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No Thanks, Dear AI! Understanding the Effects of Disclosure and Deployment of Artificial Intelligence in Public Sector Recruitment 不,谢谢,亲爱的AI!了解人工智能在公共部门招聘中的披露和部署的影响
1区 管理学 Q1 POLITICAL SCIENCE Pub Date : 2023-05-20 DOI: 10.1093/jopart/muad009
Florian Keppeler
Abstract Applications based on artificial intelligence (AI) play an increasing role in the public sector and invoke political discussions. Research gaps exist regarding the disclosure effects—reactions to disclosure of the use of AI applications—and the deployment effect—efficiency gains in data savvy tasks. This study analyzes disclosure effects and explores the deployment of an AI application in a preregistered field experiment (n = 2,000) co-designed with a public organization in the context of employer-driven recruitment. The linear regression results show that disclosing the use of the AI application leads to significantly less interest in an offer among job candidates. The explorative analysis of the deployment of the AI application indicates that the person–job fit determined by the leaders can be predicted by the AI application. Based on the literature on algorithm aversion and digital discretion, this study provides a theoretical and empirical disentanglement of the disclosure effect and the deployment effect to inform future evaluations of AI applications in the public sector. It contributes to the understanding of how AI applications can shape public policy and management decisions, and discusses the potential benefits and downsides of disclosing and deploying AI applications in the public sector and in employer-driven recruitment.
基于人工智能(AI)的应用在公共部门发挥着越来越大的作用,并引发了政治讨论。关于披露效果(对使用人工智能应用程序的披露的反应)和部署效果(在精通数据的任务中提高效率)的研究存在差距。本研究分析了披露效应,并探讨了人工智能应用程序在雇主驱动招聘背景下与公共组织共同设计的预注册现场实验(n = 2000)中的部署。线性回归结果显示,披露使用人工智能应用程序会导致求职者对工作机会的兴趣显著降低。对人工智能应用部署的探索性分析表明,人工智能应用可以预测领导者确定的人-职契合度。基于算法厌恶和数字自由裁量权的文献,本研究提供了披露效应和部署效应的理论和实证解耦,为未来评估人工智能在公共部门的应用提供信息。它有助于理解人工智能应用如何影响公共政策和管理决策,并讨论在公共部门和雇主驱动的招聘中披露和部署人工智能应用的潜在好处和缺点。
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引用次数: 0
Correction to: The Enduring Role of Sector: Citizen Preferences in Mixed Markets 更正:部门的持久作用:混合市场中的公民偏好
IF 4.2 1区 管理学 Q1 POLITICAL SCIENCE Pub Date : 2023-05-19 DOI: 10.1093/jopart/muad007
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引用次数: 0
Reviewer Acknowledgements for Public Administration Research, Vol. 12, No. 1 《公共管理研究》第12卷第1期
1区 管理学 Q1 POLITICAL SCIENCE Pub Date : 2023-04-28 DOI: 10.5539/par.v12n1p78
Gabriel Tai
Reviewer acknowledgements for Public Administration Research, Vol. 12, No. 1, 2023.
《公共管理研究》第12卷第1期,2023年。
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引用次数: 0
The performance and development of deliberative routines: a practice-based ethnographic study 审议程序的表现和发展:一项基于实践的民族志研究
IF 4.2 1区 管理学 Q1 POLITICAL SCIENCE Pub Date : 2023-04-20 DOI: 10.1093/jopart/muad006
E. Lianne Visser, Merlijn van Hulst
Deliberation is ubiquitous in street-level work. Scholars and practitioners increasingly promote it, as it has the potential to improve existing practices and procedures and provide customized, yet consistent, services. Little is known, however, about the situated performance of deliberation in street-level work. Drawing on Routine Dynamics Theory and based on an ethnographic study of street-level decision-making in child and family services in the Netherlands (including document analysis, ~300 hours of observations and interviews in two teams in one organization), we uncover the performance of deliberative routines and their development over time. Demonstrating how contextual factors and the prioritization of particular ends play a role in these routines, we contribute to a better understanding of the dynamic and reflective performance of street-level deliberation. In addition, providing a more nuanced view of routines and elaborating on some possibilities for enabling management thereof, we contribute to a better understanding of the complex and iterative organization of street-level work.
在街头工作中,深思熟虑无处不在。学者和实践者越来越多地推广它,因为它有潜力改进现有的实践和程序,并提供定制的、一致的服务。然而,人们对基层工作中审议的具体情况却知之甚少。根据常规动力学理论,并基于荷兰儿童和家庭服务中街头决策的民族志研究(包括文件分析,在一个组织的两个团队中进行约300小时的观察和访谈),我们揭示了审议常规的表现及其随时间的发展。我们展示了背景因素和特定目的的优先级如何在这些例程中发挥作用,有助于更好地理解街头审议的动态和反思表现。此外,我们对日常工作提供了更细致入微的看法,并详细阐述了使其能够管理的一些可能性,有助于更好地理解街头工作的复杂和迭代组织。
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引用次数: 1
The Impact of Leader Member Exchange (LMX) Theory on Employee Turnover Intention: An empirical study of employees at the Ministry of Hajj and Umrah in Saudi Arabia 领导成员交换(LMX)理论对员工离职意愿的影响——基于沙特阿拉伯朝觐部员工的实证研究
IF 4.2 1区 管理学 Q1 POLITICAL SCIENCE Pub Date : 2023-04-12 DOI: 10.5539/par.v12n1p60
Mohammad A. Algarni, Yahya Kasib
The purpose of this research paper is to investigate the impact of LMX on the turnover intention of employees. Research from both Western and Arabic contexts has shown that the quality of LMX relationships has a positive impact on turnover intentions i.e., the quality of LMX in an organization may encourage employees to stay longer with the current organization and reduce turnover intention. This research study used a quantitative methodology, distributing questionnaire surveys as the research tool to a sample of 297 participants. The participants were all employees at the Ministry of Hajj and Umrah in Saudi Arabia, or who worked for associated companies at the Hajj and Umrah information center. The quantitative survey data was then analyzed to find the relationship between levels of LMX and employee turnover intention in this context. The findings show that high quality LMX relationships were positively correlated with employee decisions to stay with the organization, and indicate that well-functioning LMX may play a part in reducing employee turnover intention at the Ministry of Hajj and Umrah and its connected organizations.
本研究的目的是探讨LMX对员工离职意向的影响。来自西方和阿拉伯语境的研究都表明,LMX关系的质量对离职倾向有积极的影响,即组织中LMX关系的质量可以鼓励员工在当前组织中停留更长时间,降低离职倾向。本研究采用定量方法,对297名参与者进行问卷调查作为研究工具。这些人都是沙特阿拉伯朝觐和朝圣部的职员,或者在朝觐和朝圣信息中心的关联公司工作。然后对定量调查数据进行分析,找出在此背景下LMX水平与员工离职意愿之间的关系。研究结果表明,高质量的LMX关系与员工留在组织的决策正相关,并表明良好的LMX关系可能在降低朝觐和朝觐部及其关联组织的员工离职意愿方面发挥作用。
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引用次数: 0
Gu Ailing Eileen a Comparative Study on Media Reporting Agenda and Microblog Agenda – Take the Original Report of Xinhua News Agency and the Hot Search Terms on Weibo, for Example 顾爱玲媒体报道议程与微博议程的比较研究——以新华社原创报道与微博热搜词为例
IF 4.2 1区 管理学 Q1 POLITICAL SCIENCE Pub Date : 2023-04-10 DOI: 10.5539/par.v12n1p53
Yunning Wang, Hanyue Sha
During the 2022 Beijing Winter Olympic Games, the Olympic champion Gu Ailing Eileen became popular and gained a lot of attention in the Chinese and foreign media. With the rise of popularity and influenced by online public opinion, Gu Ailing Eileen's nationality and excellent academic performance have triggered scrambling media reports, which has become a typical case of the dilemma of public crisis communication and public discussion in China. Based on the agenda theory, the paper makes a comparative study on the relevant entries and news content based on Gu Ailing in Sina Weibo and Xinhua News Agency, and tries to explore the differences in the relationship between them from the perspective of the agenda.
在2022年北京冬奥会期间,奥运冠军顾爱玲受到了中外媒体的广泛关注。随着人气的上升和网络舆论的影响,顾爱玲的国籍和优异的学习成绩引发了媒体争相报道,成为中国公共危机传播和公共讨论困境的典型案例。本文以议程理论为基础,对新浪微博和新华社以顾爱玲为主题的相关条目和新闻内容进行比较研究,试图从议程的角度探讨二者关系的差异。
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引用次数: 0
Democratic Stakeholder Representativeness 民主利益相关者代表性
IF 4.2 1区 管理学 Q1 POLITICAL SCIENCE Pub Date : 2023-04-07 DOI: 10.1093/jopart/muad005
Sarah Margaretha Jastram, Zara Berberyan
Stakeholder theory has been advocating the inclusion of affected parties in organizational processes to increase the legitimacy and effectiveness of organizational governance. However, organizations can fail to achieve these objectives if there is no systematic link between stakeholders and their constituency. Based on democratic notions of representation, we argue that democratic stakeholder representativeness is an essential virtue of stakeholder governance processes. We conceptually derive authorization and accountability as normative elements of stakeholder representativeness and operationalize the construct by proposing empirical indicators of stakeholder representativeness as well as procedural guidance on their adoption in a practical governance context. By doing so, we contribute to the advancement of practical stakeholder governance as well as to the public management and organizational theory literature by specifying and operationalizing a construct that had previously been only vaguely defined.
利益相关者理论一直主张将受影响的各方纳入组织过程,以提高组织治理的合法性和有效性。然而,如果在利益相关者和他们的支持者之间没有系统的联系,组织可能无法实现这些目标。基于民主的代表性概念,我们认为民主的利益相关者代表性是利益相关者治理过程的基本美德。我们从概念上推导出授权和问责作为利益相关者代表性的规范要素,并通过提出利益相关者代表性的经验指标以及在实际治理背景下采用它们的程序指导来实现该结构。通过这样做,我们通过指定和操作一个以前只是模糊定义的结构,为实际利益相关者治理的进步以及公共管理和组织理论文献做出了贡献。
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引用次数: 1
Effects of Diabetes Management on the Patients' Income and Their Families Seeking Care 糖尿病管理对患者收入及家属求医的影响
IF 4.2 1区 管理学 Q1 POLITICAL SCIENCE Pub Date : 2023-03-31 DOI: 10.5539/par.v12n1p38
Njeri. S. Ngacha, J. McDonald
Diabetes and different non-communicable diseases, including cancer, respiratory and cardiovascular ailment, are the fundamental causes of morbidity and mortality worldwide. Diabetes affects persons, relatives, groups in health care, and the authorities’ agencies that provide care, and those consequences possibly disable groups and retard countrywide monetary increase. The extra cost in diabetes management is associated with a higher cost of treating past due diabetic complications, which lead to monetary loss due to lost person-days or misplaced financial possibility. The overall objective of this study was to determine the effects of diabetes management on the patients' incomes and their families seeking care at St. Mary’s Mission Hospital, Nairobi. This study drew on descriptive study design, involving quantitative and qualitative methods, particularly closed and open questions. The sample size was 269 respondents included in the study through purposive and convenient sampling. These sampling techniques were preferred in this research since data was gathered from the respondents during their visit to the hospital. The researcher collected data through interviewer-administered questionnaires containing both open and closed questions. Qualitative data was grouped, coded, and categorized, picking on cross-cutting issues, then compiled, analyzed, and interpreted data. Quantitative data was coded then entered into Statistical Package for Social Sciences (SPSS) version 22 for windows. SPSS was used to run frequency distributions and cross-tabulations for analysis and interpretation, and Microsoft Excel was used for graphical presentation. The study established that diabetes management is costly and not affordable to many patients. Hence, it affects the social well-being of the patients and their families. The study recommends free or affordable and available medication for diabetes patients, and continuous awareness programs for patients, family members and the community across all Counties to address the influence of diabetes management on the patients, families, and the Nation. This would contribute to the social well-being of the patients and their families and the Nation's economic development.
糖尿病和各种非传染性疾病,包括癌症、呼吸系统和心血管疾病,是全世界发病率和死亡率的根本原因。糖尿病影响到个人、亲属、接受保健服务的群体以及提供保健服务的当局机构,这些后果可能使群体残疾,并阻碍全国范围内的货币增长。糖尿病管理的额外费用与治疗既往糖尿病并发症的较高费用有关,这导致由于损失的人日或错误的经济可能性而造成的金钱损失。本研究的总体目标是确定糖尿病管理对在内罗毕圣玛丽教会医院就诊的患者收入及其家人的影响。本研究采用描述性研究设计,涉及定量和定性方法,特别是封闭式和开放式问题。通过有目的和方便的抽样,本研究的样本量为269人。这些抽样技术在本研究中是首选的,因为数据是在受访者访问医院期间收集的。研究人员通过受访者管理的问卷收集数据,问卷包括开放式和封闭式问题。定性数据被分组、编码和分类,挑选横切问题,然后编译、分析和解释数据。定量数据被编码,然后输入到统计软件包社会科学(SPSS)版本22为windows。使用SPSS软件运行频率分布和交叉表进行分析和解释,使用Microsoft Excel进行图形化呈现。该研究表明,糖尿病治疗费用高昂,许多患者负担不起。因此,它影响到患者及其家属的社会福祉。该研究建议为糖尿病患者提供免费或负担得起的可用药物,并为所有县的患者、家庭成员和社区提供持续的意识项目,以解决糖尿病管理对患者、家庭和国家的影响。这将有助于患者及其家属的社会福利和国家的经济发展。
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引用次数: 0
(Mis)Led by an Outsider: Abusive Supervision, Disengagement, and Silence in Politicized Bureaucracies (错误)由局外人领导:政治化官僚机构中的滥用监督、脱离参与和沉默
1区 管理学 Q1 POLITICAL SCIENCE Pub Date : 2023-03-29 DOI: 10.1093/jopart/muad004
Joana Story, Gabriela Lotta, Gustavo M Tavares
Abstract Employing loyal external appointees has been identified as a key strategy used by incumbents to gain control over the state bureaucracy. This phenomenon is known as politicization and has been associated with democratic backsliding. Frequently, career civil servants perceive these appointees as illegitimate outsiders, leaders whose main objective is to ensure political compliance rather than advance the organization’s mission. In this study, we explore how civil servants interpret the presence of outside leaders in their organizations in the context of politicization and how this influences their job attitudes and behaviors. We use a mixed methods exploratory sequential design to examine a recent case of politicization in environmental agencies in Brazil. First, we interviewed 25 civil servants who reported an environment of abuse, fear, disengagement, and alienation due to the actions of outside leaders. We identified silence (both defensive and acquiescent) as a key outcome of this process. We extended and confirmed these findings with a quantitative study using a new sample of 255 civil servants. This second study allowed us to test the relationship between the variables identified in the qualitative analysis. Our combined findings indicate that politicization may reduce the effectiveness and capability of public agencies not only because some external appointees lack competence or a commitment the organization’s mission (as suggested by previous studies), but also because their behaviors and decisions can have a significant negative impact on civil servants’ job attitudes and behaviors.
聘用忠诚的外部任命人员已被确定为现任者用来控制国家官僚机构的关键策略。这种现象被称为政治化,并与民主倒退有关。通常,职业公务员认为这些被任命的人是不合法的局外人,他们的主要目标是确保政治服从,而不是推进组织的使命。在本研究中,我们探讨了公务员如何在政治化的背景下解释外部领导者在其组织中的存在,以及这如何影响他们的工作态度和行为。我们使用混合方法探索性顺序设计来检查巴西环境机构政治化的最新案例。首先,我们采访了25名公务员,他们报告了由于外部领导人的行为而造成的虐待、恐惧、脱离和疏远的环境。我们发现沉默(防御性的和默认的)是这个过程的一个关键结果。我们对255名公务员的新样本进行了定量研究,扩展并证实了这些发现。第二项研究允许我们测试定性分析中确定的变量之间的关系。我们的综合研究结果表明,政治化可能会降低公共机构的有效性和能力,这不仅是因为一些外部任命的人缺乏能力或对组织使命的承诺(正如之前的研究所表明的那样),而且还因为他们的行为和决策会对公务员的工作态度和行为产生显著的负面影响。
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引用次数: 2
Technology Adoption and Healthcare Supply Chain Performance in Ghana: The Role of User Attitude 加纳的技术采用和医疗保健供应链绩效:用户态度的作用
IF 4.2 1区 管理学 Q1 POLITICAL SCIENCE Pub Date : 2023-03-16 DOI: 10.5539/par.v12n1p25
Mawuko Dza, Richard Oduro, Hafiz Yunusah
The study investigates how integrating technology into the healthcare Supply Chain affects operational performance. Using a sample of 212 healthcare facilities in the Accra Metropolitan Area, the study observed that user perceived usefulness and ease-of-use of healthcare supply chain management systems have positive impact on performance. It was also noticed that attitudes of the users of the healthcare supply chain management system do not mediate the linkage between perceived usefulness and healthcare supply chain performance but rather mediate the relationship between perceived ease-of-use and healthcare supply chain performance. As indicated in the United Nations Development Goals 3, the study recommends that structures should be put in place to ensure the use of technology and other related infrastructures, and commitment from both the public and private sectors to ensure the attainment of health and wellbeing for all Ghanaians by the year 2030.
该研究调查了将技术集成到医疗保健供应链中如何影响运营绩效。通过对阿克拉都市区212家医疗机构的抽样调查,该研究发现,用户认为医疗供应链管理系统的有用性和易用性对绩效有积极影响。还注意到,医疗保健供应链管理系统用户的态度并不中介感知有用性与医疗保健供应链绩效之间的联系,而是中介感知易用性与医疗保健供应链绩效之间的关系。正如联合国发展目标3所指出的那样,研究报告建议,应建立结构,确保技术和其他相关基础设施的使用,并确保公共和私营部门作出承诺,确保到2030年实现所有加纳人的健康和福祉。
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引用次数: 0
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Journal of Public Administration Research and Theory
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