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Navigating the challenges of generative technologies: Proposing the integration of artificial intelligence and blockchain 应对生成技术的挑战:提出人工智能与区块链的融合
IF 5.8 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-12 DOI: 10.1016/j.bushor.2024.04.011

The transformative impact of generative AI (GenAI), extending beyond traditional AI, raises numerous concerns including the replacement of human roles and AI misuse in an array of industries. This article introduces blockchain technology as a complementary technological safeguard to address some of these challenges. We emphasize blockchain’s role in promoting transparency, verifiability, and decentralization in AI development and usage, thereby offering potential solutions for four distinct challenges: (1) AI toxicity, biases, hallucinations, (2) AI interest misalignment, (3) AI as a black box, and (4) AI misuse. This article proposes ways to ensure responsible and transparent AI usage through the integration of blockchain. We position the convergence of AI and blockchain as a means to manage AI’s societal impact and unlock its benefits—contingent upon collaborative efforts among various stakeholders such as businesses, developers, and regulatory bodies. We contribute to the discourse on ethical AI usage and the potential of blockchain to enhance AI’s reliability and accountability for organizations.

生成式人工智能(GenAI)的变革性影响超越了传统人工智能,引发了众多担忧,包括在一系列行业中取代人类角色和人工智能的滥用。本文介绍了区块链技术,作为应对其中一些挑战的补充技术保障。我们强调区块链在促进人工智能开发和使用的透明度、可验证性和去中心化方面的作用,从而为以下四个不同的挑战提供潜在的解决方案:(1)人工智能的毒性、偏见和幻觉;(2)人工智能的利益错位;(3)人工智能是一个黑盒子;(4)人工智能的滥用。本文提出了通过整合区块链确保负责任、透明地使用人工智能的方法。我们将人工智能与区块链的融合定位为管理人工智能的社会影响和释放其效益的一种手段--取决于企业、开发者和监管机构等各利益相关方的共同努力。我们将就人工智能的道德使用以及区块链在提高人工智能的可靠性和组织问责制方面的潜力展开讨论。
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引用次数: 0
Managing a ChatGPT-empowered workforce: Understanding its affordances and side effects 管理拥有 ChatGPT 的员工队伍:了解其优势和副作用
IF 5.8 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-06 DOI: 10.1016/j.bushor.2024.04.009

Generative AI, particularly ChatGPT, creates new managerial concerns. This article addresses a crucial managerial challenge: While employees are including the tool as their private knowledge assistant in many aspects of their daily work, it is difficult for managers to see and understand the impact within their organization. There is more and more literature on what ChatGPT means for business, but we cannot say much as long as we are uninformed about its actual use. So, getting an insider’s perspective is needed to think about the consequences for organizations. The article is grounded in a qualitative study of employees’ experiences of interacting with ChatGPT among 50 early ChatGPT adopters. First, we show how employee-ChatGPT relations develop from private, experimental use into an integral part of knowledge work. Second, we identify six affordances: searching for information, brainstorming ideas, structuring content, writing a first draft, embellishing text, and proofing work. Further, we highlight three looming side effects of ChatGPT use that threaten knowledge ties, the quality of knowledge in organizations, and how work roles are configured. Accordingly, this article offers managers guidance in managing a ChatGPT-empowered workforce in a way that aims to mitigate these side effects while harnessing opportunities.

生成式人工智能,尤其是 ChatGPT,带来了新的管理问题。本文探讨了管理方面的一个重要挑战:虽然员工在日常工作的许多方面都将该工具作为自己的私人知识助手,但管理者却很难看到和理解它在组织内部的影响。关于 ChatGPT 对企业意味着什么的文献越来越多,但只要我们不了解它的实际使用情况,我们就无法发表太多意见。因此,我们需要从内部人士的角度来思考其对企业的影响。本文以一项定性研究为基础,研究了 50 位早期 ChatGPT 使用者的员工与 ChatGPT 互动的经历。首先,我们展示了员工与 ChatGPT 的关系是如何从私人、实验性使用发展成为知识工作不可分割的一部分的。其次,我们确定了六种功能:搜索信息、集思广益、组织内容、撰写初稿、润色文本和校对工作。此外,我们还强调了使用 ChatGPT 可能带来的三种副作用,它们威胁着知识纽带、组织中的知识质量以及工作角色的配置方式。因此,本文将指导管理者如何管理一支拥有 ChatGPT 的员工队伍,以减少这些副作用,同时利用各种机会。
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引用次数: 0
Adoption of artificial intelligence: A TOP framework-based checklist for digital leaders 采用人工智能:基于 TOP 框架的数字领导者清单
IF 5.8 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-04 DOI: 10.1016/j.bushor.2024.04.006
Aizhan Tursunbayeva , Hila Chalutz-Ben Gal

In the evolving digital landscape, organizations and leaders face increasing pressure to adopt and effectively utilize artificial intelligence (AI), which is steadily entering the management, work, and organizational ecosystems and enabling digital transformations. We observe AI-based applications assisting employees in daily tasks, project management, decision-making, and collaboration. But the successful adoption of AI is a complex and multifaceted process that requires careful consideration of various factors. What are the specific factors affecting the full adoption of AI from a multilevel viewpoint? This article presents a framework-based checklist concerning technology, organizations, and people (TOP) designed to assist digital leaders in navigating the challenges associated with AI adoption. Drawing upon extensive research and industry insights, this checklist provides digital leaders with a comprehensive tool to assess and address critical considerations during the adoption of AI. By systematically evaluating the technology, organization, and people dimensions, organizations and digital leaders can enhance their chances of a successful digital transformation and gain a competitive advantage in the digital age.

在不断发展的数字化环境中,组织和领导者面临着越来越大的压力,需要采用并有效利用人工智能(AI),因为人工智能正在稳步进入管理、工作和组织生态系统,并促成数字化转型。我们可以看到,基于人工智能的应用程序可以帮助员工完成日常任务、项目管理、决策和协作。但是,人工智能的成功应用是一个复杂而多面的过程,需要仔细考虑各种因素。从多层次的角度来看,影响全面采用人工智能的具体因素有哪些?本文提出了一个基于框架的清单,涉及技术、组织和人员(TOP),旨在帮助数字领导者应对与采用人工智能相关的挑战。通过广泛的研究和行业见解,这份清单为数字领导者提供了一个全面的工具,用于评估和解决采用人工智能过程中的关键问题。通过系统地评估技术、组织和人员层面,企业和数字化领导者可以提高数字化转型成功的几率,并在数字化时代获得竞争优势。
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引用次数: 0
Leaders, let’s get agile! Observing agile leadership in successful digital transformation projects 领导者,让我们敏捷起来!从成功的数字化转型项目中观察敏捷领导力
IF 5.8 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-04 DOI: 10.1016/j.bushor.2024.04.003
Riccardo Rialti , Raffaele Filieri

Digital transformation is imperative for companies wishing to remain competitive. Undeniably, the integration of digital technologies has proven fundamental for enhancing business performance. Despite this, little is known about how leadership styles influence the outcome of digital transformation processes. To address this gap, this study builds on the practice-based view (PBV) to explore how managers can lead these transformative processes. We interviewed 19 managers and employees from an Italian company, LEM Industries, to gather relevant insights about the phenomenon. The findings show how agile leaders drive successful digital transformation through fast decision loops, continuous participation in digital transformation activities, and evolutionary and revolutionary practices, making the organization leaner and more efficient. Agile leadership deployment made employees feel part of the broader decision-making process. Such a change increased their overall morale, as they began to feel part of the future of the company. Thus, agile leadership is an appropriate approach to engaging organizational members in digital transformation projects.

对于希望保持竞争力的企业来说,数字化转型势在必行。不可否认,数字技术的整合已被证明是提高业务绩效的基础。尽管如此,人们对领导风格如何影响数字化转型过程的结果却知之甚少。为了弥补这一不足,本研究以基于实践的观点(PBV)为基础,探讨管理者如何领导这些转型过程。为了回答这个研究问题,我们采访了一家名为 LEM Industries 的意大利公司的 19 名经理和员工。研究结果表明,敏捷型领导者如何通过快速决策循环、持续参与数字化转型活动、进化和革命性实践来推动成功的数字化转型,从而使组织更精简、更高效。敏捷领导力的部署让员工感到自己是更广泛决策过程的一部分。这种变化提高了员工的整体士气,因为他们开始感到自己是公司未来的一部分。因此,敏捷领导力是让组织成员参与数字化转型项目的合适方法。
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引用次数: 0
Mastering hybrid worlds through digital leadership: The role of agility in fostering innovation 通过数字化领导力驾驭混合世界:灵活性在促进创新中的作用
IF 5.8 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-03 DOI: 10.1016/j.bushor.2024.04.002
Paola Bellis , Matteo Cunial , Daniel Trabucchi

We live in a complex and hybrid world in which the digital and physical realms have never been so closely intertwined. Managerial practices are increasingly merging to give rise to more agile approaches that align with the world we inhabit. In this study, we explore the case of xFarm, a scaleup that has developed a unique form of digital leadership to manage the innovation process. This approach allows for the coexistence of both physical and digital dimensions. We identify the key drivers and specific practices that facilitate this hybrid approach. Digital leadership is thus defined as the ability to navigate such complexity and to adapt to the evolving needs of hybrid situations. This study offers three main takeaways that digital leaders can use to manage hybrid environments. These serve as reference points for setting a direction, while specific behaviors should be tailored to the particular field, in line with agile principles.

我们生活在一个复杂的混合世界,数字和物理领域从未如此紧密地交织在一起。管理实践正在日益融合,从而产生出更加灵活的方法,与我们所居住的世界保持一致。在本研究中,我们探讨了 xFarm 的案例,这是一家规模化企业,它开发了一种独特的数字化领导方式来管理创新过程。这种方法允许物理和数字两个维度共存。我们确定了促进这种混合方法的关键驱动因素和具体做法。因此,数字化领导力被定义为驾驭这种复杂性并适应混合情况下不断变化的需求的能力。本研究提供了数字化领导力可以用来管理混合环境的三个主要启示。这些可作为设定方向的参考点,而具体行为则应根据特定领域的情况,按照敏捷原则量身定制。
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引用次数: 0
Game changers: A generative AI prompt protocol to enhance human-AI knowledge co-construction 游戏改变者:增强人类与人工智能知识共建的人工智能生成提示协议
IF 5.8 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-03 DOI: 10.1016/j.bushor.2024.04.008

The democratization of powerful artificial intelligence (AI) tools, including ChatGPT, has sparked the interest of business practitioners given their ability to fundamentally change the way we work. While AI tools are positioned to augment human capabilities, their effective implementation requires the skill to understand where, when and how to best utilize them efficiently. Furthermore, meaningful engagement with the content produced by generative AI (GenAI) necessitates the intricacy of appropriate prompt engineering to optimize the learning process. As the field of GenAI continues to advance, the art of developing impactful prompts has become a necessary skill for harnessing its full potential. This research develops an AI prompting protocol through a constructivist theory lens. Based on the principles of constructivism, where individuals assimilate new knowledge by bridging it with their existing understanding, this research suggests an active engagement process in the human-AI co-construction of knowledge through GenAI. The goal is to empower business managers and their teams to construct effective AI prompts and validate responses, thereby enhancing user interaction, optimizing workflows, and maximizing the potential outcomes of AI chatbots.

包括 ChatGPT 在内的强大人工智能(AI)工具的平民化引发了商业从业者的兴趣,因为它们能够从根本上改变我们的工作方式。虽然人工智能工具的定位是增强人类的能力,但要有效地实施这些工具,就必须掌握技能,了解在何处、何时以及如何最有效地利用这些工具。此外,要有意义地使用生成式人工智能(GenAI)生成的内容,就必须进行复杂的适当提示工程,以优化学习过程。随着 GenAI 领域的不断进步,开发有影响力的提示艺术已成为充分发挥其潜力的必要技能。本研究从建构主义理论的视角出发,开发了一种人工智能提示协议。基于建构主义的原则,即个人通过将新知识与现有理解相联系来吸收新知识,本研究建议通过 GenAI 在人类与人工智能共同建构知识的过程中进行主动参与。其目标是使业务经理及其团队有能力构建有效的人工智能提示并验证回复,从而增强用户互动、优化工作流程并最大限度地发挥人工智能聊天机器人的潜在成果。
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引用次数: 0
Leadership in the metaverse: Building and integrating digital capabilities 元世界中的领导力:建设和整合数字化能力
IF 5.8 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-03 DOI: 10.1016/j.bushor.2024.04.005
Ilaria Mancuso , Antonio Messeni Petruzzelli , Andrea Urbinati , Kurt Matzler

To master a digital technology such as the metaverse, firms have to build and integrate new capabilities, while leaders have to comprehend the strategic factors ensuring this technology will translate into business success. Through a multiple-case study enriched by interviews with prominent experts in the field, we explore (1) how firms can build and integrate digital and organizational capabilities, and (2) what strategic factors leaders should consider as they develop digital business in the metaverse. Our results reveal that capabilities aimed at managing digital assets and at managing organizational factors are built and integrated through two specific mechanisms: organizational change and innovation ecosystems. Furthermore, we offer a three-stage roadmap and a leadership profile to assist with the metaverse transition. The findings enrich theoretical knowledge on the emerging topic of digital business in the metaverse.

要掌握像元宇宙这样的数字技术,企业必须建立和整合新的能力,而领导者则必须理解确保这种技术转化为商业成功的战略因素。通过多案例研究以及对该领域著名专家的访谈,我们探讨了:(1)企业如何建立并整合数字化能力和组织能力;(2)领导者在元宇宙中发展数字化业务时应考虑哪些战略因素。我们的研究结果表明,旨在管理数字资产和管理组织因素的能力是通过组织变革和创新生态系统这两种特定机制来构建和整合的。此外,我们还提供了一个三阶段路线图和一个领导力概况,以帮助实现元宇宙转型。研究结果丰富了有关元宇宙中数字业务这一新兴课题的理论知识。
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引用次数: 0
Transformative leadership competencies for organizational digital transformation 组织数字化转型的变革型领导能力
IF 5.8 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-03 DOI: 10.1016/j.bushor.2024.04.004
Giovanni Schiuma , Francesco Santarsiero , Daniela Carlucci , Yasar Jarrar

Despite the flourishing literature on digital transformation (DT), there is still less research on the human side of DT—particularly on leaders’ competencies required to successfully trigger and drive organizational transformation in the context of the digital age. The human-centric approach and the leadership role are essential to understanding how organizations navigate DT by integrating digital-based knowledge. To understand the competencies necessary for a leader to drive organizational DT, this study combines and analyzes the results from a literature review on leadership styles and the findings from the semistructured interviews with 64 leaders of SMEs across a wide range of industries engaged in a DT journey. The analysis proposes the notion of transformative leadership to determine the capacity leaders must have to navigate organizational DT and identifies and describes the six competencies that distinguish a transformative leader.

尽管有关数字化转型(DT)的文献繁多,但有关数字化转型中人的方面的研究仍然较少,特别是有关领导者在数字化时代背景下成功触发和推动组织转型所需的能力方面的研究。以人为本的方法和领导角色对于了解组织如何通过整合基于数字的知识来驾驭 DT 至关重要。为了解领导者推动组织 DT 所需的能力,本研究结合并分析了有关领导风格的文献综述结果,以及对 64 位从事 DT 工作的各行各业中小企业领导者进行的半结构式访谈结果。分析提出了变革型领导力的概念,以确定领导者驾驭组织发展变革所必须具备的能力,并确定和描述了变革型领导者的六种能力。
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引用次数: 0
Digital leadership: A new management and entrepreneurship development roadmap 新的管理和创业发展路线图
IF 5.8 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-03 DOI: 10.1016/j.bushor.2024.04.007
Alessandro Margherita , Elisabetta Raguseo , Valentina Ndou , Giustina Secundo , Alessandra Marasco
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引用次数: 0
A phenomenological learning approach to leading digitalization 领导数字化的现象学学习方法
IF 5.8 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-03 DOI: 10.1016/j.bushor.2024.04.001
Rikke Bach

Existing theory in the field of digital leadership describes many different skills that leaders need to possess to succeed in leading digitalization. By exploring existing theories and engaging qualitatively with leaders in practice, this article identifies a gap between the skills the theory dictates leaders should possess and the skills leaders possess in practice. In practice, the number of skills required and the complexity of digital leadership cause leaders to perceive the acquisition of the necessary skill set as unmanageable. By engaging phenomenologically with the fact that one cannot know what one does not know, this article shows how digital leadership skills can be learned and developed. Combining phenomenological concepts like common sense, a reference frame, and being a stranger with competence development theory reveals a way that leaders can indeed develop their digital leadership and their competencies, although the competencies of each digital leader will be unique. Furthermore, leading digitalization is shown to start at the intrapersonal level, in part because of the importance of authenticity in leadership practice. The overall aim of the article is to explore, through a phenomenological learning process, how digital leadership can be developed.

数字化领导力领域的现有理论描述了领导者成功领导数字化所需的多种不同技能。通过对现有理论的探索以及与实践中的领导者进行定性交流,本文发现了理论上领导者应掌握的技能与实践中领导者所掌握的技能之间的差距。在实践中,数字化领导所需的技能数量之多、复杂程度之高,导致领导者认为难以掌握必要的技能。通过从现象学角度探讨 "人不知而不愠 "这一事实,本文展示了如何学习和发展数字化领导技能。将常识、参照系和陌生人等现象学概念与能力发展理论相结合,揭示了领导者确实可以发展其数字化领导力和能力的方法,尽管每位数字化领导者的能力都是独一无二的。此外,数字化领导力始于个人内在层面,部分原因在于真实性在领导力实践中的重要性。文章的总体目标是通过现象学学习过程,探讨如何发展数字化领导力。
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引用次数: 0
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Business Horizons
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