online behavior

在线行为
  • 文章类型: Journal Article
    在线心理调查可以在大学生中快速收集数据,从而为心理干预提供了基础,特别是在突发公共卫生事件期间。然而,在线调查完成行为与离线心理症状之间的关联尚待探索。
    从2022年12月31日至2023年1月7日进行了大规模的基于网络的调查,涉及22,624名参与者。使用标准化措施评估心理症状,而完成调查所需的时间和完成时间由在线调查平台记录。
    随着持续时间的增加,焦虑的患病率,抑郁症,失眠,PTSD也显著增加(P<0.001)。在持续时间较长的组中观察到最高的比值比。只有较长的持续时间与PTSD显着相关。从晚上7点到晚上10点完成问卷的时间段被发现与焦虑症状和抑郁症状显著相关。相反,在其他时间完成问卷与焦虑症状和失眠症状特别相关.完成问卷所需的持续时间延长与焦虑的合并症更密切相关,抑郁症,和失眠比这些症状与创伤后应激障碍的合并症。当问卷在其他时间完成时,特别是深夜和清晨,个体更有可能表现出失眠的共病症状。
    该研究确定了持续时间之间的特定关联,完成在线调查的时间点,和大学生的心理症状/合并症。有必要进一步探讨它们的因果关系和潜在机制。
    UNASSIGNED: Online psychological surveys allow for swift data collection among college students, thus providing a foundation for psychological interventions, particularly during emergent public health events. However, the association between online survey completion behaviors and offline psychological symptoms has yet to be explored.
    UNASSIGNED: A large-scale web-based survey was conducted from December 31, 2022, to January 7, 2023, involving 22,624 participants. Psychological symptoms were assessed using standardized measures, while the time taken to complete the survey and the time of completion were recorded by the online survey platform.
    UNASSIGNED: As the time duration increased, the prevalence of anxiety, depression, insomnia, and PTSD also increased significantly (P for trend < 0.001). The highest odds ratios were observed in the longer duration group. Only a longer duration was significantly associated with PTSD. The time period for completing the questionnaire from 7 p.m. to 10 p.m. was found to be significantly linked with anxiety symptoms and depression symptoms. Conversely, completing the questionnaire at other times was specifically associated with anxiety symptoms and insomnia symptoms. The prolonged duration needed to complete the questionnaire was more closely related to the comorbidity of anxiety, depression, and insomnia than to the comorbidity of those symptoms with PTSD. When questionnaires were completed during other times, specifically referring to the late-night and early morning hours, individuals were more likely to exhibit comorbid symptoms of insomnia.
    UNASSIGNED: The study identified the specific associations between time durations, time points for completing online survey, and psychological symptoms/comorbidity among college students. Further exploration of their causal relationships and the underlying mechanisms is warranted.
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  • 文章类型: Journal Article
    作为个人消费者的人们经常成为可持续发展活动或沟通的目标,希望在个人层面加强可持续行为。随后在更大的社会规模上进行可持续性转型。然而,心理动机是复杂的,运动需要基于对个人的理解,和上下文,因素支持或阻碍可持续的行为选择。
    在离散选择实验中,参与者在三个房间中的每一个房间进行了假设的在线购买,这些房间旨在唤起人们对享乐的联想,增益,和规范的目标框架。向参与者展示了旨在在购买前促进可持续纺织品消费的运动信息。对于每种产品(T恤或香蕉)享乐(舒适/外观),收益(价格),在在线选择实验中,规范(有机/公平贸易)属性有所不同。
    与具有增益关联的房间相比,在规范房间中对T恤的规范属性的偏好增加了。没有观察到具有享乐或增益启动的房间对选择的影响。
    该研究支持物理空间可以增强目标框架激活和行为选择的假设,但得出的结论是,这种启动效应对主要的特异性敏感。
    UNASSIGNED: People as individual consumers are regularly targeted in sustainability campaigns or communications with the hope of enhancing sustainable behavior at an individual level, with subsequent sustainability transformation at a larger societal scale. However, psychological motivation is complex and campaigns need to be based on an understanding for what individual, and contextual, factors support or hinder sustainable behavioral choices.
    UNASSIGNED: In a discrete choice experiment, participants made hypothetical online purchases in each of three rooms designed to evoke associations to hedonic, gain, and normative goal frames. Participants were shown a campaign message intended to prime sustainable textile consumption prior to the purchase. For each product (t-shirt or bananas) hedonic (comfort/look), gain (price), and normative (organic/ fairtrade) attributes were varied in an online choice experiment.
    UNASSIGNED: Preferences for the normative attribute of t-shirts increased in the normative room compared to the room with gain associations. No effect of the rooms with hedonic or gain priming was observed on the choice.
    UNASSIGNED: The study supports the hypothesis that the physical room can enhance goal frame activation and behavioral choice but concludes that such priming effect is sensitive to specificity of the prime.
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  • 文章类型: Journal Article
    本研究调查了COVID-19大流行对四川高职院校学生心理健康和睡眠质量的影响,中国,找出在此期间影响其心理健康的关键因素。
    在2022年1月至2月之间,对四川几所高职院校的学生进行了全面调查,采用随机选择方法,涉及3,300名参与者。数据是通过由熟练的面试官进行的直接访谈收集的。
    在3049个有效回复中,相当多的人报告出现了精神健康不良的症状,焦虑,抑郁症,失眠,患病率为21.2%,9.7%,14.1%,和81.9%,分别。对心理健康和睡眠有积极影响的因素包括较高的家庭经济地位,减轻大流行带来的压力,在线活动减少。相反,大流行后缺乏身体活动,教育和就业中断,不断恶化的关系成为负面影响者。有趣的是,缺乏大流行前的心理健康知识是预防失眠的保护因素.
    COVID-19的持续管理显著影响了高职生的心理和睡眠健康,受经济驱动,情感,生活方式,和教育因素。调查结果强调了有针对性的干预措施以有效解决这些挑战的必要性。
    UNASSIGNED: This research investigated the impact of the COVID-19 pandemic on the mental well-being and sleep quality of students in higher vocational colleges in Sichuan, China, identifying key factors influencing their psychological health during this period.
    UNASSIGNED: Between January and February 2022, a comprehensive survey was conducted among students from several higher vocational colleges in Sichuan, utilizing a randomized selection approach to involve 3,300 participants. Data were collected through direct interviews executed by skilled interviewers.
    UNASSIGNED: Out of 3,049 valid responses, a significant number reported experiencing symptoms of poor mental health, anxiety, depression, and insomnia, with prevalence rates of 21.2%, 9.7%, 14.1%, and 81.9%, respectively. Factors contributing positively to mental health and sleep included a higher family economic status, reduced stress from the pandemic, and decreased online activity. Conversely, lack of physical activity post-pandemic, disruptions to education and employment, and deteriorating relationships emerged as negative influencers. Interestingly, a lack of pre-pandemic mental health knowledge acted as a protective factor against insomnia.
    UNASSIGNED: The ongoing management of COVID-19 has notably influenced the psychological and sleep health of vocational college students, driven by economic, emotional, lifestyle, and educational factors. The findings underscore the necessity for targeted interventions to address these challenges effectively.
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  • 文章类型: Journal Article
    这项研究利用数据,从2016年至2021年,来自比利时老龄化研究,并根据九项互联网活动介绍了老年互联网用户的类型学。两步聚类分析和潜在类别分析揭示了三个群体:(1)“基本用户”主要从事信息搜索和邮寄,(2)“全能者”参与几乎所有的互联网活动,(3)“选择性用户”是中介,主要使用互联网进行信息搜索,邮寄,电子银行和与(大)儿童的沟通。这些集群的社会人口统计学特征各不相同,“全能者”更年轻,受过更多的教育,更富有,主要是男性,与“选择性用户”和“基本用户”相比,\"分别。
    This study utilizes data, spanning 2016-2021, from the Belgian Ageing Studies and presents a typology of older internet users based on nine internet activities. Two-step Cluster Analysis and Latent Class Analysis revealed three groups: (1) \"Basic users\" primarily engage in information search and mailing, (2) \"Allrounders\" participate in nearly all internet activities and (3) \"Selective users\" are intermediary, predominantly using the internet for information search, mailing, e-banking and communication with (grand)children. These clusters varied in sociodemographic characteristics, with \"Allrounders\" being younger, more educated, wealthier and predominantly male, compared to \"Selective users\" and \"Basic users,\" respectively.
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  • 文章类型: Journal Article
    大量的实证研究已经检查了谁会陷入错误信息以及为什么。这里,我们引入了一个正式的博弈论参与新闻报道的模型,该模型捕获了(错误)信息消费者和生产者之间的战略相互作用。该模型的一个关键见解是,观察到的参与模式不一定反映消费者的偏好。这是因为寻求宣传错误信息的生产者可以使用策略,导致适度注意力不集中的读者更多地参与虚假故事,而不是真实故事,即使读者更喜欢更准确的信息而不是不太准确的信息。然后,我们根据经验测试人们对新闻准确性的偏好。在三项研究中,我们发现人们强烈喜欢点击和分享他们认为更准确的新闻-无论是在一般人群样本中,在通过Twitter招募的用户样本中,他们实际上分享了在线错误信息网站的链接。尽管这种对准确新闻的偏好-并且与我们模型的预测一致-我们发现来自错误信息的文章与主流新闻网站的参与模式明显不同。使用来自20个错误信息和20个主流新闻网站的1000个标题,我们将Facebook参与度数据与调查实验中收集的20,000个准确性评级进行了比较。对标题的参与与错误信息网站的感知准确性呈负相关,但与主流网站的感知准确性呈正相关。一起来看,这些理论和实证结果表明,消费者的偏好不能直接从参与的经验模式中推断出来。
    A great deal of empirical research has examined who falls for misinformation and why. Here, we introduce a formal game-theoretic model of engagement with news stories that captures the strategic interplay between (mis)information consumers and producers. A key insight from the model is that observed patterns of engagement do not necessarily reflect the preferences of consumers. This is because producers seeking to promote misinformation can use strategies that lead moderately inattentive readers to engage more with false stories than true ones-even when readers prefer more accurate over less accurate information. We then empirically test people\'s preferences for accuracy in the news. In three studies, we find that people strongly prefer to click and share news they perceive as more accurate-both in a general population sample, and in a sample of users recruited through Twitter who had actually shared links to misinformation sites online. Despite this preference for accurate news-and consistent with the predictions of our model-we find markedly different engagement patterns for articles from misinformation versus mainstream news sites. Using 1,000 headlines from 20 misinformation and 20 mainstream news sites, we compare Facebook engagement data with 20,000 accuracy ratings collected in a survey experiment. Engagement with a headline is negatively correlated with perceived accuracy for misinformation sites, but positively correlated with perceived accuracy for mainstream sites. Taken together, these theoretical and empirical results suggest that consumer preferences cannot be straightforwardly inferred from empirical patterns of engagement.
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  • 文章类型: Journal Article
    在线交流激增的结果是在虚拟空间中观察到的反社会行为的令人担忧的存在。研究表明,移情的认知成分受到电子通信功能的阻碍,电子通信功能促进了在线反社会行为。缺乏对在线交流特征如何抑制认知移情的研究,关于道德脱离接触和反社会行为的发现尚未与认知移情和电子交流的研究相结合。本研究探讨了这些关系。一百零三名本科生完成了几项措施,包括在线道德脱离量表,认知和情感移情问卷,和在线亲社会和反社会行为量表。结果显示,强迫性互联网使用与网络道德脱离之间存在正相关,以及认知移情和在线道德脱离之间的负相关。有人假设在线道德脱离会调解在线认知移情与反社会行为之间的关系,但这种调解没有得到支持。然而,认知移情和道德正当性之间存在一种缓和的关系,自由主义。可以进一步探索这种适度,并通过未来的研究来加深我们对政治意识形态与虚拟行为的关系的理解。此外,关于移情和道德脱离的组成部分的发现,以及他们在网上反社会行为中的作用,可以为未来的研究以及专注于促进在线亲社会行为和遏制网络侵略的干预措施提供信息。
    A consequence of the proliferation of online communication is the concerning presence of antisocial behavior observed in virtual spaces. Research suggests the cognitive component of empathy is hindered by features of electronic communication which facilitates antisocial behaviors online. Investigations into how features of online communication inhibit cognitive empathy are lacking, and findings on moral disengagement and antisocial behavior have yet to be integrated with studies on cognitive empathy and electronic communication. The current study explores these relationships. One hundred and three undergraduate students completed several measures including the Online Moral Disengagement Scale, Questionnaire of Cognitive and Affective Empathy, and Online Prosocial and Antisocial Behavior Scale. Results showed a positive correlation between compulsive internet use and online moral disengagement, as well as a negative correlation between cognitive empathy and moral disengagement online. It was hypothesized that online moral disengagement would mediate the relation between cognitive empathy and antisocial behavior online but this mediation was not supported. However, a moderated relationship was revealed between cognitive empathy and moral justification, by liberalism. This moderation can be explored further and built upon by future research to deepen our understanding of how political ideology relates to virtual behavior. Furthermore, the findings concerning components of empathy and moral disengagement, and their role within the perpetration of antisocial conduct online, can inform future research as well as interventions focused on fostering prosocial behavior online and curbing cyberaggression.
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  • 文章类型: Journal Article
    Using the Health Belief Model (HBM), this study analyzed tweets related to COVID-19 published by national health departments of the United States, the South Korea, the United Kingdom, Japan, Germany, and India to explore their differences in (1) the health measures against COVID-19, (2) the health promotion strategies, (3) the social media engagements that those measures and strategies have triggered.
    We conducted a content analysis with 1,200 randomly selected COVID-19-related tweets from six national health departments\' Twitter accounts from 1 January 2020 to 31 December 2020. We coded the six HBM constructs and 21 sub-themes of the HBM constructs for each tweet.
    Results showed that all six HBM constructs were used in the full sample. The most commonly used HBM construct was cues to action, followed by susceptibility, benefits, self-efficacy, severity, and barriers. All the HBM constructs were positively related to Twitter engagement variables except barriers. Further analysis illustrated that people from the six countries responded differently to the HBM constructs and the HBM sub-themes. Twitter users in Germany, India, the U.S., and Japan positively reacted to the clear directions of \"what to do against COVID-19\" (cues to action), while Twitter users in the U.S. and Japan were also eager to know the justifications for such directions (benefits); people in South Korea and the U.K. were mainly seeking a diagnosis of the severity and susceptibility of COVID-19, instead of health measures, of COVID-19 in the year 2020.
    This study showed the use of HBM constructs is generally effective in inducing Twitter engagement. The further comparison illustrated a homogenization in the promotion strategies that the health departments implemented and the health measures they promoted, yet responses to such promotions varied across nations. This study broadened the scope of HBM applications from predicting health behaviors in surveys to guiding the design of health promotion messages online.
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  • 文章类型: Journal Article
    研究表明,智能手机使用与一系列物理,心理,和性能维度。这里,我们测试一下,由用户安装的自我推动应用程序,以减少智能手机上所选目标应用程序的无意识使用。当用户尝试打开他们选择的目标应用程序时,一秒钟会干扰弹出窗口,结合了一个深思熟虑的信息,由短暂的等待时间摩擦,和关闭打开目标应用程序的选项。在现场实验中,我们在6周内收集了280名参与者的行为用户数据,并在干预前后进行了两次调查。一秒以两种方式减少了目标应用的使用。首先,平均有36%的参与者尝试打开目标应用程序,一秒钟干扰后,他们再次关闭了该应用程序。第二,在6周的过程中,用户尝试打开目标应用程序的次数比第一周少37%。总之,连续六周后,用户实际打开目标应用程序的次数减少了57%。之后,参与者还报告说,他们的应用程序花费的时间更少,并表示他们对消费的满意度更高。要解开一秒的效果,我们在预先注册的在线实验(N=500)中测试了其三个心理特征,该实验测量了真实和病毒式社交媒体视频剪辑的消耗。我们发现,提供额外的选项来驳回消费尝试具有最强的效果。虽然时间延迟的摩擦也减少了消耗实例,审议信息无效。
    Research suggests various associations of smartphone use with a range of physical, psychological, and performance dimensions. Here, we test one sec, a self-nudging app that is installed by the user in order to reduce the mindless use of selected target apps on the smartphone. When users attempt to open a target app of their choice, one sec interferes with a pop-up, which combines a deliberation message, friction by a short waiting time, and the option to dismiss opening the target app. In a field-experiment, we collected behavioral user data from 280 participants over 6 wk, and conducted two surveys before and after the intervention span. one sec reduced the usage of target apps in two ways. First, on average 36% of the times participants attempted opening a target app, they closed that app again after one sec interfered. Second, over the course of 6 wk, users attempted to open target apps 37% less than in the first week. In sum, one sec decreased users\' actual opening of target apps by 57% after six consecutive weeks. Afterward, participants also reported spending less time with their apps and indicated increased satisfaction with their consumption. To disentangle one sec\'s effects, we tested its three psychological features in a preregistered online experiment (N = 500) that measured the consumption of real and viral social media video clips. We found that providing the additional option to dismiss the consumption attempt had the strongest effect. While the friction by time delay also reduced consumption instances, the deliberation message was not effective.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    情感需求(NFA),这是指接近或避免情绪诱发情况的动机,是心理健康监测和干预的一个有价值的指标,以及许多其他应用。传统上,NFA已经使用自我报告进行了测量,由于其在快速方面的缺点,这在今天的在线场景中是不适用的,大规模评估。本研究提出了一种基于社交媒体行为数据的非侵入式NFA自动识别方法。获取了934名参与者的NFA问卷得分及其社交媒体数据。然后我们运行机器学习算法来训练预测模型,可用于自动识别在线用户的NFA学位。结果表明,极限梯度增强(XGB)在几种算法中表现最好。预测得分与NFA问卷得分之间的Pearson相关系数达到0.25(避免NFA),0.31(NFA方法)和0.34(NFA总计),半分割可靠性为0.66-0.70。我们的研究表明,青少年可以根据他们的社交媒体行为来识别NFA,并开辟了一种非侵入性感知用户NFA的新方法,可用于心理健康监测和其他需要大规模NFA测量的情况。
    The need for affect (NFA), which refers to the motivation to approach or avoid emotion-inducing situations, is a valuable indicator of mental health monitoring and intervention, as well as many other applications. Traditionally, NFA has been measured using self-reports, which is not applicable in today\'s online scenarios due to its shortcomings in fast, large-scale assessments. This study proposed an automatic and non-invasive method for recognizing NFA based on social media behavioral data. The NFA questionnaire scores of 934 participants and their social media data were acquired. Then we run machine learning algorithms to train predictive models, which can be used to automatically identify NFA degrees of online users. The results showed that Extreme Gradient Boosting (XGB) performed best among several algorithms. The Pearson correlation coefficients between predicted scores and NFA questionnaire scores achieved 0.25 (NFA avoidance), 0.31 (NFA approach) and 0.34 (NFA total), and the split-half reliabilities were 0.66-0.70. Our research demonstrated that adolescents\' NFA can be identified based on their social media behaviors, and opened a novel way of non-intrusively perceiving users\' NFA which can be used for mental health monitoring and other situations that require large-scale NFA measurements.
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