Information overload

信息过载
  • 文章类型: Journal Article
    背景:在医疗保健的信息时代,护士经常面临信息过载,导致负面情绪,例如,焦虑可能会阻碍采用循证实践和临床决策过程。数字健康素养较高的护士可以有效地处理和管理信息。尽管如此,没有研究探索信息焦虑之间的关系,数字健康素养,护士的核心能力。因此,本研究旨在探讨数字化健康素养对护士信息焦虑和核心能力的中介作用。
    方法:从2023年7月至10月,收集了该横断面研究的数据。该研究调查了福建省三家三级医院的608名护士,调查工具包括社会人口统计信息问卷,数字健康素养仪(CR-DHLI)的中文修订版,信息焦虑量表(IAS),和注册护士能力量表(CIRN)。采用SPSS29.0进行描述性统计和Pearson相关分析,利用Mplus检验数字健康素养的中介效应。
    结果:护士信息焦虑的平均得分,数字健康素养,核心能力分别为3.03±0.91、2.46±0.56、2.72±0.88。信息焦虑对护士核心能力的中介模型显示出良好的模型拟合指数(χ²/df=2.207,CFI=0.985,TLI=0.982,RMSEA=0.045,SRMR=0.035)。数字健康素养与护士核心能力呈正相关,与信息焦虑呈负相关。路径分析结果显示,信息焦虑对NCC(β=-0.119,P=0.004)和DHL(β=-0.297,P<0.001)有显著的负向直接影响。DHL对NCC有积极影响(β=0.306,P<0.001)。数字健康素养起到了部分中介作用,信息焦虑与护士核心能力的关系占43.54%。
    结论:护士的信息焦虑处于相对较高的水平,这对护士的核心能力产生了负面影响。这个问题需要护理管理者的关注。确立了数字化健康素养在护士信息焦虑与核心能力关系中的中介作用。护理管理者应加强对护士DHL的评价,制定有效的支持策略,从而提高信息时代护士的核心能力。
    BACKGROUND: In the information age of health care, nurses often face information overload, leading to negative emotions, e.g., anxiety that may impede the adoption of evidence-based practice and clinical decision-making process. Nurses with higher digital health literacy can effectively process and manage information. Despite this, no research has explored the relationship between information anxiety, digital health literacy, and core competency among nurses. Therefore, this study aims to investigate the mediating effects of digital health literacy on information anxiety and core competency among nurses.
    METHODS: From July to October 2023, the data for this cross-sectional study were collected. The study surveyed a total of 608 nurses from three tertiary hospitals in Fujian Province, and the survey instruments included a sociodemographic information questionnaire, Chinese revision version of the Digital Health Literacy Instrument (CR-DHLI), Information Anxiety Scale (IAS), and Competency Inventory for Registered Nurses (CIRN). Descriptive statistics and Pearson correlation analysis were conducted using SPSS 29.0, and the mediating effect of digital health literacy was examined using Mplus.
    RESULTS: The mean score of nurses\' information anxiety, digital health literacy, and core competency was 3.03 ± 0.91, 2.46 ± 0.56, 2.72 ± 0.88, respectively. And the mediation model of information anxiety on core competency for nurses showed a good model fit index (χ²/df = 2.207, CFI = 0.985, TLI = 0.982, RMSEA = 0.045, SRMR = 0.035). Digital health literacy was positively correlated with nurses\' core competency but negatively correlated with information anxiety. The results of path analysis revealed that information anxiety had negative and significant direct effects on NCC (β = -0.119, P = 0.004) and DHL (β = -0.297, P < 0.001). DHL had a positive effect on NCC (β = 0.306, P < 0.001). Digital health literacy played a partial mediating role, accounting for 43.54% of the relationship between information anxiety and nurses\' core competency.
    CONCLUSIONS: Information anxiety among nurses was at relatively high levels, which had a negative impact on the core competency of nurses. This issue requires attention from nursing managers. The mediating role of digital health literacy in the relationship between information anxiety and core competency among nurses has been established. Nursing managers should strengthen the evaluation of nurses\' DHL and devise effective support strategies to enhance DHL, thus improving the core competence of nurses in information age.
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  • 文章类型: Journal Article
    随着社交媒体的繁荣,很多人花很多时间在这些平台上。其中,一些人产生了负面情绪,比如疲劳,抑郁症,或者对交流不感兴趣,并暂时或永久使用社交媒体。因此,本研究旨在探讨社交媒体疲劳的前因,包括社交媒体的帮助,社交媒体自我效能感,在线主观幸福感,社会比较,强迫性社交媒体使用,隐私问题,害怕错过,和信息过载,并进一步讨论社交媒体疲劳对社交焦虑和潜伏的影响。
    向社交媒体用户分发了一份在线问卷,在目的性抽样策略的帮助下,获得了659个有效样本。数据采用偏最小二乘法(PLS)进行分析。
    研究发现,社交媒体自我效能感对社交媒体疲劳有显著的负面影响;强迫性社交媒体使用,害怕错过,信息过载对社交媒体疲劳有显著正向影响;社交媒体疲劳对社交焦虑和潜伏有显著正向影响。
    研究结果可作为社交媒体营销人员和互联网服务提供商制定业务策略的参考。
    UNASSIGNED: With the boom in social media, many people spend a lot of time on these platforms. Among them, some developed negative emotions, such as fatigue, depression, or disinterest in communicating, and used social media temporarily or permanently. Therefore, this study aims to explore the antecedents of social media fatigue, including social media helpfulness, social media self-efficacy, online subjective well-being, social comparison, compulsive social media use, privacy concerns, fear of missing out, and information overload, and to further discuss the determinants of social media fatigue on social anxiety and lurking.
    UNASSIGNED: An online questionnaire was distributed to social media users, and 659 valid samples were obtained with the help of a purposive sampling strategy. The data was analyzed by the partial least square (PLS) method.
    UNASSIGNED: The study found that social media self-efficacy had a significant negative effect on social media fatigue; compulsive social media use, fear of missing out, and information overload had a significant positive effect on social media fatigue; and social media fatigue had a significant positive effect on social anxiety and lurking.
    UNASSIGNED: The research results can be used as a reference for social media marketers and internet service providers in developing business strategies.
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  • 文章类型: Journal Article
    在社交商务中,用户越来越多地诉诸社交媒体平台来搜索信息,购买商品,分享购物经验。然而,社交媒体的使用也可能对用户的情绪产生负面影响,导致他们切换平台。因此,这项研究旨在调查负面因素(即,信息和通信过载)影响消费者在社交商务中的平台转换行为。利用刺激-有机体-反应(SOR)模型,本研究建立了研究框架,并在国内进行了在线调查。使用目的抽样技术来收集数据,生成477个有效响应。数据分析,基于结构方程模型,表明信息和通信过载,在线疲劳对平台切换意愿有正向影响。转换行为意图的影响由转换成本调节。中介分析表明,信息和通信过载可以通过在线疲劳和切换意图间接影响切换行为。本研究结合了转换成本的新颖方面,研究了社交商务中平台转换背后的驱动力。从而在理论上增加现有知识的价值。除此之外,我们的发现也具有重大的实际意义,对社交商务平台和卖家改善用户体验和留住现有客户很有价值。
    In social commerce, users are increasingly resorting to social media platforms to search for information, purchase goods, and share shopping experiences. However, social media use may also affect users\' emotions negatively, causing them to switch platforms. Therefore, this study aims to investigate how negative factors (i.e., information and communication overload) affect consumers\' platform-switching behavior in social commerce. Drawing on the stimulus-organism-response (SOR) model, this study established a research framework and conducted an online survey in China. A purposive sampling technique was used to collect the data, generating 477 valid responses. Data analysis, based on structural equation modeling, indicates that information and communication overload, and online fatigue positively affect platform-switching intention. The effect of the intention to switch on behavior is moderated by switching costs. Mediation analysis shows that information and communication overload can indirectly influence switching behavior through online fatigue and switching intention. This study incorporates the novel aspects of switching costs in examining the driving forces behind platform-switching in social commerce, thereby theoretically adding value to the existing body of knowledge. Apart from this, our findings also bear significant practical implications and are valuable for social commerce platforms and sellers to improve their user experience and retain existing customers.
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  • 文章类型: Journal Article
    目标:医疗保健提供者采用启发式和分析决策来应对急诊科(ED)的高风险环境。尽管信息系统(IS)的集成越来越多,关于它们功效的研究是相互矛盾的。借鉴相关领域,我们研究了时间和交付方式如何影响有效性。我们的目标是调和以前矛盾的发现,在ED中对最佳IS设计进行了介绍。
    方法:我们在PubMed的PRISMA之后进行了系统综述,Scopus,和WebofScience。我们将IS的时间编码为启发式或分析性的,他们的交付模式为主动的自动警报和被动时,需要用户启动的信息检索,以及它们对过程的影响,经济,和临床结果。
    结果:我们的分析包括83项研究。在早期的启发式决策过程中,最积极的干预措施无效,而被动干预通常会改善结果。在分析阶段,效果逆转了。促进信息提取的被动干预持续改善了结果。
    结论:我们的研究结果表明,积极干预措施的有效性与分娩过程中收到的信息量呈负相关。在早期的启发式决策过程中,当信息过载很高时,医生对警报没有反应,并主动咨询被动资源。在后来的分析阶段,由于诊断不确定性和信息量的降低,医生对警报的接受度增加。限制信息的干预会导致积极的结果,支持我们的解释。
    结论:我们将我们的发现综合到一个综合模型中,该模型揭示了以前评论中发现相互矛盾的根本原因,并可以指导从业人员在ED中设计IS。
    OBJECTIVE: Healthcare providers employ heuristic and analytical decision-making to navigate the high-stakes environment of the emergency department (ED). Despite the increasing integration of information systems (ISs), research on their efficacy is conflicting. Drawing on related fields, we investigate how timing and mode of delivery influence IS effectiveness. Our objective is to reconcile previous contradictory findings, shedding light on optimal IS design in the ED.
    METHODS: We conducted a systematic review following PRISMA across PubMed, Scopus, and Web of Science. We coded the ISs\' timing as heuristic or analytical, their mode of delivery as active for automatic alerts and passive when requiring user-initiated information retrieval, and their effect on process, economic, and clinical outcomes.
    RESULTS: Our analysis included 83 studies. During early heuristic decision-making, most active interventions were ineffective, while passive interventions generally improved outcomes. In the analytical phase, the effects were reversed. Passive interventions that facilitate information extraction consistently improved outcomes.
    CONCLUSIONS: Our findings suggest that the effectiveness of active interventions negatively correlates with the amount of information received during delivery. During early heuristic decision-making, when information overload is high, physicians are unresponsive to alerts and proactively consult passive resources. In the later analytical phases, physicians show increased receptivity to alerts due to decreased diagnostic uncertainty and information quantity. Interventions that limit information lead to positive outcomes, supporting our interpretation.
    CONCLUSIONS: We synthesize our findings into an integrated model that reveals the underlying reasons for conflicting findings from previous reviews and can guide practitioners in designing ISs in the ED.
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  • 文章类型: Journal Article
    这项研究试图检验新闻回避在相信COVID-19错误信息中的潜在作用。使用新加坡的两波面板调查数据,我们发现信息过载与新闻疲劳以及分析信息的困难有关。新闻疲劳和分析瘫痪也随后导致新闻回避,这增加了人们对COVID-19错误信息的信心。然而,这种联系只存在于那些经常接触COVID-19错误信息的人中。
    This study sought to examine the potential role of news avoidance in belief in COVID-19 misinformation. Using two-wave panel survey data in Singapore, we found that information overload is associated with news fatigue as well as with difficulty in analyzing information. News fatigue and analysis paralysis also subsequently led to news avoidance, which increased belief in COVID-19 misinformation. However, this link is present only among those who are frequently exposed to misinformation about COVID-19.
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  • 文章类型: Journal Article
    背景:年轻一代积极使用社交媒体来获取健康信息。然而,研究表明,当面临不确定性时,他们也避免在线获取健康信息。
    目的:本研究旨在研究Z世代之间的健康信息回避现象,这个时代活跃的网络用户的代表性群体。
    方法:借鉴计划风险信息规避模型,我们采用定性方法,在健康和风险沟通的背景下探讨与信息回避相关的因素.研究人员招募了38名16至25岁的参与者参加焦点小组讨论。
    结果:在这项研究中,我们试图对焦点小组访谈内容进行演绎定性分析,专注,和理论编码。我们的发现支持了计划风险信息回避模型的几个关键组成部分,同时突出了认知对情绪的潜在影响。具体来说,社会文化,群体认同和同龄人之间的社会规范导致一些人避免健康信息。认知上,混合水平的风险感知,相互冲突的价值观,信息过载,信息源可信度低,引发了他们的信息回避行为。影响,焦虑等负面情绪,挫败感,保持积极的愿望有助于避免。
    结论:这项研究对理解学术界和实践中的年轻用户的信息回避行为具有启示意义。
    BACKGROUND: Younger generations actively use social media to access health information. However, research shows that they also avoid obtaining health information online at times when confronted with uncertainty.
    OBJECTIVE: This study aims to examine the phenomenon of health information avoidance among Generation Z, a representative cohort of active web users in this era.
    METHODS: Drawing on the planned risk information avoidance model, we adopted a qualitative approach to explore the factors related to information avoidance within the context of health and risk communication. The researchers recruited 38 participants aged 16 to 25 years for the focus group discussion sessions.
    RESULTS: In this study, we sought to perform a deductive qualitative analysis of the focus group interview content with open, focused, and theoretical coding. Our findings support several key components of the planned risk information avoidance model while highlighting the underlying influence of cognition on emotions. Specifically, socioculturally, group identity and social norms among peers lead some to avoid health information. Cognitively, mixed levels of risk perception, conflicting values, information overload, and low credibility of information sources elicited their information avoidance behaviors. Affectively, negative emotions such as anxiety, frustration, and the desire to stay positive contributed to avoidance.
    CONCLUSIONS: This study has implications for understanding young users\' information avoidance behaviors in both academia and practice.
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  • 文章类型: Journal Article
    Cyberchondria越来越被认为是数字健康的阴暗面,鉴于互联网作为人们日常生活中健康信息的主要来源的普遍使用。虽然以前的研究已经确定了许多导致网络软骨症的因素,对健康相关广告的影响缺乏研究。因此,本研究采用应激源-应变-结果(SSO)模型来研究与健康相关的广告干扰如何与网络软骨症直接和间接相关。
    为了实证验证提出的研究模型,我们对437名在中国寻求医疗信息的互联网用户进行了一项在线调查。采用结构方程模型(SEM)对调查数据进行分析。
    我们的研究结果表明,与健康相关的广告干扰与网络软骨病之间的直接联系。同时,广告干扰与信息过载和信息无关均呈正相关,前者进一步预测了网络软骨症。此外,医患沟通削弱了信息过载对网络软骨病的积极影响。
    该研究不仅从理论上对与健康相关的广告干扰与网络软骨病之间的关系做出了贡献,而且实际上强调了有效的医患沟通在减少网络软骨病发展中的关键作用。
    UNASSIGNED: Cyberchondria is increasingly recognized as the dark side of digital health, given the pervasive use of the internet as a main source of health information in people\'s daily lives. While previous studies have identified many factors contributing to cyberchondria, there is a dearth of research on the impact of health-related advertisements. Therefore, this study adopts the stressor-strain-outcome (SSO) model to investigate how health-related advertising interference is directly and indirectly related to cyberchondria.
    UNASSIGNED: To empirically validate the proposed research model, we conducted an online survey with 437 internet users with medical information seeking experience in China. Structural equation modeling (SEM) was employed to analyze the survey data.
    UNASSIGNED: Our findings revealed a positive, direct association between health-related advertising interference and cyberchondria. Meanwhile, advertising interference was positively related to both information overload and information irrelevance, with the former further predicting cyberchondria. Moreover, doctor-patient communication weakened the positive effect of information overload on cyberchondria.
    UNASSIGNED: The study not only theoretically contributes to the literature by theorizing the relationship between health-related advertising interference and cyberchondria but also practically underlines the pivotal role of effective doctor-patient communication in reducing the development of cyberchondria.
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  • 文章类型: Journal Article
    借鉴认知-影响-联系(C-A-C)框架,这项研究调查了感知信息和社会和系统特征过载如何诱发抑郁和焦虑,这导致影响社交媒体用户的不连续意图。
    通过结构方程模型(SEM)对从中国570个社交网站用户收集的数据进行了分析。
    研究结果表明,感知到的信息过载,感知到的社会过载,感知系统功能过载直接影响社交网站用户的抑郁和焦虑,这直接导致了不连续的意图。这项研究满足了对社交网站中不连续行为进行深入研究的需求。研究结果为社交网站提供商提供了有关如何积极管理社交网站用户行为以减少负面情绪对社交网站影响的指南。
    UNASSIGNED: Drawing on the cognition-affect-conation (C-A-C) framework, this study investigates how perceived information and social and system feature overload induce depression and anxiety, which leads to affect discontinuous intentions of the social media users.
    UNASSIGNED: The data collected from 570 social networking site users in China are analyzed through structural equation modeling (SEM).
    UNASSIGNED: The findings show that perceived information overload, perceived social overload, and perceived system feature overload directly affect depression and anxiety among social networking site users, which directly leads to discontinuous intentions. This study fulfills the identified need for an in-depth investigation of discontinuous behavior in social networking sites. The findings provide social networking site providers with guidelines on how to actively manage social networking site user\'s behavior to reduce the effects of negative emotions on social networking sites.
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  • 文章类型: Journal Article
    人们在COVID-19大流行期间的信息行为受到了大量信息的挑战,错误信息,和虚假信息。本研究着手解决纵向的研究差距,定性询问人们的信息行为在COVID-19大流行期间是如何变化的。它旨在评估说德语的瑞士居民在全球健康危机期间如何看待和评估信息收集。作为“大流行时期的团结”(SolPan)研究公地的一部分,2020年4月(T1)对讲德语的瑞士居民进行了83次半结构化访谈,2020年10月(T2),2021年10月(T3)。人们被问及他们在COVID-19大流行期间的生活经历。定性数据分析遵循反身性主题分析方法,以威尔逊的信息行为模型为理论框架。参与者认为高质量的新闻新闻媒体,瑞士国家政府,科学专家,以及他们作为可靠信息来源的直接社会环境。他们有动机通过在专业背景下获得代理和确定性来收集信息,全球健康危机。阻碍信息寻求的干预变量包括感知到缺乏代理,大流行后期的习惯效应,信息过载,信息不一致,阴谋论。虽然T1的信息需求普遍较高,但参与者在T2的信息疲劳程度越来越高。在T3中,最突出的主题是相互矛盾的信息和不同的解释,这导致了人们对社会两极分化的认识,这被认为是参与者信息行为的直接结果。这一发现是通过既定的态度形成模型进行的:该研究表明,随着时间的流逝,参与者如何形成相当稳定的态度,以及随着大流行的发展,这如何导致两极分化和社会分割。讨论了在危机期间如何应对这种社会两极分化的实际意义。
    People\'s information behavior during the COVID-19 pandemic was challenged through vast amounts of information, misinformation, and disinformation. This study sets out to address the research gap of longitudinal, qualitative inquiries about how people\'s information behavior changed during the COVID-19 pandemic. It aims to assess how residents of German-speaking Switzerland perceived and evaluated information gathering during a global health crisis. As part of the \"Solidarity in Times of a Pandemic\" (SolPan) Research Commons, 83 semi-structured interviews with residents of German-speaking Switzerland were conducted in April 2020 (T1), October 2020 (T2), and October 2021 (T3). People were asked about their lived experiences during the COVID-19 pandemic. Qualitative data analysis followed a reflexive thematic analysis approach, using Wilson\'s model of information behavior as a theoretical framework. Participants perceived high-quality journalistic news media, the Swiss national government, scientific experts, and their direct social environment as trustworthy information sources. They were motivated to gather information through the wish of gaining agency and certainty in the context of a major, global health crisis. Intervening variables that hindered information seeking included a perceived lack of agency, habituation effects in the later stages of the pandemic, information overload, inconsistent information, and conspiracy theories. While information needs were generally high in T1, participants expressed a growing extent of information fatigue in T2. In T3, the most prominent themes were conflicting information and differing interpretations, which led to an increased perception of societal polarization, which was perceived as a direct consequence of participants\' information behavior. This finding is contextualized through established models of attitude formation: The study indicates how participants formed rather stable attitudes over time and how this led to a growing polarization and societal segmentation as the pandemic progressed. Practical implications regarding how to meet such societal polarization during crises are discussed.
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