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Roles of Artificial Intelligence (AI) on COVID-19 Pandemic Crisis Management Policies 人工智能(AI)在COVID-19大流行危机管理政策中的作用
Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2021-04-01 DOI: 10.4018/ijpada.294122
Murat Onder, M. Uzun
The new type of coronaviruses (COVID-19) crisis has had a devastating impact across the world. Public administration discipline addresses emergency crisis management in various ways and dimensions. This article seeks answers to the question “How AI can contribute to crisis management policies to fight against COVID-19 and its impacts?” To this, the techniques and methods of AI in fighting against the COVID-19 virus will be explained in various dimensions. AI can make significant contributions in the preparation, mitigation-prevention, response, and recovery policies in the COVID-19 pandemic crisis. If adopted, AI can be used to find better treatment routes and drug development. Equally, policymakers can benefit from AI as decision support to reach high-quality decisions through fast and accurate data. The paper concludes that governments should create and implement effective AI-based crisis management strategies to fight against the epidemic locally, regionally, nationally, and internationally with a multi-level governance perspective.
新型冠状病毒(COVID-19)危机在全球范围内造成了毁灭性影响。公共行政学科以各种方式和维度处理紧急危机管理。本文旨在回答“人工智能如何为应对COVID-19及其影响的危机管理政策做出贡献?”为此,将从多个维度解释人工智能在抗击新冠病毒中的技术和方法。人工智能可以在COVID-19大流行危机的准备、缓解-预防、应对和恢复政策方面做出重大贡献。如果被采用,人工智能可以用来寻找更好的治疗路线和药物开发。同样,决策者可以从人工智能作为决策支持中受益,通过快速准确的数据做出高质量的决策。本文的结论是,各国政府应制定和实施有效的基于人工智能的危机管理战略,以多层次的治理视角,在地方、区域、国家和国际层面抗击疫情。
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引用次数: 1
The Municipality’s Role in a Smart Internet of Things Ecosystem 市政府在智能物联网生态系统中的作用
Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2021-01-01 DOI: 10.4018/ijpada.20210101oa05
This article explores how municipalities plan and utilize Internet of Things (IoT) for smart city development, as well as how they collaborate with actors in the IoT-ecosystem. To do so, in-depth interviews and secondary information are collected from municipalities in Norway. Overall, the empirical findings confirm that IoT has the potential to make municipalities smarter by improving public services, efficiency of internal management and service delivery. The findings form this study is novel and can help executives to gain practical insight into the theory-heavy subject of smart city development in small and medium sized municipalities
本文探讨了市政当局如何规划和利用物联网(IoT)促进智能城市发展,以及他们如何与物联网生态系统中的参与者合作。为此,从挪威各城市收集了深入访谈和次要信息。总体而言,实证研究结果证实,物联网有潜力通过改善公共服务、内部管理效率和服务提供,使市政当局变得更智能。这项研究的发现是新颖的,可以帮助高管们深入了解中小城市智慧城市发展的重要理论课题
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引用次数: 0
Machine Learning for Economic Modeling 经济建模中的机器学习
Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2021-01-01 DOI: 10.4018/ijpada.294120
Accurate estimate of public expenditures is needed for budgetary planning and government decision making. Recent advances in machine learning offers the opportunity for modeling such problems. The paper introduces a novel modeling approach using a machine learning tool to forecast public expenditures and compare and contrast the effectiveness of this approach to traditional modeling alternatives. This research uses historical quarterly data from 1960-2016 to model public expenditures. Various accuracy measures (MAD, MAPE, and RSME) show that the machine learning model is the best alternative formulation and offers 97% forecasting accuracy. This model allows government decision makers to assess alternative policies with specific budgetary impacts. Furthermore, the study also shows that population aging is an important predictor of public expenditures; suggesting that demographic monitoring is indispensable for efficient fiscal planning and management in South Africa.
预算规划和政府决策需要对公共支出进行准确估计。机器学习的最新进展为这类问题的建模提供了机会。本文介绍了一种新的建模方法,使用机器学习工具来预测公共支出,并将这种方法与传统建模方法的有效性进行比较和对比。这项研究使用1960-2016年的历史季度数据来模拟公共支出。各种精度测量(MAD, MAPE和RSME)表明,机器学习模型是最佳的替代配方,并提供97%的预测精度。该模型允许政府决策者评估具有具体预算影响的备选政策。此外,研究还表明,人口老龄化是公共支出的重要预测因子;这表明人口监测对于南非有效的财政规划和管理是必不可少的。
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引用次数: 0
How Blockchain Technology Changes Government 区块链技术如何改变政府
Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2021-01-01 DOI: 10.4018/ijpada.20210101.oa10
C. Alexopoulos, Y. Charalabidis, M. Loutsaris, Zoi Lachana
It is widely argued that Blockchain Technology (BCT) is one of the most promising trends nowadays. The most prominent characteristic of this technology is the improved sense of trust to the shared information provided by BCT applications as well as the ubiquitous access to the data ledger. At the same time governments pursue amplified trust from their citizens increasing transparency through shared information and open data. Since BCT supports this strategic goal of governments worldwide, numerous governments try to capitalize on the advances of this technology through testing the results of pilot applications in different vertical governmental sectors. Even though there are several implementations in the Government sector, there is no comprehensive study towards the analysis of the major characteristics of these developments. This paper moves towards the fulfillment of this gap by conducting a thorough analysis of e-Government pilot applications of BCT at a European level providing information to policymakers and practitioners about the grey areas of this technology.
人们普遍认为区块链技术(BCT)是当今最有前途的发展趋势之一。该技术最突出的特点是提高了对BCT应用程序提供的共享信息的信任感,以及对数据分类账的无处不在的访问。与此同时,政府通过共享信息和开放数据来扩大公民的信任,提高透明度。由于BCT支持世界各国政府的这一战略目标,许多政府试图通过在不同的垂直政府部门测试试点应用的结果来利用这项技术的进步。尽管在政府部门有几项实施,但没有对分析这些发展的主要特点进行全面的研究。本文通过对欧洲一级的BCT电子政务试点应用进行全面分析,向政策制定者和实践者提供有关该技术灰色地带的信息,从而弥补了这一差距。
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引用次数: 2
Implementing Social Media 运用社交媒体
Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2021-01-01 DOI: 10.4018/ijpada.20210101.oa8
Wanzhu Shi, Pamela S. Medina
Social media is an important avenue for information dissemination and public communication in emergency management. Through social media content analysis and in-depth interviews, this study explores how county level emergency management agencies use their Facebook pages to communicate with the public, using Hurricane Matthew as a case study. The findings reveal some areas of congruence between literature and practitioner experience. The results suggest that public agencies integrate flexible social media strategies, which emphasize one-way communication when the public expects larger volumes of information and directions, and two-way communication when the public might have individualized needs. Furthermore, the findings show that visual content (e.g. pictures) are more likely to garner higher levels of public engagement on Facebook. Last, the study provides several practical suggestions for content creation and interaction on social media for emergency purposes.
社交媒体是应急管理中信息传播和公众沟通的重要途径。通过社交媒体内容分析和深度访谈,本研究以飓风马修为例,探讨了县级应急管理机构如何利用其Facebook页面与公众沟通。研究结果揭示了文献和从业者经验之间的一些一致性。研究结果表明,公共机构整合了灵活的社交媒体策略,当公众期望更多的信息和方向时,强调单向沟通,当公众可能有个性化需求时,强调双向沟通。此外,研究结果表明,视觉内容(如图片)更有可能在脸书上获得更高水平的公众参与。最后,本研究为紧急情况下社交媒体上的内容创作和互动提供了一些实用建议。
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引用次数: 1
E-Government and Digital Inequality 电子政务与数字不平等
Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2021-01-01 DOI: 10.4018/ijpada.290307
S. De Marco
The second level digital divide is generated by a combination of two factors. Firstly, the adoption of advantageous internet uses is strongly related to internet users’ material and educational resources. The higher the level of these resources, the higher the probability that advantageous internet uses will be adopted. Secondly, internet users’ offline resources have an influence on their digital skills. On the other hand, and according to the third level digital divide, advantageous internet use in not beneficial per se. In order to obtain tangible benefits from it, an adequate level of digital skills is required. In this paper, the Spanish case is used to study second and third level digital divides in relation to e-government. Results show the importance of educational and online resources, as well as higher levels of digital skills, in enhancing the probability of being able to use the internet to interact with the public administration and with government agencies. These results raise important questions in terms of digital citizenship and the democratic divide
第二级数字鸿沟是由两个因素的组合产生的。首先,采用有利的互联网用途与互联网用户的物质和教育资源密切相关。这些资源的水平越高,有利的互联网用途被采用的概率就越高。其次,互联网用户的线下资源对他们的数字技能有影响。另一方面,根据第三级数字鸿沟,有利的互联网使用本身并不有益。为了从中获得切实的利益,需要足够的数字技能。本文以西班牙的案例研究了与电子政务相关的二级和三级数字鸿沟。研究结果表明,教育和在线资源以及更高水平的数字技能在提高利用互联网与公共行政部门和政府机构互动的可能性方面具有重要意义。这些结果在数字公民身份和民主鸿沟方面提出了重要问题
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引用次数: 0
Performance Information Artifacts 性能信息工件
Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2021-01-01 DOI: 10.4018/IJPADA.20210101.OA6
L. Luna-Reyes, Natalie Helbig, Xiaoyi Yerden
The field of performance management is premised on the centrality of measurement and performance information use in everyday decision making and practice. Information is managed through the use of information systems, but research shows that implementing these technological systems is not enough. This research responds to recent calls for a better understanding of performance information use and the role of dialogue among stakeholders in promoting learning and system change. Through case analysis and qualitative modeling, it proposes the concept of performance information artifacts, and the need for effective boundary spanners to promote effective learning and knowledge sharing in performance dialogue.
绩效管理领域的前提是衡量和绩效信息在日常决策和实践中的中心地位。信息是通过使用信息系统来管理的,但研究表明,仅仅实施这些技术系统是不够的。这项研究回应了最近的呼吁,即更好地了解绩效信息的使用以及利益相关者之间的对话在促进学习和系统变革中的作用。通过案例分析和定性建模,提出了绩效信息工件的概念,以及需要有效的边界扳手来促进绩效对话中的有效学习和知识共享。
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引用次数: 0
Smart Technologies, Digital Competencies, and Workforce Development 智能技术、数字能力和劳动力发展
Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2021-01-01 DOI: 10.4018/ijpada.294121
Sandra Toze, J. Roy, Markus Sharaput, Lisette Wilson
A mixed methods case study of the Government of Canada provides a lens through which the skills development and training and development challenges confronting the public sector in an era of digitization and smart technologies can be examined. Findings related to four key inter-related themes emerged from the analysis of survey and interview data: i) current skills sufficiencies will be challenged by coming demands; ii) digital transformation is recognized as critical, but requires significant cultural and organizational change; iii) employees are uncertain about the use of smart technologies; and iv) there is a demand for expanded training opportunities to address these challenges. These findings reflect the broader context, in particular the increasing importance of hybrid skill sets that transcend traditional boundaries between technical and non-technical functions and skills, and the need for more open and integrative venues for discussion of and training regarding digital initiatives.
加拿大政府的一项混合方法案例研究提供了一个视角,通过该视角可以审视数字化和智能技术时代公共部门面临的技能发展、培训和发展挑战。对调查和访谈数据的分析得出了与四个关键的相互关联的主题有关的结果:一现有技能的足够性将受到即将到来的需求的挑战;ii)数字化转型被认为是至关重要的,但需要重大的文化和组织变革;iii)员工对智能技术的使用不确定;以及iv)需要扩大培训机会来应对这些挑战。这些发现反映了更广泛的背景,特别是超越技术和非技术功能和技能之间传统界限的混合技能集的重要性日益增加,以及需要更开放和综合的场所来讨论和培训数字举措。
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引用次数: 1
The public sector cloud service procurement in Sweden 瑞典公共部门云服务采购
Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2021-01-01 DOI: 10.4018/ijpada.302906
M. Islam
This paper investigates the use of cloud services in the public sector and management of information security challenges in the procurement of such services. The findings are based on an exploratory approach that included a systematic literature review and a survey among the public agencies and municipalities in Sweden. The literature review is used to derive a conceptual framework that structures our empirical results into the three groups: a) contractual and legal, b) operational and c) managerial competency. The survey explored all these three groups. Our findings show that the information security challenges are mostly related to the potential breaching of national security and laws applicable to cross-border cloud services. Most of the cloud contracts of public organizations are found to be supplier driven. In this case, lack of knowledge and awareness in managing procurement are mostly raised compared to technical risks.
本文调查了云服务在公共部门的使用以及在采购此类服务时对信息安全挑战的管理。研究结果基于一种探索性方法,包括系统的文献综述和对瑞典公共机构和市政当局的调查。文献综述用于推导一个概念框架,将我们的实证结果分为三组:a)合同和法律,b)运营和c)管理能力。调查调查了这三组人。我们的调查结果表明,信息安全挑战主要与可能违反国家安全和适用于跨境云服务的法律有关。大多数公共组织的云合同都是由供应商驱动的。在这种情况下,与技术风险相比,在管理采购方面缺乏知识和意识的情况大多会出现。
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引用次数: 0
Predicting Customers Use of Electronic Government Services in Nigeria 预测尼日利亚客户对电子政府服务的使用情况
Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2021-01-01 DOI: 10.4018/IJPADA.20210101.OA4
K. Ogunsola, M. A. Tiamiyu
This study examined how customers’ use of electronic government services in Nigeria were being predicted by supply- and demand-side variables such as; ICT deployment, customer readiness, perceived quality of e-government services, perceived satisfaction with e-government services, web readiness, and web presence quality. The results showed that for business organizations, only web presence quality of government websites, perceived satisfaction with the use of e-government services, and perceived quality of e-government services had predictive relationships with the use of e-government services. For the citizens, all the independent variables significantly predicted the use of e-government services, although ICT deployment predicted negatively citizens’ use of e-government services. The study recommends among others that government agencies should deploy e-government services and channels that will improve the satisfaction to customers rather than providing only sophisticated services.
这项研究调查了尼日利亚客户对电子政府服务的使用是如何通过供需侧变量来预测的,例如;ICT部署、客户准备程度、电子政务服务感知质量、电子政务服务感知满意度、网络准备程度和网络存在质量。结果表明,对于商业机构而言,只有政府网站的网站存在质量、电子政务服务使用的感知满意度和电子政务服务的感知质量与电子政务服务的使用具有预测关系。对于公民而言,所有自变量均显著预测电子政务服务的使用,尽管ICT部署对公民使用电子政务服务的预测为负。该研究建议政府机构应部署电子政务服务和渠道,以提高客户的满意度,而不仅仅是提供复杂的服务。
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引用次数: 0
期刊
International Journal of Public Administration in the Digital Age
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