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Impact of big data technological and personal capabilities on sustainable performance on Jordanian manufacturing companies: the mediating role of innovation 大数据技术和个人能力对约旦制造企业可持续绩效的影响:创新的中介作用
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-07-07 DOI: 10.1108/jeim-09-2022-0323
L. Jum’a, Dominik Zimon, Peter Madzík
PurposeThe purpose of this paper is to develop a theoretical model that explains the impact of big data analytics capabilities (BDAC) on company's supply chain innovation capabilities and sustainable supply chain performance. BDAC is represented through two dimensions of big data technological capabilities (BDTC) and big data personal capabilities (BDPC). Moreover, the relationships between BDTC and BDPC with sustainable supply chain performance through the mediation effect of supply chain innovation capabilities are examined.Design/methodology/approachThe study used a quantitative research approach. A survey of 400 Jordanian manufacturing companies was carried out to conduct this research. However, the responses of 207 managers were valid to be used in the analysis. In this study, the SmartPLS software was used to perform structural equation modeling using a partial least squares approach (PLS-SEM) and to examine the measurement and structural model's validity and reliability.FindingsAccording to the results of this study, BDPC has a significant positive impact on supply chain innovation capabilities. Furthermore, the findings indicate that supply chain innovation capabilities are the most influential predictor of sustainable supply chain performance and act as a positive significant mediator in the relationship between BDPC and firm sustainable performance. Surprisingly, the study found that BDTC had no significant effect on supply chain innovation capabilities. Besides that, no significant relationship exists between BDTC and firm sustainable performance via the mediation effect of supply chain innovation capabilities.Originality/valueThis study provides an integrated research model that incorporates BDAC, supply chain innovation capabilities, and sustainable supply chain performance in order to analyze supply chain innovation and sustainable supply chain performance. This suggests that the scope of the study is broader in terms of predicting sustainable supply chain performance. As a result, the study intends to fill a gap in the literature by explaining how BDAC affects supply chain innovation capabilities and firms sustainable performance. In addition, the role of supply chain innovation capabilities as a mediator between BDAC and sustainable supply chain performance is investigated.
目的本文旨在建立一个理论模型,解释大数据分析能力(BDAC)对公司供应链创新能力和可持续供应链绩效的影响。BDAC通过大数据技术能力(BDTC)和大数据个人能力(BDPC)两个维度来表示。此外,通过供应链创新能力的中介效应,考察了BDTC和BDPC与可持续供应链绩效之间的关系。设计/方法论/方法该研究采用了定量研究方法。为了进行这项研究,对400家约旦制造公司进行了调查。然而,207名管理人员的回答在分析中是有效的。在本研究中,SmartPLS软件用于使用偏最小二乘法(PLS-SEM)进行结构方程建模,并检查测量和结构模型的有效性和可靠性。研究结果表明,BDPC对供应链创新能力具有显著的正向影响。此外,研究结果表明,供应链创新能力是可持续供应链绩效最具影响力的预测因素,在BDPC与企业可持续绩效之间的关系中起着积极的重要中介作用。令人惊讶的是,研究发现BDTC对供应链创新能力没有显著影响。此外,BDTC通过供应链创新能力的中介作用与企业可持续绩效之间不存在显著关系。原创性/价值本研究提供了一个综合研究模型,将BDAC、供应链创新能力和可持续供应链绩效相结合,以分析供应链创新和可持续供应链路绩效。这表明,在预测可持续供应链绩效方面,该研究的范围更广。因此,本研究旨在通过解释BDAC如何影响供应链创新能力和企业可持续绩效来填补文献中的空白。此外,研究了供应链创新能力在BDAC和可持续供应链绩效之间的中介作用。
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引用次数: 1
How can big data analytics improve outbound logistics in the UK retail sector? A qualitative study 大数据分析如何改善英国零售业的出站物流?定性研究
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-07-04 DOI: 10.1108/jeim-08-2022-0282
Mohammed Ali, Aniekan Essien
PurposeThe purpose of this study is to explore how big data analytics (BDA) as a potential information technology (IT) innovation can facilitate the retail logistics supply chain (SC) from the perspective of outbound logistics operations in the United Kingdom. The authors' goal was to better understand how BDA can be integrated to streamline SCs and logistical networks by using the technology, organisational and environmental model.Design/methodology/approachThe authors applied existing theoretical foundations for theory building based on semi-structured interviews with 15 SC and logistics managers.FindingsThe perceived benefits of using BDA in outbound retail logistics comprised the strongest predictor amongst technological, organisational and environmental issues, followed by top management support (TMS). A framework was proposed for the adoption of BDA in retail logistics. Contextual concepts from previous literature have helped us understand how environmental changes impact BDA decision-making, as such: (i) SC maturity levels and connectivity affect BDA utilisation, (ii) connected SCs improve data accessibility and information exchange, (iii) the benefits of BDAs also affect adoption and (iv) outsourcing complex tasks to experts allows companies to focus on core businesses instead of investing in IT infrastructure.Research limitations/implicationsOutside the key findings listed, this study shows that there is no one-size-fits-it-all approach for use within all organisational settings. The proposed framework reveals that the perceived benefit of BDA is non-transferrable and requires top-level management support for successful implementation.Originality/valueThe existing literature focusses on the approaches to applying BDA in SC and logistics but fails to present a deep dive into retail outbound logistics activity. This study addresses the “how” and proposes a social-inclusive framework for a technology-enabled topic.
目的本研究的目的是从英国出境物流运营的角度探讨大数据分析(BDA)作为一种潜在的信息技术创新如何促进零售物流供应链。作者的目标是更好地了解BDA如何通过使用技术、组织和环境模型来整合SC和物流网络。设计/方法论/方法基于对15名供应链和物流经理的半结构化访谈,作者将现有的理论基础应用于理论构建。发现在技术、组织和环境问题中,BDA在出境零售物流中的预期效益最强,其次是最高管理层支持(TMS)。提出了在零售物流中采用BDA的框架。先前文献中的上下文概念有助于我们理解环境变化如何影响BDA决策,例如:(i)SC成熟度水平和连通性影响BDA的利用,(ii)连通SC改善数据可访问性和信息交换,(iii)BDA的好处也会影响采用,(iv)将复杂的任务外包给专家,使公司能够专注于核心业务,而不是投资于IT基础设施。研究局限性/含义除了列出的关键发现之外,这项研究表明,在所有组织环境中都不存在一刀切的方法。拟议的框架表明,BDA的感知利益是不可转移的,需要最高管理层的支持才能成功实施。独创性/价值现有文献侧重于在供应链和物流中应用BDA的方法,但未能深入探讨零售出境物流活动。这项研究探讨了“如何”,并提出了一个技术赋能主题的社会包容性框架。
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引用次数: 0
Effects of Internet of Things, supply chain collaboration and ethical sensitivity on sustainable performance: moderating effect of supply chain dynamism 物联网、供应链协作和伦理敏感性对可持续绩效的影响:供应链动态性的调节作用
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-30 DOI: 10.1108/jeim-06-2022-0213
M. Billah, S. S. Alam, Mohammad Masukujjaman, M. Ali, Zafir Khan Mohamed Makhbul, M. F. Salleh
PurposeThe survival and growth of the ready-made garments (RMGs) sectors in Bangladesh depend on sustainable supply chain performance (SSCP). The purpose of this study is to analyse the effects of Internet of Things (IoT), supply chain collaboration and ethical sensitivity on SSCP. Also, supply chain dynamism was tested as a moderator.Design/methodology/approachThe framework of this study has been developed to enrich the understanding of technology usage in the supply chain. In developing the framework, previous studies in the supply chain context were considered. The model was tested by using data collected from 290 executives that were employed by different RMG companies in Bangladesh. This study used a 29-item structured questionnaire measured on a 6-point Likert scale to collect the data. Covariance-based structural equation modelling (SEM) was utilised to test the data.FindingsThe results showed that there were statistically significant and positive relationships between IoT and supply chain collaboration, social performance, economic performance and environmental performance. Ethical sensitivity also influenced social and economic performance. Supply chain collaboration was found to be related to social, economic and environmental performance. However, no link was found between ethical sensitivity and environmental performance. The result also showed that supply chain dynamism acted as a moderator.Research limitations/implicationsBy considering theories and interpreting the results, this study provides some theoretical and practical implications which will enhance the SSCP. The results can also facilitate strategic planning by companies.Originality/valueThis research has identified and analysed the effect of IoT on SSCP in the RMGs industry in Bangladesh where this industry serves as the main economic contributor.
孟加拉国成衣(rmg)行业的生存和发展依赖于可持续供应链绩效(SSCP)。本研究的目的是分析物联网(IoT)、供应链协作和伦理敏感性对SSCP的影响。此外,供应链动态性作为调节因素进行了测试。设计/方法/途径本研究的框架是为了丰富对供应链中技术使用的理解而开发的。在开发该框架时,考虑了以前在供应链背景下的研究。该模型通过使用从孟加拉国不同RMG公司雇用的290名高管收集的数据进行了测试。本研究采用6分李克特量表进行29项结构化问卷调查来收集数据。采用基于协方差的结构方程模型(SEM)对数据进行检验。研究结果表明,物联网与供应链协作、社会绩效、经济绩效和环境绩效之间存在统计学显著的正相关关系。伦理敏感性也影响社会和经济表现。研究发现,供应链协作与社会、经济和环境绩效有关。然而,没有发现道德敏感性和环境绩效之间的联系。结果还表明,供应链动态性起到了调节作用。研究的局限性/启示本研究通过对理论的考虑和对结果的解释,为加强SSCP提供了一些理论和实践意义。研究结果还可以促进公司的战略规划。原创性/价值本研究确定并分析了物联网对孟加拉国rmg行业中SSCP的影响,该行业是主要的经济贡献者。
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引用次数: 1
The influence of social network communication on the buying behavior of Cameroonian consumers on social e-commerce platforms 社交网络传播对喀麦隆消费者在社交电商平台上购买行为的影响
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-30 DOI: 10.1108/jeim-09-2022-0329
Jean Robert Kala Kamdjoug
PurposeThe paper explores how social networks influence Cameroonian consumers' buying behavior. Then, the authors examine customers' advertising perceptions and psychological dispositions to explain their purchase intention and behavioral consumption.Design/methodology/approachThe research framework is developed based on Nelson's theory of advertising by studying advertising perceptions, consumer psychological dispositions associated with social network characteristics and behavioral consumption. Using partial least squares structural equation modeling (PLS-SEM), the validation takes support from 231 responses collected with an online questionnaire from Cameroun.FindingsThe study reveals three critical results: (1) consumers' perceptions of advertising significantly influence their psychological disposition, (2) consumers' psychological dispositions and the social network significantly influence their intention to purchase and (3) consumers' intention to purchase significantly impacts their behavioral consumption.Originality/valueThe proposed and validated model contributes to understanding the influence of social network communication on customers' buying behavior on social s-Commerce platforms of developing country enterprises.
目的研究社交网络如何影响喀麦隆消费者的购买行为。然后,作者考察了消费者的广告感知和心理倾向,以解释他们的购买意愿和行为消费。设计/方法/途径研究框架是基于尼尔森的广告理论,通过研究广告感知、与社会网络特征相关的消费者心理倾向和行为消费而形成的。使用偏最小二乘结构方程模型(PLS-SEM),验证从喀麦隆的在线问卷收集的231个回答中得到支持。研究发现三个关键结果:(1)消费者对广告的感知显著影响其心理倾向;(2)消费者心理倾向和社会网络显著影响其购买意愿;(3)消费者购买意愿显著影响其行为消费。本文提出并验证的模型有助于理解社交网络传播对发展中国家企业社交电商平台客户购买行为的影响。
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引用次数: 1
Digital resilience and firm internationalization: a study of Chinese listed companies 数字弹性与企业国际化:对中国上市公司的研究
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-30 DOI: 10.1108/jeim-02-2023-0095
Zhaocheng Li, Zimu Xu, A. Sukumar
PurposeThe aim of this research is to explore the impact of digital resilience on firms' international performance. Using internal operation efficiency and innovation as channel variables, this paper explores the relationship between digital resilience and international firm performance of Chinese listed firms.Design/methodology/approachThe research design follows a quantitative approach. Using firm-level panel data from 2007 to 2020, this paper tests the hypotheses between digital resilience and international firm performance through internal efficiency and innovation.FindingsThe results note that digital resilience has a positive effect on internationalization while operation efficiency is a channel through which digital resilience promotes internationalization. Digital resilience also facilitates innovation by improving research and development (R&D) efficiency and matching innovation collaborators.Originality/valueThis paper is one of the first to explore digital resilience in the context of internalization and international firm performance. This paper extends the notion of resource-based view (RBV) to examine the relationship between digital resilience, internal efficiency and innovation on international firm performance.
本研究的目的是探讨数字化弹性对企业国际绩效的影响。本文以内部运营效率和创新为渠道变量,探讨了中国上市公司数字化弹性与国际化企业绩效的关系。设计/方法/方法研究设计遵循定量方法。本文利用2007 - 2020年的企业层面面板数据,通过内部效率和创新检验了数字弹性与跨国企业绩效之间的假设。研究发现,数字化弹性对国际化具有正向影响,而运营效率是数字化弹性促进国际化的一个渠道。数字弹性还通过提高研发效率和匹配创新合作者来促进创新。原创性/价值本文是第一个在内部化和国际公司绩效的背景下探索数字弹性的论文之一。本文扩展了资源基础观点(RBV)的概念,考察了数字弹性、内部效率和创新对国际企业绩效的影响。
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引用次数: 0
The effects of digital transformation on supply chain resilience: a moderated and mediated model 数字化转型对供应链弹性的影响:一个有调节的中介模型
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-19 DOI: 10.1108/jeim-09-2022-0333
Yaqin Yuan, Hongying Tan, Linlin Liu
PurposeThis study aims to investigate the impact of digital transformation on supply chain resilience. Additionally, the paper examines the mediating effect of supply chain process integration as well as the moderating effect of environmental uncertainty in the relationship between digital transformation and supply chain resilience.Design/methodology/approachDrawing on digital empowerment theory, this study proposes a theoretical model. Using survey data collected from 216 enterprises in China, the study employs structural equation modeling to validate the theoretical model.FindingsThe results reveal that digital transformation has a significant impact on supply chain resilience. Three dimensions of supply chain process integration, namely, information flow integration, physical flow integration, and financial flow integration mediate the relationship between digital transformation and supply chain resilience. In addition, environmental uncertainty including market uncertainty and technology uncertainty positively moderates the relationship between digital transformation and supply chain resilience.Originality/valueFirst, this paper provides empirical evidence on both the direct and indirect effects of digital transformation on supply chain resilience. Second, this paper enriches the understanding of how supply chain integration impacts supply chain resilience in the digital transformation era by adopting a more granular perspective of process integration rather than broad external and internal integrations. Furthermore, this paper extends the knowledge of the role of external environment in digital transformation and supply chain risk management by examining the moderating effects of market uncertainty and technology uncertainty.
目的探讨数字化转型对供应链弹性的影响。此外,本文还考察了供应链流程整合在数字化转型与供应链弹性关系中的中介作用以及环境不确定性的调节作用。设计/方法/方法借鉴数字授权理论,本研究提出一个理论模型。本文利用216家中国企业的调查数据,采用结构方程模型对理论模型进行验证。研究结果表明,数字化转型对供应链弹性有显著影响。供应链流程集成的三个维度,即信息流集成、物理流集成和财务流集成,中介了数字化转型与供应链弹性之间的关系。此外,包括市场不确定性和技术不确定性在内的环境不确定性正向调节数字化转型与供应链弹性之间的关系。首先,本文提供了数字化转型对供应链弹性的直接和间接影响的实证证据。其次,本文通过采用更细粒度的流程集成视角,而不是广泛的外部和内部集成视角,丰富了对数字化转型时代供应链集成如何影响供应链弹性的理解。此外,本文通过考察市场不确定性和技术不确定性的调节作用,扩展了外部环境在数字化转型和供应链风险管理中的作用。
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引用次数: 2
Digital transformation technologies to analyze product returns in the e-commerce industry 数字化转型技术分析电子商务行业的产品退货
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-19 DOI: 10.1108/jeim-09-2022-0315
S. K. Jauhar, B. Chakma, Sachin S. Kamble, Amine Belhadi
PurposeAs e-commerce has expanded rapidly, online shopping platforms have become widespread in India and throughout the world. Product return, which has a negative effect on the E-Commerce Industry's economic and ecological sustainability, is one of the E-Commerce Industry's greatest challenges in light of the substantial increase in online transactions. The authors have analyzed the purchasing patterns of the customers to better comprehend their product purchase and return patterns.Design/methodology/approachThe authors utilized digital transformation techniques-based recency, frequency and monetary models to better understand and segment potential customers in order to address personalized strategies to increase sales, and the authors performed seller clustering using k-means and hierarchical clustering to determine why some sellers have the most sales and what products they offer that entice customers to purchase.FindingsThe authors discovered, through the application of digital transformation models to customer segmentation, that over 61.15% of consumers are likely to purchase, loyal customers and utilize firm service, whereas approximately 35% of customers have either stopped purchasing or have relatively low spending. To retain these consumer segments, special consideration and an enticing offer are required. As the authors dug deeper into the seller clustering, we discovered that the maximum number of clusters is six, while certain clusters indicate that prompt delivery of the goods plays a crucial role in customer feedback and high sales volume.Originality/valueThis is one of the rare study that develops a seller segmentation strategy by utilizing digital transformation-based methods in order to achieve seller group division.
随着电子商务的迅速发展,网上购物平台在印度和世界各地都很普遍。产品退货对电子商务行业的经济和生态可持续性产生负面影响,是电子商务行业在网上交易大幅增加的情况下面临的最大挑战之一。作者分析了顾客的购买模式,以更好地了解他们的产品购买和退货模式。设计/方法/方法作者利用基于近代性、频率和货币模型的数字化转换技术来更好地理解和细分潜在客户,以解决个性化策略以增加销售,作者使用k-means和分层聚类执行卖家聚类,以确定为什么一些卖家的销售额最高,以及他们提供的产品吸引客户购买。研究结果作者发现,通过将数字化转型模型应用于客户细分,超过61.15%的消费者可能会购买,忠诚的客户并使用公司的服务,而大约35%的客户已经停止购买或支出相对较低。为了留住这些消费者群体,需要特别考虑并提供诱人的报价。随着作者对卖家集群的深入研究,我们发现集群的最大数量是6个,而某些集群表明,商品的及时交付在客户反馈和高销售额中起着至关重要的作用。独创性/价值这是一项罕见的研究,通过利用基于数字化转型的方法来开发卖家细分策略,以实现卖家群体划分。
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引用次数: 1
Mediating effect of industry dynamics, absorptive capacity and resource commitment in new digital technology adoption and effective implementation processes 行业动态、吸收能力和资源承诺在新数字技术采用和有效实施过程中的中介作用
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-08 DOI: 10.1108/jeim-06-2022-0190
Rupak Rauniar, Greg Rawski, Q. Cao, Samhita Shah
PurposeDrawing upon a systematic literature review in new technology, innovation transfer and diffusion theories, and from interviews with technology leaders in digital transformation programs in the US Oil & Gas (O&G) industry, the authors explore the relationships among O&G industry dynamics, organization's absorptive capacity and resource commitment for new digital technology adoption-implementation process.Design/methodology/approachThe authors employed the empirical survey method to gather the data (a sample size of 172) in the US O&G industry and used structural equation modeling (SEM) to test the measurement model for validity and reliability and the conceptual model for hypothesized structural relationships.FindingsThe results provide support for the study’s causal model of adoption and implementation with positive and direct relationships between the initiation and trial stages, between the trial stages and the evaluation of effective outcomes and between the effective outcomes and the effective implementation stages of digital technologies. The results also reveal partial mediating relationships of industry dynamics, absorptive capacity and resource commitment between respective stages.Practical implicationsBased on the current study's findings, managers are recommended to pay attention to the evolving industry dynamics during the initiation stage of new digital technology adoption, to utilize the organization's knowledge-based absorptive capacity during digital technology trial and selection stages and to support the digital technology implementation project when the adoption decision of a particular digital technology has been made.Originality/valueThe empirical research contributes literature on digital technology adoption and implementation by identifying and demonstrating the importance of industry dynamics, absorptive capacity and resource commitment factors as mediating variables at various stages of the adoption-implementation process and empirically validating a process-based causal model of digital technology adoption and a successful implementation project that has been missing in the current body of literature on digital transformation.
目的通过对新技术、创新转移和扩散理论的系统文献综述,并通过对美国石油天然气(O&G)行业数字化转型项目中技术领导者的采访,组织对新数字技术采用实施过程的吸收能力和资源承诺。设计/方法/方法作者采用实证调查方法收集美国石油天然气行业的数据(样本量为172),并使用结构方程建模(SEM)来测试测量模型的有效性和可靠性,以及假设结构关系的概念模型。研究结果为该研究的采用和实施因果模型提供了支持,数字技术的启动和试验阶段、试验阶段和有效结果评估之间以及有效结果和有效实施阶段之间存在积极和直接的关系。研究结果还揭示了产业动态、吸收能力和资源承诺在各个阶段之间的部分中介关系。实际含义根据当前的研究结果,建议管理者在采用新数字技术的初始阶段关注不断演变的行业动态,在数字技术试验和选择阶段利用组织以知识为基础的吸收能力,并在决定采用特定数字技术时支持数字技术实施项目。原创性/价值实证研究通过识别和证明行业动态的重要性,为数字技术的采用和实施提供了文献,吸收能力和资源承诺因素是采用实施过程各个阶段的中介变量,并实证验证了基于过程的数字技术采用因果模型和当前数字转型文献中缺失的成功实施项目。
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引用次数: 0
A contemplative overview of smart communities: a hybrid analytical approach 智慧社区的沉思性概述:一种混合分析方法
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-07 DOI: 10.1108/jeim-09-2022-0304
Surabhi Sakshi, Praveen Ranjan Srivastava, Sachin K. Mangla, Amol Singh

Purpose

This study aims to uncover and develop explicit knowledge of existing smart communities (SCs) to guide services and business solutions for enterprises and serve community users in a well-thought-out manner. These sagacious frameworks will assist in analyzing trends and reaching out to pre-existing setups with different degrees of expertise.

Design/methodology/approach

A systematic overview is provided in this paper to unify insights and competencies toward building SCs; a hybrid analytical approach is used consisting of machine learning and bibliometric analysis. Scopus and Web of Science (WoS) are the primary databases for this purpose.

Findings

SCs implement cutting-edge technologies to enhance mobility, elevating information and communication technology (ICT) skills and data awareness while improving business processes and efficiency. This system of SC is an evolution of the conventional method. It provides a foundation for intelligent community services based on individual users and technologies such as the Internet of Things (IoT), artificial intelligence, cloud computing and big data. Manufacturing-based, service-based, retail-based, resource management and infrastructure-based SCs exist in the literature.

Originality/value

The paper summarizes a conceptual framework of SCs based on existing works around SCs. To the best of the authors’ knowledge, this is the first systematic literature review that uses a hybrid approach of topic modeling and bibliometric analysis to understand SCs better.

本研究旨在揭示和开发现有智能社区(SCs)的明确知识,以指导企业的服务和业务解决方案,并以深思熟虑的方式为社区用户服务。这些明智的框架将有助于分析趋势,并与具有不同专业知识程度的现有机构接触。设计/方法论/方法本文提供了一个系统的概述,以统一建立SCs的见解和能力;采用混合分析方法,包括机器学习和文献计量分析。Scopus和Web of Science (WoS)是用于此目的的主要数据库。研究发现,ssc采用尖端技术来提高流动性,提高信息和通信技术(ICT)技能和数据意识,同时改善业务流程和效率。这种SC系统是传统方法的发展。它为基于个人用户和物联网、人工智能、云计算、大数据等技术的智能社区服务提供了基础。文献中存在以制造业为基础、以服务业为基础、以零售业为基础、资源管理和以基础设施为基础的SCs。独创性/价值本文在对现有的SCs研究成果进行梳理的基础上,总结出SCs的概念框架。据作者所知,这是第一个系统的文献综述,使用主题建模和文献计量分析的混合方法来更好地理解SCs。
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引用次数: 0
Designing an information-sharing system to improve collaboration culture: a soft systems methodology approach in the digital service creation process 设计信息共享系统以改善协作文化:数字服务创建过程中的软系统方法论方法
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-01 DOI: 10.1108/jeim-08-2022-0294
Ervia Tissyaraksita Devi, Dermawan Wibisono, Nur Budi Mulyono, Rachma Fitriati

Purpose

This study aims to fill the gap in collaboration culture improvement by designing an information-sharing system as an enabler to support the forming dimensions of the collaboration process in previous studies. The authors propose the appropriate system to eliminate the collaboration culture gaps between the related functional units based on in-process interaction learning in a business process outsourcing company.

Design/methodology/approach

This study employed action research (AR) based on soft systems methodology (SSM) with a system thinking approach, in which the authors and process actors design the agreed information-sharing system by involving the process actors in identifying the initial problem situation as well as validating the conceptual model through discussions and designing the expected system.

Findings

This study discovers that SSM-based AR is a suited method for designing a system that supports the formation of collaboration culture among actors in the digital service creation process by learning user perceptions and expectations in order to obtain their commitment to empower the proposed system.

Originality/value

In addition to providing a system to minimize the lack of collaboration culture, this study contributes to the academic literature by offering a new way of planning and designing in a system development methodology using soft systems approaches to understand user perceptions, expressing user interaction in a conceptual model and validating it and defining agreed activities to obtain the best design according to user expectations.

本研究旨在通过设计一个信息共享系统作为使能器来支持先前研究中协作过程的形成维度,以填补协作文化改善的空白。本文以某业务流程外包公司为研究对象,提出了基于过程内交互学习的相关功能单元间协作文化差距消除机制。设计/方法论/方法本研究采用基于软系统方法论(SSM)的行动研究(AR)和系统思维方法,其中作者和过程参与者通过让过程参与者参与识别初始问题情况,并通过讨论和设计预期系统来验证概念模型,从而设计商定的信息共享系统。本研究发现,基于ssm的AR是一种设计系统的合适方法,该系统通过学习用户的感知和期望来支持数字服务创建过程中参与者之间协作文化的形成,从而获得他们对拟议系统的承诺。原创性/价值除了提供一个系统来最大限度地减少协作文化的缺乏之外,本研究还为学术文献做出了贡献,它提供了一种在系统开发方法论中规划和设计的新方法,使用软系统方法来理解用户感知,在概念模型中表达用户交互,并对其进行验证并定义商定的活动,以根据用户期望获得最佳设计。
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引用次数: 3
期刊
Journal of Enterprise Information Management
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