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Metaverse adoption as a cornerstone for sustainable healthcare firms in the industry 5.0 epoch 在工业 5.0 时代,采用元数据是医疗保健公司可持续发展的基石
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-07-09 DOI: 10.1108/jeim-10-2023-0559
Nazia Shehzad, Bharti Ramtiyal, Fauzia Jabeen, Sachin K. Mangla, Lokesh Vijayvargy

Purpose

This research looks into the revolutionary potential of Industry 5.0, healthcare, sustainability and the metaverse, with a focus on the transformation of healthcare firms through cutting-edge technologies such as artificial intelligence (AI) and Internet of Things (IoT). The study emphasizes the significance of sustainability, human-machine collaboration and Industry 5.0 in the development of a technologically advanced, inclusive and immersive healthcare system.

Design/methodology/approach

The study surveyed 354 medical professionals and used structural equation modeling (SEM) to investigate healthcare sustainability, Industry 5.0 and the metaverse, emphasizing the integration of modern technology while maintaining ethical issues.

Findings

The findings highlight Industry 5.0’s and the metaverse’s transformational potential in healthcare firms. The study finds that human centricity (HC) has only a minor direct impact on healthcare sustainability, whereas intelligent automation (IA) and innovation (INN) play important roles that are regulated by external factors.

Practical implications

Utilizing IA inside healthcare organizations can result in significant industrial advancements. However, these organizations must recognize the importance of moderating factors and attempt to find a balance between INN and thesev restraints.

Originality/value

This study makes a substantial contribution to the field by investigating the potential of Industry 5.0, healthcare, sustainability and the metaverse. It discusses how these advances can transform healthcare firms, with an emphasis on patient-centered treatment, environmental sustainability and data ethics. The study emphasizes the importance of having a thorough awareness of these trends and their implications for healthcare practices.

目的本研究探讨了工业 5.0、医疗保健、可持续性和元宇宙的革命性潜力,重点是通过人工智能(AI)和物联网(IoT)等尖端技术实现医疗保健公司的转型。该研究强调了可持续发展、人机协作和工业 5.0 在发展技术先进、包容和身临其境的医疗保健系统中的重要意义。该研究调查了 354 名医疗专业人员,并使用结构方程建模(SEM)研究了医疗保健的可持续发展、工业 5.0 和元宇宙,强调了现代技术的整合,同时保留了伦理问题。研究结果研究结果强调了工业 5.0 和元宇宙在医疗保健公司中的转型潜力。研究发现,以人为中心(HC)对医疗保健的可持续发展仅有微小的直接影响,而智能自动化(IA)和创新(INN)则在外部因素的调节下发挥着重要作用。然而,这些组织必须认识到调节因素的重要性,并试图在 INN 和这些限制之间找到平衡。原创性/价值本研究通过调查工业 5.0、医疗保健、可持续性和元宇宙的潜力,为该领域做出了重大贡献。它讨论了这些进步如何改变医疗保健公司,重点关注以患者为中心的治疗、环境可持续性和数据伦理。研究强调了全面了解这些趋势及其对医疗实践的影响的重要性。
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引用次数: 0
A systematic review of paradoxes linked with digital transformation of business 对与企业数字化转型相关的悖论进行系统审查
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-07-04 DOI: 10.1108/jeim-07-2023-0397
Nidhi Singh, Sushma Vishnani, Vinay Khandelwal, Saumyaranjan Sahoo, Satish Kumar

Purpose

This review study aims to explore the prevalent paradoxes in digital transformation (DTN) of business and provide insights on how businesses can effectively navigate them.

Design/methodology/approach

The study conducts a systematic literature review, utilizing findings from a bibliometric analysis. A sample of 229 articles published in top-tier journals, retrieved from the Scopus database, is reviewed to identify nine clusters representing different sectors and paradoxes in DTN.

Findings

The review identifies and summarizes studies addressing the paradoxes that arise during DTN in various sectors. Scholars have analyzed the growing need for digital innovations and the benefits they bring, but this study aggregates high-quality research to address the gap in understanding prevalent paradoxes.

Originality/value

This study provides valuable insights into the paradoxes of DTN and offers guidance to businesses on effectively managing these challenges. It contributes to the existing literature by consolidating and presenting key research findings in this domain.

目的本综述研究旨在探讨企业数字化转型(DTN)中普遍存在的悖论,并就企业如何有效驾驭这些悖论提出见解。从 Scopus 数据库中检索了 229 篇发表在顶级期刊上的文章,并对这些文章进行了抽样审查,以确定代表不同行业和 DTN 悖论的九个群组。学者们分析了对数字创新日益增长的需求及其带来的益处,但本研究汇总了高质量的研究,以弥补在理解普遍存在的悖论方面的差距。原创性/价值本研究提供了有关 DTN 悖论的宝贵见解,并为企业有效管理这些挑战提供了指导。它整合并展示了这一领域的主要研究成果,为现有文献做出了贡献。
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引用次数: 0
Exploring the motivations behind artificial intelligence adoption for building resilient supply chains: a systematic literature review and future research agenda 探索采用人工智能建立弹性供应链背后的动机:系统文献综述和未来研究议程
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-06-19 DOI: 10.1108/jeim-11-2023-0606
Laxmi Pandit Vishwakarma, Rajesh Kr Singh, Ruchi Mishra, Mani Venkatesh

Purpose

The study aims to synthesize existing knowledge and proposes a research framework for building a resilient supply chain (SC) through artificial intelligence (AI) technology. It also identifies existing literature gaps and paves the way for a future research agenda.

Design/methodology/approach

A systematic literature review has been carried out to identify the peer-reviewed articles from Scopus and Web of Science databases. Then, the selected articles published between 2012 and 2023 are analyzed using descriptive and thematic analysis methods to unearth research gaps and offer new research directions.

Findings

Descriptive and thematic analysis reveals the overall development of literature on the role of AI for supply chain resilience (SCR). Based on the findings of the thematic analysis, the motivation, application, capability and outcome (MACO) framework has been developed and propositions have been proposed. Several future research directions have also been suggested in terms of theory, context and methodology (TCM).

Practical implications

The study provides a fresh perspective on the integration of AI technology within the realm of SCR. The developed MACO framework serves as a practical tool for supply chain management (SCM) professionals, offering a nuanced understanding of AI's applications across various functional areas to streamline operations, minimize waste and optimize resource utilization, thereby helping them in strategic planning.

Originality/value

This study contributes to the literature on the role of AI for building SCR by uncovering gaps, offering research directions and developing propositions for future research directions.

目的本研究旨在综合现有知识,并提出通过人工智能(AI)技术构建弹性供应链(SC)的研究框架。设计/方法/途径进行了系统的文献综述,以确定 Scopus 和 Web of Science 数据库中的同行评审文章。然后,采用描述性分析和专题分析方法对 2012 年至 2023 年间发表的所选文章进行分析,以发现研究空白并提供新的研究方向。研究结果描述性分析和专题分析揭示了人工智能在供应链复原力(SCR)方面作用的文献总体发展情况。根据专题分析的结果,制定了动机、应用、能力和结果(MACO)框架,并提出了一些命题。该研究为将人工智能技术融入 SCR 领域提供了一个全新的视角。开发的 MACO 框架可作为供应链管理(SCM)专业人员的实用工具,让他们对人工智能在各个职能领域的应用有细致入微的了解,以简化操作、减少浪费和优化资源利用,从而帮助他们制定战略规划。
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引用次数: 0
Identification of critical success factors (CSFs) for successful project management in manufacturing sector 确定制造业项目管理成功的关键成功因素 (CSF)
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-06-18 DOI: 10.1108/jeim-06-2023-0325
Muhammad Nadeem Zia, Aqueel Shah, Shaheryar Atta Khan, Antash Najib

Purpose

This research has been carried out to study the impact of critical success factors (CSFs) on successful project management of projects in the manufacturing sector. These success factors will pave the way for the successful completion of projects for the manufacturing sector. CSFs play a vital role in the timely conclusion of projects in any organization. For the projects to be successful certain essential factors must be taken into account. These essential factors are identified through this research.

Design/methodology/approach

During this study an adaptive survey of the literature was conducted, after a detailed literature review certain success factors were identified for project management in the manufacturing sector. The number of success factors was reduced to 40 factors based on the level of incidence in the literature. The length of the questionnaire was also given due importance to make the survey more interesting and effective. After that Fuzzy Delphi Method (FDM) was employed to screen the most essential factors. In the end, the Fuzzy Analytical Hierarchical Process (FAHP) was used to rank these factors in order of importance.

Findings

Project Manager Leadership Skills, Economic Environment, Top Management Support, Project Planning, Clear and realistic Goals, and Financial Support have come out to be the most important CSFs for successful project management in the manufacturing sector.

Originality/value

This is novel research to identify CSFs for project management in the manufacturing sector. Previously, most of the studies remained focused on construction and software projects.

本研究旨在研究关键成功因素(CSFs)对制造业项目管理成功的影响。这些成功因素将为制造业成功完成项目铺平道路。CSF 对任何组织及时完成项目都起着至关重要的作用。要使项目取得成功,必须考虑到某些基本因素。本研究对文献进行了适应性调查,在详细查阅文献后,确定了制造业项目管理的某些成功因素。根据文献中出现的程度,成功因素的数量减少到 40 个。问卷的长度也得到了充分重视,以使调查更有趣、更有效。之后,采用了模糊德尔菲法(FDM)来筛选最基本的因素。研究结果项目经理领导技能、经济环境、高层管理支持、项目规划、明确而现实的目标以及财务支持成为制造业项目管理成功的最重要 CSF。此前,大多数研究仍侧重于建筑和软件项目。
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引用次数: 0
Dynamic capabilities for nimbleness and resilience in a continuous digital transformation: action design research in an Australian financial services organisation 在持续数字化转型中提高灵活性和应变能力的动态能力:澳大利亚一家金融服务机构的行动设计研究
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-06-11 DOI: 10.1108/jeim-10-2023-0567
Benjamin Faro, Babak Abedin, Dilek Cetindamar, Farhad Daneshgar

Purpose

The research aims to understand the co-existence of nimbleness and resilience in a continuous digital transformation, along with the dynamic capabilities needed to balance the challenges of their co-existence.

Design/methodology/approach

The current study draws on dialogical action design research (D-ADR) to investigate interactions among practitioners and executives. Data are collected from a major Australian financial services organisation (FSO) and many international experts.

Findings

The study presents a framework, the continuous transformation model (CTM), to describe digital transformation within an FSO context, emphasising nimbleness and resilience as its foundational pillars. This framework facilitates the identification of the critical role of organisational capabilities in managing continuous digital transformation, supported by dynamic IT capabilities. More importantly, the findings underscore how these capabilities enable managers to effectively balance the coexistence of nimbleness and resilience.

Research limitations/implications

The CTM contributes to the enterprise information systems literature by offering a coherent understanding of balancing resilience and nimbleness to succeed in digital transformation. In particular, the research model elucidates the relationship between dynamic capabilities and continuous digital transformations.

Practical implications

Digital transformations are not a one-off exercise. Managers in the FSO context must cultivate their organisational capabilities to achieve nimbleness and resilience during their digital transformation journey.

Originality/value

The relationship between dynamic capabilities and continuous digital transformation sheds light on establishing successful management processes within FSOs.

目的本研究旨在了解持续数字化转型中敏捷性和弹性的共存,以及平衡二者共存挑战所需的动态能力。研究结果本研究提出了一个框架,即持续转型模型(CTM),用于描述金融服务组织背景下的数字化转型,强调灵活性和弹性是其基础支柱。在动态信息技术能力的支持下,该框架有助于确定组织能力在管理持续数字化转型中的关键作用。更重要的是,研究结果强调了这些能力如何使管理者有效地平衡灵活性和应变能力的共存。特别是,该研究模型阐明了动态能力与持续数字化转型之间的关系。FSO背景下的管理人员必须培养自己的组织能力,以便在数字化转型过程中实现灵活应变。
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引用次数: 0
IS innovativeness and supply chain resilience: the role of analytics capability and supply chain integration 信息系统创新能力和供应链复原力:分析能力和供应链整合的作用
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-05-28 DOI: 10.1108/jeim-07-2023-0385
Qing Ray Cao, Isaac Elking, Vicky Ching Gu, James J. Hoffman

Purpose

The purpose of this study is to examine the extent to which a firm is able to leverage its information system (IS) innovativeness to improve supply chain resilience through developing and employing its analytics capability. It further considers how this mediating effect of analytics capability can be enhanced by internal and external integration.

Design/methodology/approach

Building on the logic of organizational information processing theory, a mediated moderation model is developed and tested using structural equation modeling and partial least squares regression based on survey responses from 247 working professionals.

Findings

The results indicate that IS innovativeness improves a firm’s supply chain resilience through enhanced analytics capability, with higher levels of internal and external integration further strengthening the effects of this mediating relationship.

Originality/value

This study is among the first to empirically test the effects of IS innovativeness and analytics capability on supply chain resilience and to examine the impacts of internal and external integration as key factors affecting the strength of these relationships. The findings complement existing literature through providing new insights into the linkage between IS strategy and supply chain resilience and highlighting the importance of relationships throughout the supply chain to enhance the efficacy of a firm’s analytics capability within this domain.

目的本研究旨在探讨企业在多大程度上能够利用其信息系统(IS)创新能力,通过开发和利用其分析能力来提高供应链应变能力。设计/方法/途径基于组织信息处理理论的逻辑,建立了一个中介调节模型,并使用结构方程建模和偏最小二乘法回归对 247 名在职专业人员的调查反馈进行了检验。结果研究结果表明,信息系统创新能力通过增强分析能力提高了企业的供应链应变能力,而更高水平的内部和外部整合则进一步加强了这一中介关系的效果。研究结果对现有文献进行了补充,就信息系统战略与供应链复原力之间的联系提供了新的见解,并强调了整个供应链中的关系对于提高企业在这一领域的分析能力的重要性。
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引用次数: 0
Digitalizing in crisis: the role of organizational resilience in SMEs’ digitalization 危机中的数字化:组织复原力在中小企业数字化中的作用
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-05-28 DOI: 10.1108/jeim-03-2023-0141
Dóra Őri, Ildikó Szabó, Andrea Kő, Tibor Kovács

Purpose

Several studies have shown that economic shock and crisis trigger companies to move forward innovatively. This paper aims to compliment this research topic by investigating how SMEs activate their organization resilience to adapt to changes generated by a crisis, with specific focus on how digitalization is used as an opportunity on this road. COVID-19 pandemic provided the context to investigate this situation.

Design/methodology/approach

The research approach combines literature review, quantitative data survey and data analysis and modeling using PLS-SEM. The quantitative data survey provided the database for building the structural equation model, exploring the structural relationships between the constructs and testing the hypotheses. Expert discussions contributed to the validation and interpretation of the results.

Findings

The model reveals that while organizational resilience has no direct effect on digitalization, combined with available resources, it realizes its indirect impact. Resilient companies require less external financial support to achieve their digitalization goals. The results also confirm that an uncertain environment encourages SMEs to go digital.

Originality/value

Several research studies highlighted the importance of SMEs in recovery from crises. Knowing more about how they can be supported and what capabilities they should develop is essential. This research explores the relationship between organizational resilience, resource availability and digitalization for SMEs in crises like the COVID-19 pandemic, revealing the self-reinforcing effect of organizational resilience and the level of digitalization that was not previously studied.

目的 有多项研究表明,经济冲击和危机会促使企业以创新的方式向前发展。本文旨在对这一研究课题进行补充,调查中小企业如何激活其组织复原力,以适应危机带来的变化,并特别关注数字化如何被用作这条道路上的机遇。COVID-19大流行病为调查这种情况提供了背景。研究方法结合了文献综述、定量数据调查以及使用PLS-SEM进行的数据分析和建模。定量数据调查为建立结构方程模型、探索构念之间的结构关系和检验假设提供了数据库。专家讨论为验证和解释结果做出了贡献。研究结果该模型显示,虽然组织复原力对数字化没有直接影响,但结合可用资源,它可以实现其间接影响。具有复原力的公司需要较少的外部资金支持来实现其数字化目标。研究结果还证实,不确定的环境会鼓励中小企业走向数字化。进一步了解如何为中小企业提供支持以及中小企业应发展哪些能力至关重要。本研究探讨了中小型企业在 COVID-19 大流行等危机中的组织复原力、资源可用性和数字化之间的关系,揭示了组织复原力和数字化水平的自我强化效应,这是以前未曾研究过的。
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引用次数: 0
An integrative model of enterprise architecture value: a grounded theory study to position its artifacts 企业架构价值的综合模型:定位其人工制品的基础理论研究
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-04-19 DOI: 10.1108/jeim-03-2023-0128
Frank Grave, Rogier van de Wetering, Rob Kusters

Purpose

Despite the relevance of how enterprise architecture (EA) contributes to organizational performance in contemporary digital technology-driven strategic renewal, little is known about the position of EA artifacts. Therefore, this study aims to build an integrative model of EA artifact-enabled EA value supplemented with a research agenda to enhance our understanding further.

Design/methodology/approach

This study leveraged grounded theory techniques and a systematic review approach to develop the integrative model and research agenda.

Findings

We inductively build a model of the position of EA artifacts in EA value creation. Additionally, we elaborate a research agenda that proposes (1) an investigation of the role of an EA practice in successful strategic change, (2) an examination of how to manage EA practice value generation and (3) longitudinal research to gain insight into the evolution of value creation by EA practices.

Originality/value

This study presents a model of EA artifact-enabled EA value, thereby contributing to our understanding of the mechanisms, inhibitors and success factors associated with EA value. Following our model, the proposed research agenda contains future research areas to help us better understand the mechanisms and interrelatedness of EA practices in highly dynamic environments.

目的尽管在当代数字技术驱动的战略更新中,企业架构(EA)与组织绩效息息相关,但人们对 EA 工件的地位却知之甚少。因此,本研究旨在建立一个由 EA 工件驱动的 EA 价值综合模型,并辅以研究议程,以进一步加深我们的理解。研究结果我们归纳建立了一个 EA 工件在 EA 价值创造中的地位模型。此外,我们还拟定了一项研究议程,建议(1)调查 EA 实践在成功战略变革中的作用;(2)研究如何管理 EA 实践价值的产生;(3)开展纵向研究,深入了解 EA 实践价值创造的演变过程。原创性/价值本研究提出了一个 EA 工件驱动 EA 价值的模型,从而有助于我们了解与 EA 价值相关的机制、抑制因素和成功因素。根据我们的模型,建议的研究议程包含了未来的研究领域,以帮助我们更好地理解高度动态环境中 EA 实践的机制和相互关联性。
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引用次数: 0
The impact of entrepreneurial leadership on the project success: the mediating role of knowledge-oriented dynamic capabilities 创业领导力对项目成功的影响:以知识为导向的动态能力的中介作用
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-04-15 DOI: 10.1108/jeim-07-2023-0383
Rabail Tariq, Yifan Wang, Khawaja Fawad Latif

Purpose

Through the lens of resource-based view (RBV), knowledge-based view (KBV) and DCV, this paper aims to investigate the relationship of entrepreneurial leadership (EL) on the project success (PS) and further examines the mediating effect of knowledge infrastructure capability (KIC), knowledge-based dynamic capability (KBDC) and Big data analytic capability (BDAC).

Design/methodology/approach

The data were collected from 467 employees working on project in software companies. The data were evaluated using SMART-PLS, a structural equation modeling (SEM) tool.

Findings

The study revealed a significant impact of EL on the PS, the study also found the significant mediation role of KIC, KBDC and BDAC on the EL and PS relationship.

Originality/value

The research gives valuable insight into the effective role of EL as a contemporary leadership style in project-based firms. Also, this research is one of the first to examine knowledge-oriented dynamic capabilities (DC) as a knowledge fulcrum in project execution. These DC have been empirically proven to facilitate EL in achieving PS and support the firm in competing in an uncertain environment.

目的本文旨在通过基于资源的观点(RBV)、基于知识的观点(KBV)和 DCV 的视角,研究创业型领导力(EL)与项目成功(PS)的关系,并进一步探讨知识基础设施能力(KIC)、基于知识的动态能力(KBDC)和大数据分析能力(BDAC)的中介作用。研究结果研究发现,EL 对 PS 有显著影响,研究还发现 KIC、KBDC 和 BDAC 对 EL 和 PS 的关系有显著的中介作用。同时,本研究也是首次研究以知识为导向的动态能力(DC)在项目执行中作为知识支点的研究之一。实证证明,这些动态能力有助于 EL 实现 PS,并支持企业在不确定的环境中竞争。
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引用次数: 0
The impact of big data analytics on innovation capability and sustainability performance of hotels: evidence from an emerging economy 大数据分析对酒店创新能力和可持续发展绩效的影响:来自新兴经济体的证据
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-04-11 DOI: 10.1108/jeim-07-2023-0354
Norzalita Abd Aziz, Abdullah Al Mamun, Mohammad Nurul Hassan Reza, Farzana Naznen

Purpose

This study aimed to examine the role of big data analytics capabilities (BDAC) in fostering organizational innovation capabilities and, consequently, in achieving economic, social and environmental sustainability.

Design/methodology/approach

Through the lens of dynamic capability theory, this study surveyed 115 hotels using purposive sampling to gain in-depth insights regarding the factors affecting organizational sustainability in the hospitality industry. The data analysis was conducted using partial least squares-structural equation modeling (PLS-SEM).

Findings

The findings reported a substantial impact of seven core dimensions (i.e. technology, data, basic resources, technological skills, managerial skills, organizational learning and data-driven culture) in building BDAC among hotels. Moreover, BDAC was also revealed to significantly influence innovation capabilities, positively impacting all three sorts of sustainability performance. Innovation capability also mediated the relationship between BDAC and all sustainability factors.

Practical implications

The findings will assist policymakers and practitioners in developing effective initiatives to enhance the adoption and implementation of data science and technologies, substantially contributing to the “National IR 4.0 Policy” and “Malaysia Digital Economy Blueprint” and achieving sustainable development goals (SDGs).

Originality/value

The originality of this study is established by investigating the interplay between BDAC, innovation capability and sustainability performance, particularly in the context of the hotel industry, whereas the existing studies focus on exploring the advantages of BDA.

目的本研究旨在探讨大数据分析能力(BDAC)在促进组织创新能力,进而实现经济、社会和环境可持续发展方面的作用。设计/方法/途径本研究通过动态能力理论的视角,采用目的性抽样调查法对 115 家酒店进行了调查,以深入了解影响酒店业组织可持续发展的因素。研究结果表明,七个核心维度(即技术、数据、基础资源、技术技能、管理技能、组织学习和数据驱动文化)对酒店建立 BDAC 有重大影响。此外,研究还发现,BDAC 对创新能力也有显著影响,对三种可持续发展绩效都有积极影响。研究结果将有助于政策制定者和从业人员制定有效措施,加强数据科学与技术的采用和实施,从而为 "国家 IR 4.0 政策 "和 "马来西亚数字经济蓝图 "以及实现可持续发展目标(SDGs)做出重大贡献。原创性/价值本研究的原创性在于通过调查 BDAC、创新能力和可持续发展绩效之间的相互作用,特别是在酒店业的背景下,而现有的研究侧重于探索 BDA 的优势。
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引用次数: 0
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Journal of Enterprise Information Management
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