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Feature engineering from the perspective of agenda setting for predicting the success of online petitions 从议程设置角度看预测网上请愿成功的特征工程
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-05-13 DOI: 10.1016/j.giq.2024.101937
Philip Tin Yun Lee , Alvin Ying Lu , Feiyu E , Michael Chau

This study draws on the issue expansion model and symbolism, both of which are influential concepts in the literature of public policy and agenda setting, to generate textual features for developing a predictive model of online petition success. Using a real-life dataset of an online petition platform, we show that the proposed model performs well in several important evaluation metrics when compared with benchmark models. This study offers several contributions. First, we present how to translate these concepts into textual features of petitions that can be understood by computers to improve prediction of petition success. The predictive models developed and the patterns of online petitioning identified enhance our understanding of collective actions on online petition platforms. In addition, we demonstrate that we can develop a better predictive model by adopting both supervised and unsupervised approaches of model development together with datasets that are exogenous from online petition platforms. Further examination of the predictive models in future may enable us to define vague concepts in a systematic way. On practical implications, our proposed text-mining model enables policy makers to handle a large volume of social data in a relatively objective manner. This is conducive to civic participation in e-democracy. The model may help policy makers identify potentially popular issues and prevent issue expansion at an early stage to mitigate the possible incursion of social cost. Moreover, by developing a predictive model based on our approach, citizens can compare different petition texts to determine their chances of success and post texts that have a higher predicted rate of success.

议题扩展模型和象征主义都是公共政策和议程设置文献中颇具影响力的概念,本研究利用这两个概念生成文本特征,以开发在线请愿成功预测模型。我们使用了一个在线请愿平台的真实数据集,结果表明,与基准模型相比,所提出的模型在几个重要的评估指标上表现良好。这项研究做出了多项贡献。首先,我们介绍了如何将这些概念转化为计算机可以理解的请愿书文本特征,从而提高请愿书成功率的预测。所开发的预测模型和所识别的网络请愿模式增强了我们对网络请愿平台上集体行动的理解。此外,我们还证明,通过同时采用监督和非监督的模型开发方法以及网络请愿平台的外生数据集,我们可以开发出更好的预测模型。今后对预测模型的进一步研究将有助于我们系统地定义模糊概念。就实际意义而言,我们提出的文本挖掘模型能让决策者以相对客观的方式处理大量的社会数据。这有利于公民参与电子民主。该模型可帮助政策制定者识别潜在的热门话题,并在早期阶段防止话题扩大,从而降低可能产生的社会成本。此外,通过基于我们的方法开发预测模型,公民可以对不同的请愿文本进行比较,以确定它们的成功几率,并发布预测成功率较高的文本。
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引用次数: 0
Understanding value of digital service delivery by governments in Mexico 了解墨西哥政府提供数字化服务的价值
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-04-30 DOI: 10.1016/j.giq.2024.101936
Battulga Buyannemekh , Sergio Picazo-Vela , Dolores E. Luna , Luis F. Luna-Reyes

Over the years, governments have leveraged various technologies to streamline internal operations for greater efficiency and to create value through digitally delivered public services (i.e., digital services) for several stakeholders, including citizens. While prior studies have contributed to understanding the institutional and organizational determinants of government digital services, much less is known about their utilization and the actual public value they generate from the perspective of the citizen, particularly in developing countries. Some research on technology, economic, and other social divides even suggests that both the use and value of digital services are potentially limited. In this paper, we apply the Delone and McLean model, a well-established information systems theory, to examine citizens' use of government digital services and their perceptions of public value derived from such use. Based on data from a comprehensive national phone survey across 32 Mexican States with 4300 respondents, our structural equation modeling reveals that system quality is the most significant predictor of use and user satisfaction with digital services. Furthermore, use and user satisfaction lead to public value as measured by the conveniences, flexibilities, and process simplifications the system affords. Our study contributes to digital government literature by using the concept of public value as a measure of digital government services' impact and success from the perspective of the citizens.

多年来,各国政府利用各种技术简化内部运作以提高效率,并通过以数字方式提供的公共服务(即数字服务)为包括公民在内的多个利益相关方创造价值。虽然以往的研究有助于了解政府数字服务的制度和组织决定因素,但从公民的角度来看,尤其是在发展中国家,对数字服务的利用及其产生的实际公共价值却知之甚少。一些关于技术、经济和其他社会差异的研究甚至表明,数字服务的使用和价值都可能是有限的。在本文中,我们运用 Delone 和 McLean 模型(一种成熟的信息系统理论)来研究公民对政府数字服务的使用情况,以及他们对这种使用所产生的公共价值的看法。基于对墨西哥 32 个州 4300 名受访者进行的全国性电话调查数据,我们的结构方程模型显示,系统质量是预测数字服务使用情况和用户满意度的最重要因素。此外,使用率和用户满意度还能带来公共价值,公共价值的衡量标准是系统提供的便利性、灵活性和流程简化程度。我们的研究从公民的角度出发,使用公共价值的概念来衡量数字政府服务的影响和成功,从而为数字政府文献做出了贡献。
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引用次数: 0
The generation of public value through e-participation initiatives: A synthesis of the extant literature 通过电子参与活动创造公共价值:现有文献综述
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-04-15 DOI: 10.1016/j.giq.2024.101935
Naci Karkin , Asunur Cezar

The number of studies evaluating e-participation levels in e-government services has recently increased. These studies primarily examine stakeholders' acceptance and adoption of e-government initiatives. However, it is equally important to understand whether and how value is generated through e-participation, regardless of whether the focus is on government efforts or user adoption/acceptance levels. There is a need in the literature for a synthesis focusing on e- participation's connection with public value creation using a systematic and comprehensive approach. This study employs a systematic literature review to collect, examine, and synthesize prior findings, aiming to investigate public value creation through e-participation initiatives, including their facilitators and barriers. By reviewing sixty-four peer-reviewed studies indexed by Web of Science and Scopus, this research demonstrates that e-participation initiatives and efforts can generate public value. Nevertheless, several factors are pivotal for the success and sustainability of these initiatives. The study's findings could guide researchers and practitioners in comprehending the determinants and barriers influencing the success and sustainability of e-participation initiatives in the public value creation process while highlighting potential future research opportunities in this domain.

最近,对电子政务服务的电子参与水平进行评估的研究数量有所增加。这些研究主要考察利益相关者对电子政务举措的接受和采用情况。然而,了解电子参与是否以及如何产生价值同样重要,无论研究重点是政府工作还是用户采用/接受程度。因此,有必要采用系统、全面的方法,对电子参与与公共价值创造之间的关系进行综合研究。本研究通过系统的文献综述来收集、审查和归纳先前的研究成果,旨在研究通过电子参与活动创造公共价值的问题,包括其促进因素和障碍。通过审查由 Web of Science 和 Scopus 索引的六十四项同行评审研究,本研究表明,电子参与倡议和努力可以产生公共价值。然而,有几个因素对这些倡议的成功和可持续性至关重要。研究结果可以指导研究人员和从业人员理解在公共价值创造过程中影响电子参与倡议的成功和可持续性的决定因素和障碍,同时强调了该领域未来潜在的研究机会。
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引用次数: 0
Same same but different: How policies frame societal-level digital transformation 同中有异:政策如何构建社会层面的数字化转型
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-04-12 DOI: 10.1016/j.giq.2024.101932
Tobias Mettler , Gianluca Miscione , Claus D. Jacobs , Ali A. Guenduez

The digital transformation (DT) is not only forcing companies to rethink their business models but is also challenging governments to address the question of how information technology will change society today and in the future. By setting the legal boundaries and acting as an investor and promoter of the domestic digital economy, governments actively influence in which ways this transformational process takes place. The vision and objectives how DT should be realized on state level is portrayed in well-crafted DT policies. Yet, little is known how governments, as strategic actors, see their role in the DT and how they frame these documents. In this paper, we argue that policymaking about DT is isomorphic in the global context, rather than a differentiator for countries to gain a competitive edge. Using machine learning to analyze a vast text corpus of policy documents, we identify the common repertoire of narratives used by governments from all around the globe to picture their vision of the DT and show that DT policies appear to be almost context-free due to their high similarity.

数字化转型(DT)不仅迫使企业重新思考其商业模式,而且也对政府提出了挑战,要求其解决信息技术将如何改变当今和未来社会的问题。通过设定法律界限,并作为国内数字经济的投资者和推动者,政府积极影响着这一转型进程的方式。精心制定的数字技术政策描绘了国家层面应如何实现数字技术的愿景和目标。然而,人们对作为战略参与者的政府如何看待自己在数字贸易中的角色以及如何制定这些文件却知之甚少。在本文中,我们认为有关 DT 的政策制定在全球背景下是同构的,而不是各国获得竞争优势的差异化因素。通过使用机器学习分析庞大的政策文件文本语料库,我们找出了全球各国政府在描绘其对 DT 的愿景时所使用的共同叙事曲目,并表明 DT 政策因其高度相似性而似乎几乎不受语境限制。
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引用次数: 0
Exploring open government data ecosystems across data, information, and business 探索跨数据、信息和业务的开放式政府数据生态系统
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-04-12 DOI: 10.1016/j.giq.2024.101934
Jun Fang, Longwen Zhao, Shuting Li

Although the Open Government Data (OGD) movement is flourishing globally, the large-scale utilization and value creation of OGD has not really opened yet, which is far from the goal and expectation of data openness. Guiding the practice of OGD with the concept of “ecosystem” can help promote the efficient utilization and value realization of data. From the perspective of the whole process of OGD utilization, ecosystems have various types of ecological characteristics such as data flow, information expression and value realization. To this end, this paper proposes a new perspective of viewing OGD ecosystems across data, information and business based on the theories of supernetworks, data value chains, information ecosystems and business ecosystems, and further explores the ecosystems through a case study in Guizhou, China. We conclude that the hierarchical division of OGD ecosystems as a whole is clearer, and the focus of each layer is more focused; the cross-level dynamics mechanism of the ecosystem, and the information transmission mechanism assumed by the information ecosystem make the three layers interact with each other; and the different actors play different roles in the three layers and occupy different ecological position. This study provides useful reference for OGD practice and also expands new ideas and space for theoretical research and application practice of the ecosystem approach.

尽管政府数据开放(OGD)运动在全球范围内方兴未艾,但OGD的大规模利用和价值创造尚未真正开放,这与数据开放的目标和期望相去甚远。以 "生态系统 "的理念指导 OGD 的实践,有助于促进数据的高效利用和价值实现。从 OGD 利用的全过程来看,生态系统具有数据流动、信息表达、价值实现等多种生态特征。为此,本文基于超级网络、数据价值链、信息生态系统和商业生态系统等理论,提出了跨数据、信息和商业看待 OGD 生态系统的新视角,并通过中国贵州的案例研究对生态系统进行了进一步探索。我们的结论是:OGD 生态系统整体的层次划分更加清晰,各层的重点更加突出;生态系统的跨层动力机制、信息生态系统承担的信息传递机制使得三层之间相互作用;不同的行动者在三层中扮演不同的角色,占据不同的生态地位。本研究为 OGD 实践提供了有益的借鉴,也为生态系统方法的理论研究和应用实践拓展了新的思路和空间。
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引用次数: 0
An empirical investigation of users' switching intention to public service robots: From the perspective of PPM framework 用户对公共服务机器人转换意向的实证调查:从 PPM 框架的角度
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-04-12 DOI: 10.1016/j.giq.2024.101933
Tao Chen , Siqi Li , Zhongping Zeng , Zhehao Liang , Yuxi Chen , Wenshan Guo

In recent years, the application of artificial intelligence (AI) technology has become increasingly common in the public sector. Users have been switching their experiences in handling businesses from interactions with human staff to those with robots. Prior studies have focused on investigating the key factors that influence users' adoption of public service robots; however, only a few have considered users' switching behaviors from traditional human services to robotic ones. This study employs a push–pull–mooring (PPM) framework derived from the human migration field to understand the factors that affect users' switching intentions in the context of public service robot applications. The research model was tested with 419 valid responses among users who had experienced both human services and public service robots in Chinese government service halls. The structural equation modeling (SEM) method was applied to quantitatively analyze the data. This study sheds new light on the key determinants of users' switching intentions toward public service robots from the perspectives of push, pull, and mooring effects. The results can help practitioners and managers understand users' intentions for such switches and make scientific decisions to encourage citizens' positive responses to service robots.

近年来,人工智能(AI)技术在公共部门的应用越来越普遍。用户在处理业务时的体验已经从与人类工作人员的互动转向与机器人的互动。以往的研究主要集中于调查影响用户采用公共服务机器人的关键因素,但只有少数研究考虑了用户从传统人工服务向机器人服务的转换行为。本研究采用了源自人类迁移领域的推拉式迁移(PPM)框架,以了解在公共服务机器人应用背景下影响用户转换意图的因素。研究模型通过 419 份有效问卷进行了测试,这些问卷来自在中国政府服务大厅体验过人工服务和公共服务机器人的用户。采用结构方程建模(SEM)方法对数据进行了定量分析。本研究从推力效应、拉力效应和系泊效应的角度揭示了用户对公共服务机器人转换意向的关键决定因素。研究结果有助于实践者和管理者了解用户的转换意图,并做出科学决策,鼓励市民对服务机器人做出积极回应。
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引用次数: 0
The governance of artificial intelligence in Canada: Findings and opportunities from a review of 84 AI governance initiatives 加拿大的人工智能治理:对84项人工智能治理倡议的审查结果与机遇
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-04-03 DOI: 10.1016/j.giq.2024.101929
Blair Attard-Frost , Ana Brandusescu , Kelly Lyons

In recent years, the effective governance of artificial intelligence (AI) systems has become a strategic necessity for many nations. Among those nations, Canada is particularly noteworthy: Canada was the first nation to implement a national AI strategy, and more recently, Canada's federal and provincial governments have designed and implemented a wide range of initiatives that attempt to intervene in a variety of potential impacts associated with AI systems. We present a semi-systematic review and synthesis of 84 of those AI governance initiatives. We find that those 84 initiatives predominantly focus on developing programs, policies, and strategic plans to intervene in industry and innovation, technology production and use, AI research, and public administration. Conversely, we find relatively little focus on developing ethics statements or standards, as well as little focus on intervening in social and workforce development services, AI education and training, and digital infrastructure. We suggest three opportunities for researchers and four opportunities for practitioners that, if enacted, would strengthen the overall state of Canadian AI governance. Our study contributes a novel macro-scale synthesis of AI governance initiatives within a national context, as well as practical opportunities for intervening in national AI governance challenges related to evaluation of initiative outcomes, public trust and participation in initiatives, AI impact representation in initiatives, and national unification.

近年来,有效管理人工智能(AI)系统已成为许多国家的战略需要。在这些国家中,加拿大尤其值得一提:加拿大是第一个实施国家人工智能战略的国家,最近,加拿大联邦政府和省政府设计并实施了一系列举措,试图干预与人工智能系统相关的各种潜在影响。我们对其中的 84 项人工智能治理倡议进行了半系统性的回顾和总结。我们发现,这 84 项举措主要侧重于制定方案、政策和战略计划,以干预产业和创新、技术生产和使用、人工智能研究和公共管理。相反,我们发现制定伦理声明或标准的重点相对较少,干预社会和劳动力发展服务、人工智能教育和培训以及数字基础设施的重点也很少。我们为研究人员提出了三个机会,为从业人员提出了四个机会,如果这些机会得以实施,将会加强加拿大人工智能治理的整体状况。我们的研究对国家背景下的人工智能治理倡议进行了新颖的宏观综合,并为干预与倡议成果评估、倡议中的公众信任和参与、倡议中的人工智能影响代表以及国家统一相关的国家人工智能治理挑战提供了切实可行的机会。
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引用次数: 0
Metaverse for advancing government: Prospects, challenges and a research agenda 推进政府工作的元网络:前景、挑战和研究议程
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-04-03 DOI: 10.1016/j.giq.2024.101931
Nir Kshetri , Yogesh K. Dwivedi , Marijn Janssen

A number of government agencies have started deploying the Metaverse to connect better with their constituents. The Metaverse provides a rich interaction environment and has the potential to engage with, especially, the younger generation. However, the Metaverse's potential impact on the government sector has been given limited attention. This discussion paper aims to fill this void by reviewing the state of the art, analyzing possible roles of the Metaverse for governments and providing research directions. We found six facilitators and nine barriers and risks. The Metaverse offers much more than a virtual presence or copy of the physical world; significant transformations are needed in government to reap the benefits. Given the evolution of the Metaverse, government presence also needs to evolve, and different governments make different decisions about their Metaverse presence. We recommend more research into the nature, use, applications, transformations, and implications of the Metaverse on government functioning.

许多政府机构已经开始部署 Metaverse,以便更好地与选民建立联系。Metaverse 提供了一个丰富的互动环境,有可能吸引尤其是年轻一代的参与。然而,人们对元海外对政府部门的潜在影响关注有限。本讨论稿旨在填补这一空白,它回顾了相关技术的现状,分析了元海外对政府可能发挥的作用,并提供了研究方向。我们发现了六个促进因素和九个障碍与风险。元海外提供的远不止是虚拟存在或物理世界的副本;政府需要进行重大变革,才能从中获益。鉴于元海外的演变,政府的存在也需要演变,不同的政府会对其元海外的存在做出不同的决定。我们建议对元网的性质、使用、应用、转型以及对政府职能的影响开展更多研究。
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引用次数: 0
Public value creation through the use of open government data in Australian public sector: A quantitative study from employees' perspective 澳大利亚公共部门通过使用开放式政府数据创造公共价值:从员工角度进行定量研究
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-03-30 DOI: 10.1016/j.giq.2024.101930
Nuria Benmohamed, Jun Shen, Elena Vlahu-Gjorgievska

Public value creation is one of the most important opportunities of open government data (OGD) for different stakeholders including public sector agencies, private businesses, academia, citizens, and civic organizations. However, OGD has hardly any value on its own, yet the value is created by its use, hence supporting OGD portal use is a key point to delivering public value. Indeed, making an effective impact on OGD requires users to activate its value. Therefore, this study aims to propose a model to explore factors that hinder or facilitate public value creation using OGD from the public sector employee perspective. Using the DeLone and McLean (2003) model as a theoretical basis with the combination of the Moore (1995) framework, the study model was validated in the Australian public sector, using partial least square structural equation modelling. The results of this study support the validity of the research model and discover the factors that have a significant influence on public value creation through the use of OGD in the Australian public sector. Findings reveal that employee's OGD portal use and their satisfaction significantly predict the public value of OGD, while the OGD portal quality, open data quality and service support indirectly affect the public value of OGD. Furthermore, the moderator analysis suggests that awareness of the value of OGD among public sector employees has a critical effect on the delivery of public value.

The proposed theoretical framework can be used to assess the factors affecting OGD public value creation by users in the public sector, which can help researchers and developers to improve and update their system, based on the results.

对于包括公共部门机构、私营企业、学术界、公民和民间组织在内的不同利益相关者来说,创造公共价值是开放式政府数据(OGD)最重要的机遇之一。然而,开放式政府数据本身几乎没有任何价值,但其价值是通过使用来创造的,因此支持开放式政府数据门户网站的使用是实现公共价值的关键点。事实上,要对 OGD 产生有效的影响,需要用户激活其价值。因此,本研究旨在提出一个模型,从公共部门员工的角度探讨阻碍或促进使用 OGD 创造公共价值的因素。本研究以 DeLone 和 McLean(2003 年)模型为理论基础,结合 Moore(1995 年)框架,使用偏最小二乘法结构方程模型,在澳大利亚公共部门对研究模型进行了验证。研究结果证明了研究模型的有效性,并发现了澳大利亚公共部门通过使用 OGD 创造公共价值的重要影响因素。研究结果表明,员工对 OGD 门户网站的使用及其满意度能显著预测 OGD 的公共价值,而 OGD 门户网站质量、开放数据质量和服务支持则间接影响 OGD 的公共价值。此外,主持人分析表明,公共部门员工对 OGD 价值的认识对公共价值的实现具有关键影响。所提出的理论框架可用于评估影响公共部门用户创造 OGD 公共价值的因素,从而帮助研究人员和开发人员根据研究结果改进和更新他们的系统。
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引用次数: 0
Creating public value through digital service delivery from a citizen's perspective 从公民角度出发,通过提供数字化服务创造公共价值
IF 7.8 1区 管理学 Q1 Social Sciences Pub Date : 2024-03-26 DOI: 10.1016/j.giq.2024.101928
Dolores E. Luna , Sergio Picazo-Vela , Battulga Buyannemekh , Luis F. Luna-Reyes

The use of information technologies to improve public services is fundamental to the mission of governments worldwide. As technology's value propositions have expanded, understanding how digital service delivery creates public values has become a complex and salient research problem. While the extant literature often discusses creating public values through digitizing public services from institutional and managerial perspectives, less is known about the citizens' perceptions of such value creation. This paper aims to address this gap guided by the following research question: what are the citizens' perceptions of public value creation through digital services? To answer this question, we use qualitative data collected through thirteen focus groups in four cities in Mexico. Our findings indicate that citizens tend to perceive the public value of digital services primarily through the individual benefits they receive and that they connect those values to specific characteristics and functionalities of digital services. Moreover, individual value extends to broader societal impacts related to advancing a more transparent and accountable government, stronger democracy, and a more equitable society. We contribute to the literature by describing main public values and their connections to digital services characteristics as perceived by the citizens.

利用信息技术改善公共服务是世界各国政府的基本使命。随着技术价值主张的扩展,了解数字化服务如何创造公共价值已成为一个复杂而突出的研究问题。现有文献通常从机构和管理角度讨论通过公共服务数字化创造公共价值的问题,但对公民对这种价值创造的看法却知之甚少。本文旨在通过以下研究问题填补这一空白:公民对通过数字化服务创造公共价值有何看法?为了回答这个问题,我们使用了在墨西哥四个城市通过 13 个焦点小组收集到的定性数据。我们的研究结果表明,公民倾向于主要通过他们获得的个人利益来感知数字服务的公共价值,而且他们将这些价值与数字服务的具体特征和功能联系起来。此外,个人价值还可延伸至更广泛的社会影响,包括促进政府更加透明、更加负责、民主更加强大以及社会更加公平。我们通过描述公民感知到的主要公共价值及其与数字服务特征之间的联系,为相关文献做出了贡献。
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引用次数: 0
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Government Information Quarterly
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