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Paradoxical digital inclusion: The mixed blessing of street-level intermediaries in reducing administrative burden 自相矛盾的数字包容性:街道中介在减轻行政负担方面喜忧参半
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-02-23 DOI: 10.1016/j.giq.2024.101913
Mohammad Alshallaqi, Yaser Hasan Al-Mamary

This study draws on longitudinal qualitative data and insights from the literature on administrative burdens, street-level bureaucracy, and digital government to advance the debate on digital inclusion. It sheds light on a paradoxical form of digital inclusion enacted by an unexplored tier of private street-level intermediaries. This paradoxical digital inclusion manifests in three ways. First, digitization reduces administrative burdens by streamlining access to digital services, yet it reproduces administrative burdens for digitally disadvantaged users. Second, digital-by-default policies help realize public value generated by digitization, yet they create economic value for street-level intermediaries to monetize digital inclusion. Third, private street-level intermediaries contribute to digital inclusion and benefit economically from sustaining digital exclusion. This study contributes to the literature on digital inclusion and administrative burden by revealing and explaining the complex and paradoxical mechanisms through which digital inclusion is enacted at the street-level. These detailed insights can enrich policy debates on digital inclusion and be useful in designing digital inclusion policies, specifically in contexts where such forms of ‘paradoxical inclusion’ are present.

本研究利用纵向定性数据以及有关行政负担、街道官僚机构和数字政府的文献中的见解,推动了有关数字包容性的讨论。它揭示了一种自相矛盾的数字包容形式,这种形式是由未被探索的私人街道中介机构实施的。这种自相矛盾的数字包容性表现在三个方面。首先,数字化通过简化数字服务的获取减少了行政负担,但它又为数字弱势用户带来了行政负担。其次,"默认数字 "政策有助于实现数字化产生的公共价值,但也为街道中介创造了经济价值,使数字包容性货币化。第三,私营街道中介为数字包容性做出了贡献,并从维持数字排斥中获得了经济利益。本研究通过揭示和解释在街道层面实现数字包容性的复杂而矛盾的机制,为有关数字包容性和行政负担的文献做出了贡献。这些详尽的见解可以丰富有关数字包容性的政策辩论,并有助于设计数字包容性政策,特别是在存在这种 "自相矛盾的包容性 "的情况下。
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引用次数: 0
The strategic use of AI in the public sector: A public values analysis of national AI strategies 人工智能在公共部门的战略应用:国家人工智能战略的公共价值分析
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-02-22 DOI: 10.1016/j.giq.2024.101914
Illugi Torfason Hjaltalin, Hallur Thor Sigurdarson

Governments worldwide are strategically investing in artificial intelligence (AI) to improve public services and streamline internal operations. In this context, national AI strategies play a pivotal role. This study uses combined qualitative research methods analyzing 28 national AI strategies (i.e., the texts). Our aim is to delve into how governments define and position AI applications within the public sector. Specifically, the study explores how the texts convey AI's application in this context employing a public value(s) perspective. Its discursive analytical approach coupled with a comprehensive take on public value theory (Moore, 1995) engenders novel insights into national discourses on AI in the public sector. Against this background we draw on public administration and policy research in our analysis of three dominant discourses that we identify in the texts, i.e. empowerment through information, enhanced administrative practices, and improved service delivery. We find that the discourses involve different positions in relation to governments' use of AI and depend on particular actors and types of public service. Commonly, they concern government objectives to tackle critical societal issues through AI, such as in the areas of health and social care and employment. In particular, the discourse of enhanced administrative practices commonly positioned AI as a tool to optimize internal processes, resource allocation, and organizational management. On the other hand, the discourse of improved service delivery similarly placed public services front and center, while the discourse of empowerment through information framed AI as being able to enhance citizens' service experiences. Interestingly, discourses emphasizing the policymaking function, i.e., AI applied to the development of public policy,—receives limited attention. Our findings underscore strategic prioritizations. While efficiency and service delivery dominate the discourse, citizen engagement remains underemphasized. We argue that policymakers must strike a balance, ensuring AI aligns with broader societal outcomes while addressing democratic imperatives.

世界各国政府正在对人工智能(AI)进行战略性投资,以改善公共服务和简化内部运作。在此背景下,国家人工智能战略发挥着举足轻重的作用。本研究采用综合定性研究方法,分析了 28 个国家的人工智能战略(即文本)。我们的目的是深入研究政府如何定义和定位公共部门的人工智能应用。具体来说,本研究从公共价值的角度探讨了文本如何传达人工智能在此背景下的应用。其话语分析方法与对公共价值理论(Moore,1995 年)的全面理解相结合,为各国关于公共部门人工智能的论述提供了新的视角。在此背景下,我们借鉴了公共行政和政策研究的成果,分析了我们在文本中发现的三个主要论述,即通过信息赋权、加强行政管理实践和改善服务提供。我们发现,这些论述涉及政府在使用人工智能方面的不同立场,并取决于特定的参与者和公共服务的类型。它们通常涉及政府通过人工智能解决关键社会问题的目标,例如在医疗、社会关怀和就业领域。特别是,关于加强行政实践的论述通常将人工智能定位为优化内部流程、资源分配和组织管理的工具。另一方面,关于改善服务提供的论述同样将公共服务置于前沿和中心位置,而关于通过信息赋权的论述则将人工智能框定为能够改善公民的服务体验。有趣的是,强调决策功能的论述,即人工智能应用于公共政策的制定,受到的关注有限。我们的发现强调了战略优先性。虽然效率和服务的提供在讨论中占主导地位,但公民的参与仍未得到足够重视。我们认为,决策者必须取得平衡,确保人工智能与更广泛的社会成果保持一致,同时解决民主的当务之急。
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引用次数: 0
How emerging technologies can solve critical issues in organizational operations: An analysis of blockchain-driven projects in the public sector 新兴技术如何解决组织运营中的关键问题:公共部门区块链驱动项目分析
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-02-10 DOI: 10.1016/j.giq.2024.101912
Samuel Fosso Wamba , Serge-Lopez Wamba-Taguimdje , Qihui Lu , Maciel M. Queiroz

Blockchain technology emerged as a concrete and disruptive application in all sectors. Even if the public sector witnessed this technology's first applications and implementations, it took a while to spread even in that environment. Previous studies have shown that blockchain technologies are a powerful, essential, and effective lever for transforming government processes and procedures and improving the management of public benefits and policies. Following an analysis of a sample of 167 blockchain-oriented projects in the public sector, we explore in this article the extent of the effects of blockchain on fundamental public governance functions, and we further explore the information technology and strategic management literature in this regard. As a result, our study shows concrete evidence of how blockchain improves several government core functions: (1) public service governance, administrative efficiency, and open government capabilities; (2) process innovation in public services; and operational and administrative performance improvement. Via a fsQCA analysis, we explored how indicators characterizing blockchain-based transformation projects in the public sector led to radical transformations in public services. Our findings move forward the blockchain perspective on the public sector by enriching the literature, bringing insights to policymakers, and opening new research directions to scholars and practitioners.

区块链技术作为一种具体的颠覆性应用出现在各个领域。即使公共部门见证了这一技术的首次应用和实施,它也需要一段时间才能在这一环境中推广开来。以往的研究表明,区块链技术是改造政府流程和程序、改善公共福利和政策管理的强大、基本和有效的杠杆。通过对公共部门中 167 个以区块链为导向的项目进行抽样分析,我们在本文中探讨了区块链对基本公共治理职能的影响程度,并进一步探讨了这方面的信息技术和战略管理文献。因此,我们的研究显示了区块链如何改善政府几项核心职能的具体证据:(1)公共服务治理、行政效率和政务公开能力;(2)公共服务流程创新;以及运营和行政绩效改善。通过 FsQCA 分析,我们探讨了公共部门基于区块链的转型项目的特征指标如何导致公共服务的彻底转型。我们的研究结果丰富了相关文献,为政策制定者提供了真知灼见,并为学者和从业人员开辟了新的研究方向,从而推进了公共部门的区块链视角。
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引用次数: 0
Creating a workforce of fatigued cynics? A randomized controlled trial of implementing an algorithmic decision-making support tool 打造一支疲劳的愤世嫉俗者队伍?实施算法决策支持工具的随机对照试验
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-01-31 DOI: 10.1016/j.giq.2024.101911
Matthias Döring , Kim Sass Mikkelsen , Jonas Krogh Madsen , Kristian Bloch Haug

In recent decades, public service provision has become increasingly digitalized. However, while digitalization and artificial intelligence holds many promises, there is surprisingly little causal evidence on how it affects the employees who provide such services in the frontline. Based on cognitive and social psychological theories, we argue that IT projects can increase employees' cynicism towards change and change fatigue. In liaison with a Danish unemployment insurance fund, we test our hypotheses in a pre-registered randomized controlled trial that introduced an algorithmic decision-making support tool to underpin the counselling of newly unemployed clients. We do not find evidence that implementation of this tool resulted in negative employee outcomes. However, exploratory analyses indicate that this conclusion may mask smaller or heterogenous effects depending on employees' years of service with the insurance fund. We end the paper by discussing the implications of organizational change in the public sector.

近几十年来,公共服务的提供日益数字化。然而,尽管数字化和人工智能带来了许多希望,但令人惊讶的是,几乎没有任何因果关系的证据能说明数字化和人工智能对提供此类服务的一线员工产生了怎样的影响。基于认知和社会心理学理论,我们认为,IT 项目会增加员工对变革和变革疲劳的愤世嫉俗情绪。我们与丹麦一家失业保险基金合作,在一项预先登记的随机对照试验中检验了我们的假设,该试验引入了一种算法决策支持工具,以支持对新失业客户的咨询。我们没有发现实施该工具会给员工带来负面结果的证据。然而,探索性分析表明,这一结论可能掩盖了较小或异质性的影响,这取决于员工在保险基金的服务年限。最后,我们讨论了公共部门组织变革的影响。
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引用次数: 0
Characterizing technology affordances, constraints, and coping strategies for information dissemination to the public: Insights from emergency messaging in US local governments 描述向公众传播信息的技术承受能力、制约因素和应对策略:美国地方政府紧急信息发布的启示
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-01-27 DOI: 10.1016/j.giq.2024.101910
Tzuhao Chen , J. Ramon Gil-Garcia , G. Brian Burke , Alessandria Dey , Derek Werthmuller

Disseminating information to the public is critical in emergency management. Thanks to technological advances in recent decades, governments can instantly reach citizens through multiple channels. Existing research on emergency messaging indicates that the effectiveness of messaging depends on multiple factors, including receivers' characteristics, message content and style, as well as the social and political contexts. However, what is still missing in the literature is a better understanding of the role of technology use for emergency messaging, particularly in local governments. Based on the Technology Affordances and Constraints Theory (TACT) and a practice perspective, we analyzed interview data from eighteen local emergency management agencies in the United States to investigate four questions: (1) what digital artifacts are used for writing and sending messages? (2) how do the artifacts afford emergency managers in writing and sending messages? (3) what are the constraints that impede effective messaging? and (4) how do governments cope with those difficulties? We find four types of artifacts involved in emergency messaging, their affordances, and constraints, as well as some strategies for mitigating negative impacts. The findings extend current knowledge about emergency messaging from the point of view of front-line staff and add insights into the TACT.

在应急管理中,向公众传播信息至关重要。得益于近几十年来的技术进步,政府可以通过多种渠道即时与公民取得联系。现有的应急信息传播研究表明,信息传播的有效性取决于多种因素,包括接收者的特征、信息内容和风格,以及社会和政治背景。然而,文献中仍缺少对技术在紧急信息发布中的作用的更好理解,尤其是在地方政府中。基于 "技术承载与制约理论"(TACT)和实践视角,我们分析了来自美国 18 个地方应急管理机构的访谈数据,研究了四个问题:(1)在撰写和发送信息时使用了哪些数字工具?(2) 这些工具如何帮助应急管理人员撰写和发送信息?(3) 妨碍有效发送信息的制约因素有哪些? (4) 政府如何应对这些困难?我们发现了应急信息传递中涉及的四种人工制品、它们的承受能力和限制因素,以及一些减轻负面影响的策略。这些发现从一线工作人员的角度扩展了当前关于紧急信息传递的知识,并为 TACT 增添了新的见解。
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引用次数: 0
Managing the manosphere: The limits of responsibility for government social media adoption 管理人际圈:政府采用社交媒体的责任限制
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-01-09 DOI: 10.1016/j.giq.2024.101909
Åsa-Karin Engstrand

The prevalence of hate, threats, gender trolling, and other problematic communication patterns in social media prompts concerns about the responsibility associated with government social media adoption. In addressing this issue, this paper adopts a feminist perspective to enrich our understanding of how governments assume responsibility for their adoption of social media. The study contains a sentiment and thematic analysis of responses to a government video campaign on Facebook, which seeks to heighten public awareness about men's violence against women by highlighting problems surrounding sexist jokes. The video targets two audiences in terms of gender, resulting in various outcomes in sentiments, trolling, and trolling management. Results show disparities in sentiments between males and females, the diverse strategies employed in trolling, and how both users and the local government manage trolling. The local government deploys different strategies for trolling management, encompassing both engaging and non-engaging approaches. Notably, engagement is constrained to the targeted male audience and male trollers. The primary responsibility for trolling management is delegated to users, predominantly women, who become proxies for the local government. This dual practice of ignoring women as relevant stakeholders and utilizing them as proxies is considered a failure of responsibility. The study contributes to the advancement of citizen engagement research by delving into the intricate dynamics of trolling and trolling management within the specific context of government social media. Moreover, it sheds light on issues of responsibility inherent in the adoption of social media by governmental entities.

社交媒体中普遍存在的仇恨、威胁、性别嘲弄和其他有问题的沟通模式,引发了人们对政府采用社交媒体的相关责任的担忧。为解决这一问题,本文采用了女性主义视角,以丰富我们对政府如何承担其采用社交媒体的责任的理解。该视频旨在通过强调与性别歧视笑话相关的问题,提高公众对男性暴力侵害女性行为的认识。该视频针对两种性别的受众,因此在情感、嘲弄和嘲弄管理方面产生了不同的结果。结果显示了男性和女性在情绪上的差异、嘲弄中采用的不同策略,以及用户和地方政府如何管理嘲弄。当地政府采取了不同的拖曳管理策略,包括参与式和非参与式方法。值得注意的是,参与仅限于目标男性受众和男性钓客。钓客管理的主要责任被委派给了用户,主要是女性,她们成为了地方政府的代理人。这种忽视妇女作为利益相关者并利用她们作为代理人的双重做法被认为是一种失职。本研究在政府社交媒体的特定背景下,深入探讨了嘲弄和嘲弄管理的复杂动态,为推动公民参与研究做出了贡献。此外,它还揭示了政府实体采用社交媒体过程中固有的责任问题。
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引用次数: 0
How to promote AI in the US federal government: Insights from policy process frameworks 如何在美国联邦政府中推广人工智能:政策流程框架的启示
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-01-09 DOI: 10.1016/j.giq.2023.101908
Muhammad Salar Khan , Azka Shoaib , Elizabeth Arledge

When it comes to routine government activities, such as immigration, justice, social welfare provision and climate change, the general perception is that the US federal government operates slowly. One potential solution to increase the productivity and efficiency of the federal government is to adopt AI technologies and devices. AI technologies and devices already provide unique capabilities, services, and products, as demonstrated by smart homes, autonomous vehicles, delivery drones, GPS navigation, Chatbots such as OpenAI's ChatGPT and Google's Bard, and virtual assistants such as Amazon's Alexa. However, incorporating massive AI into the US federal government would present several challenges, including ethical and legal concerns, outdated infrastructure, unprepared human capital, institutional obstacles, and a lack of social acceptance. How can US policymakers promote policies that increase AI usage in the face of these challenges? This will require a comprehensive strategy at the intersection of science, policy, and economics that addresses the aforementioned challenges. In this paper, we survey literature on the interrelated policy process to understand the advancement, or lack thereof, of AI in the US federal government, an emerging area of interest. To accomplish this, we examine several policy process frameworks, including the Advocacy Coalition Framework (ACF), Multiple Streams Framework (MSF), Punctuated Equilibrium Theory (PET), Internal Determinants and Diffusion (ID&D), Narrative Policy Framework (NPF), and Institutional Analysis and Development (IAD). We hope that insights from this literature will identify a set of policies to promote AI-operated functionalities in the US federal government.

在移民、司法、社会福利提供和气候变化等常规政府活动方面,人们普遍认为美国联邦政府运作缓慢。提高联邦政府生产力和效率的一个潜在解决方案是采用人工智能技术和设备。人工智能技术和设备已经提供了独特的能力、服务和产品,如智能家居、自动驾驶汽车、无人机送货、GPS 导航、聊天机器人(如 OpenAI 的 ChatGPT 和谷歌的 Bard)以及虚拟助手(如亚马逊的 Alexa)。然而,将大规模人工智能纳入美国联邦政府将面临若干挑战,包括道德和法律问题、基础设施落后、人力资本准备不足、制度障碍以及缺乏社会认可。面对这些挑战,美国的政策制定者该如何推动增加人工智能使用的政策呢?这就需要在科学、政策和经济学的交叉领域制定一项综合战略,以应对上述挑战。在本文中,我们调查了关于相互关联的政策过程的文献,以了解人工智能在美国联邦政府这一新兴领域的推进或缺失情况。为此,我们研究了多个政策流程框架,包括倡导联盟框架 (ACF)、多流框架 (MSF)、动力平衡理论 (PET)、内部决定因素与扩散 (ID&D)、叙事政策框架 (NPF) 以及机构分析与发展 (IAD)。我们希望从这些文献中获得的见解能够确定一套政策,以促进美国联邦政府的人工智能功能。
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引用次数: 0
Governing in the digital age: The emergence of dynamic smart urban governance modes 数字时代的治理:动态智能城市治理模式的出现
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-01-09 DOI: 10.1016/j.giq.2023.101907
Erico Przeybilovicz , Maria Alexandra Cunha

There is growing concern that implementing effective governance constitutes a significant element in cities becoming ‘smart’ due to its multidisciplinarity, complexity of urban challenges and multi-stakeholder involvement. It is assumed that in smart city initiatives, new governance modes arise through the interplay of technological artefacts and political and social factors, viewed through a sociotechnical perspective. We also argue that traditional urban governance modes help explain emerging modes and the nature of citizen-government interactions. Thus, a combination of the sociotechnical view with the modes of urban governance as a theoretical approach was used to understand the dynamics of emerging governance modes in smart city initiatives. Two cases were studied using a longitudinal qualitative case study and temporal bracketing analysis for an in-depth understanding. Our findings evidenced that the configuration of the elements, governance mode, information and communication technology (ICT) and types of citizen-government interaction varies from one initiative to another and changes over time, across multiple sociotechnical networks in practice, which leads to emerging new governance modes. We highlight that a new understanding of smart urban governance for sustainable development in the digital age needs to be developed as a dynamic process. Moreover, we identified two emerging governance modes and proposed a dynamic approach to investigate smart urban governance in other contexts.

由于其多学科性、城市挑战的复杂性和多方利益相关者的参与,实施有效治理成为城市 "智能化 "的一个重要因素,这一点日益受到关注。我们认为,从社会技术的角度来看,在智慧城市倡议中,新的治理模式是通过技术产品与政治和社会因素的相互作用而产生的。我们还认为,传统的城市治理模式有助于解释新出现的模式以及公民与政府互动的性质。因此,我们将社会技术视角与城市治理模式相结合,将其作为一种理论方法来理解智慧城市倡议中新兴治理模式的动态。我们采用纵向定性案例研究和时间括弧分析法对两个案例进行了研究,以深入了解情况。我们的研究结果表明,不同倡议的要素配置、治理模式、信息和通信技术(ICT)以及公民与政府互动的类型各不相同,并且随着时间的推移而变化,在实践中跨越多个社会技术网络,从而形成新的治理模式。我们强调,对数字时代可持续发展的智能城市治理的新理解需要作为一个动态过程来发展。此外,我们还确定了两种新兴的治理模式,并提出了一种动态方法来研究其他背景下的智慧城市治理。
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引用次数: 0
Exploring the potential and limits of digital tools for inclusive regulatory engagement with citizens 探索数字工具在与公民进行包容性监管接触方面的潜力和局限性
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-01-08 DOI: 10.1016/j.giq.2023.101901
Chris Townley , Christel Koop

Over the past decade, independent regulatory agencies like competition authorities, water and energy regulators have increasingly turned to citizen engagement, including via digital channels. In this study, we seek to shed light on the potential and limits of economic regulators' digital engagement with citizens, compared to traditional, non-digital equivalents. More specifically, we analyse the costs and benefits of four prominent (digital) engagement tools in relation to inclusion, focusing on three key challenges for inclusive citizen engagement: (i) access, (ii) accessible information, and (iii) support in making contributions. Furthermore, we assess the technical, social, and organisational conditions under which the use of the tools can be more inclusive. We conclude that ‘turning digital’ has important advantages for inclusive regulatory engagement but is no panacea. Yet, whilst some challenges cannot be unilaterally tackled by regulators, there is considerable room for these organisations to raise the inclusiveness of their engagement, both by combining tools and modes of engagement, and by expanding their toolbox.

过去十年来,竞争管理机构、水务和能源监管机构等独立监管机构越来越多地转向公民参与,包括通过数字渠道。在本研究中,我们试图揭示经济监管机构与公民进行数字互动的潜力和局限,与传统的非数字互动相比有何不同。更具体地说,我们分析了与包容性相关的四种著名(数字)参与工具的成本和效益,重点关注包容性公民参与的三个关键挑战:(i) 获取途径,(ii) 可获取的信息,以及 (iii) 支持做出贡献。此外,我们还对技术、社会和组织条件进行了评估,在这些条件下,这些工具的使用可以更具包容性。我们的结论是,"数字化 "对于包容性监管参与具有重要优势,但并非万能药。然而,尽管监管机构无法单方面应对某些挑战,但这些机构仍有很大的空间,可以通过组合工具和参与模式以及扩大工具箱来提高其参与的包容性。
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引用次数: 0
How do citizens perceive the use of Artificial Intelligence in public sector decisions? 公民如何看待人工智能在公共部门决策中的应用?
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2023-12-29 DOI: 10.1016/j.giq.2023.101906
Tessa Haesevoets , Bram Verschuere , Ruben Van Severen , Arne Roets

Artificial Intelligence (AI) has become increasingly prevalent in almost every aspect of our lives. At the same time, a debate about its applications, safety, and privacy is raging. In three studies, we explored how UK respondents perceive the usage of AI in various public sector decisions. Our results are fourfold. First, we found that people prefer AI to have considerably less decisional weight than various human decision-makers; those being: politicians, citizens, and (human) experts. Secondly, our findings revealed that people prefer AI to provide input and advice to these human decision-makers, rather than letting AI make decisions by itself. Thirdly, although AI is seen as contributing less to perceived legitimacy than these human decision-makers, similar to (human) experts, its contribution is seen more in terms of output legitimacy than in terms of input and throughput legitimacy. Finally, our results suggest that the involvement of AI is perceived more suitable for decisions that are low (instead of high) ideologically-charged. Overall, our findings thus show that people are rather skeptical towards using AI in the public domain, but this does not imply that they want to exclude AI entirely from the decision-making process.

人工智能(AI)已日益渗透到我们生活的几乎方方面面。与此同时,有关其应用、安全性和隐私的争论也在激烈进行。在三项研究中,我们探讨了英国受访者如何看待人工智能在各种公共部门决策中的应用。我们的研究结果有四个方面。首先,我们发现,与各种人类决策者(包括政治家、公民和(人类)专家)相比,人们更倾向于人工智能所占的决策权重要小得多。其次,我们的研究结果表明,人们更喜欢人工智能为这些人类决策者提供意见和建议,而不是让人工智能自己做出决定。第三,尽管与人类决策者相比,人工智能被认为对感知合法性的贡献较小,但与(人类)专家类似,其贡献更多体现在产出合法性方面,而非投入和产出合法性方面。最后,我们的研究结果表明,人工智能的参与更适用于意识形态色彩较淡(而非较浓)的决策。总之,我们的研究结果表明,人们对在公共领域使用人工智能持怀疑态度,但这并不意味着他们希望将人工智能完全排除在决策过程之外。
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引用次数: 0
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