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Sociotechnical perspectives of digital technologies in sustainable mining 从社会技术角度看可持续采矿中的数字技术
IF 2.1 Q2 Business, Management and Accounting Pub Date : 2024-05-15 DOI: 10.3127/ajis.v28.4369
Warren Gabryk, Rennie Naidoo
This paper adopts an interpretive case study approach to understand the role of digital technologies in addressing seemingly contradictory sustainability goals in mining. The sociotechnical model of information systems was used as a framework to guide the analysis of twenty-five in-depth interviews with globally dispersed digital technology experts working collaboratively at an industry-leading hi-tech mining solutions company. The sociotechnical-led thematic analysis findings highlight the trade-offs experts face in balancing narrow technological imperatives and economic outcomes with broader sustainability goals. The analysis moves beyond the technological and economic to a harmonious perspective of social, human, environmental, and technological interactions. A visual thematic map is presented to aid practitioners in designing and optimally implementing digital technologies to simultaneously address the United Nations Sustainable Development Goals while prioritising business sustainability. We conclude by drawing from the proposed sociotechnical perspectives approach for digital sustainability to provide scholars with possible pathways for future responsible information systems research.
本文采用解释性案例研究的方法,来理解数字技术在解决采矿业看似矛盾的可持续发展目标方面的作用。本文以信息系统的社会技术模型为框架,对一家行业领先的高科技矿业解决方案公司的全球数字技术专家进行了 25 次深入访谈,并对访谈结果进行了分析。以社会技术为主导的专题分析结果强调了专家们在平衡狭隘的技术要求和经济成果与更广泛的可持续发展目标时所面临的权衡问题。该分析超越了技术和经济的范畴,从社会、人类、环境和技术互动的和谐角度进行分析。我们提出了一个可视化主题图,以帮助从业人员设计和优化实施数字技术,在优先考虑企业可持续性的同时,实现联合国可持续发展目标。最后,我们将借鉴拟议的社会技术视角方法来实现数字可持续性,为学者们提供未来负责任的信息系统研究的可能途径。
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引用次数: 0
“Use” as a Conscious Thought: Towards a Theory of “Use” in Autonomous Things "使用 "是一种有意识的思想:走向自主事物的 "使用 "理论
IF 2.1 Q2 Business, Management and Accounting Pub Date : 2024-05-15 DOI: 10.3127/ajis.v28.4611
Gohar F. Khan, A. K. Feroz
The way users perceive and use information systems artefacts has been mainly studied from the notion of behavioral beliefs, deliberate cognitive efforts, and physical actions performed by human actors to produce certain outcomes. The next generation of information systems, however, can sense, respond, and adapt to environments without necessitating similar cognitive efforts, physical contact, or explicit instructions to operate. Therefore, by leveraging theories of consciousness and technology use, this research aims to advance an alternative understanding of the "use" associated with the next generation of IS artefacts that do not require deliberate cognitive efforts, physical manipulation, or explicit instructions to yield outcomes. The theory and proposed model were refined and validated through the burst detection technique, IS expert involvement (n=10), a pilot study (n=130), and end-user surveys (n= 119). Structural equating modelling techniques were employed to test the theory. We show that unlike the manually operated IS artefacts, the “use” of a fully autonomous artefact is a conscious thought rather than a physical activity of operating a system to produce certain outcomes. We argue that, unlike the traditional notions of use associated with manually operated technologies, conscious use is not characterized solely by behavioral beliefs stemming from logical and reflective cognitive and physical efforts (e.g., effort expectancy). We propose the notion of conscious use within the context of fully autonomous entities and empirically validate its measure. Additionally, we offer recommendations for future research directions in this area. The conceptualization of this new theory for fully autonomous IS artefacts adds significant academic value to the literature given the convergence of AI-based machine learning systems and cognitive computing systems. 
用户感知和使用信息系统人工制品的方式主要是从人类行为者的行为信念、刻意的认知努力以及为产生特定结果而采取的物理行动等概念出发进行研究的。然而,下一代信息系统可以感知、响应和适应环境,而无需类似的认知努力、身体接触或明确的操作指令。因此,通过利用意识和技术使用理论,本研究旨在推进对与下一代信息系统人工制品相关的 "使用 "的另一种理解,这些人工制品不需要刻意的认知努力、物理操作或明确指令来产生结果。通过突发检测技术、信息系统专家参与(人数=10)、试点研究(人数=130)和最终用户调查(人数=119),完善并验证了所提出的理论和模型。我们采用了结构等效建模技术来检验该理论。我们表明,与手动操作的信息系统人工制品不同,完全自主人工制品的 "使用 "是一种有意识的思考,而不是操作系统以产生特定结果的物理活动。我们认为,与手动操作技术相关的传统使用概念不同,有意识的使用并不仅仅以逻辑和反思性认知和物理努力(如努力预期)所产生的行为信念为特征。我们在完全自主实体的背景下提出了有意识使用的概念,并对其测量方法进行了经验验证。此外,我们还对该领域未来的研究方向提出了建议。鉴于基于人工智能的机器学习系统和认知计算系统的融合,为完全自主的信息系统人工制品概念化这一新理论为相关文献增添了重要的学术价值。
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引用次数: 0
(Why) Do We Trust AI?: A Case of AI-based Health Chatbots (我们为什么要信任人工智能?基于人工智能的健康聊天机器人案例
IF 2.1 Q2 Business, Management and Accounting Pub Date : 2024-05-15 DOI: 10.3127/ajis.v28.4235
A. V. Prakash, Saini Das
Automated chatbots powered by artificial intelligence (AI) can act as a ubiquitous point of contact, improving access to healthcare and empowering users to make effective decisions. However, despite the potential benefits, emerging literature suggests that apprehensions linked to the distinctive features of AI technology and the specific context of use (healthcare) could undermine consumer trust and hinder widespread adoption. Although the role of trust is considered pivotal to the acceptance of healthcare technologies, a dearth of research exists that focuses on the contextual factors that drive trust in such AI-based Chatbots for Self-Diagnosis (AICSD). Accordingly, a contextual model based on the trust-in-technology framework was developed to understand the determinants of consumers’ trust in AICSD and its behavioral consequences. It was validated using a free simulation experiment study in India (N = 202). Perceived anthropomorphism, perceived information quality, perceived explainability, disposition to trust technology, and perceived service quality influence consumers’ trust in AICSD. In turn, trust, privacy risk, health risk, and gender determine the intention to use. The research contributes by developing and validating a context-specific model for explaining trust in AICSD that could aid developers and marketers in enhancing consumers’ trust in and adoption of AICSD.
由人工智能(AI)驱动的自动聊天机器人可以充当无处不在的联络点,改善医疗保健的获取途径,使用户能够做出有效的决定。然而,尽管有潜在的好处,但新出现的文献表明,与人工智能技术的显著特征和特定使用环境(医疗保健)相关的忧虑可能会破坏消费者的信任并阻碍广泛采用。尽管信任在医疗保健技术的接受过程中扮演着关键的角色,但目前还缺乏对基于人工智能的自我诊断聊天机器人(AICSD)产生信任的背景因素的研究。因此,我们在技术信任框架的基础上建立了一个情境模型,以了解消费者对 AICSD 信任的决定因素及其行为后果。在印度进行的一项自由模拟实验研究(N = 202)对该模型进行了验证。感知拟人化、感知信息质量、感知可解释性、信任技术的倾向和感知服务质量影响消费者对 AICSD 的信任。反过来,信任、隐私风险、健康风险和性别又决定了使用意向。该研究通过开发和验证一个解释 AICSD 信任度的特定情境模型,帮助开发人员和营销人员提高消费者对 AICSD 的信任度和采用率。
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引用次数: 0
Machine Learning Based Decision-Making: A Sensemaking Perspective 基于机器学习的决策:感知决策视角
IF 2.1 Q2 Business, Management and Accounting Pub Date : 2024-05-15 DOI: 10.3127/ajis.v28.4781
Jingqi Li, Morteza Namvar, Ghiyoung P. Im, Saeed Akhlaghpour
The integration of machine learning (ML), functioning as the core of various artificial intelligence (AI)-enabled systems in organizations, comes with the assertion that ML models offer automated decisions or assist domain experts in refining their decision-making. The current research presents substantial evidence of ML’s positive impact on business and organizational performance. Nonetheless, there is a limited understanding of how decision-makers participate in the process of generating ML-driven insights and enhancing their comprehension of business environments through ML outcomes. To enhance this engagement and understanding, this study examines the interactive process between decision-makers and ML experts as they strive to comprehend an environment and gather business insights for decision-making. It builds upon Weick’s sensemaking model by integrating ML’s pivotal role. By conducting interviews with 31 ML experts and ML end-users, we explore the dimensions of sensemaking in the context of ML utilization for decision-making. Consequently, this study proposes a process model which advances the organizational ML research by operationalizing Weick’s work into a structured ML-driven sensemaking model. This model charts a pragmatic pathway, outlining the interaction sequence between decision-makers and ML tools as they navigate through recognizing and utilizing ML, exploring opportunities, assessing ML model outcomes, and translating ML models into action, thereby advancing both the theoretical framework and its practical deployment in organizational contexts.
机器学习(ML)是组织中各种人工智能(AI)系统的核心功能,它的整合意味着 ML 模型可提供自动决策或协助领域专家完善决策。目前的研究提供了大量证据,证明了 ML 对业务和组织绩效的积极影响。然而,对于决策者如何参与生成 ML 驱动的洞察力的过程,以及如何通过 ML 成果增强对业务环境的理解,我们的了解还很有限。为了加强这种参与和理解,本研究探讨了决策者和 ML 专家之间的互动过程,因为他们努力理解环境并为决策收集商业见解。本研究以 Weick 的 "感知决策 "模型为基础,融入了 ML 的关键作用。通过对 31 位智能语言专家和智能语言最终用户进行访谈,我们探讨了在利用智能语言进行决策的背景下感知决策的各个层面。因此,本研究提出了一个流程模型,通过将魏克的研究成果转化为结构化的、以 ML 为驱动的感性决策模型,推进了组织 ML 研究。该模型描绘了一条务实的路径,勾勒出决策者与 ML 工具之间的互动顺序,即他们在认识和利用 ML、探索机遇、评估 ML 模型成果以及将 ML 模型转化为行动的过程中的导航,从而推进了理论框架及其在组织环境中的实际应用。
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引用次数: 0
Integrating Users’ Perceptions to Identify Features Indicating the Quality of Cancer-Related Podcasts Provided by Non-Profit Cancer Organisations 整合用户感知,识别非营利癌症机构提供的癌症相关播客的质量特征
IF 2.1 Q2 Business, Management and Accounting Pub Date : 2023-12-26 DOI: 10.3127/ajis.v27i0.4435
Basma M. Badreddine, Yvette Blount, Alireza Amrollahi
While cancer podcasts are valuable for support and information, there is a significant gap in understanding their quality features from users’ perspectives. Understanding quality features from users’ perspectives is important to ensure that cancer-affected people receive the support they need. This study addresses this gap by combining multiple theoretical perspectives: a. the IQ assessment framework, source credibility theory, two-factor theory of website design to assess the quality of podcasts, and b. reception theory to highlight listeners’ perception of quality. These perspectives, together, enrich the concept of information systems quality and provide a comprehensive understanding of podcasts’ quality. Through semi-structured interviews with 17 cancer-affected individuals, the research found that credibility, content, and design were essential quality features, with the visual appearance serving as a motivational factor. The integration of Reception Theory highlights users’ active role in shaping quality perceptions, offering new insights into the effective design of cancer-related podcasts. This novel approach bridges a critical research gap, illuminating the complex interplay of technical and human factors in assessing podcast quality from the perspective of users.
虽然癌症播客在提供支持和信息方面很有价值,但从用户的角度来了解其质量特点还存在很大差距。从用户角度了解播客的质量特征对于确保癌症患者获得所需的支持非常重要。本研究通过结合多种理论视角来弥补这一不足:a. 智商评估框架、来源可信度理论、网站设计双因素理论来评估播客的质量;b. 接收理论来强调听众对质量的感知。这些观点共同丰富了信息系统质量的概念,为全面了解播客的质量提供了依据。通过对 17 名癌症患者进行半结构式访谈,研究发现可信度、内容和设计是质量的基本特征,而视觉外观则是激励因素。接受理论的整合强调了用户在形成质量感知方面的积极作用,为有效设计癌症相关播客提供了新的见解。这种新颖的方法弥补了一项关键的研究空白,从用户的角度阐明了在评估播客质量时技术因素和人为因素之间复杂的相互作用。
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引用次数: 0
Effective Communication in Globally Distributed Scrum: A Model and Practical Guidance 全球分布式 Scrum 中的有效沟通:模型和实用指南
IF 2.1 Q2 Business, Management and Accounting Pub Date : 2023-12-26 DOI: 10.3127/ajis.v27i0.4501
D. Kostin, Diane Strode
A trend in information systems development is for globally distributed teams to use agile methods and frameworks such as Scrum. In globally distributed (GD) software development, a known challenge is effective team communication. Researchers, however, cannot evaluate effective communication in GD teams using Scrum unless they know what effective communication means in that context. This qualitative study contributes a theoretical model of effective communication in GD Scrum teams and practical guidance for practitioners. Ten industry professionals working in GD Scrum teams were interviewed to capture their understanding of effective communication. Qualitative content analysis was used to analyse the interviews and form a basis for the model and the practical guidance. This novel model consists of communication transparency, communication quality, and communication discipline, which together lead to the alignment of team understanding (i.e., a team-level shared mental model). This theoretical model lays the ground for future research into the effect of Scrum practices on communication in GD contexts, and the effect of communication on team and project success. For practitioners, this study contributes 11 practical actions that professionals recommend for improving and sustaining effective communication.
信息系统开发的一个趋势是全球分布式团队使用 Scrum 等敏捷方法和框架。在全球分布式(GD)软件开发中,一个已知的挑战是有效的团队沟通。然而,除非研究人员知道在这种情况下有效沟通的含义,否则就无法评估使用 Scrum 的 GD 团队中的有效沟通。本定性研究为广东 Scrum 团队中的有效沟通提供了一个理论模型,并为实践者提供了实际指导。研究人员采访了十位在广东 Scrum 团队工作的业内专业人士,以了解他们对有效沟通的理解。研究采用定性内容分析法对访谈内容进行分析,为模型和实践指导奠定了基础。这个新颖的模型由沟通透明度、沟通质量和沟通纪律组成,它们共同促成了团队理解的一致性(即团队层面的共享心智模型)。这一理论模型为今后研究 Scrum 实践对广东背景下沟通的影响,以及沟通对团队和项目成功的影响奠定了基础。对于实践者来说,本研究提供了 11 项实际行动,专业人士建议采取这些行动来改善和维持有效的沟通。
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引用次数: 0
Approaches and Models for Teaching Digital Ethics in Information Systems Courses – A Review of the Literature 在信息系统课程中教授数字伦理的方法和模式--文献综述
IF 2.1 Q2 Business, Management and Accounting Pub Date : 2023-12-26 DOI: 10.3127/ajis.v27i0.4517
M. Paltiel, Marc Cheong, Simon Coghlan, Reeva M. Lederman
The value and importance of teaching Digital Ethics within Information Systems and ICT courses is widely recognized and stand-alone or integrated digital ethics units are broadly implemented across degree courses. However, how such courses should be taught and what content they should include is a little explored topic. Using a narrative literature review methodology, this paper reviews the pedagogical theories underpinning digital ethics courses discussed in the literature and outlines approaches that deploy standalone ethics units, integrated ethics teaching, and hybrid teaching approaches and the use of interdisciplinary models. The paper identifies the employment of, and emphasis given to various moral theories in digital ethics education. The paper then discusses how our findings relating to different pedagogical approaches, degree of integration of ethics teaching, the use of interdisciplinary models and use of moral theories—are related to each other. The discussion explores trends in approaches and models for teaching digital ethics highlighted in the review, and makes recommendations for further exploration and inquiry. It concludes that the effective teaching of digital ethics will likely involve a considered combination of approaches, models and techniques, which may also be tailored to the needs of different roles and industries.
在信息系统和信息与传播技术课程中教授数字伦理的价值和重要性已得到广泛认可, 独立或综合的数字伦理单元已在学位课程中得到广泛实施。然而,此类课程应如何讲授以及应包括哪些内容,却是一个鲜有探讨的话题。本文采用叙事性文献综述的方法,回顾了文献中讨论的数字伦理学课程的教学理论基础,概述了部署独立伦理学单元、综合伦理学教学、混合教学方法和使用跨学科模式的方法。本文指出了数字伦理学教育中各种道德理论的运用和侧重点。然后,本文讨论了我们在不同教学方法、伦理学教学的整合程度、跨学科模式的使用和道德理论的使用等方面的研究结果是如何相互关联的。讨论探讨了审查中强调的数字伦理学教学方法和模式的趋势,并提出了进一步探索和研究的建议。讨论得出的结论是,有效的数字伦理学教学很可能涉及各种方法、模式和技术的综合考 虑,这些方法、模式和技术也可能适合不同角色和行业的需要。
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引用次数: 0
The Role of Actors in Blockchain Adoption Decisions – An Innovation Translation Perspective 行动者在区块链采用决策中的作用--创新转化视角
IF 2.1 Q2 Business, Management and Accounting Pub Date : 2023-12-26 DOI: 10.3127/ajis.v27i0.4489
Shipra Chhina, Mehmood A. Chadhar, Sally Firmin, Arthur Tatnall
An overview of challenges around blockchain adoption has revealed that there is little understanding of the process of blockchain adoption decisions, including who needs to be involved and consulted at various stages. When systems are designed to intentionally protect privacy or to obscure actors, such as blockchain platforms, it can be challenging to identify them and to understand their roles. To do this we used an Innovation Translation approach from Actor-Network Theory (Latour, 2007) which looks at the roles of both human and non-human actors. To understand the interactions among the actors involved, multiple rounds of interviews were conducted with Blockchain experts, utilising the qualitative Delphi method. The findings of this study propose a framework that provides insight into the decision-process by exploring the actors involved and their roles as they implement strategies to adopt blockchain and to convince other actors. The outcomes will assist blockchain practitioners and researchers to have an understanding of pre-adoption decisions and stakeholder involvement. Organisations considering implementing blockchain will benefit from this research as they will know where to start, who to engage, and which stakeholders are needed during the decision-making process.
对区块链应用挑战的概述表明,人们对区块链应用决策过程知之甚少,包括在各个阶段谁需要参与和咨询。当系统被设计为有意保护隐私或模糊参与者(如区块链平台)时,要识别他们并了解他们的角色就很有挑战性。为此,我们采用了行动者网络理论(Actor-Network Theory,Latour,2007 年)中的 "创新转化 "方法,该方法关注人类和非人类行动者的角色。为了了解相关参与者之间的互动,我们采用德尔菲定性方法对区块链专家进行了多轮访谈。本研究的结果提出了一个框架,通过探索相关参与者及其在实施采用区块链战略和说服其他参与者时的角色,深入了解决策过程。研究成果将有助于区块链从业人员和研究人员了解采用前的决策和利益相关者的参与情况。考虑实施区块链的组织将从本研究中受益,因为他们将知道从哪里开始、让谁参与以及在决策过程中需要哪些利益相关者。
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引用次数: 0
The Role of Enterprise Social Media during the COVID-19 Pandemic: Insights from Leaders' Experience 2019冠状病毒病大流行期间企业社交媒体的作用:来自领导者经验的见解
Q2 Business, Management and Accounting Pub Date : 2023-10-18 DOI: 10.3127/ajis.v27i0.4331
Ly Fie Sugianto, Chuying Cheng, Carly Moulang, Brett Considine
The COVID-19 pandemic impacted workplaces, with public health orders requiring people to shift their workplaces into their homes. Consequently, many organisations pivoted to online operation and utilised technology such as Enterprise Social Media (ESM) to help manage this transition. In this study we explore leaders' diverse use of ESM during the pandemic, including whether it was used for performance management and how it shaped leaders’ social behaviour. We conducted fifteen semi-structured interviews with leaders in a large Australian University using the ESM technology. Our results explore the nuances of ESM use during this time including how it was used as a social tool, a communication tool, and as an informal means to collect performance data. Interviews also revealed concerns with ESM use such as privacy and information redundancy. Our work advances the Task-Technology Fit (TTF) literature by conceptualising cognitive and affective mechanisms to understand how utilisation moderates TTF outcomes. These mechanisms are contingent on how leaders use ESM and the level of their interactions and engagements. We identify practical implications of ESM use at a time of crisis including leader training, clear guidelines for internal communication, efficient information sharing practices, and informed consent for ESM-related data collection practices.
COVID-19大流行影响了工作场所,公共卫生命令要求人们将工作场所转移到家中。因此,许多组织转向在线运营,并利用企业社交媒体(ESM)等技术来帮助管理这一转变。在这项研究中,我们探讨了领导人在疫情期间对ESM的不同使用,包括它是否被用于绩效管理,以及它如何塑造领导人的社会行为。我们使用ESM技术对澳大利亚一所大型大学的领导进行了15次半结构化访谈。我们的研究结果探讨了在此期间ESM使用的细微差别,包括如何将其用作社交工具、沟通工具以及作为收集绩效数据的非正式手段。访谈还揭示了对ESM使用的担忧,如隐私和信息冗余。我们的工作通过概念化认知和情感机制来理解使用如何调节TTF结果,从而推进了任务-技术契合(TTF)文献。这些机制取决于领导者如何使用ESM,以及他们的互动和参与程度。我们确定了在危机时期使用ESM的实际意义,包括领导人培训、明确的内部沟通指导方针、有效的信息共享实践以及对ESM相关数据收集实践的知情同意。
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引用次数: 0
Issues regarding IT Consumerization: How Mixed IT Portfolios of Private and Business IT Components Cause Unreliability 关于IT消费化的问题:私有和商业IT组件的混合IT组合如何导致不可靠性
Q2 Business, Management and Accounting Pub Date : 2023-10-18 DOI: 10.3127/ajis.v27i0.4121
Julia Lanzl, Manfred Schoch, Henner Gimpel
With increasing mobile work due to the COVID-19 pandemic, the usage and relevance of consumer IT for business purposes have substantially increased. In this light, an understudied area of IT consumerization, the adverse outcomes for employees using consumer IT for business purposes, is of major importance. We conduct a mixed-methods study to investigate the adverse outcomes of IT consumerization. We build on prior studies and end-user interviews to draw connections between IT consumerization and unreliability as one known technostressor. A quantitative survey of 162 full-time employees shows that IT consumerization is associated with increased unreliability. The users’ general computer self-efficacy, instead, decreases unreliability, and unreliability leads to various job-related and health-related outcomes. We show that unreliability is driven by users’ experience while trying to integrate private and business IT components for business purposes. We follow up on this observation through a qualitative analysis of open-ended survey questions to detail users’ experiences. Our findings emphasize the need to examine the negative outcomes of IT consumerization, despite its well-studied positive effects. We suggest that organizations should strive to integrate business and private IT as much as IT security constraints allow for reduced technostress.
随着COVID-19大流行导致移动工作增加,用于商业目的的消费者IT的使用量和相关性大幅增加。从这个角度来看,IT消费化的一个未被充分研究的领域,即为商业目的使用消费者IT的员工的不利结果,是非常重要的。我们进行了一项混合方法研究,以调查信息技术消费化的不良后果。我们在先前的研究和最终用户访谈的基础上,将IT消费化和不可靠性作为一个已知的技术压力源之间的联系联系起来。一项针对162名全职员工的定量调查显示,IT消费化与不可靠性的增加有关。相反,用户的一般计算机自我效能降低了不可靠性,而不可靠性导致各种与工作相关和健康相关的结果。我们表明,不可靠性是由用户在尝试为业务目的集成私有和业务IT组件时的体验所驱动的。我们通过对开放式调查问题的定性分析来跟进这一观察结果,以详细了解用户的体验。我们的研究结果强调有必要检查IT消费化的负面结果,尽管它的积极影响已经得到了充分的研究。我们建议组织应该努力集成业务和私有IT,因为IT安全约束允许减少技术压力。
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引用次数: 0
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Australasian Journal of Information Systems
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