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Artificial Intelligence and Employment Prospects: A Sentiment and Emotion Analysis in the Indian Context 人工智能和就业前景:在印度背景下的情绪和情感分析
IF 1.8 Q2 PUBLIC ADMINISTRATION Pub Date : 2025-11-18 DOI: 10.1002/pa.70094
Himanshu Gupta, Akshay Sharma, Rajib L. Dhar

Artificial Intelligence (AI) has brought a significant transformation in the labor market, sparking mixed sentiments among individuals regarding their employment prospects. To determine a broader emotional response, individual comments posted on 26 YouTube videos discussing the impact of AI on employment within the Indian labor market were scraped and analyzed using pre-trained VADER and ROBERTA for sentiment analysis; NRCLex for emotion analysis; and topic modeling using Latent Dirichlet Allocation (LDA). Findings indicate an increasing negative sentiment among individuals toward AI and employment from 2017 to 2023, with three dominant emotions being anticipation, trust, and fear. Further, the temporal analysis showcases the trend followed by sentiment and emotion from 2017 to 2023. Using LDA, three major focal points of discussion, namely AI Awareness, AI at workplace and AI and future employment, were identified. Based on our results, relevant managerial and policy implications are offered.

人工智能(AI)给劳动力市场带来了重大变革,引发了个人对就业前景的复杂情绪。为了确定更广泛的情绪反应,我们收集了26个YouTube视频上的个人评论,讨论了人工智能对印度劳动力市场就业的影响,并使用预先训练好的VADER和ROBERTA进行情绪分析;NRCLex用于情绪分析;使用潜狄利克雷分配(Latent Dirichlet Allocation, LDA)进行主题建模。调查结果显示,从2017年到2023年,个人对人工智能和就业的负面情绪越来越多,其中三种主要情绪是预期、信任和恐惧。此外,时间分析显示了2017年至2023年情绪和情绪的趋势。利用LDA,确定了三个主要的讨论焦点,即人工智能意识、工作场所的人工智能以及人工智能与未来就业。基于我们的研究结果,提出了相关的管理和政策建议。
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引用次数: 0
Unlocking Positive Affect in Public Institutions: How Daily Recovery and Micro-Interruptions Shape Adaptive Performance in the Workplace 释放公共机构的积极影响:日常恢复和微干扰如何塑造工作场所的适应性表现
IF 1.8 Q2 PUBLIC ADMINISTRATION Pub Date : 2025-11-14 DOI: 10.1002/pa.70090
Ana Junça-Silva, António Caetano

Based on the conservation of resources theory and the affective events theory, we have developed a framework to analyze how daily recovery enhances daily adaptive behaviors (adaptive performance), and how that improves daily positive affect. Moreover, we develop theoretical arguments for daily micro-interruptions as a boundary condition that buffers this relation and argue that the work context (i.e., telework, or at the office) can function as a protective factor. Using a diary design, our aim was to (1) explore the within-person effects of daily recovery on positive affect via adaptive performance, and (2) test the three-way interaction between daily micro-interruptions and the work context in the mediated relationship. We conducted a multilevel study in which 238 managers from public institutions participated. They filled out questionnaires at the end of the day for five consecutive working days (N = 238 × 5 = 1190). The results revealed that daily recovery positively influences employees' daily positive affect through their daily adaptive performance, but only on days with fewer daily micro-interruptions. They also showed that the employees' work context attenuates this interaction. Practical implications: this study provides insights into the role of daily micro-interruptions and their combined effect with the regimen of work practiced on that day. The findings deepen knowledge concerning how and when telework may be optimized, suggesting that telework is not always beneficial, nor detrimental, for performance: partially, it depends on the individuals' recovery and their daily micro-interruptions. We critically discuss the findings considering management practices that may allow employees to manage their daily life at work better, in particular, their recovery process and daily micro-interruptions.

基于资源守恒理论和情感事件理论,我们开发了一个框架来分析日常恢复如何增强日常适应行为(适应性表现),以及如何提高日常积极影响。此外,我们提出了将日常微干扰作为缓冲这种关系的边界条件的理论论据,并认为工作环境(即远程工作或在办公室)可以作为保护因素。使用日记设计,我们的目的是:(1)通过适应性表现探索日常恢复对积极情绪的内在影响,以及(2)在中介关系中测试日常微干扰与工作环境之间的三向交互作用。我们对238名事业单位管理人员进行了多层次研究。在连续5个工作日结束时填写问卷(N = 238 × 5 = 1190)。结果显示,日常恢复通过员工的日常适应性绩效对员工的日常积极情绪产生正向影响,但仅在日常微干扰较少的日子才会产生正向影响。他们还表明,员工的工作环境削弱了这种互动。实际意义:本研究提供了日常微干扰的作用及其与当天工作方案的综合影响的见解。这些发现加深了人们对如何以及何时优化远程办公的认识,表明远程办公并不总是对工作表现有利或有害:部分地,这取决于个人的恢复情况和他们每天的微干扰。我们批判性地讨论了这些发现,考虑到管理实践,这些管理实践可能会让员工更好地管理他们的日常工作生活,特别是他们的恢复过程和日常的微干扰。
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引用次数: 0
Mapping the Linkage Between Financial Literacy and Financial Inclusion: Evaluating the Mediating Effect of Online Banking and the Moderating Effect of Income 绘制金融素养与普惠金融的联系:评估网上银行的中介效应和收入的调节效应
IF 1.8 Q2 PUBLIC ADMINISTRATION Pub Date : 2025-11-12 DOI: 10.1002/pa.70089
Ravinder Kaur, Ajaypal Singh, Suyash Mishra

In the era of the digital world, the revitalization of poor households' responses to the availability and usage of financial services is essential. Deprived individuals who possess financial literacy are able to make better financial decisions by learning about and comprehending the different financial services that are offered in the market. This research is an attempt to investigate the mediating effect of online banking and the moderating effect of income while mapping linkages between financial literacy and financial inclusion in the context of PMJDY which is a national mission of financial inclusion in India. The primary data acquired from marginalized people having bank accounts under PMJDY via structured questionnaires in Himachal Pradesh (India) were analyzed using a structural equation model combined with bootstrap. The results of the current study shed valuable light on the crucial mediating role of online banking as a driver for financial inclusion through financial literacy for the beneficiaries of PMJDY. Additionally, this study emphasizes understanding the significance of household income in encouraging financial inclusion for marginalized groups. This study identifies crucial predictors of financial inclusion, especially through PMJDY and provides practical implications to assist policymakers in increasing financial services among marginalized populations by leveraging financial literacy and online banking, thereby contributing to broader financial inclusion in India.

在数字世界时代,重振贫困家庭对金融服务的可用性和使用的反应至关重要。拥有金融知识的贫困个人能够通过学习和理解市场上提供的不同金融服务来做出更好的金融决策。本研究试图调查网上银行的中介作用和收入的调节作用,同时在PMJDY的背景下绘制金融素养和金融包容性之间的联系,PMJDY是印度金融包容性的国家使命。通过结构化问卷,从印度喜马偕尔邦(Himachal Pradesh)拥有PMJDY银行账户的边缘人群中获取原始数据,采用结构方程模型与bootstrap相结合的方法进行分析。当前研究的结果揭示了网上银行在推动普惠金融方面发挥的重要中介作用,即通过向PMJDY受益者普及金融知识。此外,本研究强调理解家庭收入在鼓励边缘化群体普惠金融方面的重要性。本研究确定了普惠金融的关键预测因素,特别是通过PMJDY,并提供了实际意义,帮助政策制定者通过利用金融知识和网上银行,增加边缘化人群的金融服务,从而为印度更广泛的普惠金融做出贡献。
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引用次数: 0
The Impact of Political Settings on Bank Competition: Evidence From US State-Chartered Banks 政治环境对银行竞争的影响:来自美国州立特许银行的证据
IF 1.8 Q2 PUBLIC ADMINISTRATION Pub Date : 2025-11-12 DOI: 10.1002/pa.70093
Van Nguyen, Dinh Trung Nguyen, Quang Minh Pham, Thai Hoang Ta

We study the impact of state political settings on competition among state-chartered banks in mortgage lending. We consider three cases for state political settings in the United States: (1) Unified Republican, where both the state legislature and governorship are controlled by the Republican Party; (2) Unified Democratic, where both are controlled by the Democratic Party; and (3) Divided, where control is split between the two parties. It is often argued that deregulation creates more competition in many sectors of the economy, and while Republican control is associated with increases in deregulation, Democratic control is associated with reductions in deregulation. Using two measures of market competition including Concentration Ratio (CR) and the Herfindahl index (HHI), our empirical findings from staggered difference-in-differences suggest that competition among state-chartered banks in mortgage lending is stronger in unified Republican states than in unified Democratic states. Further cross-sectional analyses show that risky banks, defined as those with lower equity capital ratios and z-scores, are more sensitive to political settings in terms of their market shares. Our study contributes to the growing literature on the influence of politics on financial markets.

我们研究了州政治环境对州特许银行抵押贷款竞争的影响。我们考虑了美国州政治环境的三种情况:(1)统一共和党,州立法机构和州长都由共和党控制;(2)民主党控制的统合民主党;(3)分派,即控制权由双方共同控制。人们经常认为,放松管制会在许多经济部门创造更多的竞争,而共和党的控制与放松管制的增加有关,而民主党的控制与放松管制的减少有关。使用集中度(CR)和赫芬达尔指数(HHI)这两种市场竞争指标,我们从交错差异中差异得出的实证结果表明,在统一的共和党州,州特许银行在抵押贷款方面的竞争比统一的民主党州更激烈。进一步的横断面分析表明,高风险银行(定义为权益资本比率和z分数较低的银行)在市场份额方面对政治环境更为敏感。我们的研究为越来越多的关于政治对金融市场影响的文献做出了贡献。
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引用次数: 0
When Politics Meets Finance: The Moderating Role of Political Uncertainty on Investment–Cash Flow Sensitivity 当政治遇上金融:政治不确定性对投资-现金流敏感性的调节作用
IF 1.8 Q2 PUBLIC ADMINISTRATION Pub Date : 2025-10-28 DOI: 10.1002/pa.70088
Imen Fakhfakh

This study investigates how political uncertainty influences the relationship between internal cash flow and corporate investment decisions among US firms. Using a dataset of 5817 firm-year observations from 1079 publicly listed companies between 2013 and 2021, we analyze the moderating effect of both firm-level political risk (PRISK) and country-level economic policy uncertainty (EPU) on investment–cash flow sensitivity (ICFS). The empirical evidence indicates a positive and statistically significant relationship between cash flow and corporate investment. However, when interacted with political uncertainty metrics, both at the macroeconomic level (EPU) and firm-specific level (PRISK), this relationship experiences a significant reduction in magnitude. This attenuation of ICFS persists regardless of whether political uncertainty is measured as a systematic or idiosyncratic risk factor. This negative moderating effect remains robust across various specifications, including controls for financial constraints, different PRISK components, and alternative estimation methods (GMM and 2SLS) using R&D expenditures as an instrumental variable. These results highlight the complex interplay between political uncertainty and firm investment behavior, particularly for financially constrained firms. The findings have important practical implications for corporate managers, investors, and policymakers, who must consider political uncertainty as a critical factor influencing investment strategies and capital allocation. This research contributes to the literature by integrating multiple dimensions of political uncertainty into the analysis of ICFS, offering new perspectives on how external risk factors alter internal financial decision-making dynamics.

本研究探讨政治不确定性如何影响美国企业内部现金流与企业投资决策之间的关系。利用2013年至2021年间1079家上市公司5817个公司年度观察数据集,我们分析了企业层面的政治风险(PRISK)和国家层面的经济政策不确定性(EPU)对投资-现金流敏感性(ICFS)的调节作用。实证表明,现金流量与企业投资之间存在显著的正相关关系。然而,当与政治不确定性指标相互作用时,无论是在宏观经济层面(EPU)还是企业特定层面(PRISK),这种关系的幅度都会显著降低。无论政治不确定性是作为系统性风险因素还是特殊风险因素来衡量,ICFS的衰减都会持续存在。这种负调节效应在各种规格中仍然很强大,包括对财务约束的控制,不同的PRISK组件,以及使用研发支出作为工具变量的替代估计方法(GMM和2SLS)。这些结果突出了政治不确定性与企业投资行为之间复杂的相互作用,特别是对于资金受限的企业。研究结果对企业管理者、投资者和政策制定者具有重要的现实意义,他们必须将政治不确定性视为影响投资策略和资本配置的关键因素。本研究通过将政治不确定性的多个维度整合到ICFS的分析中,为研究外部风险因素如何改变内部财务决策动态提供了新的视角。
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引用次数: 0
Blockchain and E-Participation: New Affordances and Challenges for Digital Political Participation b区块链和电子参与:数字政治参与的新支持和挑战
IF 1.8 Q2 PUBLIC ADMINISTRATION Pub Date : 2025-10-27 DOI: 10.1002/pa.70087
Maxat Kassen

E-participation has been regarded by e-government practitioners and researchers around the world as an ultimate strategic goal of many innovative public service delivery models. However, one of the objective obstacles in advancing the concept in such political reforms was the fact that the public sector has always resorted to centralization of information management workflows in advancing related e-government policies and platforms, rendering all related transactions top-down by nature. Thus, the public sector has always been a conceptual initiator, decision maker, and implementer of these innovations in quite a directive manner. In this regard, this article aims to understand how blockchain technology changes the status quo in promoting adoption models for e-participation services, elaborating on new democratic opportunities that make digital governance more participative and collaborative in an intrinsically decentralized and distributed way, as well as discussing new affordances and risks that can actually undermine digital participation and paradoxically enhance existing political inequalities in modern society.

电子参与已被世界各地的电子政务从业者和研究人员视为许多创新公共服务提供模式的最终战略目标。然而,在这种政治改革中推进这一概念的客观障碍之一是,公共部门在推进相关的电子政务政策和平台时,总是采取信息管理工作流程的集中化,使得所有相关的交易都具有自上而下的性质。因此,公共部门一直是这些创新的概念发起者、决策者和实施者。在这方面,本文旨在了解区块链技术如何改变现状,促进电子参与服务的采用模式,阐述新的民主机会,使数字治理以本质上分散和分布式的方式更具参与性和协作性,并讨论实际上可能破坏数字参与并矛盾地加剧现代社会中现有政治不平等的新能力和风险。
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引用次数: 0
Optimal Public Program and Economic Growth: Theory and Evidence From a Developing Country 最优公共规划与经济增长:来自发展中国家的理论与证据
IF 1.8 Q2 PUBLIC ADMINISTRATION Pub Date : 2025-10-19 DOI: 10.1002/pa.70086
Júlio Vicente Cateia, Luc Savard

A highly relevant policy debate in developing countries concerns whether limited public funds should be allocated to productive infrastructure or social transfers. Following recent developments in mathematical economics (e.g., Brandl 2022), we contribute to this debate by presenting a mechanism for selecting optimal public development projects. The incentive path compatibility axiom allows identifying an acceptable project (the one that increases the agent's utility for each money spent) using the notion of dominant strategies in game theory. Funding an infrastructure investment project is preferable to directly transferring resources to households. We construct a top-down dynamic computable general equilibrium (CGE) model and apply it to the Guinea-Bissau economy from 2014 to 2031. Evidence suggests that optimal public projects spur growth and social welfare. These results have significant policy implications for developing countries.

发展中国家的一项高度相关的政策辩论涉及有限的公共资金是否应分配给生产性基础设施或社会转移。随着数理经济学的最新发展(如Brandl 2022),我们提出了一种选择最佳公共发展项目的机制,从而为这场辩论做出了贡献。激励路径兼容公理允许使用博弈论中的优势策略概念确定一个可接受的项目(即每花一笔钱就能增加代理人效用的项目)。为基础设施投资项目提供资金比将资源直接转移到家庭更可取。本文构建了一个自上而下的动态可计算一般均衡(CGE)模型,并将其应用于2014 - 2031年的几内亚比绍经济。有证据表明,最优的公共项目会刺激经济增长和社会福利。这些结果对发展中国家具有重要的政策意义。
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引用次数: 0
Hospitals' Resilience: An Evidence-Based Framework for Sustaining the “Coping” Phase in Non-Linear and Continuous Crises 医院的弹性:在非线性和连续危机中维持“应对”阶段的循证框架
IF 1.8 Q2 PUBLIC ADMINISTRATION Pub Date : 2025-10-14 DOI: 10.1002/pa.70085
Elisa Mori, Franca Cantoni, Paolo Gaetano Bisogni, Elena Zuffada

This study investigates the critical domains and factors of resilience that enable hospitals to recover during extraordinary crises, using the COVID-19 pandemic as a case study. Resilience factors are categorized into four performance criteria: robustness, redundancy, resourcefulness, and rapidity, offering an evidence-based framework for evaluating hospital resilience capabilities. The research employs a two-round Delphi method, involving 13 experts from six major hospitals in Lombardy, to identify key factors across eight domains: supply and storage, layout redesign, strategic decision-making, organizational flexibility, HR management, procedures, knowledge management, and information/communication. The study finds that resourcefulness and redundancy were the most significant resilience factors, emphasizing the importance of interdisciplinary collaboration, structured decision-making, and spatial reorganization. The results highlight that adaptability, collaboration, and redundancy are essential for enhancing hospital preparedness and response during health emergencies. This research provides practical insights and a structured framework for hospitals to assess and strengthen their resilience, improving their readiness for future health crises.

本研究以2019冠状病毒病(COVID-19)大流行为例,调查了使医院能够在特殊危机期间恢复的复原力的关键领域和因素。弹性因素分为四个性能标准:稳健性、冗余性、智能性和快速性,为评估医院的弹性能力提供了一个基于证据的框架。该研究采用两轮德尔菲法,涉及伦巴第6家主要医院的13名专家,以确定八个领域的关键因素:供应和储存,布局重新设计,战略决策,组织灵活性,人力资源管理,流程,知识管理和信息/沟通。研究发现,智谋和冗余是最重要的弹性因素,强调跨学科协作、结构化决策和空间重组的重要性。结果强调,适应性、协作和冗余对于加强突发卫生事件期间医院的准备和响应至关重要。这项研究为医院提供了实用的见解和结构化的框架,以评估和加强其复原力,提高其对未来健康危机的准备。
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引用次数: 0
A Strategic Roadmap for Sustainable Corporate Social Responsibility: The Role of Social Audit, Inclusive Growth, and Creating Shared Value 可持续企业社会责任的战略路线图:社会审计的作用、包容性增长和创造共享价值
IF 1.8 Q2 PUBLIC ADMINISTRATION Pub Date : 2025-10-11 DOI: 10.1002/pa.70084
Trilochana Dash, Chandan Kumar Sahoo

This study investigates how social audit (SA) influences sustainable corporate social responsibility (SCSR), with particular emphasis on the mediating roles of inclusive growth (IG) and creating shared value (CSV). A cross-sectional survey design was adopted, and primary data were collected from 409 beneficiaries of CSR programs in Odisha, India, using convenience sampling and a structured questionnaire. Factor analysis and linear regression techniques were applied to validate the constructs and explore preliminary associations, while Structural Equation Modeling was used to test the hypothesized framework. The results demonstrate that SA positively contributes to SCSR, both directly and indirectly through IG and CSV. These findings underscore the importance of transparent auditing mechanisms in strengthening accountability, promoting equitable development, and aligning business objectives with societal needs. The study advances CSR scholarship by integrating governance (SA), developmental (IG), and strategic (CSV) perspectives into a unified model of SCSR. Practically, the results provide actionable insights for managers and policymakers seeking to design credible, impactful, and sustainable CSR strategies, particularly in emerging economies where regulatory mandates and developmental challenges intersect.

本研究探讨社会审计(SA)如何影响可持续企业社会责任(SCSR),特别强调包容性增长(IG)和创造共享价值(CSV)的中介作用。采用横断面调查设计,对印度奥里萨邦409名企业社会责任项目受益人采用方便抽样和结构化问卷的方式收集了原始数据。因子分析和线性回归技术用于验证结构并探索初步关联,而结构方程模型用于检验假设框架。结果表明,SA通过IG和CSV直接或间接地促进了SCSR。这些发现强调了透明审计机制在加强问责制、促进公平发展和使企业目标与社会需求保持一致方面的重要性。该研究通过将治理(SA)、发展(IG)和战略(CSV)的观点整合到一个统一的企业社会责任模型中,推进了企业社会责任学术研究。实际上,研究结果为管理者和决策者提供了可行的见解,帮助他们设计可信、有影响力和可持续的企业社会责任战略,特别是在监管要求和发展挑战相互交织的新兴经济体。
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引用次数: 0
Foreign Direct Investment, Global Value Chain Participation, and Sustainable Development in Sub-Saharan Africa 撒哈拉以南非洲地区的外国直接投资、全球价值链参与与可持续发展
IF 1.8 Q2 PUBLIC ADMINISTRATION Pub Date : 2025-10-08 DOI: 10.1002/pa.70081
Romanus Osabohien, Kingsley Imandojemu, Amar Hisham Jaaffar, Timothy Aderemi, Oluwatoyin Matthew, Risikat O. Dauda

This study empirically examines the relationship existing among Global Value Chain (GVC) participation, Foreign Direct Investment (FDI), and sustainable development within sub-Saharan Africa (SSA) from 2000 to 2023, leveraging data from 39 countries. Employing a Panel Vector Autoregression (PVAR) approach, the study analyzes the dynamic and bidirectional relationships among these variables, addressing critical issues such as endogeneity, heterogeneity, and cross-sectional dependence. Empirical results reveal that increased participation in GVC participation positively contributes to sustainable development, although the impact is limited and short-lived. Similarly, FDI was found to significantly enhance sustainable development, underlining its catalytic role in SSA economies. Conversely, the regulatory framework demonstrates mixed results; stricter regulations, unexpectedly, exhibit a negative direct impact on sustainable development, but positively respond to increased sustainable development performance, highlighting potential delays, or indirect pathways through which regulations affect sustainability. Variance decomposition analysis underscores the importance of GVCs, FDI, and regulatory intensity as drivers influencing sustainable development outcomes, while impulse response functions further explain the temporal effects of shocks across these variables. The study recommends policies fostering technological innovation, targeted green investments, and robust regulatory frameworks to maximize the sustainable development benefits derived from GVC integration and FDI inflows.

本研究利用来自39个国家的数据,实证考察了2000年至2023年撒哈拉以南非洲地区(SSA)全球价值链(GVC)参与、外国直接投资(FDI)和可持续发展之间的关系。采用面板向量自回归(PVAR)方法,研究分析了这些变量之间的动态和双向关系,解决了内生性、异质性和截面依赖性等关键问题。实证结果表明,增加参与全球价值链对可持续发展的积极贡献,尽管这种影响是有限的和短暂的。同样,发现外国直接投资显著促进了可持续发展,强调了其在SSA经济体中的催化作用。相反,监管框架显示出好坏参半的结果;出乎意料的是,更严格的法规对可持续发展表现出负面的直接影响,但对可持续发展绩效的提高有积极的反应,突出了潜在的延迟,或法规影响可持续性的间接途径。方差分解分析强调了全球价值链、外国直接投资和监管强度作为影响可持续发展成果的驱动因素的重要性,而脉冲响应函数进一步解释了这些变量之间冲击的时间效应。该研究建议制定政策,促进技术创新、有针对性的绿色投资和健全的监管框架,以最大限度地提高全球价值链整合和外国直接投资流入带来的可持续发展效益。
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引用次数: 0
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