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Metadata quality matters in open government data (OGD) evaluation! An empirical investigation of OGD portals of the GCC constituents 开放政府数据(OGD)评估中的元数据质量问题!GCC成员的OGD门户的实证调查
IF 2.6 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-12-02 DOI: 10.1108/tg-09-2022-0118
A. P. Chokki, C. Alexopoulos, Stuti Saxena, Benoît Frénay, B. Vanderose, Mohsan Ali
PurposeThe study seeks to investigate the quality of metadata associated with the open government data (OGD) portals of the six Gulf Cooperation Council (GCC) constituents – Bahrain (BH), Kuwait (KW), Oman (OM), Qatar (QA), Kingdom of Saudi Arabia (KSA) and United Arab Emirates (UAE).Design/methodology/approachA quantitative framework, supported by extant literature, is adopted to assess the metadata quality of the six OGD portals of the GCC constituents.FindingsAmong the six GCC countries, QA has the most advanced OGD metadata quality followed by KSA, UAE, OM, BH and KW. Furthermore, the OGD metadata quality (MQ) of UAE and OM stand at the same pedestal whereas BH and KW OGD portals are lagging behind.Originality/valueWhile the OGD quality has been investigated in extant literature, the MQ of the OGD portals for the GCC countries has not been investigated so far – the present study seeks to plug this gap.
目的本研究旨在调查与海湾合作委员会(GCC)六个成员国——巴林(BH)、科威特(KW)、阿曼(OM)、卡塔尔(QA)、沙特阿拉伯王国(KSA)和阿拉伯联合酋长国(UAE)——的开放政府数据(OGD)门户网站相关的元数据的质量,用于评估GCC组成部分的六个OGD门户的元数据质量。发现在海湾合作委员会的六个国家中,QA拥有最先进的OGD元数据质量,其次是KSA、UAE、OM、BH和KW。此外,UAE和OM的OGD元数据质量(MQ)处于同一水平,而BH和KW的OGD门户则落后。原创性/价值虽然现有文献中对OGD质量进行了调查,但迄今为止尚未对海湾合作委员会国家的OGD门户网站的MQ进行调查——本研究旨在填补这一空白。
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引用次数: 2
Algorithmic modeling of public recommender systems: insights from selected cities 公共推荐系统的算法建模:来自选定城市的见解
IF 2.6 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-11-15 DOI: 10.1108/tg-02-2022-0025
S. Kamolov, Nikita Aleksandrov
PurposeIn the context of digital public governance of the 21st century, recommender systems serve as a digital tool to support decision-making and shift toward proactive public services delivery. This paper aims to synthesize an algorithm for public recommender systems deployment coherent with the digital transformation of public services in three Russian regions: the City of Moscow, Moscow region and Astrakhan region.Design/methodology/approachThe studied regions serve as an adequate representation of the country’s population coverage carrying, at the same time, diversity of public governance structures in qualitative and quantitative terms. Thus, the authors were able to retrieve both commonalities and particularities in locally applied policies to create an algorithm model for governance high-tech decision support systems (DSS) deployment in management terms. Therefore, the authors use structural and functional analysis to derive the matters for further induction into our algorithmic model.FindingsThe proposed algorithmic model is developed under the framework of automated verification of current public service delivery mechanisms. The practical application of recommendation systems as a special case of DSS is shown in the example of public service delivery. It is assumed that following the developed algorithm leads to the “digital maturity” of a particular sector of public governance.Originality/valueThe paper holds a novel look at public services digital transformation through the application of recommender systems, which is evidenced by the algorithmic model approbation on the theoretical level.
在21世纪数字公共治理的背景下,推荐系统作为支持决策和向主动公共服务提供转变的数字工具。本文旨在综合一种与俄罗斯三个地区(莫斯科市、莫斯科州和阿斯特拉罕地区)公共服务数字化转型相一致的公共推荐系统部署算法。设计/方法/方法所研究的区域充分代表了该国的人口覆盖范围,同时在质量和数量方面具有公共治理结构的多样性。因此,作者能够检索本地应用策略的共性和特殊性,以创建一个算法模型,用于在管理术语中治理高科技决策支持系统(DSS)部署。因此,作者使用结构和功能分析来推导出进一步归纳到我们的算法模型中的事项。研究结果提出的算法模型是在现有公共服务提供机制的自动验证框架下开发的。推荐系统作为决策支持系统的一个特例,其实际应用以公共服务提供为例。假设遵循开发的算法会导致公共治理特定部门的“数字成熟”。本文对推荐系统在公共服务数字化转型中的应用进行了新颖的研究,并在理论层面对算法模型进行了验证。
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引用次数: 1
Can digital transformation improve transparency and accountability of public governance in Nigeria? 数字化转型能否提高尼日利亚公共治理的透明度和问责制?
IF 2.6 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-11-09 DOI: 10.1108/tg-08-2022-0115
Temitayo Shenkoya
PurposeCorruption within the Nigerian Government – at all levels – is endemic and a major problem. While there is ample evidence to buttress this fact, its effects are having a negative impact on the ability of the government to meet its agreed UN sustainable development targets, as well as the credibility of the government (nationally and internationally), and its ability to deliver on quality governance. Hence, this study aims to identify the power of digital transformation in curbing corruption and improving governance for sustainable development.Design/methodology/approachA mixed method that encompasses the use of a systematic literature review and a bibliometric analysis was used to examine extant literatures – to derive lessons for the Nigerian Government and governments in other developing countries (most especially those in Sub-Saharan Africa).FindingsThe results obtained within this study show that digital transformation – brought by the fourth industrial revolution – is a verified solution to improving transparency and accountability in governance. However, the current technological infrastructure in Nigeria is too weak to support this innovation. Key infrastructures like high-speed internet, a harmonized data storage system, and communications among government organizations rarely exist.Originality/valueTo the best of the authors’ knowledge, the approach used in this research is unique as it is one of the earliest studies to provide a viable solution to the issue of corruption in public governance in Nigeria, while examining the effects of the digital transformation of governance globally.
目的尼日利亚政府内部的腐败——在各级——是一个地方病和主要问题。虽然有充分的证据支持这一事实,但其影响正在对政府实现其商定的联合国可持续发展目标的能力产生负面影响,也对政府的信誉(国内和国际)及其提供质量治理的能力产生负面影响。因此,本研究旨在确定数字转型在遏制腐败和改善可持续发展治理方面的力量。设计/方法/方法采用了一种混合方法,包括使用系统文献综述和文献计量学分析来检查现有文献-为尼日利亚政府和其他发展中国家政府(尤其是撒哈拉以南非洲国家)提供经验教训。本研究的结果表明,第四次工业革命带来的数字化转型是提高治理透明度和问责制的行之有效的解决方案。然而,尼日利亚目前的技术基础设施太薄弱,无法支持这一创新。高速互联网、统一的数据存储系统和政府机构之间的通信等关键基础设施很少存在。原创性/价值据作者所知,本研究中使用的方法是独一无二的,因为它是最早为尼日利亚公共治理中的腐败问题提供可行解决方案的研究之一,同时研究了全球治理数字化转型的影响。
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引用次数: 4
Residents’ trust in local government councils in an emerging nation: effect of political efficacy, good governance and performance 新兴国家居民对地方政府委员会的信任:政治效能、良好治理和绩效的影响
IF 2.6 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-11-08 DOI: 10.1108/tg-02-2022-0015
Farah Adilla Ab. Rahman, N. Mohd Suki, Mohd Idham Mohd Yusof, Radduan Yusof
PurposeThis study aims to explore residents’ trust in local government councils and to examine the effect of political efficacy and good governance on that trust and on the performance of local government councils in an emerging nation.Design/methodology/approachData were analysed using qualitative and quantitative research designs. Firstly, a thematic analysis was performed to explore residents’ trust in local government councils and compare it with the data gathered in the literature review. Thereafter, a partial least squares-structural equation modelling (PLS-SEM) approach was used to investigate the hypothesised linkages.FindingsThe thematic analysis of the face-to-face semi-structured interviews discovered four themes (trust, performance, political efficacy and good governance). Additional analysis of these themes via the PLS-SEM approach revealed good governance to be the most influential factor in promoting residents’ trust in local government councils. Political efficacy was the second most influential factor. Residents expect local government councils’ officers to demonstrate a strong commitment to the rule of law and comply with all relevant laws and regulations.Practical implicationsLocal government councils should openly accept residents’ requests and suggestions, be more flexible in policy delivery and be responsive to policy demands given the relatively small constituencies and greater policy latitudes. Multiple avenues should be available for interaction between residents and local government councils in the mission to achieve sustainable urban growth.Originality/valueThis study is unique in that it advances existing research that is lacking in the context of the Malaysian local government council. The result alerts are crucial in that they alert local government councils to the need for high levels of governance and accountability in terms of resident support to gain more trust and confidence.
本研究旨在探讨一个新兴国家居民对地方政府委员会的信任,并考察政治效能和良好治理对这种信任和地方政府委员会绩效的影响。设计/方法/方法使用定性和定量研究设计对数据进行分析。首先,通过专题分析探讨居民对地方政府委员会的信任程度,并与文献综述中收集的数据进行比较。随后,采用偏最小二乘-结构方程建模(PLS-SEM)方法来研究假设的联系。面对面半结构化访谈的主题分析发现了四个主题(信任、绩效、政治效能和良好治理)。通过PLS-SEM方法对这些主题进行的进一步分析表明,良好的治理是促进居民对地方政府委员会信任的最具影响力的因素。政治效能是第二大影响因素。居民期望地方政府委员会的官员表现出对法治的坚定承诺,遵守所有相关法律法规。实践启示地方政府议会应公开接受居民的要求和建议,在政策传递上更灵活,回应政策需求,因为选区相对较小,政策自由度较大。在实现可持续城市增长的使命中,居民和地方政府委员会之间应该有多种互动途径。原创性/价值本研究的独特之处在于它推进了马来西亚地方政府委员会背景下缺乏的现有研究。结果警报至关重要,因为它们提醒地方政府理事会需要在居民支持方面进行高水平的治理和问责,以获得更多的信任和信心。
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引用次数: 3
Determinants of continuance intention of using e-government services in Tanzania: the role of system interactivity as moderating factor 坦桑尼亚电子政务服务持续使用意愿的决定因素:系统互动性的调节作用
IF 2.6 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-10-19 DOI: 10.1108/tg-05-2022-0077
H. Mandari, D. Koloseni
PurposeThe purpose of this study is to investigate the continuance intention of using e-government services in Tanzania as well as moderating effects of system interactivity.Design/methodology/approachA research model based on expectancy confirmation model was developed and empirically tested using 213 data collected from e-government services users who were selected using the judgemental sampling technique. The variance-based structural equation modelling technique was used for data analysis using SmartPLS 3.0.FindingsThe results of this study suggest that system interactivity, computer self-efficacy, management support, confirmation, satisfaction and perceived usefulness have a positive and significant influence on continuance intention to use e-government services. Moreover, the findings of this study indicate that system interactivity moderates the influence of perceived usefulness and satisfaction on continuance intention.Originality/valueThis study extends the expectancy confirmation model with system interactivity, management support and computer self-efficacy which are considered as important factors in continuance usage of technology. Furthermore, this study examines the moderating effect of system interactivity on the effects of perceived usefulness and satisfaction on continuance intention.
目的本研究的目的是调查坦桑尼亚使用电子政务服务的持续意向以及系统互动的调节作用。设计/方法/方法基于预期确认模型的研究模型被开发出来,并使用213个从电子政务服务用户那里收集的数据进行了实证测试,这些用户是使用判断抽样技术选择的。基于方差的结构方程建模技术用于SmartPLS 3.0的数据分析。本研究结果表明,系统互动性、计算机自我效能感、管理支持、确认、满意度和感知有用性对电子政务服务的持续使用意愿有积极而显著的影响。此外,本研究的结果表明,系统互动调节了感知有用性和满意度对持续意向的影响。独创性/价值本研究将期望确认模型扩展到系统交互性、管理支持和计算机自我效能,这被认为是技术持续使用的重要因素。此外,本研究还考察了系统互动对感知有用性和满意度对持续意向影响的调节作用。
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引用次数: 0
The political participation of local citizen in the elections of local leaders in Vietnam 越南地方公民在地方领导人选举中的政治参与
IF 2.6 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-10-17 DOI: 10.1108/tg-01-2022-0008
T. Nguyễn, Thi Phuong Quynh Nguyen
PurposeThis study aims to identify the level of political participation of local citizen in 208 districts representing for 63 provinces and cities in Vietnam and consider the effects of candidate's attributes, local political contextual factors and other local citizen’s demographic characteristics on the elections of local leaders in Vietnam.Design/methodology/approachBy using Probit model and data about provincial governance and public administration performance index and self-survey about local leaders in the districts, this paper shows the different effects of candidates’ attributes, local political context and other local citizen’s characteristics on the first and second elections of local leaders in Vietnam.FindingsThe result indicates the probability of candidates being elected in the first term depends on their characteristics, local political context and local citizen. However, the reelection of local leaders for a second term depends much on their characteristics and local political context not on demographic characteristics of local citizen. The satisfaction rate of local citizen and being an incumbent for the first term are driving forces for the local citizen to elect their leader for the second term. Meanwhile, local political context such as local transparency, local official development assistance project and citizen satisfaction will increase the likelihood of local leaders being elected for the first and second terms.Research limitations/implicationsThe major limitation of this study is the data of the self-survey because it only provides basic but not complete characteristics of candidates and local contexts in some typical districts in 63 provinces and cities across the country.Practical implicationsThis paper includes policy implications for candidates who want to be elected for both terms and local governance in Vietnam. The government needs to focus on building human resources for local administration to meet the requirements of building a clean, strong, modern and anticorruption administrative system.Originality/valueThis paper extends the analysis on examining the characteristics of candidates and local citizen as well as local political context influencing the elections of local leaders, getting involved in the Vietnam context, still underresearched, especially with reference to political participation of local citizen.
目的本研究旨在确定代表越南63个省市的208个地区的当地公民的政治参与水平,并考虑候选人属性的影响,地方政治背景因素和其他地方公民的人口特征对越南地方领导人选举的影响。设计/方法/方法通过使用Probit模型和关于省级治理和公共行政绩效指数的数据以及对各地区地方领导人的自评,越南地方领导人第一次和第二次选举的地方政治背景和其他地方公民特征。结果表明,候选人在第一任期内当选的概率取决于他们的特征、地方政治背景以及当地公民。然而,地方领导人的连任在很大程度上取决于他们的特点和当地政治背景,而不是当地公民的人口特征。当地公民的满意度和第一任期的现任者是当地公民选举第二任期领导人的驱动力。与此同时,地方透明度、地方官方发展援助项目和公民满意度等地方政治背景将增加地方领导人当选第一届和第二届的可能性。研究局限性/含义本研究的主要局限性是自我调查的数据,因为它只提供了候选人的基本但不完整的特征以及全国63个省市的一些典型地区的当地情况。实际含义本文包括对希望同时当选越南任期和地方治理的候选人的政策含义。政府需要重点建设地方行政人力资源,以满足建设廉洁、强大、现代化和反腐败的行政体系的要求。原创性/价值本文扩展了对考察候选人和当地公民的特征以及影响地方领导人选举的地方政治背景的分析,涉及越南背景,尤其是对当地公民政治参与的研究仍然不足。
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引用次数: 0
Transforming e-participation: VR-dialogue – building and evaluating an AI-supported framework for next-gen VR-enabled e-participation research 转变电子参与:虚拟现实对话——为下一代虚拟现实电子参与研究构建和评估人工智能支持的框架
IF 2.6 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-10-13 DOI: 10.1108/tg-12-2021-0205
Lukasz Porwol, Agustin Garcia Pereira, Catherine L. Dumas
PurposeThe purpose of this study is to explore whether immersive virtual reality (VR) can complement e-participation and help alleviate some major obstacles that hinder effective communication and collaboration. Immersive virtual reality (VR) can complement e-participation and help alleviate some major obstacles hindering effective communication and collaboration. VR technologies boost discussion participants' sense of presence and immersion; however, studying emerging VR technologies for their applicability to e-participation is challenging because of the lack of affordable and accessible infrastructures. In this paper, the authors present a novel framework for analyzing serious social VR engagements in the context of e-participation.Design/methodology/approachThe authors propose a novel approach for artificial intelligence (AI)-supported, data-driven analysis of group engagements in immersive VR environments as an enabler for next-gen e-participation research. The authors propose a machine-learning-based VR interactions log analytics infrastructure to identify behavioral patterns. This paper includes features engineering to classify VR collaboration scenarios in four simulated e-participation engagements and a quantitative evaluation of the proposed approach performance.FindingsThe authors link theoretical dimensions of e-participation online interactions with specific user-behavioral patterns in VR engagements. The AI-powered immersive VR analytics infrastructure demonstrated good performance in automatically classifying behavioral scenarios in simulated e-participation engagements and the authors showed novel insights into the importance of specific features to perform this classification. The authors argue that our framework can be extended with more features and can cover additional patterns to enable future e-participation immersive VR research.Research limitations/implicationsThis research emphasizes technical means of supporting future e-participation research with a focus on immersive VR technologies as an enabler. This is the very first use-case for using this AI and data-driven infrastructure for real-time analytics in e-participation, and the authors plan to conduct more comprehensive studies using the same infrastructure.Practical implicationsThe authors’ platform is ready to be used by researchers around the world. The authors have already received interest from researchers in the USA (Harvard University) and Israel and run collaborative online sessions.Social implicationsThe authors enable easy cloud access and simultaneous research session hosting 24/7 anywhere in the world at a very limited cost to e-participation researchers.Originality/valueTo the best of the authors’ knowledge, this is the very first attempt at building a dedicated AI-driven VR analytics infrastructure to study online e-participation engagements.
目的本研究的目的是探索沉浸式虚拟现实(VR)是否可以补充电子参与,并帮助缓解阻碍有效沟通和协作的一些主要障碍。沉浸式虚拟现实(VR)可以补充电子参与,并有助于缓解阻碍有效沟通和协作的一些主要障碍。VR技术增强了讨论参与者的存在感和沉浸感;然而,由于缺乏负担得起和可访问的基础设施,研究新兴的虚拟现实技术是否适用于电子参与具有挑战性。在本文中,作者提出了一个新的框架,用于在电子参与的背景下分析严重的社交虚拟现实参与。设计/方法/方法作者提出了人工智能(AI)支持的、数据驱动的沉浸式虚拟现实环境中群体参与分析的新方法,作为下一代电子参与研究的推动者。作者提出了一种基于机器学习的VR交互日志分析基础设施来识别行为模式。本文包括在四个模拟的电子参与活动中对虚拟现实协作场景进行分类的特征工程,以及对所提出的方法性能的定量评估。发现作者将电子参与在线互动的理论维度与虚拟现实参与中的特定用户行为模式联系起来。人工智能驱动的沉浸式VR分析基础设施在模拟电子参与活动中自动分类行为场景方面表现出了良好的性能,作者对执行这种分类的特定功能的重要性表现出了新的见解。作者认为,我们的框架可以扩展到更多的功能,并可以涵盖更多的模式,以实现未来的电子参与沉浸式VR研究。研究局限性/含义本研究强调支持未来电子参与研究的技术手段,重点是将沉浸式VR技术作为一种推动者。这是在电子参与中使用这种人工智能和数据驱动基础设施进行实时分析的第一个用例,作者计划使用相同的基础设施进行更全面的研究。实际含义作者的平台已准备好供世界各地的研究人员使用。作者已经收到了美国(哈佛大学)和以色列研究人员的兴趣,并举办了在线合作会议。社会含义作者能够轻松访问云,并在世界任何地方全天候同时主持研究会议,而电子参与研究人员的成本非常有限。原创性/价值据作者所知,这是首次尝试构建专门的人工智能驱动的VR分析基础设施,以研究在线电子参与。
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引用次数: 0
Government regulation and organizational effectiveness in the health-care supply chain 医疗保健供应链中的政府监管和组织效率
IF 2.6 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-10-11 DOI: 10.1108/tg-06-2022-0090
M. Hussain, S. Ahmad, Anna Visvizi
PurposeIn the context of the debate on ensuring health-care efficiency, this study aims to identify and prioritize factors and subfactors that influence organizational effectiveness (OE) in the health-care supply chain.Design/methodology/approachFor the purpose of this qualitative study, triangulation was applied to identify, explore and systematically analyze the OE-related practices used by diverse stakeholders along the health-care supply chain. Sixty-two OE practices were thus identified. Subsequently, these were grouped in six different nodes before the analytical hierarchical process (AHP) was used to identify the weightings of specific practices (and related factors) and their impact on OE.FindingsThe findings suggest that external factors associated with government regulation, including government directives and branding, are the most critical factors that influence OE-related practices, while cost-related factors are the least important.Originality/valueThe originality of this study derives from the introduction of system theory supported by a modified supplier-input-process-output-customer (SIPOC) framework. Two important factors – government regulation and branding – have been introduced to the existing SIPOC chart as a valuable process structure for the health-care chain.
在关于确保医疗保健效率的争论的背景下,本研究旨在识别和优先考虑影响医疗保健供应链中组织有效性(OE)的因素和子因素。设计/方法/方法本定性研究采用三角测量法来识别、探索和系统分析医疗保健供应链中不同利益相关者使用的与电子商务相关的做法。因此确定了62种OE做法。随后,在使用层次分析法(AHP)确定特定实践(及相关因素)的权重及其对OE的影响之前,将这些节点分组到六个不同的节点中。研究结果表明,与政府监管相关的外部因素,包括政府指令和品牌,是影响电子商务相关实践的最关键因素,而与成本相关的因素是最不重要的。独创性/价值本研究的独创性源于系统理论的引入,该理论由改进的供应商-投入-过程-产出-客户(SIPOC)框架支持。两个重要因素——政府监管和品牌——已被引入现有的SIPOC图表,作为医疗保健链的宝贵流程结构。
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引用次数: 0
Decentralized identity (DID): new technology adoption and diffusion in South Korea 去中心化身份(DID):新技术在韩国的采用和传播
IF 2.6 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-09-29 DOI: 10.1108/tg-11-2021-0189
HeeJung Rim
PurposeThis study aims to study the role of co-production among heterogenous actors to achieve a digital transformation for public service delivery. The importance of building legitimacy and public value creation during the journey of adopting new technology is mainly discussed through analyzing the case of blockchain-based decentralized identity (DID) in South Korea (Korea).Design/methodology/approachUsing a qualitative method, the conceptual framework for this study draws on public value theory that highlights co-production approaches on adoption and diffusion of new information system.FindingsThe results of this study provide empirical support for the claim that co-constructive and cross-sector partnership is critical to the adoption of blockchain-based DID and to maximize the value-in-use and increase citizens’ participation.Originality/valueThis study suggests a new perspective, which contributes to the information system literature and the phenomenological analysis by investigating co-constructive partnership among cross-sector organizations through the legitimacy-building process, which has not been much empirically researched.
本研究旨在研究异质行为者之间的合作生产在实现公共服务提供数字化转型中的作用。在采用新技术的过程中,建立合法性和公共价值创造的重要性主要通过分析韩国(Korea)基于区块链的去中心化身份(DID)的案例来讨论。设计/方法/方法采用定性方法,本研究的概念框架借鉴了公共价值理论,该理论强调了采用和传播新信息系统的合作生产方法。本研究的结果为以下观点提供了实证支持:共建和跨部门伙伴关系对于采用基于区块链的DID至关重要,对于最大化使用价值和增加公民参与至关重要。原创性/价值本研究通过实证研究较少的跨部门组织在合法性建构过程中的合作伙伴关系,为信息系统文献和现象学分析提供了新的视角。
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引用次数: 1
AI and public contests: a model to improve the evaluation and selection of public contest candidates in the Police Force 人工智能与公开竞赛:改进警察部队公开竞赛候选人评估和选拔的模型
IF 2.6 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-09-23 DOI: 10.1108/tg-05-2022-0078
Mariana Bailao Goncalves, M. Anastasiadou, Vítor Santos
PurposeThe number of candidates applying to public contests (PC) is increasing compared to the number of human resources employees required for selecting them for the Police Force (PF). This work intends to perceive how those public institutions can evaluate and select their candidates efficiently during the different phases of the recruitment process. To achieve this purpose, artificial intelligence (AI) was studied. This paper aims to focus on analysing the AI technologies most used and appropriate to the PF as a complementary recruitment strategy of the National Criminal Investigation police agency of Portugal – Polícia Judiciária.Design/methodology/approachUsing design science research as a methodological approach, the authors suggest a theoretical framework in pair with the segmentation of the candidates and comprehend the most important facts facing public institutions regarding the usage of AI technologies to make decisions about evaluating and selecting candidates. Following the preferred reporting items for systematic reviews and meta-analyses methodology guidelines, a systematic literature review and meta-analyses method was adopted to identify how the usage and exploitation of transparent AI positively impact the recruitment process of a public institution, resulting in an analysis of 34 papers between 2017 and 2021.FindingsResults suggest that the conceptual pairing of evaluation and selection problems of candidates who apply to PC with applicable AI technology such as K-means, hierarchical clustering, artificial neural network and convolutional neural network algorithms can support the recruitment process and could help reduce the workload in the entire process while maintaining the standard of responsibility. The combination of AI and human decision-making is a fair, objective and unbiased process emphasising a decision-making process free of nepotism and favouritism when carefully developed. Innovative and modern as a category, group the statements that emphasise the innovative and contemporary nature of the process.Research limitations/implicationsThere are two main limitations in this study that should be considered. Firstly, the difficulty regarding the timetable, privacy and legal issues associated with public institutions. Secondly, a small group of experts served as the validation group for the new framework. Individual semi-structured interviews were conducted to alleviate this constraint. They provide additional insights into an interviewee’s opinions and beliefs.Social implicationsEnsure that the system is fair, transparent and facilitates their application process.Originality/valueThe main contribution is the AI-based theoretical framework, applicable within the analysis of literature papers, focusing on the problem of how the institutions can gain insights about their candidates while profiling them, how to obtain more accurate information from the interview phase and how to reach a more rigorous as
目的与为警察部队选拔候选人所需的人力资源员工人数相比,申请参加公共竞赛的候选人人数正在增加。这项工作旨在了解这些公共机构如何在招聘过程的不同阶段有效地评估和选择候选人。为了达到这个目的,研究了人工智能。本文旨在重点分析最常用和最适合PF的人工智能技术,作为葡萄牙国家刑事调查警察局Polícia Judiciária.Design/methodology/approach的补充招聘策略。将设计科学研究作为一种方法论方法,作者提出了一个与候选人细分相结合的理论框架,并理解了公共机构在使用人工智能技术做出候选人评估和选择决策方面面临的最重要事实。根据系统审查和荟萃分析方法指南的首选报告项目,采用了系统的文献审查和元分析方法,以确定透明人工智能的使用和利用如何对公共机构的招聘过程产生积极影响,对2017年至2021年间的34篇论文进行了分析。结果表明,应用K-means、层次聚类等人工智能技术对申请PC的候选人的评估和选择问题进行了概念配对,人工神经网络和卷积神经网络算法可以支持招聘过程,有助于在保持职责标准的同时减少整个过程的工作量。人工智能和人类决策的结合是一个公平、客观和公正的过程,强调在精心制定的决策过程中没有裙带关系和偏袒。创新和现代作为一个类别,将强调过程创新和现代性质的陈述分组。研究局限性/含义本研究应考虑两个主要局限性。首先,与公共机构有关的时间表、隐私和法律问题的困难。第二,一小组专家作为新框架的验证小组。为了缓解这种限制,进行了个别的半结构化访谈。它们为受访者的观点和信念提供了额外的见解。社会影响确保系统公平、透明,并促进他们的申请过程。原创性/价值主要贡献是基于人工智能的理论框架,适用于文献论文的分析,重点是研究机构如何在对候选人进行分析的同时获得对候选人的见解,如何从面试阶段获得更准确的信息,以及如何对他们的情商进行更严格的评估,从而更好地协调道德价值观。这项工作旨在改善PF机构招聘人员的决策过程,在招聘合适的职位空缺候选人时,将其转变为一个更加自动化和基于证据的决策。
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引用次数: 1
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Transforming Government- People Process and Policy
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