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Belief triggers to action in artificial intelligence arenas: Exploring the role of AI intention and top management support in multi-level investigation 信念触发人工智能领域的行动:探索人工智能意图和高层管理支持在多层次调查中的作用
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2025-07-02 DOI: 10.1016/j.iedeen.2025.100285
Ali Nawaz Khan , Naseer Abbas Khan
This study investigates the impact of belief about artificial intelligence (AI) on AI continuous usage in Business-to-Business (B2B) contexts through the lens of socio-technical system theory (STST). Using multilevel structural equation modeling of data from 460 employees across 78 software firms in Southern China, this study examines how beliefs about AI influence AI continuous usage, mediated by intention to use AI and moderated by top management support. Results demonstrate that positive belief about AI significantly enhance intention to use AI and AI continuous usage, and also indicate a significant mediating effect of intention to use AI. Top management support emerged as a significant organizational-level moderator of these relationships. The findings of this study contribute to understanding AI adoption in B2B service sectors by integrating human and technical factors within an STST framework.
本研究通过社会技术系统理论(STST)的视角,调查了人工智能(AI)信念对企业对企业(B2B)环境中人工智能持续使用的影响。本研究对中国南方78家软件公司460名员工的数据进行了多层次结构方程建模,考察了对人工智能的信念如何影响人工智能的持续使用,并受使用人工智能的意愿的调节和高层管理支持的调节。结果表明,对人工智能的积极信念显著增强了使用人工智能的意愿和人工智能的持续使用,并表明使用人工智能的意愿具有显著的中介作用。高层管理人员的支持成为这些关系在组织层面上的重要调节因素。本研究的结果有助于通过在STST框架内整合人力和技术因素来理解B2B服务部门对人工智能的采用。
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引用次数: 0
The pathway to winning: optimizing small and medium enterprises performance in the construction industry through tailored success factors 制胜之路:通过量身定制的成功因素优化建筑行业中小企业的绩效
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2025-06-18 DOI: 10.1016/j.iedeen.2025.100282
Yenus Muhammed Argaw, Yingqi Liu
Small and medium-scale enterprises (SMEs) play a crucial role in most developing countries. However, many of these enterprises face a range of challenges that hinder their growth and survival. This research aimed to examine the critical success factors affecting the growth of different sizes of SMEs in the Ethiopian construction industry. The novelty of the paper lies in addressing the identification problem found in the existing literature by employing appropriate estimation techniques to quantify the contribution of multiple success factors, thereby moving beyond descriptive statistics. Using an ordered logit model, we obtained interesting and informative results about the effects of critical success factors on the growth of SMEs. The results invariably suggest that the contribution of the critical success factors depends on the firm's specific factors (annual turnover). We found that not all factors exert comparable effects on success; certain factors wield a substantial influence for larger SMEs, whereas others demonstrate a significant impact on smaller SMEs. The gender of the owner has a positive and significant impact on the sustainable growth and success of Ethiopian construction firms with an annual turnover below 500,000 Birr. In contrast, for firms with an annual turnover above 500,000 Birr, the entrepreneur’s education level and entrepreneurial orientation are strongly and positively associated with firm success, showing a greater influence compared to lower-turnover firms. Therefore, this paper strongly recommends SME owners, managers, and staffs consider the level of annual turnover as the effectiveness of success factors depends on the level of annual turnover.
中小企业在大多数发展中国家发挥着至关重要的作用。然而,其中许多企业面临着一系列阻碍其成长和生存的挑战。本研究旨在研究影响埃塞俄比亚建筑业中小企业不同规模增长的关键成功因素。本文的新颖之处在于通过采用适当的估计技术来量化多个成功因素的贡献,从而超越描述性统计,解决了现有文献中发现的识别问题。使用有序logit模型,我们获得了关于关键成功因素对中小企业成长的影响的有趣和翔实的结果。结果总是表明,关键成功因素的贡献取决于公司的具体因素(年营业额)。我们发现并不是所有的因素对成功都有类似的影响;某些因素对较大的中小企业有重大影响,而另一些因素则对较小的中小企业有重大影响。业主的性别对年营业额低于50万比尔的埃塞俄比亚建筑公司的可持续增长和成功具有积极和重大的影响。相比之下,对于年营业额在50万Birr以上的企业,企业家的教育水平和创业取向与企业成功有着强烈的正相关关系,比低营业额的企业表现出更大的影响。因此,本文强烈建议中小企业所有者、管理者和员工考虑年流动率,因为成功因素的有效性取决于年流动率。
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引用次数: 0
Consumer preferences for super app services: E-commerce, social media, and banking dominate 消费者对超级应用服务的偏好:电子商务、社交媒体和银行占主导地位
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2025-05-01 DOI: 10.1016/j.iedeen.2025.100284
Marc Hasselwander, Daniel Weiss
Super apps enable consumers to access multiple services through a single mobile application. Platforms like WeChat, Alipay, KakaoTalk, and LINE have already been widely adopted across many Asian markets. This study aims to develop a greater understanding of consumers’ preferences for super app services in a European context, where these apps are beginning to emerge. Using cluster analysis and multinomial logistic regression, we analyze data from 764 potential super app adopters in Germany, identifying five distinct preference-based clusters: (1) Urban Explorers, (2) Efficiency Experts, (3) the Versatile Majority, (4) Digital Enthusiasts, and (5) the Golden Triangle. Each cluster is defined by a unique combination of desired features, with e-commerce, social media, and banking/financial services emerging as the most in-demand categories. Our findings indicate that super app providers should work to strategically integrate highly demanded services rather than focusing on the incorporation of an increasingly wide array of features. To our knowledge, this is the first scholarly effort to quantify super app service preferences in a European context, offering managers and policymakers evidence-based insights to effectively navigate this disruptive technology.
超级应用程序使消费者能够通过一个移动应用程序访问多个服务。b微信、支付宝、KakaoTalk和LINE等平台已经在许多亚洲市场被广泛采用。这项研究旨在更好地了解欧洲消费者对超级应用程序服务的偏好,这些应用程序开始在欧洲出现。利用聚类分析和多项逻辑回归,我们分析了来自德国764名潜在超级应用用户的数据,确定了五个不同的基于偏好的集群:(1)城市探索者,(2)效率专家,(3)全能多数,(4)数字爱好者,(5)金三角。每个集群都由所需功能的独特组合来定义,其中电子商务、社交媒体和银行/金融服务成为需求最大的类别。我们的研究结果表明,超级应用提供商应该战略性地整合高需求的服务,而不是专注于整合越来越多的功能。据我们所知,这是第一次在欧洲背景下量化超级应用服务偏好的学术研究,为管理者和政策制定者提供基于证据的见解,以有效地驾驭这一颠覆性技术。
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引用次数: 0
Brand activism: Research trends and cluster analysis 品牌行动主义:研究趋势与聚类分析
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2025-05-01 DOI: 10.1016/j.iedeen.2025.100279
Jorge Luna-Amador , Alexander Caraballo-Payares , Andres Escobar-Espinoza
This paper aims to identify emerging research topics related to brand activism: analyzing current research trends and providing a comprehensive overview of its various aspects. Brand activism, transcending traditional business roles, represents a strategic alignment of corporate identities with broader societal values and issues. This study employs a structured approach, including data identification, filtering, and systematization, with a focus on scientific literature in the field. We conduct a systematic literature review using the PRISMA methodology and the SCOPUS database, we identify and analyze 150 relevant documents. VOSviewer software for network analysis and Atlas TI 23 for data categorization are employed to conduct cluster identifications and content analysis. This research identifies four main topics: Corporate Social Responsibility (CSR), Social Media, Brand Equity, and Authenticity. It explores the transition of brand activism from CSR to a more integrated approach in brand identity, examines the significant role of social media in brand activism, and discusses how brand activism impacts brand equity. The study also delves into the concept of authenticity in brand activism, distinguishing genuine efforts from woke-washing. The paper concludes with managerial implications, emphasizing the importance of integrating brand activism into corporate strategies with the dynamic, evolving nature of brand activism. It suggests future research directions, focusing on long-term impacts of brand activism on consumer behavior, brand loyalty and corporate reputation, and on ethical dimensions and risks in various cultural and political contexts.
本文旨在确定与品牌行动主义相关的新兴研究课题:分析当前的研究趋势,并提供其各个方面的全面概述。品牌行动主义超越了传统的商业角色,代表了企业身份与更广泛的社会价值观和问题的战略一致性。本研究采用结构化方法,包括数据识别、过滤和系统化,重点关注该领域的科学文献。我们使用PRISMA方法和SCOPUS数据库进行了系统的文献综述,我们确定并分析了150篇相关文献。使用网络分析软件VOSviewer和数据分类软件Atlas TI 23进行聚类识别和内容分析。这项研究确定了四个主要主题:企业社会责任(CSR)、社交媒体、品牌资产和真实性。它探讨了品牌行动主义从企业社会责任到品牌认同的更综合的方法的转变,考察了社交媒体在品牌行动主义中的重要作用,并讨论了品牌行动主义如何影响品牌资产。该研究还深入探讨了品牌行动主义中的真实性概念,将真正的努力与粉饰的努力区分开来。本文总结了管理意义,强调了将品牌行动主义与品牌行动主义的动态演变性质整合到企业战略中的重要性。本文提出了未来的研究方向,重点关注品牌行动主义对消费者行为、品牌忠诚度和企业声誉的长期影响,以及不同文化和政治背景下的伦理维度和风险。
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引用次数: 0
Unravelling the complex link between managers’ disclosure of abnormal tone and opportunistic behaviour 揭示经理人披露异常语气与机会主义行为之间的复杂联系
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2025-05-01 DOI: 10.1016/j.iedeen.2025.100277
Azam Pouryousof , Farzaneh Nassirzadeh , Davood Askarany
This study investigates the relationship between managers’ abnormal disclosure tone and opportunistic behaviour in managerial accounting, grounded in agency theory. Using a quantitative ex-post-facto design, we analysed data from 1411 annual reports of 143 companies listed on the Tehran Stock Exchange between 2008 and 2020. Finance-oriented dictionaries were employed to quantify abnormal disclosure tone, and a panel smooth transition regression model was used for analysis. The results reveal nuanced correlations between abnormal tone and various dimensions of opportunistic behaviour, including earnings management, management compensation, financial leverage, capital increase plans, and accounting conservatism. Notably, positive earnings management and financial leverage are positively associated with the abnormal tone, while capital increase plans are significant only in companies with negative earnings management.
Contrary to expectations, accounting conservatism shows a positive relationship with abnormal tone. The findings highlight the need for companies to recognise and mitigate risks associated with opportunistic behaviour and provide insights for stakeholders in the financial sector. The study contributes to the literature by offering empirical evidence on the interplay between disclosure tone and managerial opportunism, with implications for corporate governance and decision-making.
本研究以代理理论为基础,探讨管理会计中管理者异常披露语气与机会主义行为之间的关系。采用量化的事后分析设计,我们分析了2008年至2020年间在德黑兰证券交易所上市的143家公司的1411份年报数据。采用财务导向词典量化异常披露语气,采用面板平滑过渡回归模型进行分析。结果显示,异常语气与机会主义行为的各个维度之间存在微妙的相关性,包括盈余管理、管理层薪酬、财务杠杆、增资计划和会计稳健性。值得注意的是,正盈余管理和财务杠杆与异常基调正相关,而增资计划仅在负盈余管理的公司中显著。与预期相反,会计稳健性与异常色调呈正相关关系。研究结果强调,企业有必要认识到并减轻与机会主义行为相关的风险,并为金融业的利益相关者提供见解。该研究通过提供披露基调与管理机会主义之间相互作用的实证证据,对公司治理和决策提供了启示,从而为文献做出了贡献。
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引用次数: 0
Military experience and entrepreneurship: An imprinting perspective 军事经验与创业:烙印视角
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2025-05-01 DOI: 10.1016/j.iedeen.2025.100281
Mingzhi Hu , Yinxin Su
Drawing on imprinting theory, this study hypothesizes that military experience negatively influences entrepreneurship by fostering a preference for stability, lower risk tolerance, and limited innovation due to the hierarchical and rule-bound nature of military service. It is further hypothesized that age moderates this relationship, as older veterans accumulate human and social capital over time, which mitigates the rigid impact of military service. Data from 14,046 households and 54,293 observations from the Panel Study of Income Dynamics (PSID) spanning 2011–2021 were analyzed to test the hypotheses. The results show that military experience reduces entrepreneurial tendencies, and age mitigates this negative effect. Theoretical and practical implications are discussed.
根据印记理论,本研究假设,由于兵役的等级和规则约束性质,军事经历通过培养对稳定的偏好、较低的风险承受能力和有限的创新,对创业产生负面影响。进一步的假设是,年龄调节了这种关系,因为老年退伍军人随着时间的推移积累了人力和社会资本,这减轻了服兵役的刚性影响。分析了2011-2021年间来自14046个家庭的数据和来自收入动态小组研究(PSID)的54293个观察结果,以检验这些假设。结果显示,从军经历会降低创业倾向,而年龄会减轻这种负面影响。讨论了理论和实践意义。
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引用次数: 0
Innovative governance for the future: Will gender diversity on boards enhance business performance in the European insurance industry? 面向未来的创新治理:董事会性别多元化是否会提高欧洲保险业的业务绩效?
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2025-05-01 DOI: 10.1016/j.iedeen.2025.100283
María Encina Morales de Vega , María-Carmen García-Centeno , Ricardo Palomo-Zurdo
Recently, advocacy for gender diversity in corporate governance has intensified, following the hypothesis that heterogeneous boards can optimize management processes and improve financial performance. Existing literature primarily focuses on the banking or financial industry, with limited research on European insurers. Using a sample of 22 insurers included in EUROSTOXX 600 index over 2013–2023, a dynamic panel data model is employed to assess the impact of the presence of women on board and chair positions on Return on Equity (ROE) and Return on Assets (ROA), effectively accounting for unobserved firm characteristics and time-varying data. The results reveal that a female CEO increases performance by 0.3 %, higher female board representation improves returns by 3 %, and a smaller pay gap increases performance by 1 %. On the contrary, the existence of a quota does not have a significant influence due to issues with its design and implementation. These findings support the need to increase the number of women on insurers’ boards to enhance performance and strengthen a company's ethical standing and social responsibility. They are consistent with the literature review, underscoring the significance of gender equality policies in management for enhancing efficiency and innovation in the insurers’ future.
最近,根据异质董事会可以优化管理流程和改善财务绩效的假设,倡导公司治理中的性别多样性得到了加强。现有文献主要集中在银行或金融行业,对欧洲保险公司的研究有限。本文以2013-2023年欧洲斯托克600指数中的22家保险公司为样本,采用动态面板数据模型评估女性董事和董事长职位对股本回报率(ROE)和资产回报率(ROA)的影响,有效地考虑了未观察到的公司特征和时变数据。结果显示,女性首席执行官的绩效提高了0.3%,女性董事会成员的增加使回报提高了3%,而较小的薪酬差距使绩效提高了1%。相反,由于配额的设计和执行存在问题,配额的存在不会产生重大影响。这些发现表明,有必要增加保险公司董事会中女性的数量,以提高业绩,加强公司的道德地位和社会责任。他们与文献综述一致,强调性别平等政策在管理中的重要性,以提高保险公司未来的效率和创新。
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引用次数: 0
The association between technology group, working from home behaviour and preferred communication tools in disruptive times: A micro and small enterprise perspective 颠覆时代科技集团、在家工作行为与首选通信工具之间的关系:一个微型和小型企业的视角
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2025-04-25 DOI: 10.1016/j.iedeen.2025.100280
Alain Neher , Lucia Wuersch , Alfred Wong , Marc K. Peter
This study explores how the adoption of digital technologies has influenced working from home (WFH) practices and the use of communication tools during disruptive times. Focusing on micro and small enterprises (MSEs), this pooled cross section research includes three survey investigations. The first two were conducted during the COVID-19 pandemic in Switzerland in 2020 and 2021. The third was conducted after the pandemic in 2022. Over these three phases, >1500 MSE managing directors were surveyed using the Computer-Assisted Telephone Interviewing (CATI) technique. Inferential statistical analyses revealed that technological pioneers implemented more WFH arrangements than either early or late followers. Similarly, pioneers and early followers utilised Information and Communication Technologies (ICTs) more extensively than late followers, who, in some cases, demonstrated considerable adaptability in embracing digital transformation. Overall, WFH opportunities across all three technology groups (pioneers, early followers, and late followers) remained higher than before the pandemic. This study advances the often-overlooked MSE literature by demonstrating the association between WFH and digital transformation through ICT across the three technology groups. Methodologically, the novel ‘Digital Communication Score’ was introduced, determining the extent to which an MSE utilises various communication tools. Practical implications highlight the need for MSEs to develop digital roadmaps, which include the systematic adoption of appropriate online communication tools, in order to prepare for future disruptions. This will require implementing conduct standards and, ultimately, policies aligned with developing digital capabilities to ensure employee satisfaction and motivation, leading to greater overall success.
本研究探讨了数字技术的采用如何影响在家工作(WFH)的做法以及在混乱时期通信工具的使用。本研究以微型和小型企业(MSE)为重点,包括三项调查研究。前两项调查是在 2020 年和 2021 年 COVID-19 大流行期间在瑞士进行的。第三次调查于 2022 年大流行结束后进行。在这三个阶段中,使用计算机辅助电话访问(CATI)技术对 1500 名 MSE 总经理进行了调查。推理统计分析显示,技术先行者比早期或后期追随者实施了更多的全职工作安排。同样,先行者和早期追随者比晚期追随者更广泛地利用信息和通信技术(ICTs),在某些情况下,他们在拥抱数字化转型方面表现出相当强的适应性。总体而言,所有三个技术组(先行者、早期追随者和后期追随者)的全职工作机会仍然高于大流行之前。本研究通过展示三个技术组的 WFH 与通过信息和通信技术进行数字化转型之间的关联,推进了经常被忽视的 MSE 文献。在方法论上,引入了新颖的 "数字通信评分",以确定 MSE 利用各种通信工具的程度。实际影响强调,微型企业需要制定数字化路线图,其中包括系统地采用适当的在线通信工具,以便为未来的干扰做好准备。这就需要实施行为标准,并最终制定与发展数字能力相一致的政策,以确保员工的满意度和积极性,从而取得更大的整体成功。
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引用次数: 0
The role of AI as an unconventional salesperson in consumer buying decisions, satisfaction and happiness 人工智能作为非传统销售人员在消费者购买决策、满意度和幸福感中的作用
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2025-04-24 DOI: 10.1016/j.iedeen.2025.100278
Pedro Cuesta-Valiño , Sergey Kazakov , Patricia Durán-Álamo , Pablo Gutiérrez-Rodríguez
Grounded in consumer motivation theory, this study examined how trust in AI, along with its credibility and versatility, drives consumers to adopt AI in online retail, ultimately improving consumer satisfaction and happiness. Survey data from 1,471 consumers in Spain were analysed to scrutinise these linkages. The findings confirmed the proposed estimated model: trust, credibility, and versatility significantly motivated AI adoption, which in turn positively influenced satisfaction and consumer happiness. Сonversely, our results cannot evince the influence of two drivers, namely privacy/security and UI/UX, on consumer motivation to use AI for shopping. The outcomes of this study underscore the strategic value of trustworthy and adaptive AI in shaping consumer behaviour and improving retail experiences, suggesting practical guidance for businesses aiming to foster engagement and emotional connection with their target consumers through AI-driven platforms.
本研究以消费者动机理论为基础,研究了对人工智能的信任,以及它的可信度和多功能性,如何推动消费者在在线零售中采用人工智能,最终提高消费者的满意度和幸福感。对西班牙1471名消费者的调查数据进行了分析,以仔细研究这些联系。研究结果证实了所提出的估计模型:信任、可信度和多功能性显著地推动了人工智能的采用,这反过来又积极地影响了满意度和消费者幸福感。Сonversely,我们的结果不能证明两个驱动因素,即隐私/安全和UI/UX,对消费者使用AI购物动机的影响。这项研究的结果强调了值得信赖和自适应的人工智能在塑造消费者行为和改善零售体验方面的战略价值,为旨在通过人工智能驱动的平台促进与目标消费者的互动和情感联系的企业提供了实用指导。
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引用次数: 0
Knowledge donation, hoarding, and hiding behaviors of high performers: Mediation role of deviant silence 高绩效者的知识捐赠、囤积与隐藏行为:异常沉默的中介作用
IF 7.1 3区 管理学 Q1 BUSINESS Pub Date : 2025-03-28 DOI: 10.1016/j.iedeen.2025.100276
Muhammad Waseem Bari , Qurratulain Khan , Francesca Di Virgilio
High performance punishment occurs when organizations distribute more work responsibilities to their best performers without offering supplementary compensation or recognition. The lack of appreciation through additional rewards creates burnout and employee resentment in such situations. Drawing on social exchange theory, this study examines the impact of high-performance punishment on high performers’ knowledge behaviors: knowledge donation, hoarding, and hiding. Besides, how deviant silence mediates these relationships. The sample data are collected from 534 employees of IT organizations across countries, and data are analyzed using the PLS-SEM technique with the Smartpls 4 software. The results show that high-performance punishment positively impacts knowledge hoarding and hiding behaviors but does not significantly impact knowledge donation. Deviant silence partly mediates the relationship between high-performance punishment and knowledge behaviors. It is deduced that although high-performance punishment promotes negative knowledge behaviors, but it does not affect willingness to donate knowledge until an employee indulges in deviant silence. The paper concludes with practical implications for organizations and submissions for future studies on managing high-performing employees.
当组织将更多的工作职责分配给表现最好的员工,而不提供额外的补偿或认可时,就会出现高绩效惩罚。在这种情况下,通过额外的奖励缺乏感激会造成倦怠和员工怨恨。本文运用社会交换理论,探讨了绩效惩罚对高绩效员工知识捐赠、知识囤积和知识隐藏行为的影响。此外,异常的沉默如何调解这些关系。样本数据是从各国IT组织的534名员工中收集的,数据使用PLS-SEM技术和Smartpls 4软件进行分析。结果表明,绩效惩罚对知识囤积和隐藏行为有正向影响,对知识捐赠行为无显著影响。异常沉默在绩效惩罚与知识行为的关系中起部分中介作用。结果表明,绩效惩罚虽然促进了员工的负性知识行为,但对员工的知识捐赠意愿并无影响,直至员工陷入越轨沉默。本文总结了对组织的实际意义,并为未来管理高绩效员工的研究提供了建议。
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引用次数: 0
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European Research on Management and Business Economics
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