Effects of Gain/Loss Messages on Reinforcing Motivation to Sleep

Shugo Ono, Aoi Nambu, Kouki Kamada, Toru Nakata, Takashi Sakamoto, Toshikazu Kato
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Abstract

To improve sleep habits, we will create messages to raise awareness of sleep and examine the effects of messaging on sleep habits. Japanese people, especially children, and workers, sleep less than their counterparts, both men and women, in other countries. As a result, some people "sleep in on weekends," getting a lot of sleep on weekends to secure more sleep. Then, the rhythm becomes disturbed, and it becomes challenging to re-synchronize with the schedule. Therefore, it is necessary to improve sleeping habits to secure a certain amount of sleep. This study will utilize a messaging approach, gain/loss-framing messages. Then, we will investigate which message is more effective for sleep habits according to each participant's values about sleep. This experiment first administered a questionnaire to 130 college students and adults to assess their attitudes and values toward sleep. We conducted an exploratory factor analysis of 83 items of the questionnaire. As a result, factor scores were calculated for each respondent, and a total of six clusters were determined by cluster analysis. For the experiment, a total of 10 participants (college students in their 20s), five each with high factor scores, were selected from the "sleep-oriented" and "sleep-unoriented" types. The selected participants wore wristwatch-type terminals and went to bed after checking the messages sent to them. Participants received each of seven different kinds of gain/loss-framing messages per week. In questionnaires on 14 different messages, participants responded to the acceptability of the messages and changes in their attitudes toward sleep, such as going to bed early, getting up early, and reviewing their daily rhythms. A two-way ANOVA was conducted at the 5% significance level on the change in sleep awareness after confirmation of the sent message and on the evaluation of the acceptability of the sent message. We identified significant differences in sleep awareness in the main effects between clusters and in the interaction between clusters and message type. Sleep-oriented types tended to report more change in sleep awareness with loss-framing messages. In comparison, sleep-unoriented types tended to report more change in sleep awareness with gain-framing messages. Mean sleep time (minutes) during each period was calculated for each participant, and a two-way ANOVA was performed with message content and clusters as factors at a 5% significance level. We didn't find significant differences between clusters, message types, or interactions. However, sleep-oriented types tended to sleep longer than sleep-unoriented types. Furthermore, in both clusters, sleep duration tended to be longer in weeks when they received loss-framing messages than in weeks when they received gain-framing messages. The interventions in this study produced changes in sleep attitudes, but these changes differed across clusters. On the other hand, all clusters showed a trend toward longer sleep duration for loss-framing messages. In other words, changes in sleep attitudes may not be directly reflected in behavior, and we need to investigate this in the future.
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增益/损失信息对强化睡眠动机的影响
为了改善睡眠习惯,我们将创建信息来提高人们对睡眠的认识,并检查信息对睡眠习惯的影响。日本人,尤其是儿童和工人,睡眠时间比其他国家的男性和女性都要少。因此,有些人“周末睡懒觉”,在周末睡得很多,以确保更多的睡眠。然后,节奏被打乱了,重新与时间表同步变得很有挑战性。因此,有必要改善睡眠习惯,以确保一定的睡眠时间。本研究将采用消息传递方法,即收益/损失框架消息。然后,我们将根据每个参与者的睡眠价值观来调查哪种信息对睡眠习惯更有效。该实验首先对130名大学生和成年人进行了问卷调查,以评估他们对睡眠的态度和价值观。我们对83项问卷进行了探索性因子分析。因此,为每个被调查者计算因子得分,并通过聚类分析确定共6个聚类。在实验中,总共有10名参与者(20多岁的大学生),从“睡眠导向”和“睡眠不导向”两种类型中选出5名因子得分较高的参与者。被选中的参与者戴着手表类型的终端,在查看发送给他们的信息后上床睡觉。参与者每周收到七种不同类型的收益/损失框架信息。在关于14种不同信息的问卷调查中,参与者对信息的可接受性和他们对睡眠态度的变化做出了回应,比如早睡早起,回顾他们的日常节奏。对确认发送的信息后睡眠意识的变化和对发送的信息的可接受性的评价进行了5%显著性水平的双向方差分析。我们发现,在集群之间的主要影响以及集群与信息类型之间的相互作用中,睡眠意识存在显著差异。以睡眠为导向的人倾向于报告更多的睡眠意识变化和丢失框架信息。相比之下,睡眠不导向的人往往报告更多的睡眠意识变化与增益框架信息。计算每个参与者在每个时间段的平均睡眠时间(分钟),并以消息内容和聚类为因素进行双向方差分析,显著性水平为5%。我们没有发现集群、消息类型或交互之间的显著差异。然而,睡眠导向型的人往往比睡眠不导向型的人睡得更长。此外,在这两个群体中,当他们收到“损失框架”信息时,睡眠时间往往比收到“获得框架”信息时更长。这项研究中的干预措施产生了睡眠态度的变化,但这些变化在不同的群体中是不同的。另一方面,对于丢失帧的信息,所有的集群都显示出更长睡眠时间的趋势。换句话说,睡眠态度的改变可能不会直接反映在行为上,我们需要在未来对此进行调查。
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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