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Disciplined autonomy: How business analytics complements customer involvement for digital innovation 自律:商业分析如何在数字创新中补充客户参与
IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-03-01 DOI: 10.1016/j.jsis.2022.101706
Yunfei Shi , Tingru Cui , Fang Liu

The rise of big data and the fluid boundaries of digital products are driving companies to use business analytics (BA) to power their customer involvement. The complementarity view offers unique competence to generate value from BA because capability complementarity is less likely to be replicated or imitated. Unlike prior studies on BA-enabled value realization, our research investigates the interactions of BA and customer involvement capabilities using the complementarity view. We tested our model using data collected from 317 IT companies in China. Our results suggest that BA value realization requires both a top-down mechanism in which BA skills provide global guidance for alignment with a company’s goals and a bottom-up mechanism in which BA culture empowers local autonomy for adaptation to ever-changing needs. Our BA-complemented mechanisms provide research and practice with a way to concurrently use BA and customer involvement capabilities to address the duality of digital innovation. We further suggest that BA skills are necessary but insufficient for digital innovation because BA culture demonstrates a stronger effect in complementing organizations’ existing capabilities than BA skills do.

大数据的兴起和数字产品的流动边界正在推动公司使用业务分析(BA)来推动他们的客户参与。互补性视图提供了从BA生成价值的独特能力,因为能力互补性不太可能被复制或模仿。不同于先前对BA支持的价值实现的研究,我们的研究使用互补性观点来调查BA和客户参与能力之间的相互作用。我们使用从中国317家IT公司收集的数据来测试我们的模型。我们的研究结果表明,BA价值的实现既需要自上而下的机制,其中BA技能提供与公司目标一致的全局指导,也需要自下而上的机制,其中BA文化赋予地方自主权,以适应不断变化的需求。我们的BA补充机制为研究和实践提供了一种同时使用BA和客户参与能力来解决数字创新的双重性的方法。我们进一步认为,BA技能是必要的,但对于数字创新来说是不够的,因为BA文化在补充组织现有能力方面的作用比BA技能更强。
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引用次数: 13
Digital at the edge – antecedents and performance effects of boundary resource deployment 数字化的边缘——边界资源配置的前提和性能影响
IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-03-01 DOI: 10.1016/j.jsis.2022.101708
Patryk Zapadka , André Hanelt , Sebastian Firk

With business ecosystems digitalizing by the force of digital innovation, the deployment of boundary resources (such as application programming interfaces: APIs) becomes a strategic option across contexts. We distinguish between boundary resources that provide access openness and those that provide resource openness, and theorize the antecedents and consequences of their deployment. Employing panel data regressions to a longitudinal cross-industry dataset, we find that the digital knowledge base of the focal firm and the existence of potential digital complementors drive boundary resource deployment. Such deployment benefits firm performance depending on the firm’s market power. From our empirical analysis, we reveal a differentiated perspective on the quality of the confined openness provided by boundary resources as well as the embeddedness of their deployment in the rationales and motivations of the associated actors in digital business ecosystems. We complement the existent theoretical framework on boundary resources and provide valuable insights to managers reflecting about deploying boundary resources in a beneficial way.

随着商业生态系统在数字创新的力量下数字化,边界资源(如应用程序编程接口:api)的部署成为跨环境的战略选择。我们区分了提供访问开放的边界资源和提供资源开放的边界资源,并将其部署的前提和后果理论化。通过对纵向跨行业数据集的面板数据回归,我们发现焦点企业的数字知识库和潜在的数字互补者的存在驱动了边界资源的配置。这种部署对企业绩效的好处取决于企业的市场力量。从我们的实证分析中,我们揭示了边界资源提供的有限开放质量的差异化视角,以及它们在数字商业生态系统中相关行动者的基本原理和动机中的部署嵌入性。我们补充了现有的边界资源理论框架,并为管理者反思如何以有益的方式部署边界资源提供了宝贵的见解。
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引用次数: 9
When and why technology leadership enters the C-suite: An antecedents perspective on CIO presence 技术领导何时以及为何进入高管层:CIO存在的先行因素视角
IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-03-01 DOI: 10.1016/j.jsis.2022.101705
David Bendig , Robin Wagner , Christopher Jung , Stephan Nüesch

Building on the concept of dynamic managerial capabilities, we set out to advance scholarly understanding of the antecedents of the presence of technology leadership in the form of the chief information officer (CIO) in the top management team. We derive a holistic framework from the literature of dynamic capabilities and introduce into that literature the concept of adaptation pressures. We suggest that external and internal dimensions that pertain to information technology, comprising an environmental, structural, and strategic dimension, intensify the pressure on a firm to adapt. The pressure to adapt increases the likelihood that the firm will add a CIO to its top management team. In turn, the presence of a CIO can direct a firm toward exploration as a way to relieve the adaptation pressure. Results from regression analyses of a longitudinal data set covering 503 large U.S. firms from 2006 to 2017 confirm our hypotheses. This study contributes to the literature of both information systems and strategy by clarifying the antecedents of technology leadership in the C-suite and explicating how environmental, structural, and strategic factors can act as such antecedents. Moreover, this study reinforces the notion that IT leadership can induce strategic change.

在动态管理能力概念的基础上,我们着手推进对最高管理团队中首席信息官(CIO)形式的技术领导存在的先决条件的学术理解。我们从动态能力的文献中推导出一个整体框架,并将适应压力的概念引入该文献。我们认为,与信息技术相关的外部和内部维度,包括环境、结构和战略维度,加大了企业适应的压力。适应的压力增加了公司在其高层管理团队中增加首席信息官的可能性。反过来,首席信息官的存在可以指导公司进行探索,作为缓解适应压力的一种方式。对2006年至2017年覆盖503家大型美国公司的纵向数据集进行回归分析的结果证实了我们的假设。本研究对信息系统和战略的文献都有贡献,它阐明了高管层技术领导的前因,并解释了环境因素、结构因素和战略因素如何发挥这些前因的作用。此外,这项研究强化了IT领导可以引发战略变革的概念。
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引用次数: 6
Exploring the boundaries and processes of digital platforms for knowledge work: A review of information systems research 探索知识工作的数字平台的边界和过程:信息系统研究综述
IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-12-01 DOI: 10.1016/j.jsis.2021.101694
Gerit Wagner , Julian Prester , Guy Paré

Digital platforms for knowledge work (DPKW), such as Upwork, Freelancer, and Fiverr, connect clients with millions of workers for a range of knowledge work services, including app development, graphic design, and data analytics. Research on this emergent phenomenon has recently gained traction in terms of publication volume and research diversity. Focusing on the contributions of information systems research, we conducted a literature review to distinguish papers on DPKW from related types of digital platforms, to synthesize what we know about knowledge work on DPKW, and to guide future research. Based on a comprehensive literature search, we derived five boundary conditions, which constitute our definition of DPKW: digitality, value network paradigm, centralized governance, contractual work, and knowledge work. We further developed a conceptual process framework of the constituent processes of DPKW. With this framework, we elaborate on an established process model to distinguish the three macro­level processes of matching, contracting, and executing. We further examined micro­level processes suggested in extant research based on a process linking approach in order to understand how they synchronically instantiate each macro­level process. Emphasizing the significance of the micro­ and macro­level processes and the emergent stage of the literature on DPKW, we offer an agenda for future research and outline implications for practice.

知识工作数字平台(DPKW),如Upwork、Freelancer和Fiverr,将客户与数百万员工联系起来,提供一系列知识工作服务,包括应用程序开发、图形设计和数据分析。关于这一新兴现象的研究最近在出版物数量和研究多样性方面获得了关注。针对信息系统研究的贡献,我们进行了文献综述,以区分DPKW与相关类型数字平台的论文,综合我们对DPKW知识工作的了解,并指导未来的研究。基于全面的文献检索,我们得出了构成DPKW定义的五个边界条件:数字化、价值网络范式、集中治理、合同工作和知识工作。我们进一步开发了DPKW组成过程的概念性过程框架。通过这个框架,我们详细阐述了一个已建立的过程模型,以区分匹配、契约和执行这三个宏观层面的过程。我们进一步研究了基于过程链接方法的现有研究中提出的微观级过程,以了解它们如何同步实例化每个宏观级过程。强调微观和宏观层面过程的重要性以及DPKW文献的新兴阶段,我们为未来的研究提供了一个议程,并概述了对实践的影响。
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引用次数: 17
Opening organizational learning in crisis management: On the affordances of social media 危机管理中的开放式组织学习:社交媒体的启示
IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-12-01 DOI: 10.1016/j.jsis.2021.101692
Kathrin Eismann, Oliver Posegga, Kai Fischbach

Research on the role of social media in crisis management has led to a deeper understanding of their affordances. This research, however, is fragmented, with a primary focus on crisis response. We lack a clear conceptualization of the affordances that social media offer by learning from them to prepare strategically for crises. Based on a systematic review of 128 papers, we inductively build a framework of social media affordances for organizational learning in crisis management. We discuss their role and interplay in strategic crisis management, focusing on organizational crisis learning, and outline avenues for future research based on this foundation.

对社交媒体在危机管理中的作用的研究使人们对其能力有了更深入的了解。然而,这项研究是零散的,主要集中在危机应对方面。我们缺乏一个明确的概念,通过学习社交媒体提供的能力,为危机做战略准备。在对128篇论文进行系统回顾的基础上,我们归纳地构建了一个危机管理中组织学习的社交媒体支持框架。我们讨论了它们在战略危机管理中的作用和相互作用,重点是组织危机学习,并在此基础上概述了未来研究的途径。
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引用次数: 8
Welcome to this 4th issue of Volume 30 of The Journal of Strategic Information Systems 欢迎阅读《战略信息系统杂志》第30卷第4期
IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-12-01 DOI: 10.1016/j.jsis.2021.101697
Guy G. Gable (Co-Editor-in-Chief JSIS), Yolande E. Chan (Co-Editor-in-Chief JSIS)
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引用次数: 0
Digital innovation: Review and novel perspective 数字创新:回顾与新视角
IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-12-01 DOI: 10.1016/j.jsis.2021.101695
Axel Hund , Heinz-Theo Wagner , Daniel Beimborn , Tim Weitzel

While research has produced valuable insights about digital innovation, we lack a comprehensive understanding about its core nature, and research across disciplinary boundaries lacks integration. To address these issues, we review 227 articles on digital innovation across eight disciplines. Based on our findings, we (1) inductively develop a new definition and propose a new framing of current conceptualizations of digital innovation, (2) organize central concepts of the literature on digital phenomena and show how they intersect with our conceptualization, and (3) develop a framework to organize digital innovation research according to five key themes. We conclude by identifying two particularly promising areas of future research.

虽然研究对数字创新产生了有价值的见解,但我们对其核心性质缺乏全面的理解,跨学科边界的研究缺乏整合。为了解决这些问题,我们回顾了8个学科的227篇关于数字创新的文章。基于我们的研究结果,我们(1)归纳出一个新的定义,并对当前数字创新的概念提出了一个新的框架;(2)组织有关数字现象的文献的中心概念,并展示它们如何与我们的概念交叉;(3)根据五个关键主题建立一个框架来组织数字创新研究。最后,我们确定了未来研究的两个特别有前途的领域。
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引用次数: 63
The role of IT in organizational innovation – A systematic literature review 信息技术在组织创新中的作用——系统的文献综述
IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-12-01 DOI: 10.1016/j.jsis.2021.101696
Stanislav Mamonov, Richard Peterson

Information technology (IT) is broadly recognized as an important element in organizational innovation, however there has been relatively little integration of Information Systems (IS) research on the role of IT in organizational innovation. Such integration is particularly important in view of recent calls to examine the evolving ontological nature of IT, wherein IT artifacts are now shaping physical reality. We systematically examine innovation-related literature published in the leading IS journals in the period between 2009 and 2020 and we identify and summarize the core theoretical discourses in this domain. We find that extant literature largely examines the role of IT in innovation at a high level of abstraction, focusing on IT investments and IT capabilities, and consequently precluding granular insights on who, what, when, where, how, and why in relation to organizational innovation. To address this limitation and to provide a structuring lens for future research, we develop the organizational innovation system framework which posits that actors, IT artifacts, actions and organizational context are the key elements in organizational innovation systems that require more granular examination to yield deeper insights on how information technology contributes to organizational innovation. We re-examine the literature through the organizational innovation system lens and we identify gaps in extant research. We also outline potential directions for expanding the scope of future research.

信息技术(IT)被广泛认为是组织创新的重要因素,然而信息系统(is)对IT在组织创新中的作用的研究相对较少。鉴于最近要求检查IT不断发展的本体论性质,其中IT工件现在正在塑造物理现实,这样的集成是特别重要的。我们系统地研究了2009年至2020年期间发表在领先的信息系统期刊上的创新相关文献,并对该领域的核心理论话语进行了识别和总结。我们发现,现有的文献在很大程度上从抽象的高度考察了IT在创新中的作用,关注于IT投资和IT能力,因此排除了对谁、什么、何时、何地、如何以及为什么与组织创新相关的细粒度见解。为了解决这一限制,并为未来的研究提供一个结构化的视角,我们开发了组织创新系统框架,该框架假定参与者、IT工件、行动和组织环境是组织创新系统中的关键要素,这些要素需要更细致的检查,以更深入地了解信息技术如何促进组织创新。我们通过组织创新系统的视角重新审视文献,并找出现有研究中的空白。我们还概述了扩大未来研究范围的潜在方向。
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引用次数: 11
Information systems security research agenda: Exploring the gap between research and practice 信息系统安全研究议程:探索研究与实践之间的差距
IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-12-01 DOI: 10.1016/j.jsis.2021.101693
Gurpreet Dhillon , Kane Smith , Indika Dissanayaka

This paper undertakes a systematic review of the Information Systems Security literature. The literature review consists of three parts: First, we perform topic modeling of major Information Systems journals to understand the field's debates. Second, we conduct a Delphi Study composed of the Chief Information Security Officers of major corporations in the US to identify security issues that they view as important. Third, we compare Topic Modeling and the Delphi Study results and discuss key debates, gaps, and contradictions within the academic literature. Further, extant Information Systems Security literature is reviewed to discuss where the academic community has placed the research emphasis and what is now required in the discipline. Based on our analysis, we propose a future agenda for Information Systems security research.

本文对信息系统安全文献进行了系统的回顾。文献综述包括三个部分:首先,我们对主要信息系统期刊进行主题建模,以了解该领域的争论。其次,我们对美国主要公司的首席信息安全官进行了德尔福研究,以确定他们认为重要的安全问题。第三,我们比较了主题模型和德尔菲研究的结果,并讨论了学术文献中的关键争论、差距和矛盾。此外,对现有的信息系统安全文献进行了回顾,以讨论学术界将研究重点放在何处以及该学科现在需要什么。在此基础上,提出了信息系统安全研究的未来发展方向。
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引用次数: 19
The lifecycle of algorithmic decision-making systems: Organizational choices and ethical challenges 算法决策系统的生命周期:组织选择和伦理挑战
IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-09-01 DOI: 10.1016/j.jsis.2021.101683
Marco Marabelli , Sue Newell , Valerie Handunge

In this viewpoint article we discuss algorithmic decision-making systems (ADMS), which we view as organizational sociotechnical systems with their use in practice having consequences within and beyond organizational boundaries. We build a framework that revolves around the ADMS lifecycle and propose that each phase challenges organizations with “choices” related to technical and processual characteristics – ways to design, implement and use these systems in practice. We argue that it is important that organizations make these strategic choices with awareness and responsibly, as ADMS’ consequences affect a broad array of stakeholders (the workforce, suppliers, customers and society at-large) and involve ethical considerations. With this article we make two main contributions. First, we identify key choices associated with the design, implementation and use in practice of ADMS in organizations, that build on past literature and are tied to timely industry-related examples. Second, we provide IS scholars with a broad research agenda that will promote the generation of new knowledge and original theorizing within the domain of the strategic applications of ADMS in organizations.

在这篇观点文章中,我们讨论了算法决策系统(ADMS),我们将其视为组织的社会技术系统,它们在实践中的使用在组织边界内外都有影响。我们建立了一个围绕ADMS生命周期的框架,并提出每个阶段都向组织提出与技术和流程特征相关的“选择”——在实践中设计、实施和使用这些系统的方法。我们认为,重要的是,组织做出这些战略选择的意识和负责任的,因为ADMS的后果影响到广泛的利益相关者(劳动力,供应商,客户和整个社会),并涉及道德考虑。在本文中,我们做出了两个主要贡献。首先,我们确定了与组织中ADMS的设计、实施和实践使用相关的关键选择,这些选择建立在过去的文献基础上,并与及时的行业相关示例联系在一起。其次,我们为信息系统学者提供了一个广泛的研究议程,这将促进组织中ADMS战略应用领域的新知识和原创理论的产生。
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引用次数: 15
期刊
Journal of Strategic Information Systems
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