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A Right to Constructive Optimization: A Public Interest Approach to Recommender Systems in the Digital Services Act. 建设性优化的权利:数字服务法中推荐系统的公共利益方法。
IF 1.6 Q3 BUSINESS Pub Date : 2025-01-01 Epub Date: 2025-03-28 DOI: 10.1007/s10603-025-09586-1
L Naudts, N Helberger, M Veale, M Sax

The technological promise of recommender systems should not be misused by those with decisional power over the infrastructural, data, and knowledge resources needed for their design. The ideal of personalization should not mask self-serving optimization. Instead, we propose that people, not only in their capacity as consumers but, more generally, as democratic citizens, have a legitimate claim to ensure that very large online platforms (or VLOPs) respect their interests within optimization processes through the content policy strategies and recommendation technologies they employ. To this end, this paper argues for, and develops, a right to constructive optimization that promotes people's effective enjoyment of fundamental rights and civic values in digital settings. The argument is structured as follows. First, the paper strengthens the claim that the largest online platforms perform a public function (although this is not the only way such functions can be performed). Second, drawing from the philosophy of Iris Marion Young, the paper identifies self-determination and self-development as key values recommenders should promote as part of this crucial function under conditions of inclusivity, political equality, reasonableness, and publicity. After having critiqued the EU Digital Services Act's approach toward regulating the function recommenders hold, the right to constructive optimization is concretized as an alternative normative benchmark and used as an interpretative lens to enrich ongoing legal initiatives.

推荐系统的技术前景不应被那些对其设计所需的基础设施、数据和知识资源拥有决策权的人滥用。个性化的理想不应该掩盖自我服务的优化。相反,我们建议人们,不仅作为消费者,而且更广泛地说,作为民主公民,有合法的权利要求确保非常大的在线平台(或VLOPs)通过他们采用的内容政策策略和推荐技术,在优化过程中尊重他们的利益。为此,本文主张并发展了建设性优化权,以促进人们在数字环境中有效享受基本权利和公民价值观。论证的结构如下。首先,本文强化了最大的在线平台履行公共职能的说法(尽管这不是履行这些职能的唯一方式)。其次,根据Iris Marion Young的哲学,本文确定了自我决定和自我发展是推荐人在包容性、政治平等、合理性和公共性的条件下应该促进的关键价值观,作为这一关键功能的一部分。在对《欧盟数字服务法案》(EU Digital Services Act)规范推荐者所持功能的方法提出批评之后,建设性优化权被具体化为一种可替代的规范性基准,并被用作一种解释性视角,以丰富正在进行的法律举措。
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引用次数: 0
Ban-It-Harderism in European Consumer Law: The Case of the French Influencer Law. 欧洲消费者法中的禁令主义:以法国影响者法为例。
IF 1.6 Q3 BUSINESS Pub Date : 2025-01-01 Epub Date: 2025-09-23 DOI: 10.1007/s10603-025-09600-6
Laura Aade, Catalina Goanta

In June 2023, France adopted a new law to curb the negative impact of influencer marketing on its consumers. While it introduces some innovative provisions, the law mostly doubles down on legal prohibitions that could have been equally construed under existing consumer protection legislation. From this perspective, it can be argued that this law is an example of ban-it-harderism: a regulatory trend where lawmakers respond to perceived enforcement failures, not by addressing structural or institutional issues, but by enacting additional prohibitions that duplicate existing norms. Ban-it-harderism is problematic for at least two reasons. First, it often gives the false public impression that certain issues were not covered by regulation before the specific intervention. Second, it contributes to the overwhelming regulatory inflation seen at European and national levels on matters dealing with technology regulation and the digital market. This article discusses selected provisions from the French Influencer Law to contrast them with existing European consumer law and to critically reflect on its contributions to relevant legal frameworks.

2023年6月,法国通过了一项新法律,以遏制网红营销对消费者的负面影响。虽然它引入了一些创新的条款,但这部法律大多是在现有的消费者保护立法下可以同样解释的法律禁令上加倍下注。从这个角度来看,可以认为这部法律是ban-it- hardderism的一个例子:一种监管趋势,立法者对觉察到的执法失败作出反应,不是通过解决结构性或制度性问题,而是通过制定与现有规范重复的额外禁令。“硬性禁止”主义至少有两个问题。首先,它经常给公众一种错误的印象,即某些问题在具体干预之前没有被监管所涵盖。其次,它助长了欧洲和各国在涉及技术监管和数字市场的事务上出现的压倒性监管通胀。本文讨论了法国影响者法的一些条款,将它们与现有的欧洲消费者法进行对比,并批判性地反思其对相关法律框架的贡献。
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引用次数: 0
Sponsored by the State: The Private Regulation of Government Influencers. 由国家赞助:对政府影响者的私人监管。
IF 1.6 Q3 BUSINESS Pub Date : 2025-01-01 Epub Date: 2025-09-16 DOI: 10.1007/s10603-025-09598-x
Taylor Annabell, Catalina Goanta, Thijs Kelder, Felix Pflücke

The popularity of influencer marketing is ever growing. Based on parasocial relationships rooted in authenticity and relatability, the appeal of influencers is effectively used to promote commercial goods and services. This popularity is increasingly migrating outside of commercial advertising. In the past years, governments around the world have collaborated with influencers for public interest communication such as supporting wars, promoting Covid public health policies or financial literacy. Although entrenched in promoting the public good and facilitated by public funding, the dynamics of these collaborations remain very much unknown. Shedding light on how governments employ influencers can help us understand how commercial strategies shape the advertising of public goods as state propaganda. From a regulatory perspective, commercial advertising has been subject to a lot of rules relating to the content as well as the transparency of commercial messaging. Yet government communication-whether called propaganda, public service communication, or the advertising of public goods-has not been governed with the same level of clarity. This study explores comprehensive materials from 10 freedom of information requests on government influencer campaigns answered by the Dutch government between 2020 and 2024 (N = 1302 pages). Using qualitative content analysis, we focus on understanding the characteristics of advertising contracts between the government and the influencers in their service, in order to critically reflect on the transparency of the monetisation entailed by these transactions.

网红营销越来越受欢迎。基于植根于真实性和相关性的准社会关系,网红的吸引力被有效地用于推广商业商品和服务。这种受欢迎程度越来越多地转移到商业广告之外。在过去几年中,世界各国政府与有影响力的人合作进行公共利益沟通,例如支持战争,推广Covid公共卫生政策或金融知识。虽然在促进公共利益和公共资金的推动下,这些合作的动态仍然非常未知。阐明政府如何雇用有影响力的人,可以帮助我们理解商业战略如何将公共产品的广告塑造为国家宣传。从监管的角度来看,商业广告一直受到许多与商业信息的内容和透明度有关的规则的约束。然而,政府沟通——无论是被称为宣传、公共服务沟通还是公益广告——都没有得到同样清晰的管理。本研究探讨了荷兰政府在2020年至2024年期间回答的关于政府影响者运动的10项信息自由请求的综合材料(N = 1302页)。通过定性内容分析,我们专注于了解政府与其服务中有影响力的人之间的广告合同的特征,以便批判性地反思这些交易所带来的货币化的透明度。
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引用次数: 0
When the Internet Gets Under Our Skin: Reassessing Consumer Law and Policy in a Society of Cyborgs. 当互联网进入我们的皮肤:重新评估电子人社会的消费者法律和政策。
IF 1.6 Q3 BUSINESS Pub Date : 2025-01-01 Epub Date: 2025-01-23 DOI: 10.1007/s10603-024-09581-y
Benjamin Clubbs Coldron, Guido Noto La Diega, Christian Twigg-Flesner, Christoph Busch, Tabea Stolte, Marc-Oliver de Vries

In this article, the authors identify and explore the phenomenon of consumer cyborgification and ask what the legal and ethical implications of this emerging trend are. They consider whether fundamental legal principles, concepts, and assumptions in various EU acts and directives are adequate to address these challenges or whether these need to be reassessed in light of novel forms of vulnerability. They also ask what alternatives might be suggested. In the era of the consumer Internet of Things (IoT), consumer expectations of privacy, security, and durability are changing. While the consumer uses of the IoT often revolve around improving efficiency (e.g., of the body, the home, the car) and enhancing experiences through datafication of our bodies and environments and personalization of services and interfaces, the power of IoT companies to influence consumer behaviours and preferences is increasing in part because the hybridization of humans and machines. Cyborgification allows our behaviours to be individually and continuously monitored and nudged in real time. Our bodies and minds are reflected back at us through data, shaping the narratives we tell about ourselves and our surroundings, and this is creating new lifeworlds and shaping our preferences, roles, and identities. This presents novel benefits, as well as risks in the potential exploitation of novel vulnerabilities. With technology under the skin, both metaphorically (in relation to products that become a sensory accessory to the body and influence the perception and physical reality of one's body and lifeworld) and literally (in the form of microchips, cybernetic implants, and biometric sensors and actuators), cyborg consumers are more vulnerable to manipulative practices, unfair contractual terms, automated decision-making, and to privacy and security breaches. Cyborg consumers are therefore more susceptible to damage, financial and physical, caused by defective products, low-quality services, and lax cybersecurity. Law, policy, and practice must go further than merely enhancing transparency and consent processes and prohibit practices and business models that are premised on manipulating the need to anticipate and manage the working of technologies under the skin, i.e., that which undermines consumer and public interests systematically. The law needs to be agile and responsive to the changes the IoT has established in the consumer-producer relationship. Consumer laws, including the contractual/consenting process itself, must be reviewed and reimagined to ensure more robust protections.

在这篇文章中,作者识别并探讨了消费者网络化的现象,并提出了这一新兴趋势的法律和伦理含义。他们考虑欧盟各种法令和指令中的基本法律原则、概念和假设是否足以应对这些挑战,或者是否需要根据新的脆弱性形式重新评估这些原则、概念和假设。他们还会询问可能建议的替代方案。在消费者物联网(IoT)时代,消费者对隐私、安全性和耐用性的期望正在发生变化。虽然消费者对物联网的使用通常围绕着提高效率(例如,身体、家庭、汽车)和通过我们的身体和环境的数据化以及服务和界面的个性化来增强体验,但物联网公司影响消费者行为和偏好的能力正在增强,部分原因是人与机器的混合。网络化使我们的行为能够被单独地、持续地实时监控和推动。我们的身体和思想通过数据反映在我们身上,塑造了我们讲述自己和周围环境的故事,这正在创造新的生活世界,塑造我们的偏好、角色和身份。这带来了新的好处,同时也带来了利用新漏洞的潜在风险。随着皮肤下的技术,无论是隐喻(与成为身体感官配件的产品有关,并影响人们对身体和生活世界的感知和物理现实)还是字面上(以微芯片,控制论植入物,生物识别传感器和执行器的形式),半机械人消费者更容易受到操纵行为,不公平的合同条款,自动化决策以及隐私和安全漏洞的影响。因此,半机械人消费者更容易受到有缺陷的产品、低质量的服务和松懈的网络安全造成的经济和身体上的损害。法律、政策和实践必须更进一步,而不仅仅是提高透明度和同意过程,并禁止以操纵预测和管理技术在皮肤下工作的需求为前提的实践和商业模式,即系统地损害消费者和公众利益。法律需要灵活并响应物联网在消费者-生产者关系中建立的变化。消费者法律,包括合同/同意程序本身,必须重新审查和设想,以确保更有力的保护。
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引用次数: 0
E-cigarettes and Smoking: Correlation, Causation, and Selection Bias 电子烟与吸烟:相关性、因果关系和选择偏差
IF 2.3 Q3 BUSINESS Pub Date : 2024-08-07 DOI: 10.1007/s10603-024-09573-y
J. E. Prieger, A. Choi

Some public health officials discourage smokers from using electronic nicotine delivery systems (ENDS, or “e-cigarettes”) as a cessation aid because ENDS use is positively correlated with smoking. Such correlation does not imply that the causal treatment effect of ENDS use on cessation from smoking is negative, however, due to selection bias. We estimate the treatment effect of ENDS use on cessation. After showing that ENDS use and smoking are positively correlated in data from Korea, we investigate selection bias and show that a tax increase and the government’s negative pronouncements regarding ENDS shifted ENDS use toward those smokers for whom cessation is less likely. After accounting for unobserved confounding characteristics of individuals with regression models for endogenous treatment effects, we find that the evidence suggests that ENDS promote cessation. The average treatment effect on the treated (ATET) is estimated with parametric and moment-based methods and is found to be in the range of 10.1 to 16.4 percentage points from copula models and 17.0 percentage points from a moment-based estimator. The ATET from the results preferred by formal model selection criteria is 16.2 percentage points. The Korean government’s discouragement of ENDS use by smokers may therefore create a massive lost opportunity to reduce smoking and improve public health.

一些公共卫生官员不鼓励吸烟者使用电子尼古丁输送系统(ENDS,或 "电子烟")作为戒烟辅助工具,因为ENDS的使用与吸烟呈正相关。然而,由于选择偏差,这种相关性并不意味着使用 ENDS 对戒烟的因果治疗效果是负的。我们估算了使用 ENDS 对戒烟的治疗效果。在证明韩国数据中ENDS的使用与吸烟呈正相关之后,我们对选择偏差进行了调查,结果表明增税和政府对ENDS的负面声明使ENDS的使用转向了那些不太可能戒烟的吸烟者。在利用内生治疗效果回归模型考虑了个人未观察到的混杂特征后,我们发现有证据表明ENDS促进了戒烟。我们采用参数法和基于矩的方法估算了对受治疗者的平均治疗效果(ATET),发现共轭模型的平均治疗效果在 10.1 到 16.4 个百分点之间,基于矩的估算值为 17.0 个百分点。根据正式模型选择标准得出的 ATET 为 16.2 个百分点。因此,韩国政府不鼓励吸烟者使用 ENDS 可能会造成大量减少吸烟和改善公众健康的机会丧失。
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引用次数: 0
3Rs of Sustainable Activism on Social Media: Relatability, Reliability and Redress 社交媒体上可持续激进主义的 3R:亲和力、可靠性和补救
IF 2.3 Q3 BUSINESS Pub Date : 2024-08-01 DOI: 10.1007/s10603-024-09574-x
J. Luzak

The achievement of sustainability goals will take a joint effort and content creators could be one of the actors helping with reaching it. Reliable but relatable communication on sustainable lifestyles on social media could reach many consumers and contribute to changing their behaviour patterns. However, the content creators’ activities need to fit within certain parameters for the benefits to outweigh the costs. This article identifies three important parameters that regulation should safeguard: Relatability, reliability, and redress. A key reason why content creators have managed to establish themselves as influencers is that they are relatable. But content creators may not be able to ensure what they tell their followers is reliable. That in turn raises the question of who should be responsible for providing redress in cases of misstatements. Following the critical analysis of the European legal framework, this article considers the need for further adaptations to the current rules or even the adoption of new rules more strictly regulating sustainable activism on social media.

实现可持续发展目标需要各方共同努力,而内容创作者可以成为帮助实现这一目标的参与者之一。在社交媒体上就可持续生活方式进行可靠而又贴近生活的传播,可以影响到许多消费者,有助于改变他们的行为模式。然而,内容创作者的活动需要符合某些参数,这样才能利大于弊。本文指出了监管应保障的三个重要参数:相关性、可靠性和补救措施。内容创作者之所以能成为有影响力的人,一个重要原因是他们具有亲和力。但内容创作者可能无法确保他们告诉粉丝的内容是可靠的。这反过来又提出了一个问题:在出现错误陈述的情况下,应该由谁来负责提供补救。在对欧洲法律框架进行批判性分析后,本文认为有必要进一步调整现行规则,甚至通过新的规则,更严格地规范社交媒体上的可持续行动主义。
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引用次数: 0
Determinants of the Behaviour of Entities on the Insurance Market in the Light of Changes Introduced by the IDD Directive IDD 指令》带来的变化对保险市场实体行为的决定因素
IF 2.3 Q3 BUSINESS Pub Date : 2024-07-22 DOI: 10.1007/s10603-024-09572-z
M. Fras, D. Pauch, D. Walczak, A. Bera

One of the most significant legal acts concerning the sale and management of insurance risk was issued on January 20, 2016, based on Directive (EU) 2016/97 of the European Parliament and of the Council of 20 January 2016 on insurance distribution (IDD Directive). The adoption of European IDD principles aims to enhance transparency in the operations of insurance distributors and improve the standards of their business practices. Its protective scope encompasses all individuals and entities involved in the sale of insurance products. The aim of the article is to ascertain the regulatory authorities’ impact on the insurance market, consideration of consumer protection, in light of the changes introduced by the IDD directive. The primary entities under examination, in the mentioned context of consumer protection, are distributors and supervisory authorities. The discussion includes an overview of the scale of the insurance market and its fundamental applications, as well as compliance within the framework of behavioural economics theory. Additionally, the paper addresses the aspect of threats posed to consumers by the analyzed changes in the European insurance distribution market. In this segment, the authors concentrate on the economic and social ramifications of IDD implementation for entities operating within the insurance market. The concluding section outlines the potential for development and the future prospects of financial intermediation concerning IDD utilization.

2016 年 1 月 20 日,根据 2016 年 1 月 20 日欧洲议会和欧盟理事会关于保险分销的第 2016/97 号指令(IDD 指令),颁布了有关保险销售和风险管理的最重要的法律法案之一。欧洲 IDD 原则的采用旨在提高保险分销商运营的透明度,改善其业务实践标准。其保护范围包括所有参与保险产品销售的个人和实体。本文的目的是根据 IDD 指令所带来的变化,确定监管当局对保险市场的影响,以及对消费者保护的考虑。在所述的消费者保护方面,接受审查的主要实体是分销商和监管机构。讨论包括对保险市场规模及其基本应用的概述,以及行为经济学理论框架下的合规性。此外,本文还讨论了欧洲保险分销市场的分析变化对消费者构成的威胁。在这一部分中,作者集中讨论了实施 IDD 对保险市场中经营实体的经济和社会影响。最后一部分概述了使用 IDD 的金融中介的发展潜力和未来前景。
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引用次数: 0
Has Mutual Recognition in the EU Failed?—A Legal-Empirical Analysis on the Example of Food Supplements Containing Botanicals and Other Bioactive Substances 欧盟互认失败了吗?--以含有植物和其他生物活性物质的食品补充剂为例进行的法律-经验分析
IF 2.3 Q3 BUSINESS Pub Date : 2024-07-19 DOI: 10.1007/s10603-024-09571-0
R. Warda, K. Purnhagen, M. Molitorisová

The European Union lacks comprehensive legislation pertaining to food supplements containing botanical or bioactive substances other than nutrients, resulting in disparate regulatory frameworks among European Member States. Previous studies predominantly focused on the doctrinal analysis of these diverse regulations at both European and national levels, offering limited insights into their practical implementation by governing bodies. This research endeavours to scrutinize administrative practices governing legislation on food supplements featuring botanical or other bioactive constituents, which are subject to varying approaches across Member States. Employing a combination of doctrinal and empirical legal research methodologies, this approach involved a meticulous examination of the regulatory landscape governing food supplements at both EU and Member State levels. Simultaneously, an empirical investigation, conducted through expert interviews, aimed to elucidate whether discrepancies among national legal systems translate into discernible variations in the operational strategies of competent authorities. Additionally, this empirical inquiry shed light on the efficacy of specific EU directives aimed at harmonizing food supplement regulations at the national level. These findings delineate a fragmented regulatory environment for botanical and bioactive food supplements across Member States. Noteworthy disparities were observed not only in national legislative frameworks but also in the enforcement practices of regulatory authorities. Union-level governance efforts in particular by adopting a mutual recognition approach to mitigate fragmentation proved ineffective. Consequently, this research underscores an urgent imperative to expedite the harmonization of regulations governing botanicals and other bioactive substances present in food supplements across the European Union.

欧盟缺乏与含有植物或生物活性物质(营养素除外)的食品补充剂相关的全面立法,导致欧洲各成员国之间的监管框架不尽相同。以往的研究主要集中在欧洲和国家层面对这些不同法规的理论分析,对管理机构的实际执行情况了解有限。本研究试图对各成员国采用不同方法对含有植物或其他生物活性成分的食品补充剂进行立法的行政实践进行审查。本研究采用理论与实证相结合的法律研究方法,对欧盟和各成员国有关食品补充剂的监管情况进行了细致的研究。同时,通过专家访谈进行实证调查,旨在阐明国家法律体系之间的差异是否转化为主管当局运作策略上的明显差异。此外,这项实证调查还揭示了欧盟旨在协调国家层面食品补充剂法规的具体指令的效力。这些研究结果表明,各成员国对植物和生物活性食品补充剂的监管环境支离破碎。值得注意的差异不仅体现在国家立法框架上,还体现在监管机构的执法实践中。事实证明,联盟一级的治理努力,特别是通过采用相互承认的方法来缓解分散状况的努力是无效的。因此,这项研究强调,当务之急是加快协调欧盟各国对食品补充剂中的植物药和其他生物活性物质的监管。
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引用次数: 0
Strengthening Nigeria’s Digital Money Lending Ecosystem 加强尼日利亚的数字货币借贷生态系统
IF 2.3 Q3 BUSINESS Pub Date : 2024-05-18 DOI: 10.1007/s10603-024-09569-8
O. Monye

The article examines the proliferation of short-term, unsecured credit offered by digital money lenders (DMLs) in Nigeria, with a focus on abusive debt collection practices such as unauthorised disclosure of personal information, the use of threats and the defamation of borrowers, often disregarding existing financial consumer safeguards. To balance the growth of digital lending with recognised consumer safeguards, the study employs a doctrinal research approach to assess consumer protection mechanisms within Nigeria’s legal and institutional framework. The article proposes several recommendations, including promoting consumer awareness, expanding judicial and administrative channels of reporting and redress, improving and publishing regulatory activities, introducing fair digital lending rules, employing Enforcement Technology to facilitate monitoring and redress, fostering industry collaboration in data sharing, expanding the scope of formal entities providing credit, simplifying access to formal credit and strengthening credit reporting. These measures aim to establish a sustainable, inclusive and empowering digital lending environment for all stakeholders.

这篇文章探讨了尼日利亚数字货币借贷机构(DMLs)提供的短期无担保信贷激增的问题,重点关注滥用性收债行为,如未经授权披露个人信息、使用威胁和诽谤借款人,这些行为往往无视现有的金融消费者保障措施。为了在数字借贷的发展与公认的消费者保障措施之间取得平衡,本研究采用了理论研究方法来评估尼日利亚法律和制度框架内的消费者保护机制。文章提出了若干建议,包括提高消费者意识、扩大司法和行政渠道的报告和补救、改进和公布监管活动、引入公平数字借贷规则、采用执法技术促进监测和补救、促进行业在数据共享方面的合作、扩大提供信贷的正规实体的范围、简化获得正规信贷的途径以及加强信用报告。这些措施旨在为所有利益攸关方建立一个可持续、包容和赋权的数字借贷环境。
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引用次数: 0
The Link Between Digital Skills and Financial Inclusion—Evidence from Consumers Survey Data from Low-Income Areas 数字技能与金融包容性之间的联系--来自低收入地区消费者调查数据的证据
IF 2.3 Q3 BUSINESS Pub Date : 2024-05-03 DOI: 10.1007/s10603-024-09567-w
P. M. Vik, D. Kamerāde, K. T. Dayson

Financial and digital inclusion are key consumer policy agendas for governments globally. Yet, despite the importance of online interfaces to manage finances and make payments, the link between financial and digital inclusion remains under-researched. This study analyses the link between digital and financial inclusion drawing on data from a survey conducted of 922 adults in UK in 2018. The results suggest that the active use of banking services depends on digital skills. The level of self-rated internet proficiency predicts a variety of ways in which consumers use financial services in the management of their finances, including contactless payments, bank transfers, and the use of multiple banking services. This holds even when controlling for socioeconomic and demographic characteristics. Conversely, household income is more important as a determinant than digital skills in checking account balance online. This possibly reflects that liquidity constrained consumers generally prefer to monitor their spending using cash as this provides more precise information on their spending and remaining balance.

金融和数字包容性是全球各国政府的主要消费者政策议程。然而,尽管在线界面对管理财务和支付非常重要,但对金融和数字包容性之间的联系仍然研究不足。本研究利用 2018 年对英国 922 名成年人的调查数据,分析了数字普惠金融与数字普惠金融之间的联系。结果表明,银行服务的积极使用取决于数字技能。自我评价的互联网熟练程度可以预测消费者在理财过程中使用金融服务的各种方式,包括非接触式支付、银行转账和使用多种银行服务。即使在控制社会经济和人口特征的情况下,这一点也是成立的。相反,在在线查询账户余额方面,家庭收入比数字技能更重要。这可能反映出,流动性受限的消费者通常更愿意使用现金来监控自己的支出,因为这能提供更精确的支出和余额信息。
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引用次数: 0
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