverse effects.
Melatonin congeners like ramelteon (Rozerem) and tasimelteon (Hetlioz) selectively bind to melatonin receptors (MT1 and MT2) and thus mimic the actions of melatonin, a hormone that regulates sleep-wake cycles. Tasimelteon is primarily used for non-24-hour sleep-wake disorder, common in blind patients. They are also used to treat conditions like insomnia...
Melatonin congeners like ramelteon (Rozerem) and tasimelteon (Hetlioz) selectively bind to melatonin receptors (MT1 and MT2) and thus mimic the actions of melatonin, a hormone that regulates sleep-wake cycles. Tasimelteon is primarily used for non-24-hour sleep-wake disorder, common in blind patients. They are also used to treat conditions like insomnia...
171


