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The academic industry’s response to generative artificial intelligence: An institutional analysis of large language models 学术界对生成式人工智能的回应:大型语言模型的机构分析
IF 5.6 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-04-04 DOI: 10.1016/j.telpol.2024.102760
Nir Kshetri

This paper examines academic institutions' heterogeneous initial responses to generative AI (GAI) tools like ChatGPT and factors influencing increased acceptance over time. GAI's disruptive nature coupled with uncertainty about impacts poses adoption challenges. However, external pressures from stakeholders seeking GAI integration contribute to changing attitudes. Actions of institutional change agents also drive growing acceptance by increasing awareness of GAI advantages. They challenge prevailing logics emphasizing assessments, proposing new values around employability and job performance. Additionally, academic institutions reevaluating GAI's value creation potential through applications and evolving business models contributes to favorable responses. The paper proposes an institutional theory framework explaining dynamics underpinning academic institutions' assimilation of GAI. It highlights how various mechanisms like external pressures, institutional entrepreneurs' theorization efforts justifying technology use, and internal sensemaking shape institutional norms and values, enabling academic systems' adaptation. The study informs policy and practice while directing future research toward validating propositions empirically and examining contextual dimensions including industry characteristics affecting GAI adoption.

本文研究了学术机构对 ChatGPT 等生成式人工智能(GAI)工具的不同初始反应,以及随着时间推移影响接受度提高的因素。GAI 的破坏性和影响的不确定性给采用带来了挑战。然而,利益相关者寻求整合 GAI 的外部压力有助于改变人们的态度。机构变革推动者的行动也通过提高对全球审计与分析优势的认识,促使接受度不断提高。他们对强调评估的普遍逻辑提出挑战,围绕就业能力和工作绩效提出新的价值观。此外,学术机构通过应用和不断发展的商业模式,重新评估 GAI 的价值创造潜力,也促进了良好的反应。本文提出了一个制度理论框架,解释学术机构吸收 GAI 的动力。它强调了各种机制,如外部压力、机构创业者为证明技术使用的合理性而进行的理论化努力,以及内部感性认识如何形成机构规范和价值观,从而使学术系统得以适应。这项研究为政策和实践提供了参考,同时也引导未来的研究以实证的方式验证命题,并研究影响 GAI 采用的背景因素,包括行业特征。
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引用次数: 0
Digital infrastructure empowerment and urban carbon emissions: Evidence from China 数字基础设施赋权与城市碳排放:来自中国的证据
IF 5.6 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-04-04 DOI: 10.1016/j.telpol.2024.102764
Kaicheng Liao , Juan Liu

China is accelerating its entry into the digital age, and the contribution of digital infrastructure to the reduction of carbon emissions is becoming increasingly prominent. The influence mechanism of digital infrastructure on urban carbon emissions is empirically tested in this study from the standpoint of digital empowerment using panel data from 250 cities between 2008 and 2020. According to the study, digital infrastructure greatly lowers urban carbon emissions, with each additional mobile base station reducing carbon emissions by 36 tons. This conclusion remains robust even after controlling for endogeneity issues. The mechanism examination indicates that the decarbonization effect of digital infrastructure is mainly achieved by empowering enterprises, individuals, and governments with digital capabilities. Heterogeneity analysis reveals that the effects of digital infrastructure on carbon emissions vary after considering variations in the city's administrative hierarchy, industrial structure, and resource types in China. According to the study's findings, developing countries should expand digital infrastructure construction and fully harness its potential for energy saving and emissions reduction to meet their emission reduction targets. At the same time, differentiated emission reduction policies should be formulated to adapt to the heterogeneous characteristics among cities and ensure that emission reduction measures are effectively implemented in each city.

中国正在加速进入数字时代,数字基础设施对碳减排的贡献日益凸显。本研究从数字赋权的角度出发,利用 2008-2020 年间 250 个城市的面板数据,实证检验了数字基础设施对城市碳排放的影响机制。研究显示,数字基础设施大大降低了城市碳排放,每增加一个移动基站,碳排放就会减少 36 吨。即使在控制了内生性问题后,这一结论依然稳健。机制研究表明,数字基础设施的去碳化效应主要是通过赋予企业、个人和政府数字能力来实现的。异质性分析表明,考虑到中国城市行政级别、产业结构和资源类型的不同,数字基础设施对碳排放的影响也不尽相同。根据研究结果,发展中国家应扩大数字基础设施建设,充分利用其节能减排潜力,实现减排目标。同时,应制定差异化的减排政策,以适应各城市的不同特点,确保减排措施在各城市得到有效实施。
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引用次数: 0
Model analysis on the economic impact of paid peering: Implications of the Netflix vs. SK broadband dispute 付费对等互联的经济影响模型分析:Netflix 与 SK 宽带争端的影响
IF 5.6 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-04-02 DOI: 10.1016/j.telpol.2024.102736
Toshiya Jitsuzumi

In April 2020, Netflix, Inc. and its Korean subsidiary Netflix Services Korea Ltd. filed a lawsuit against SK Broadband, Inc., seeking confirmation that there were no obligations to bear network costs. On June 25, 2021, the Seoul Central District Court rejected Netflix’s argument and acknowledged the existence of an obligation to negotiate fees. Netflix subsequently appealed the decision on November 5, 2021. However, on September 18, 2023, SK Broadband and parent SK Telecom suddenly announced in a joint statement with Netflix that they had agreed to establish a strategic partnership to end all disputes. This study provides an overview of the case, discusses the related concepts, and analyzes the meaning of the case outcome in terms of efficient resource allocation within the broadband ecosystem. A model analysis revealed that, with the freedom of price setting, the effect of introducing paid peering is neutral with respect to resource allocation; however, when that freedom is impaired, for example by price regulations or net neutrality obligations, the introduction of paid peering not only generates benefits for the introducing players and their customers but it also results in damage to overall social welfare. In addition, this study shows that paid peering can be used as a means of internalizing externalities when the external economies of network/content investment are considered. These arguments are expected to make a theoretical contribution to the debate on shifting the economic burden of network infrastructure to over-the-top players, and help the telecom regulator to better design universal broadband scheme.

2020 年 4 月,Netflix 公司及其韩国子公司 Netflix Services Korea Ltd.对 SK 宽带公司提起诉讼,要求确认不存在承担网络费用的义务。2021 年 6 月 25 日,首尔中央地方法院驳回了 Netflix 的诉讼请求,并承认双方存在协商费用的义务。Netflix 随后于 2021 年 11 月 5 日对该判决提出上诉。然而,2023 年 9 月 18 日,SK 宽带和母公司 SK 电讯突然与 Netflix 发表联合声明,宣布双方同意建立战略合作伙伴关系,以结束所有争议。本研究概述了该案例,讨论了相关概念,并从宽带生态系统内有效资源配置的角度分析了该案例结果的意义。模型分析表明,在价格制定自由的情况下,引入付费对等互联对资源配置的影响是中性的;但是,当这种自由受到损害时,例如受到价格法规或网络中立义务的影响,引入付费对等互联不仅会给引入者及其客户带来利益,还会导致整体社会福利受损。此外,本研究还表明,如果考虑到网络/内容投资的外部经济性,付费对等互联可以作为外部效应内部化的一种手段。这些论点有望为有关将网络基础设施的经济负担转嫁给顶级运营商的讨论做出理论贡献,并帮助电信监管机构更好地设计全民宽带计划。
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引用次数: 0
The role of Video on Demand in stimulating broadband adoption 视频点播在促进宽带普及方面的作用
IF 5.6 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-04-01 DOI: 10.1016/j.telpol.2024.102751
Raul Katz , Juan Jung , Fernando Callorda

In this paper we study the role of Video on Demand services (VOD) as drivers of broadband adoption. While the research literature has highlighted the importance of digital content, such as applications and Internet platforms, as a driver of broadband adoption, no studies have yet explored the specific contribution of VOD. We developed a worldwide database of VOD services launch by country since 2012 (including Netflix, Amazon Prime, Apple TV+, Disney+, Paramount+, and HBO Max) and explored their contribution as contributors to broadband adoption during the period. To do so, we relied on several empirical specifications including instrumental variables to control for reverse causality between broadband adoption and VOD services availability. Our results confirm that VOD services have been a key contributor to the increase of broadband connectivity, also helping to narrow down the digital divide especially in developing nations. In addition, VOD service offers have been associated with the gradual increase in the purchasing of broadband higher speed plans. Finally, there is a significant and positive increase in consumer surplus associated with the launch of VOD offers. This evidence points to the impact of VOD services on the digital economy as a stimulus for consumer acquisition of broadband services and therefore as a contributor to the revenues of broadband service providers.

在本文中,我们研究了视频点播服务(VOD)在宽带应用中的推动作用。研究文献强调了数字内容(如应用程序和互联网平台)作为宽带应用驱动力的重要性,但尚未有研究探讨视频点播服务的具体贡献。我们开发了一个全球数据库,收录了自 2012 年以来各国推出的 VOD 服务(包括 Netflix、Amazon Prime、Apple TV+、Disney+、Paramount+ 和 HBO Max),并探讨了它们在此期间对宽带应用的贡献。为此,我们采用了多种经验规格,包括工具变量来控制宽带采用与 VOD 服务可用性之间的反向因果关系。我们的研究结果证实,视频点播服务是提高宽带连接性的关键因素,也有助于缩小数字鸿沟,尤其是在发展中国家。此外,VOD 服务的提供还与宽带高速计划购买量的逐步增加有关。最后,消费者盈余也随着 VOD 服务的推出而大幅增加。这些证据表明,视频点播服务对数字经济产生了影响,刺激了消费者购买宽带服务,从而增加了宽带服务提供商的收入。
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引用次数: 0
Consumer-driven design and evaluation of broadband labels 消费者驱动的宽带标签设计与评估
IF 5.6 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-03-29 DOI: 10.1016/j.telpol.2024.102717
Christopher Choy , Ellie Young , Megan Li , Lorrie Faith Cranor , Jon M. Peha

This study examines the content and layout of the proposed broadband consumer disclosure labels mandated by the U.S. Federal Communications Commission (FCC). Our large-scale user study identifies key consumer preferences and comprehension factors through a two-phase survey of 2500 broadband internet consumers. Findings reveal strong support for broadband labels, but dissatisfaction with the FCC's proposed labels from 2016. Participants generally struggled to use the label for cost computations and plan comparisons. Technical terms confused participants, but providing participants with brief education made the terms useable. Participants desired additional information, including reliability, speed measures for both periods when performance is “normal” and periods when performance is much worse than normal, quality-of-experience ratings, and detailed network management practices. This feedback informed our improved label designs that outperformed the 2016 labels in comprehension and preference. Overall, consumers valued clear pricing and performance details, comprehensive information, and an easy-to-understand format for plan comparison. Requiring broadband service providers to deposit machine-readable plan information in a publicly accessible database would enable third parties to further customize how information is presented to meet these consumer needs. Our work additionally highlights the need for user studies of labels to ensure they meet consumer demands.

本研究探讨了美国联邦通信委员会 (FCC) 规定的宽带消费者信息披露标签的内容和布局。通过对 2500 名宽带互联网消费者进行两阶段调查,我们的大规模用户研究确定了关键的消费者偏好和理解因素。调查结果显示,宽带标签得到了消费者的大力支持,但对联邦通信委员会 2016 年提出的标签并不满意。参与者普遍难以使用标签进行成本计算和计划比较。技术术语使参与者感到困惑,但通过对参与者进行简要教育,这些术语变得易于使用。参与者希望获得更多信息,包括可靠性、性能 "正常 "期间和性能远低于正常期间的速度测量、体验质量评级以及详细的网络管理实践。这些反馈意见为我们改进标签设计提供了依据,这些标签在理解性和偏好性方面都优于 2016 年的标签。总体而言,消费者看重的是清晰的定价和性能细节、全面的信息以及易于理解的计划比较格式。要求宽带服务提供商将机器可读的计划信息存入可公开访问的数据库,将使第三方能够进一步定制信息展示方式,以满足消费者的这些需求。我们的工作还强调了对标签进行用户研究以确保其满足消费者需求的必要性。
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引用次数: 0
Does displaying one's IP location influence users' privacy behavior on social media? Evidence from China's Weibo 显示个人 IP 位置是否会影响用户在社交媒体上的隐私行为?来自中国微博的证据
IF 5.6 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-03-28 DOI: 10.1016/j.telpol.2024.102759
Yu-li Liu , Yanfei Wu , Changyan Li , Chuling Song , Wen-yi Hsu

Internet protocol (IP) addresses are significant information that can reveal users' locations. However, users may not be aware of it since IP-related information is rarely displayed on social media around the globe. In March 2022, China unexpectedly implemented a regulation that compulsorily displays users' IP locations on a wide range of social media platforms such as Weibo. To explore how users perceive the new function and potential consequences of such policies, this study adopts a qualitative approach by applying privacy calculus theory to examine the factors that influence users’ privacy behavior in this context. The results suggest that users hold different privacy perceptions regarding IP location display. Moreover, the perceived costs for many users outweigh the benefits associated with IP location display, leading them to reduce their self-disclosure and prompting the adoption of privacy management strategies on Weibo.

互联网协议(IP)地址是可以显示用户位置的重要信息。然而,由于 IP 相关信息很少在全球社交媒体上显示,用户可能并不知晓。2022 年 3 月,中国出人意料地实施了一项规定,在微博等众多社交媒体平台上强制显示用户的 IP 位置。为了探究用户如何看待此类政策的新功能和潜在后果,本研究采用定性方法,运用隐私微积分理论来研究在此背景下影响用户隐私行为的因素。研究结果表明,用户对 IP 位置显示持有不同的隐私观念。此外,许多用户认为 IP 位置显示的成本大于收益,这导致他们减少自我披露,并促使微博采取隐私管理策略。
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引用次数: 0
The Brussels Effect in Brazil: Analysing the impact of the EU digital services act on the discussion surrounding the fake news bill 巴西的布鲁塞尔效应:分析欧盟数字服务法案对假新闻法案讨论的影响
IF 5.6 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-03-25 DOI: 10.1016/j.telpol.2024.102757
Thales Martini Bueno , Renan Gadoni Canaan

The May 2023 version of Brazil's Fake News Bill (FNB), a proposed new statutory framework for social media regulation, heavily referenced the EU's Digital Services Act (DSA). The literature on regulatory convergence points to the Brussels Effect, praising the EU for wielding unilateral soft power in shaping global regulations. Therefore, based on interviews with Brazilian experts who played a significant role in the regulatory discussion, this study applies Thematic Analysis to assess the DSA's impact on the FNB draft. The article finds limited Brussels Effect due to criticism of its incapacity to address local platform liability concerns and the absence of economic and legal drivers for convergence with EU regulation. Despite this, the study highlights the DSA's positive influence on the local debate in promoting democratic and human rights principles, leveraging the European legislative process to enrich local discussions. Finally, local political factors contributed to a narrative that differed from the DSA, framing the FNB not only as a tool against disinformation, but also as a means to protect democracy. This paper offers an unprecedented case study of the Brussels Effect reach on the global-south, presenting limitations of the EU benchmark when transposed to other regulatory and political contexts.

巴西 2023 年 5 月版的《假新闻法案》(FNB),作为社交媒体监管的拟议新法定框架,大量引用了欧盟的《数字服务法案》(DSA)。有关监管趋同的文献指出了 "布鲁塞尔效应",称赞欧盟在制定全球法规时发挥了单边软实力。因此,根据对在监管讨论中发挥重要作用的巴西专家的访谈,本研究运用主题分析法评估了《数字服务法》对 FNB 草案的影响。文章认为,由于批评其无法解决本地平台责任问题,以及缺乏与欧盟法规趋同的经济和法律驱动力,因此布鲁塞尔效应有限。尽管如此,该研究强调了 DSA 在促进民主和人权原则方面对地方辩论的积极影响,它利用欧洲立法程序丰富了地方讨论。最后,当地的政治因素促成了一种不同于《丹麦人权法案》的说法,将《联邦国家广播法案》不仅视为打击虚假信息的工具,也视为保护民主的手段。本文提供了一个前所未有的案例研究,说明了布鲁塞尔效应对全球-南方的影响,并提出了欧盟基准在移植到其他监管和政治环境中时的局限性。
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引用次数: 0
Mobile network operators’ business risks in next-generation public safety services 移动网络运营商在下一代公共安全服务中的业务风险
IF 5.6 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-03-24 DOI: 10.1016/j.telpol.2024.102733
Tapio Savunen, Pekka Kekolahti, Petri Mähönen, Heikki Hämmäinen, Kalevi Kilkki

Field of research

This research falls under the field of mobile broadband 4G/5G networks for public safety communications and focuses specifically on the public safety services business of mobile network operators (MNOs).

Purpose

This research contributes a qualitative model of MNOs’ business risks in providing public safety services. The risk assessment covers the business model used in European public safety mobile broadband projects.

Methods and data

A qualitative method was chosen for the research. The risk model used was an influence diagram with the causal taxonomy of risk, which is commonly used for qualitative and quantitative causal models based on Bayesian networks. The Delphi method was employed through the use of an expert panel to create the risk model. The expert panel's risk assessment was conducted using a case study that followed the model of European public safety projects.

Findings

The risk model shows that business risks are, in many ways, a threat to the financial goals of MNOs' public safety business. These risks could result in additional costs, contractual penalties, and lost service revenue. Additionally, there is potential for negative impacts on MNOs’ regular business, which can lead to a loss of market share and revenue.

Value

This research provides new insights into MNOs’ business risks in next-generation public safety services. Procurement authorities are advised to use the results in the business model and contract planning for public safety procurements. MNOs can gain advantages from these results by enhancing their understanding of the potential business risks, their consequences, and how to control and mitigate them in public safety projects.

研究领域本研究属于公共安全通信移动宽带 4G/5G 网络领域,特别关注移动网络运营商(MNOs)的公共安全服务业务。研究目的本研究为移动网络运营商提供公共安全服务业务风险的定性模型。风险评估涵盖了欧洲公共安全移动宽带项目中使用的业务模式。使用的风险模型是带有风险因果分类法的影响图,该方法通常用于基于贝叶斯网络的定性和定量因果模型。德尔菲法是通过使用专家小组来创建风险模型的。风险模型显示,业务风险在许多方面对移动网络运营商公共安全业务的财务目标构成威胁。这些风险可能导致额外成本、合同处罚和服务收入损失。此外,还有可能对移动网络运营商的常规业务产生负面影响,从而导致市场份额和收入的损失。Value 这项研究为移动网络运营商在下一代公共安全服务中的业务风险提供了新的见解。建议采购机构在公共安全采购的商业模式和合同规划中使用这些结果。移动网络运营商可以从这些结果中获得优势,加强对公共安全项目中潜在商业风险、其后果以及如何控制和减轻这些风险的理解。
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引用次数: 0
Law in orbit: International legal perspectives on cyberattacks targeting space systems 轨道上的法律:从国际法律角度看针对空间系统的网络攻击
IF 5.6 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-03-23 DOI: 10.1016/j.telpol.2024.102739
Brianna Bace , Yasir Gökce , Unal Tatar

Space sector systems enable numerous critical functions and are often integrated into existing telecommunications infrastructure to enhance network connectivity coverage and capacity. Amid escalating cyber threats, this paper examines the application of international law to cyber operations targeting space infrastructure, addressing a critical gap in discourse. While declarations by global entities affirm the applicability of international law to cyberattacks, the complexities of cyberspace, compounded by the unique aspects of space infrastructure, pose challenges in implementation. Recognizing the absence of global cyber law and a lack of customary international law regarding cyber operations on space infrastructure, this study provides one of the first legal examinations via case analysis of cyberattacks on space infrastructures, both terrestrial and orbital, through the lens of international humanitarian law, the law of armed conflict, and outer space law. This paper adopts a comprehensive approach, considering perspectives from differing national stances as we review three main principles of international law: the general principle of sovereignty, the prohibition of intervention, and the prohibition of the use of force. Based on our analysis of three hypothetical but realistic cyber operation scenarios, international law can apply to cyberattacks on space infrastructure, and violations can occur if all conditions of a given law are met and attribution can be made to a state actor. Yet, applying these laws in a cyber context has proven to cause some complexities and disagreements, and it would be a mistake to ignore the reality that there is still significant ambiguity and varying interpretations, which could impede the unequivocal enforcement and application of these laws in such scenarios.

空间部门的系统实现了许多关键功能,并经常被整合到现有的电信基础设施中,以提高网络连接的覆盖范围和能力。在网络威胁不断升级的情况下,本文探讨了国际法在针对空间基础设施的网络行动中的适用性,弥补了论述中的一个重要空白。虽然全球实体的声明都确认国际法适用于网络攻击,但网络空间的复杂性以及空间基础设施的独特性给实施带来了挑战。本研究认识到全球网络法的缺失,以及缺乏关于空间基础设施网络行动的习惯国际法,因此通过案例分析,从国际人道主义法、武装冲突法和外层空间法的角度,对陆地和轨道空间基础设施遭受的网络攻击进行了首次法律审查。本文采用综合方法,在回顾国际法的三大原则:一般主权原则、禁止干涉原则和禁止使用武力原则时,考虑了不同国家的观点。根据我们对三种假设但现实的网络行动场景的分析,国际法可适用于对空间基础设施的网络攻击,如果满足特定法律的所有条件,并可将其归咎于国家行为者,则可能发生违法行为。然而,事实证明,在网络环境中适用这些法律会带来一些复杂性和分歧,如果忽视现实,即仍然存在重大的模糊性和不同的解释,那将是错误的,这可能会阻碍这些法律在此类场景中的明确执行和适用。
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引用次数: 0
Valuing the virtual: The impact of fiber to the home on property prices in France 虚拟估价:光纤入户对法国房地产价格的影响
IF 5.6 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-03-23 DOI: 10.1016/j.telpol.2024.102732
Jean-Baptiste Guiffard

This paper examines the value that households place on very high-speed internet access, explicitly focusing on the impact of eligibility for Fiber to the Home (FTTH) technology on property prices. Using a Spatial Discontinuity Design based on the border of fiber eligibility zones which have significantly expanded under France’s Très Haut-Débit plan, I find that FTTH eligibility is a significant determinant of property prices, with an average increase of 0.9 percent. I also consider heterogeneities in FTTH valuation, accounting for socioeconomic characteristics, local factors, and the performance of legacy copper networks. These findings highlight the growing importance of fast and reliable broadband access for households and have important implications for policymakers and Internet service providers.

本文研究了家庭对高速互联网接入的重视程度,明确关注光纤到户(FTTH)技术资格对房产价格的影响。根据法国的 "Très Haut-Débit "计划,光纤到户资格区的边界已大幅扩大,通过使用基于该边界的空间不连续设计,我发现光纤到户资格是房产价格的重要决定因素,平均涨幅为 0.9%。我还考虑了 FTTH 估值的异质性,考虑了社会经济特征、当地因素和传统铜缆网络的性能。这些发现凸显了快速可靠的宽带接入对家庭日益增长的重要性,对政策制定者和互联网服务提供商具有重要意义。
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引用次数: 0
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Telecommunications Policy
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