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Understanding uptake in demand-side broadband subsidy programs: The affordable connectivity program case 了解需求方宽带补贴计划的吸收情况:负担得起的连接计划案例
IF 5.9 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-06-08 DOI: 10.1016/j.telpol.2024.102812

The Affordable Connectivity Program (ACP) represents a historic investment by the federal government to address the digital divide. Its goals are both to increase the rate of broadband adoption and make it easier for low-income households to sustain service. But what have been the drivers of ACP enrollment? We know a great deal about trends in adoption and the geography of enrollment among eligible households. But those metrics – especially a focus on enrollment rates among eligible households – are only so useful in explaining ACP sign-ups.

This invites analysis that investigates the drivers of ACP enrollment in a comprehensive way, which this paper proposes to do. The paper hypothesizes that ACP enrollment decisions are not solely individual (i.e., that a household's enrollment decision is structured only by income level), but also influenced by community-wide considerations, such as housing costs, share of occupied houses, presence of anchor institutions such as public libraries, and population density (i.e., whether a place is urban or rural). The paper develops a regression model that predicts ACP enrollment rates among eligible households at the 5-digit zip code geography as a function of the variables discussed above, as well as others such as the racial and ethnic make-up of a zip code area. The analysis also controls for existing levels of broadband subscriptions and computer ownership in a given area. The difference between predicted and actual ACP enrollment rates at the 5-digit zip code level is proposed as a metric of ACP performance. These findings are supplemented with a geographically weighted regression (GWR) model that allows the relationship between each explanatory variable and ACP enrollment to vary by locality. This allows for analyzing and visualizing how these relationships vary across space.

The empirical findings show that high levels of economic distress are a strong determinant of ACP enrollment in a given area, but social and community-wide indicators are important as well. The GWR results demonstrate that important differences in these relationships exist across geographies. Understanding spatial variations in ACP performance can help policymakers and other stakeholders better target resources to address the digital divide.

负担得起的连接计划(ACP)是联邦政府为解决数字鸿沟问题而进行的一项历史性投资。其目标既是提高宽带采用率,也是使低收入家庭更容易持续获得服务。但是,ACP 计划注册的驱动力是什么?我们对符合条件的家庭的宽带采用趋势和注册地域有很多了解。但这些指标--尤其是关注合格家庭的注册率--对于解释 ACP 注册情况的作用有限。这就需要进行分析,以全面的方式调查 ACP 注册的驱动因素,本文提出了这样的分析方法。本文假设,加入 ACP 的决定不仅仅是个人的决定(即一个家庭的加入决定仅受收入水平的影响),还受到社区整体因素的影响,如住房成本、已入住房屋的比例、公共图书馆等支柱机构的存在以及人口密度(即一个地方是城市还是农村)。本文建立了一个回归模型,根据上述变量以及其他变量(如邮政编码地区的种族和民族构成),预测符合条件的家庭在 5 位邮政编码地区的 ACP 注册率。该分析还对特定地区现有的宽带用户和计算机拥有量进行了控制。我们提出了 5 位数邮政编码级别的 ACP 预测注册率与实际注册率之间的差异,作为衡量 ACP 业绩的指标。这些研究结果通过地理加权回归(GWR)模型进行了补充,该模型允许每个解释变量与 ACP 注册率之间的关系因地区而异。实证研究结果表明,高水平的经济困境是特定地区非加太入学率的重要决定因素,但社会和整个社区的指标也很重要。GWR 的结果表明,这些关系在不同地理区域存在重要差异。了解 ACP 表现的空间差异有助于政策制定者和其他利益相关者更好地将资源用于解决数字鸿沟问题。
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引用次数: 0
Measuring information as an expanding resource: Information production and its TFP-information absorption ecosystem “multiplier” 将信息作为一种不断扩大的资源来衡量:信息生产及其全要素生产率--信息吸收生态系统 "乘数"
IF 5.9 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-06-05 DOI: 10.1016/j.telpol.2024.102807

Indices to measure the extent and penetration of information in an economy are static measures. Information, however, is a dynamic, expanding resource. Information is produced when data from digital computers articulate with human-generated systems where they are transformed into information. Economic information is effective when it fuels technological innovations contributing to total factor productivity (TFP) growth. This paper develops a theoretical model to measure effective economic information (EEI) as a dynamic process. Using systemic design thinking, design systems in data value chains are embedded within their TFP-information absorption ecosystem. The system's characteristics of human capital, economic, institutional, and regulatory factors determine the quality and amount of EEI produced. The EEI measurement model uses differential equations allowing for the dynamic expansion of information to include information-knowledge spillovers. Empirical tests for EEI on TFP for EU countries show that EEI is the key driver for TFP growth, while IT investment alone is only a necessary condition. EEI-type measures direct policy attention towards improving TFP-information absorption ecosystems and supporting the adaption of design processes that are more suitable for their TFP-information absorption ecosystems. Both are necessary to connect IT investment to TFP growth.

衡量一个经济体中信息程度和渗透率的指数是静态的。然而,信息是一种动态的、不断扩大的资源。当来自数字计算机的数据与人类生成的系统衔接并转化为信息时,信息就产生了。当经济信息推动技术创新,促进全要素生产率(TFP)增长时,它就是有效的。本文建立了一个理论模型来衡量作为动态过程的有效经济信息(EEI)。利用系统设计思维,将数据价值链中的设计系统嵌入其全要素生产率-信息吸收生态系统中。该系统的人力资本、经济、制度和监管因素的特征决定了所产生的 EEI 的质量和数量。EEI 测量模型使用微分方程,允许信息的动态扩展,包括信息-知识溢出效应。对欧盟国家全要素生产率的 EEI 经验测试表明,EEI 是全要素生产率增长的关键驱动力,而 IT 投资本身只是一个必要条件。EEI 类措施引导政策关注改善全要素生产率--信息吸收生态系统,并支持调整设计流程,使其更适合全要素生产率--信息吸收生态系统。两者都是将信息技术投资与全要素生产率增长联系起来的必要条件。
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引用次数: 0
Learning from the neighbors: The diffusion of state broadband policies in the United States 向邻居学习:美国各州宽带政策的传播
IF 5.9 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-05-31 DOI: 10.1016/j.telpol.2024.102809

This project examines how state broadband policies diffused among the states in the United States over the last 30-year period utilizing a network approach and the State Broadband Explorer dataset curated by the Pew Charitable Trusts’ Broadband Access Initiate. The 621 valid state broadband policies in the U.S. (until January 2021) have been categorized into six main themes: broadband programs, competition and regulation, definitions, funding and financing, infrastructure access, and legislative intent. Our analytical strategy follows a two-step process: (1) to identify the latent network of broadband policy diffusion across the states using the NetInf algorithm; (2) to identify the nodal and dyadic variables that predict the observed diffusion flows. Our objective for the second step is to test out two competing hypotheses: the geographic learning model and the (co-)partisan learning model, which privilege geographic proximity and ideological affiliation respectively as the primary drivers of policy diffusion. The results show that geographic contiguity is the most significant factor predicting broadband policy diffusion. However, the results also identify the low salience of political factors in predicting broadband policy diffusion. Among nodal factors, only one namely divided government (of sender states) is a significant predictor of a diffusion tie. Among dyadic factors, there is one variable that supported political homophily as a significant predictor of diffusion flows (i.e., both states sharing the same type of legislative control). Partisanship appears to be much less of a driver of broadband policy in the U.S. context.

本项目采用网络方法和皮尤慈善信托基金会宽带接入倡议组织(Pew Charitable Trusts' Broadband Access Initiate)策划的 "州宽带探索者"(State Broadband Explorer)数据集,研究了过去 30 年美国各州宽带政策的传播情况。美国 621 个有效的州宽带政策(截至 2021 年 1 月)被分为六大主题:宽带计划、竞争和监管、定义、资金和融资、基础设施接入以及立法意图。我们的分析策略分为两步:(1) 使用 NetInf 算法识别各州宽带政策扩散的潜在网络;(2) 识别预测观察到的扩散流的节点变量和二元变量。我们第二步的目标是检验两个相互竞争的假设:地理学习模型和(党派)共同学习模型,它们分别将地理邻近性和意识形态从属性作为政策扩散的主要驱动力。结果表明,地理毗连性是预测宽带政策传播的最重要因素。然而,结果也表明政治因素在预测宽带政策扩散方面的显著性较低。在节点因素中,只有一个因素,即(发送国)分裂的政府,能够显著地预测政策扩散的联系。在二元因素中,有一个变量支持政治同质性(即两个州共享相同类型的立法控制权)作为传播流动的重要预测因素。在美国,党派关系对宽带政策的推动作用似乎要小得多。
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引用次数: 0
Is pay-or-consent for privacy justifiable? Evidence from different users' privacy attitudes toward behavioral data collection in South Korea 为隐私付费或同意是否合理?韩国不同用户对行为数据收集的隐私态度提供的证据
IF 5.9 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-05-30 DOI: 10.1016/j.telpol.2024.102794

As regulators began prohibiting online platforms from collecting personal data based on the “take-it-or-leave-it” basis, platform firms must adopt more refined user consent rules such as the pay-or-consent approach. Ensuring sufficient user options could increase the welfare of privacy-sensitive users but reduce the efficiency of data-driven business models. To balance the benefits and costs of enhanced privacy protection, regulators should understand the diversity in users' attitudes toward behavioral data collection in free online platforms. Tradeoffs among privacy, conveniences, and free services based on users' heterogeneous preferences are considered to investigate the user's different privacy attitudes in free online platforms. Three distinct user groups were found: the first one reluctantly accepts the “take-it-or-leave-it” condition because of the lack of alternatives, the second one accepts it for free services, and the third one accepts it because it does not matter. These three user segments constituted 32.9%, 47.0%, and 20.1% of all the respondents, respectively. The pay-or-consent approach can be justifiable in terms of balancing the benefits and costs of the privacy regulations if it properly reflects privacy-sensitive users' willingness to pay for privacy.

随着监管机构开始禁止网络平台在 "要么接受要么放弃 "的基础上收集个人数据,平台公司必须采用更完善的用户同意规则,如付费或同意方式。确保足够的用户选择可以提高对隐私敏感的用户的福利,但会降低数据驱动型商业模式的效率。为平衡加强隐私保护的收益和成本,监管者应了解用户对免费在线平台行为数据收集的不同态度。本文基于用户的异质性偏好,考虑了隐私、便利性和免费服务之间的权衡,研究了用户在免费在线平台中的不同隐私态度。研究发现了三个截然不同的用户群体:第一类用户因为缺乏替代品而勉强接受 "要么接受要么放弃 "的条件,第二类用户因为免费服务而接受这种条件,第三类用户因为无所谓而接受这种条件。这三类用户分别占所有受访者的 32.9%、47.0% 和 20.1%。如果能正确反映对隐私敏感的用户为隐私付费的意愿,付费或同意的方法在平衡隐私法规的收益和成本方面是合理的。
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引用次数: 0
A systematic review of mobile payment literature: What has been studied and what should be studied? 移动支付文献的系统回顾:已经研究了什么,应该研究什么?
IF 5.9 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-05-22 DOI: 10.1016/j.telpol.2024.102795

Mobile payment presently leads the fintech market as an alternative tool for daily transactions. Mobile payment research has remained limited to the field of technological research, but the need for research from a social science perspective has burgeoned. Therefore, it is paramount to suggest guidelines for future studies by identifying deficiencies that are yet to be discovered in the existing research. This paper first examines the research trends related to mobile payment by conducting an analysis of relevant literature from 2013 to 2023. Following that, it identifies the gap between the current state of academic research and the mobile payment research required by experts by using the analytic hierarchy process. The results indicate that current research on mobile payment tends to focus on the field of business and utilizes user surveys to provide industrial implications, whereas experts demand policy studies in the field of finance that utilize a more diversified research approach. The findings suggest valuable implications for academic researchers, industries, and governments with respect to mobile payment solutions.

移动支付作为日常交易的替代工具,目前在金融科技市场上处于领先地位。移动支付研究一直局限于技术研究领域,但从社会科学角度进行研究的需求却日益高涨。因此,最重要的是通过找出现有研究中尚未发现的不足之处,为今后的研究提出指导建议。本文首先通过分析 2013 年至 2023 年的相关文献,研究了与移动支付相关的研究趋势。随后,本文利用层次分析法找出了学术研究现状与专家所需的移动支付研究之间的差距。结果表明,目前有关移动支付的研究往往集中在商业领域,并利用用户调查来提供行业影响,而专家们则要求在金融领域开展政策研究,并采用更多样化的研究方法。研究结果为学术研究人员、行业和政府提供了有关移动支付解决方案的宝贵启示。
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引用次数: 0
Conceptualizing participation: Defining and analyzing public participation in policymaking processes 将参与概念化:定义和分析公众参与决策过程
IF 5.9 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-05-21 DOI: 10.1016/j.telpol.2024.102796

This study suggests a method to analyze, theorize, and conceptualize public participation in policymaking. Participation is a fundamental component of democracy and is derived from the right to actualize the public's sovereignty by participating in the shaping of collective life. Empirically focusing on consultation procedures that were integrated into setting the policy on network neutrality in the United States and Israel (2009–2017), we present an analytical model to study participation in policymaking processes. The findings of this study call for a reflection on the role of participation in public policy design and its importance. We argue that any assessment of citizens' participatory instances should be separated from institutionalized policymaking and disconnected from the principle of formal decision-making, as participation and institutionalized decision-making are separate fields with a different logic. We further suggest a definition of participation and enumerate its advantages.

本研究提出了一种对公众参与决策进行分析、理论化和概念化的方法。参与是民主的基本组成部分,源于通过参与塑造集体生活来实现公众主权的权利。我们以美国和以色列(2009-2017 年)网络中立政策制定过程中的协商程序为重点,提出了一个分析模型来研究决策过程中的参与。这项研究的结果要求我们反思参与在公共政策设计中的作用及其重要性。我们认为,对公民参与实例的任何评估都应与制度化决策相分离,并与正式决策原则相脱节,因为参与和制度化决策是具有不同逻辑的独立领域。我们进一步提出了参与的定义,并列举了其优势。
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引用次数: 0
A decision model for OTT service users to adopt wireless D2D caching networks: Exploring the Korean case OTT 服务用户采用无线 D2D 缓存网络的决策模型:韩国案例探讨
IF 5.9 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-05-11 DOI: 10.1016/j.telpol.2024.102793

As many Over-The-Top (OTT) users opt for mobile devices, mobile network traffic surges. However, current mobile communication technology faces difficulties. To provide a stable video content consumption experience to users, reliable alternatives must be found to resolve the limitation of the conventional approach. Accordingly, wireless Device-to-Device (D2D) caching networks have gained attention as a reliable alternative. Considering it can reduce network-related overheads, save related costs, and improve OTT video consumption environment, there is a high possibility that telecommunication operators want to commercialize this technology. To commercialize wireless D2D caching networks, users need to share their resources, such as personal information, smartphone storage, and battery. This study explores the decision-making process of mobile OTT users regarding D2D caching adoption on their mobile devices in Korea. An online survey of 94 respondents was conducted in South Korea. By using the analytic hierarchy process (AHP) approach, this study devised an evaluation model that includes three major factors: perceived benefits, perceived costs, and perceived situational conditions. The results reveal that risks, rather than situational factors and benefits, predominantly influence user intentions and strategies. Streaming video content via mobile data or Wi-Fi is viewed as the most feasible choice. Moreover, users show a preference for pre-downloading video content over adopting wireless D2D caching networks on their mobile devices. The findings provide a guideline for understanding the responses of mobile OTT service users and their priorities in responding to adopting wireless D2D caching networks.

随着许多 OTT(Over-The-Top)用户选择使用移动设备,移动网络流量激增。然而,当前的移动通信技术面临着种种困难。为了给用户提供稳定的视频内容消费体验,必须找到可靠的替代方案来解决传统方法的局限性。因此,无线设备到设备(D2D)缓存网络作为一种可靠的替代方案受到了关注。考虑到它可以减少网络相关开销、节约相关成本并改善 OTT 视频消费环境,电信运营商很有可能希望将这项技术商业化。要实现无线 D2D 缓存网络的商业化,用户需要共享个人信息、智能手机存储和电池等资源。本研究探讨了韩国移动 OTT 用户在移动设备上采用 D2D 缓存技术的决策过程。在韩国对 94 名受访者进行了在线调查。通过使用层次分析法(AHP),本研究设计了一个评估模型,其中包括三个主要因素:感知收益、感知成本和感知情景条件。研究结果表明,影响用户意图和策略的主要因素是风险,而不是情景因素和收益。通过移动数据或 Wi-Fi 串流视频内容被视为最可行的选择。此外,用户更倾向于预先下载视频内容,而不是在移动设备上采用无线 D2D 缓存网络。研究结果为了解移动 OTT 服务用户的反应以及他们在采用无线 D2D 缓存网络时的优先考虑事项提供了指导。
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引用次数: 0
How does technological value drive 6G development? Explanation from a systematic framework 技术价值如何推动 6G 发展?系统框架的解释
IF 5.9 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-05-07 DOI: 10.1016/j.telpol.2024.102790

As a novel form of infrastructure, 6G is poised to become an indispensable component of the future digital economy and serves as a solid guarantee for the development of human society. Given that technological innovation inherently possesses purpose and direction, its progress cannot be divorced from the correct value orientation. However, scholarly attention towards investigating the value proposition of 6G remains limited. Establishing a scientific and rational value system assumes paramount importance in shaping future investments and deployments of 6G and fostering advancements in associated technologies. This paper presents a comprehensive analysis of the value proposition of 6G, examining it from multiple perspectives including economic, social, ecological, cultural, and strategic dimensions. In addition, we explore the four vertical value dimensions of nation, industry, firm and individual. By integrating the technology life cycle framework into our consideration, we elucidate how value is realized and evolves across different stages. The primary objective of this paper is to enhance comprehension regarding the value of 6G and forthcoming technologies while extensively expounding on the potential contributions of 6G towards future economic and social development.

作为一种新型的基础设施,6G 将成为未来数字经济不可或缺的组成部分,成为人类社会发展的坚实保障。技术创新本身具有目的性和方向性,其进步离不开正确的价值导向。然而,学界对 6G 价值取向的研究关注仍然有限。建立科学合理的价值体系,对于塑造未来 6G 的投资和部署以及促进相关技术的进步至关重要。本文对 6G 的价值主张进行了全面分析,从经济、社会、生态、文化和战略等多个角度进行了研究。此外,我们还探讨了国家、行业、企业和个人四个纵向价值维度。通过将技术生命周期框架纳入我们的考虑,我们阐明了价值是如何在不同阶段实现和演变的。本文的主要目的是加深对 6G 和未来技术价值的理解,同时广泛阐述 6G 对未来经济和社会发展的潜在贡献。
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引用次数: 0
Contextual integrity of loyalty programs, compromised? Interrogating consumer health data practices and networked actors in the U.S. retail sector 忠诚度计划的语境完整性受到损害?美国零售业消费者健康数据实践与网络行动者探究
IF 5.9 2区 管理学 Q1 COMMUNICATION Pub Date : 2024-05-01 DOI: 10.1016/j.telpol.2024.102780

This study explores privacy issues complicated by the commodification of consumer health data in the United States by looking into loyalty programs (LPs). Three LPs – those of Nike, Walgreens, and DICK’S Sporting Goods – are examined because their incorporation of health technology represents retail data practices unregulated by the U.S. Health Information Portability and Accountability Act (HIPAA). Applying the framework of contextual integrity (Nissenbaum, 2004, 2009), the research conducted discourse analysis on corporate communications to identify whether and how privacy conflicts arise in a data economy composed of multiple business entities that use LP member data. The major contributions of this study are a clarification of shortfalls in multi-organizational governance of health-related consumer data outside the HIPAA regulation in the United States, and a recognition that businesses may optimize this data without adequately informing consumers about the risks and providing meaningful redress mechanisms. The paper concludes by urging policy-makers to target networked business relationships and externalities that result from collective behavior of firms trading in consumer health data.

本研究通过对忠诚度计划(LPs)的研究,探讨美国消费者健康数据商品化所带来的复杂隐私问题。本研究对耐克、沃尔格林和迪克斯体育用品公司的三个忠诚度计划进行了研究,因为它们采用的健康技术代表了不受《美国健康信息可携性与责任法案》(HIPAA)监管的零售数据实践。本研究运用语境完整性框架(Nissenbaum,2004 年,2009 年),对企业沟通进行了话语分析,以确定在由使用 LP 会员数据的多个商业实体组成的数据经济中,是否以及如何产生隐私冲突。本研究的主要贡献在于澄清了美国 HIPAA 法规之外的健康相关消费者数据多组织治理的不足之处,并认识到企业可能会在未充分告知消费者风险和提供有意义的补救机制的情况下优化这些数据。本文最后敦促政策制定者针对消费者健康数据交易企业的集体行为所产生的网络化商业关系和外部性进行研究。
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引用次数: 0
Need for speed: Fiber and student achievement 需要速度光纤与学生成绩
IF 5.6 2区 管理学 Q1 Social Sciences Pub Date : 2024-04-30 DOI: 10.1016/j.telpol.2024.102767
Richard Cole Campbell

This paper studies the impact of the introduction of fiber broadband in North Carolina, through the lens of student achievement. I link granular data on new fiber construction and advertised download speeds with administrative test score data and local labor market data. Exploiting variation in fiber availability at the census block group level, I implement a difference-in-differences design and find modest effects on educational outcomes, roughly equivalent to lowering class sizes by one student. I show fiber increases local employment and search intensity for supplementary educational materials. Last, I show that increased competition from fiber providers drives quality improvements in other available technology.

本文从学生成绩的角度研究了北卡罗来纳州引入光纤宽带的影响。我将新光纤建设和广告下载速度的详细数据与行政考试成绩数据和当地劳动力市场数据联系起来。利用人口普查区组层面光纤可用性的变化,我实施了差异设计,发现对教育成果的影响不大,大致相当于将班级规模缩小了一名学生。我的研究表明,光纤增加了当地的就业和对辅助教材的搜索强度。最后,我表明光纤供应商竞争的加剧推动了其他可用技术质量的提高。
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引用次数: 0
期刊
Telecommunications Policy
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