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The rise of hybrids: plastic knowledge in human–AI interaction 混血儿的崛起:人机交互中的可塑性知识
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-07-25 DOI: 10.1108/jkm-10-2023-1024
Antonio La Sala, Ryan Fuller, Laura Riolli, Valerio Temperini

Purpose

The aim of this research is twofold: first, to get more insights on digital maturity to face the emerging 4.0 augmented scenario by identifying artificial intelligence (AI) competencies for becoming hybrid employees and leaders; and second, to investigate digital maturity, training and development support and HR satisfaction with the organization as valuable predictors of AI competency enhancement.

Design/methodology/approach

A survey was conducted on 123 participants coming from different industries and involved in functions dealing with the ramifications of Industry 4.0 technologies. The sample has included predominately small-to-medium organizations. A quantitative analysis based on both exploratory factor analysis and multiple linear regression was used to test the research hypotheses.

Findings

Three main competency clusters emerge as facilitators of AI–human interaction, i.e. leadership, technical and cognitive. The interplay among these clusters gives rise to plastic knowledge, a kind of moldable knowledge possessed by a particular human agent, here called hybrid. Moreover, organizational digital maturity, training and development support and satisfaction with the organization were significant predictors of AI competency enhancement.

Research limitations/implications

The size of the sample, the convenience sampling method and the geographical context of analysis (i.e. California) required prudence in generalizing results.

Originality/value

Hybrids’ plastic knowledge conceptualized and operationalized in the overall quantitative analysis allows them to fill in the knowledge gaps that an AI agent-human interplay may imply, generating alternative solutions and foreseeing possible outcomes.

目的本研究有两个目的:第一,通过确定成为混合型员工和领导者所需的人工智能(AI)能力,深入了解数字化成熟度,以面对新兴的 4.0 增强型情景;第二,调查数字化成熟度、培训和发展支持以及人力资源对组织的满意度,作为提高人工智能能力的重要预测因素。样本主要包括中小型组织。研究结果作为人工智能与人类互动的促进因素,出现了三大能力集群,即领导能力、技术能力和认知能力。这些能力集群之间的相互作用产生了可塑知识,一种由特定人类代理拥有的可塑知识,在此称为混合知识。此外,组织的数字成熟度、培训和发展支持以及对组织的满意度也是人工智能能力提升的重要预测因素。研究局限性/影响样本的规模、方便抽样方法和分析的地理环境(即加利福尼亚州)要求在归纳结果时谨慎从事。原创性/价值在整体定量分析中概念化和可操作化的混合动力可塑知识使他们能够填补人工智能代理与人类互动可能意味着的知识空白,产生替代解决方案并预见可能的结果。
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引用次数: 0
Sustainable innovation challenges in wine ecosystem growth: a time-based comparison 葡萄酒生态系统增长中的可持续创新挑战:基于时间的比较
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-07-24 DOI: 10.1108/jkm-12-2023-1294
Giovanna Bagnato, Stefania Denise Escobar, Felipe Ruiz Moreno

Purpose

This exploratory study aims to identify and prioritize key sustainable innovation challenges faced by family-owned businesses in the wine ecosystem. It also explores whether the criticality of these challenges differed pre- and post-COVID-19 by comparing the prioritization of these challenges at these two times.

Design/methodology/approach

Three methodologies were used. First, a systematic literature review identified the key sustainable innovation challenges in the wine ecosystem, which were then summarized into macro-categories (macro-challenges). Second, a panel of experts validated these challenges. Finally, the best-worst method was used using 40 qualitative interviews to prioritize the most critical challenges in two alternative scenarios to explore potential changes in challenge criticality following COVID-19.

Findings

This study provides evidence that the primary challenge to sustainable innovation (i.e. constraints on businesses because of limited financial resources) was the same pre- and post-COVID-19. In contrast, although the challenge associated with knowledge sharing was identified as a key strategy of wine ecosystem actors, particularly in recent years, it was the least critical factor at both times.

Originality/value

This exploratory study extends the conceptual boundaries of sustainable innovation by introducing it to the wine ecosystem. It establishes a practical agenda for small and medium-sized enterprises to enable managers who are constrained by limited resources to prioritize challenges. This agenda outlines a path to identifying competitive strategies. This path can also be followed by a range of stakeholders within this ecosystem to achieve resilience and define medium-to-long-term strategies. Furthermore, policymakers and governments can follow this path to formulate more targeted investment management plans and policies, thereby supporting sustainable economic growth in this key sector for many countries.

目的这项探索性研究旨在确定葡萄酒生态系统中家族企业所面临的主要可持续创新挑战,并对这些挑战进行优先排序。研究还通过比较这些挑战在 COVID-19 前后的优先次序,探讨这些挑战的关键性是否有所不同。首先,通过系统的文献综述确定了葡萄酒生态系统中的主要可持续创新挑战,然后将其归纳为宏观类别(宏观挑战)。其次,专家小组对这些挑战进行验证。最后,通过 40 次定性访谈,使用最佳-最差法对两种备选方案中最关键的挑战进行优先排序,以探索 COVID-19 之后挑战关键性的潜在变化。与此相反,尽管与知识共享相关的挑战被认为是葡萄酒生态系统参与者的一项关键战略,尤其是在最近几年,但它在这两个时期都是最不关键的因素。它为中小型企业制定了切实可行的议程,使那些受制于有限资源的管理者能够优先应对各种挑战。该议程为确定竞争战略勾画了一条路径。该生态系统中的一系列利益相关者也可遵循这一路径,以实现复原力并确定中长期战略。此外,政策制定者和政府也可遵循这一路径,制定更有针对性的投资管理计划和政策,从而支持许多国家在这一关键领域的可持续经济增长。
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引用次数: 0
Knowledge extraction by integrating emojis with text from online reviews 通过整合表情符号和在线评论文本进行知识提取
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-07-19 DOI: 10.1108/jkm-01-2024-0104
Kuoyi Lin, Xiaoyang Kan, Meilian Liu
<h3>Purpose</h3><p>This study develops and validates an innovative approach for extracting knowledge from online user reviews by integrating textual content and emojis. Recognizing the pivotal role emojis play in enhancing the expressiveness and emotional depth of digital communication, this study aims to address the significant gap in existing sentiment analysis models, which have largely overlooked the contribution of emojis in interpreting user preferences and sentiments. By constructing a comprehensive model that synergizes emotional and semantic information conveyed through emojis and text, this study seeks to provide a more nuanced understanding of user preferences, thereby enhancing the accuracy and depth of knowledge extraction from online reviews. The goal is to offer a robust framework that enables more effective and empathetic engagement with user-generated content on digital platforms, paving the way for improved service delivery, product development and customer satisfaction through informed insights into consumer behavior and sentiments.</p><!--/ Abstract__block --><h3>Design/methodology/approach</h3><p>This study uses a structured methodology to integrate and analyze text and emojis from online reviews for effective knowledge extraction, focusing on user preferences and sentiments. This methodology consists of four key stages. First, this study leverages high-frequency noun analysis to identify and extract product attributes mentioned in online user reviews. By focusing on nouns that appear frequently, the authors can systematically discern the primary features or aspects of products that users discuss, thereby providing a foundation for a more detailed sentiment and preference analysis. Second, a foundational sentiment dictionary is established that incorporates sentiment-bearing words, intensifiers and negation terms to analyze the textual part of the reviews. This dictionary is used to assign sentiment scores to phrases and sentences within reviews, allowing the quantification of textual sentiments based on the presence and combination of these predefined lexical items. Third, an emoticon sentiment dictionary is developed to address the emotional content conveyed through emojis. This dictionary categorizes emojis based on their associated sentiments, thus enabling the quantification of emotional expressions in reviews. The sentiment scores derived from the emojis are then integrated with those from the textual analysis. This integration considers the weights of text- and emoji-based emotions to compute a comprehensive attribute sentiment score that reflects a nuanced understanding of user sentiments and preferences. Finally, the authors conduct an empirical study to validate the effectiveness of the proposed methodology in mining user preferences from online reviews by applying the approach to a data set of online reviews and evaluating its ability to accurately identify product attributes and user sentiments. The validation
目的 本研究开发并验证了一种通过整合文本内容和表情符号从在线用户评论中提取知识的创新方法。认识到表情符号在增强数字通信的表现力和情感深度方面发挥着举足轻重的作用,本研究旨在弥补现有情感分析模型的重大缺陷,因为这些模型在很大程度上忽视了表情符号在解读用户偏好和情感方面的贡献。本研究通过构建一个综合模型,协同表情符号和文本传递的情感和语义信息,力求提供对用户偏好更细致入微的理解,从而提高从在线评论中提取知识的准确性和深度。本研究的目标是提供一个强大的框架,通过对消费者行为和情感的知情洞察,更有效、更有同理心地参与数字平台上的用户生成内容,为改善服务提供、产品开发和客户满意度铺平道路。设计/方法/途径本研究采用结构化方法整合和分析在线评论中的文本和表情符号,以有效提取知识,重点关注用户偏好和情感。该方法包括四个关键阶段。首先,本研究利用高频名词分析来识别和提取在线用户评论中提到的产品属性。通过关注频繁出现的名词,作者可以系统地辨别用户讨论的产品的主要特征或方面,从而为更详细的情感和偏好分析奠定基础。其次,作者建立了一个基础情感词典,其中包含了情感词、强化词和否定词,用于分析评论的文本部分。该词典用于为评论中的短语和句子分配情感分数,从而根据这些预定义词汇的存在和组合对文本情感进行量化。第三,开发了表情符号情感字典,以处理通过表情符号传达的情感内容。该词典根据表情符号的相关情感对其进行分类,从而实现对评论中情感表达的量化。然后将从表情符号中得出的情感分数与文本分析中得出的分数进行整合。这种整合考虑了基于文本和表情符号的情感的权重,从而计算出综合属性情感分数,反映出对用户情感和偏好的细微理解。最后,作者进行了一项实证研究,通过将该方法应用于在线评论数据集并评估其准确识别产品属性和用户情感的能力,验证了所提出的方法在从在线评论中挖掘用户偏好方面的有效性。验证过程评估了该方法从文本和表情符号之间复杂的相互作用中提取有意义见解的可靠性和准确性。本研究为从在线评论中提取知识提供了一个全面而细致的框架,同时捕捉用户通过文本和表情符号表达的显性和隐性情感。通过整合这些元素,本研究旨在提供对用户偏好的全面理解,从而帮助企业和研究人员提高对消费者的洞察力并做出战略决策。 研究结果应用所提出的方法将在线评论中的表情符号与文本整合在一起,得出了重要的研究结果,强调了从用户生成的内容中提取真实的用户知识以获得洞察力的可行性和价值。分析成功地捕捉到了消费者的偏好,这有助于为服务决策提供信息并推动创新。这一成果在很大程度上归功于开发和使用了一个全面的情感-情绪字典,该字典专门用于解释在线评论中文本和基于表情符号的表达之间复杂的相互作用。通过实施将文本情感分析与表情符号情感分析巧妙结合的情感计算模型,本研究能够准确确定评论中讨论的各种产品功能的最终属性情感。该模型有效地描述了在线用户的情感知识,并提供了对其情感和偏好的细微理解。所提取的情感知识不仅可以量化,而且具有丰富的语境,可以为消费者的行为和态度提供更深入的洞察。此外,我们还进行了案例分析,严格检验了所提模型在真实世界场景中的有效性。实际检验结果表明,该模型不仅能够准确提取和分析用户偏好,还能适应不同的环境和产品类别。
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引用次数: 0
Managerial values and sustainable oriented innovation: Examining the role of knowledge exploration versus exploitation practices 管理价值观与可持续创新:考察知识探索与利用实践的作用
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-07-18 DOI: 10.1108/jkm-02-2024-0225
Arpita Agnihotri, Saurabh Bhattacharya, Demetris Vrontis, Filippo Monge
<h3>Purpose</h3><p>Leveraging upper echelon theory and knowledge-based view of the firm, this paper aims to explore how chief executive officers’ (CEO) sustainability orientation influences explorative and exploitative knowledge management practices, which in turn influence incremental and radical sustainable innovation under boundary conditions of CEOs’ temporal focus and regional affiliation in the home country.</p><!--/ Abstract__block --><h3>Design/methodology/approach</h3><p>This study used a nonprobability convenience sampling strategy. Using survey-based research, the authors tested the study hypotheses using partial least squares structural equation modeling on a sample of 298 CEOs from Indian small and medium enterprises. This study also tested the reliability and validity of the study variables by using internal consistency tests and convergent and discriminant validity procedures.</p><!--/ Abstract__block --><h3>Findings</h3><p>The study finds that CEO sustainability orientation affects incremental and radical sustainable innovation via the mediating effect of explorative and exploitative knowledge management practices. Furthermore, CEOs’ past temporal focus increases the influence of orientation on exploitative knowledge management. In contrast, future temporal focus increases the influence of CEO sustainability orientation on exploratory knowledge management practices. Finally, CEOs from the southwest, west and northwest regions of India increase the influence of exploratory knowledge management on radical sustainable innovation.</p><!--/ Abstract__block --><h3>Research limitations/implications</h3><p>This study has significant implications for understanding upper-echelon factors that drive knowledge management practices. CEO temporal focus (time orientation) and demographic aspects (regional affiliation) influence CEOs’ investment in different knowledge management and, hence, sustainable innovation management practices. However, this study does not explore cross-cultural differences and the role of the entire top management team in influencing sustainability values on sustainability innovation via knowledge management practices.</p><!--/ Abstract__block --><h3>Practical implications</h3><p>This study comprehends upper-echelon factors that drive investment in knowledge management and sustainable innovation practices. Findings imply that CEOs with past and future temporal focus can influence sustainable innovation, but their investment in knowledge management strategies differs. Past temporal-focused CEOs invest more in exploitative and future temporal focus more in explorative knowledge management for influencing sustainable innovation.</p><!--/ Abstract__block --><h3>Originality/value</h3><p>The study provides novel insights into the influence of upper-echelon traits on knowledge management and sustainable innovation practices. Extant literature has largely explored firm-level factors such as organizational culture influe
目的本文利用上层理论和基于知识的企业观,旨在探讨首席执行官(CEO)的可持续发展取向如何影响探索性和开发性知识管理实践,进而在首席执行官的时间关注点和母国地区隶属关系的边界条件下影响渐进式和激进式可持续创新。作者采用基于调查的研究方法,通过偏最小二乘结构方程模型对 298 名印度中小企业首席执行官样本进行了研究假设检验。研究发现,首席执行官的可持续发展导向会通过探索性和开发性知识管理实践的中介效应影响渐进式和激进式可持续创新。此外,首席执行官对过去时间的关注会增加导向对探索性知识管理的影响。相反,对未来时间的关注则会增加首席执行官可持续发展导向对探索性知识管理实践的影响。最后,来自印度西南部、西部和西北部地区的首席执行官增加了探索性知识管理对激进式可持续创新的影响。首席执行官对时间的关注(时间导向)和人口统计学方面(地区归属)影响了首席执行官对不同知识管理的投资,进而影响了可持续创新管理实践。然而,本研究并未探讨跨文化差异以及整个高层管理团队在通过知识管理实践影响可持续创新的可持续价值观方面的作用。研究结果表明,关注过去和未来的首席执行官可以影响可持续创新,但他们对知识管理战略的投资有所不同。在影响可持续创新方面,注重过去时间性的首席执行官更多地投资于开发性知识管理,而注重未来时间性的首席执行官更多地投资于探索性知识管理。现有文献主要探讨了影响企业知识管理实践的组织文化等企业层面的因素。然而,通过将企业高层与基于知识的企业观相结合,我们解释了首席执行官的特质(尤其是时间视角)如何影响企业的知识管理和可持续创新实践。
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引用次数: 0
Technostress and disengagement from knowledge sharing: insights from pre-pandemic and mid-pandemic data sets 技术压力与脱离知识共享:从流行前和流行中的数据集中获得的启示
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-07-16 DOI: 10.1108/jkm-08-2023-0711
Monalisa Mahapatra, Dianne P. Ford

Purpose

This study aims to examine a common failure in knowledge sharing, called disengagement from knowledge sharing (DKS), and investigates how technostress may contribute to this unintentional withholding of knowledge for knowledge workers. The authors apply the Job Demands-Resources (JD-R) model to explain the dual path of technostress creators and inhibitors on DKS via burnout and job engagement. The authors also examine how the pandemic and the changes in remote work and information and communication technology (ICT)-related stress may have impacted DKS.

Design/methodology/approach

Using a time-lag survey, two independent samples of knowledge workers who use information and communication technologies for their jobs were surveyed during early 2020 and mid-2021. Analyses were completed with partial least squares-structural equation modelling.

Findings

Technostress (via the JD-R model) explained DKS. Technostress creators were positively associated with burnout, which was in turn positively related to DKS. Technostress inhibitors were positively associated with job engagement, which in turn was also positively related to disengagement to knowledge sharing. Technostress inhibitors were negatively associated with burnout. Results from the multigroup analysis indicated that technostress inhibitors had a stronger relationship with engagement pre-pandemic than mid-pandemic.

Originality/value

This research addresses a more common source of knowledge sharing failures and illustrates how ICTs may impact this DKS via burnout and job engagement. In addition, this research captures a change in relationships associated with the pandemic.

目的 本研究旨在探讨知识共享中常见的失败现象,即脱离知识共享(DKS),并研究技术压力是如何导致知识工作者无意中放弃知识的。作者运用工作要求-资源(JD-R)模型,通过职业倦怠和工作投入,解释了技术压力对知识共享的双重影响。作者还研究了大流行病、远程工作的变化以及与信息和通信技术(ICT)相关的压力可能对 DKS 产生的影响。结果技术压力(通过 JD-R 模型)解释了 DKS。技术压力创造者与职业倦怠呈正相关,而职业倦怠又与 DKS 呈正相关。技术压力抑制因素与工作参与度呈正相关,而工作参与度又与知识共享的不参与度呈正相关。技术压力抑制因素与职业倦怠呈负相关。多组分析的结果表明,与大流行中期相比,技术压力抑制因素与大流行前期的参与度有更强的关系。 原创性/价值 这项研究探讨了知识共享失败的一个更常见的原因,并说明了信息和通信技术如何通过职业倦怠和工作参与度来影响这种知识共享失败。此外,这项研究还捕捉到了与大流行相关的关系变化。
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引用次数: 0
Igniting a knowledge renaissance: revolutionising entrepreneurial ecosystems with transactive memory systems 点燃知识复兴之火:利用交互式记忆系统革新创业生态系统
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-07-16 DOI: 10.1108/jkm-08-2023-0685
Abdollah Mohammadparst Tabas, Jonathan Mukiza Kansheba, Christina Theodoraki

Purpose

Prior research has extensively explored the dynamics of knowledge creation and transfer within entrepreneurial ecosystems (EEs). However, the research on knowledge integration within EEs, particularly by entrepreneurs, remains scant. Garnering and effectively using knowledge in such a dynamic and complex environment can provide entrepreneurs with a valuable asset for gaining a competitive advantage. To address this gap, this study aims to explore how entrepreneurs garner and capitalise on knowledge within the EE environment by using a transactive memory system lens.

Design/methodology/approach

This study is based on 26 semi-structured interviews with different actors and members of the same ecosystem – the northern Finnish health tech ecosystem. The data were analysed using the Gioia methodology.

Findings

This study results found that transactive memory processes (i.e. knowledge specialisation, credibility and coordination) and structures (i.e. differentiated-, shared- and meta-knowledge) influence knowledge organising in EEs.

Originality/value

This study provides a conceptual interplay between the EE and the transactive memory system’s processes and structures.

目的 前面的研究广泛探讨了创业生态系统(EEs)内知识创造和转移的动态。然而,关于 EE 内部知识整合的研究,尤其是创业者的知识整合研究,仍然很少。在这样一个动态而复杂的环境中获取并有效利用知识,可以为创业者提供宝贵的资产,从而获得竞争优势。为弥补这一不足,本研究旨在通过使用交互式记忆系统视角,探讨创业者如何在环境企业环境中获取和利用知识。 设计/方法/途径 本研究基于 26 个半结构式访谈,访谈对象为同一生态系统(芬兰北部健康科技生态系统)中的不同参与者和成员。研究结果本研究结果发现,交互式记忆过程(即知识专业化、可信度和协调)和结构(即差异化知识、共享知识和元知识)会影响 EE 中的知识组织。
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引用次数: 0
A meta-analysis of international experience and performance: exploring the role of global mobility and national sentiments 对国际经验和绩效的元分析:探索全球流动性和民族情感的作用
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-07-16 DOI: 10.1108/jkm-09-2023-0842
Di Fan, Sihong Wu, Yiyi Su, Vikas Kumar

Purpose

International experience has long been recognized as a crucial determinant for firms’ knowledge management in the existing literature. However, within a global context, the relationship between international experience and the performance of multinational enterprises is intricate and remains ambiguous. While the impact of people mobility has been extensively studied, limited understanding exists regarding how global mobility of people and evolving external environments reshape the relationship. This study aims to integrate existing empirical evidence on this relationship and examines the contingencies posed by environmental factors.

Design/methodology/approach

This study conducted a multilevel meta-analysis based on a sample of 231 effect sizes collected from 167 articles to systematically examine the international experience–performance relationship, considering the moderating effect of the global mobility of people and the rise of national sentiments (including authoritarianism and protectionism). A two-stage procedure comprising Hedges-Olkin-type meta-analysis and random-effects meta-analytic regression was adopted.

Findings

The findings demonstrate a predominantly positive international experience–performance relationship that varies across studies owing to differences in research design, variable measurements and firm characteristics. The relationship is positively moderated by the global mobility of people, yet the positive effect is contingent upon the level of national sentiments within home countries. The beneficial effect of inbound mobility on this relationship is attenuated by authoritarianism and protectionism, while the effect of outbound mobility is positively influenced by authoritarianism and less affected by protectionism.

Originality/value

This study offers novel theoretical insights into multinationals’ knowledge accumulation in the internationalization process. It contributes to the existing literature by presenting an integrated framework elucidating the international experience–performance relationship. Building upon the knowledge-based view, it integrates environmental dynamics and national sentiments to investigate the performance implications of multinationals’ international experience, thereby providing valuable practical insights for effective global knowledge management.

目的在现有文献中,国际经验一直被认为是企业知识管理的重要决定因素。然而,在全球背景下,国际经验与跨国企业绩效之间的关系错综复杂,仍然模糊不清。虽然对人员流动的影响进行了广泛研究,但对人员的全球流动和不断变化的外部环境如何重塑这种关系的理解却很有限。本研究旨在整合有关这种关系的现有实证证据,并研究环境因素带来的偶然性。本研究基于从 167 篇文章中收集的 231 个效应大小样本进行了多层次元分析,系统地研究了国际经验-绩效关系,同时考虑了人员全球流动和民族情绪(包括独裁主义和保护主义)兴起的调节效应。研究结果表明,国际经验-绩效关系主要是正向的,但由于研究设计、变量测量和企业特征的不同,不同研究之间的关系也不尽相同。人员的全球流动性对这种关系起到了积极的调节作用,但这种积极作用取决于母国的民族情感水平。入境流动对这一关系的有利影响因专制主义和保护主义而减弱,而出境流动的影响则受专制主义的积极影响,受保护主义的影响较小。它提出了一个综合框架,阐明了国际经验与绩效之间的关系,为现有文献做出了贡献。在知识观的基础上,它综合了环境动态和民族情绪,研究了跨国公司国际经验对绩效的影响,从而为有效的全球知识管理提供了宝贵的实践启示。
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引用次数: 0
Knowledge management is no more a gray area in the tourism industry in India – a study on transformation leadership and executive communication 知识管理不再是印度旅游业的灰色地带--关于转型领导力和执行沟通的研究
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-06-26 DOI: 10.1108/jkm-07-2023-0563
Anchal Luthra, Vikas Arya, Shivani Dixit, Hiran Roy, Pasquale Sasso

Purpose

Considering the important role of knowledge management in the global growth of world economies, the importance of knowledge management in the tourism industry can hardly be overestimated. Knowledge management, empowering leadership and innovation can open new research prospects for online travel and tourism, thereby increasing organizational capacity. In this context, this study aims to investigate the relationship between knowledge management practices and transformational leadership, along with the mediating role in this relationship of leadership communication. Knowledge management practices are discussed through the lens of managers’/organizational perspectives working in the online travel and tourism industry.

Design/methodology/approach

Using a descriptive research method, the data were collected from a total of 174 managers/senior executives working in the online travel and tourism sectors. The proposed conceptual framework was evaluated using structural equation modeling through AMOS 21 and Process Macro (SPSS-Plugin).

Findings

The results revealed a significant increase in the adoption of knowledge management practices in the online travel and tourism sector under transformative leadership. The results also highlighted that effective communication is a vital contributor and significant complementary mediator in the relationship between transformative leadership and knowledge management practices.

Practical implications

The results of this study suggest that transformational leaders, who are equipped with the “high touch” nature of leadership and the “high tech” aspect of the contemporary workplace, are the best fit to manage online travel and tourism organizations. To have an adequate knowledge management system, knowledge managers should adopt a transformative leadership style and receive comprehensive training in developing leadership abilities such as effective communication competencies.

Originality/value

To the best of the authors’ knowledge, this study is the first to demonstrate that, in emerging online travel and tourism sectors, organizational knowledge can be managed through effective leadership communication.

目的考虑到知识管理在全球经济增长中的重要作用,知识管理在旅游业中的重要性怎么估计都不过分。知识管理、授权领导和创新可以为在线旅游和旅游业开辟新的研究前景,从而提高组织能力。在此背景下,本研究旨在探讨知识管理实践与变革型领导力之间的关系,以及领导力沟通在这一关系中的中介作用。本研究从在线旅行和旅游业的经理人/组织视角出发,对知识管理实践进行了讨论。通过 AMOS 21 和 Process Macro (SPSS-Plugin),使用结构方程模型对提出的概念框架进行了评估。研究结果研究结果表明,在变革型领导力的作用下,在线旅行和旅游行业采用知识管理实践的人数显著增加。本研究的结果表明,具备领导力的 "高接触 "特性和当代工作场所的 "高科技 "方面的变革型领导者最适合管理在线旅行和旅游组织。为了建立一个完善的知识管理系统,知识管理者应采用变革型领导风格,并接受全面的领导能力培训,如有效沟通能力等。 原创性/价值 据作者所知,本研究首次证明,在新兴的在线旅行和旅游业中,可以通过有效的领导沟通来管理组织知识。
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引用次数: 0
Digital product development team external knowledge processes and ambidexterity: a multi-mediation analysis of the absorptive capacity framework 数字产品开发团队的外部知识流程和灵活性:吸收能力框架的多媒介分析
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-06-26 DOI: 10.1108/jkm-10-2023-0963
Trihadi Pudiawan Erhan, Arnold Japutra, Sebastiaan Van Doorn

Purpose

The purpose of this study is to examine the mechanisms of absorptive capacity (ACAP) in the specific context of digital product development teams. More precisely, it explores the process of internalizing and utilizing external knowledge from sources outside the team to promote the development of innovative ambidexterity.

Design/methodology/approach

The study employs the ACAP framework and directs specific attention to the concept of knowledge assimilation, encompassing comprehension, documentation and dissemination. Seventy-five employees of one of Indonesia’s largest commercial banks were surveyed about two initiatives they participated in. To this end, 12 research hypotheses are formulated, tested and analyzed using structural equation modeling.

Findings

Knowledge comprehension, documentation and dissemination are found to mediate between knowledge acquisition and knowledge exploitation. At the same time, the relationship between knowledge acquisition and knowledge transformation is mediated by knowledge comprehension and dissemination, but not documentation. The authors also found that knowledge transformation positively mediates between knowledge comprehension and dissemination on the one hand and ambidexterity on the other hand. Importantly, knowledge exploitation negatively mediates between knowledge comprehension and documentation on the one hand and ambidexterity on the other hand.

Originality/value

This study contributes to the existing body of knowledge by offering nuanced insights into the interplay of knowledge assimilation processes within ACAP, particularly in the context of digital product development. The identification of mediating factors and their impacts on ambidexterity provides valuable implications for both theory and practice in this domain.

目的本研究的目的是在数字产品开发团队的特定背景下研究吸收能力(ACAP)的机制。设计/方法/途径本研究采用 ACAP 框架,特别关注知识吸收的概念,包括理解、记录和传播。印度尼西亚最大的商业银行之一的 75 名员工就他们参与的两项计划接受了调查。结果发现,知识理解、记录和传播在知识获取和知识利用之间起到了中介作用。同时,知识获取和知识转化之间的关系受知识理解和传播的中介作用,但不受文档的中介作用。作者还发现,知识转化一方面在知识理解和传播之间起着积极的中介作用,另一方面又在灵活性之间起着积极的中介作用。重要的是,知识利用一方面在知识理解和记录之间起负向调节作用,另一方面又在灵活性之间起负向调节作用。 原创性/价值 本研究对 ACAP 中知识吸收过程的相互作用,尤其是在数字产品开发背景下的知识吸收过程提供了细致入微的见解,为现有知识体系做出了贡献。通过识别中介因素及其对灵活性的影响,为这一领域的理论和实践提供了有价值的启示。
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引用次数: 0
Knowledge management of MNCs in the post-COVID era: the role of cultural intelligence and knowledge-oriented leadership 后科威迪时代跨国公司的知识管理:文化智能和知识导向型领导力的作用
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-06-18 DOI: 10.1108/jkm-03-2023-0189
Ying Zhang, Puzhen Xiong, Shiyu Rong, Mark Frost, Wei Zhou

Purpose

This study aims to investigate the mechanism of knowledge management within multinationals during the post COVID-19 era, with particular consideration given to the relationship between the cultural intelligence of top managers and knowledge-oriented leadership using fear of COVID-19 as a moderating factor.

Design/methodology/approach

Derived from upper echelons’ theory and research on knowledge management success (KMS), a theoretical model and associated hypotheses have been developed and tested. Structural equation modeling was used with statistics collected from 288 top managers and executives of multinational corporations dominated by knowledge-intensive industries through a network investigation.

Findings

Results indicate that the levels of executives’ cultural intelligence and knowledge-oriented leadership contribute to KMS, while knowledge-oriented leadership acts as a mediator between them. In addition, the fear of COVID-19 of senior executives negatively affects both the direct and mediated influence of cultural intelligence on KMS.

Research limitations/implications

The current research uses an empirical approach to examine cross-border KMS. Further research is needed to develop more comprehensive measurement tools for KMS and more detailed research by further developing the subdimensions of cultural intelligence. In addition, this paper used cross-sectional research that limits the capability to establish causal relationships over time.

Originality/value

The research explores the “human side” of the key antecedents of KMS, fills the gap in research about the impact of cultural intelligence and knowledge-oriented leadership on the achievement of KMS, paves the way for emerging knowledge-oriented leadership from the initial phase to the mature phase and contributes to the literature on environmental uncertainty and crisis, using the COVID-19 as a representative context.

目的本研究旨在探讨后 COVID-19 时代跨国公司内部的知识管理机制,特别考虑了高层管理者的文化智能与知识导向型领导力之间的关系,并将对 COVID-19 的恐惧作为调节因素。研究结果表明,高管的文化智能水平和知识导向型领导力对知识管理成功有促进作用,而知识导向型领导力则是二者之间的中介。此外,高管对 COVID-19 的恐惧会对文化智能对 KMS 的直接影响和中介影响产生负面影响。需要进一步研究开发更全面的 KMS 测量工具,并通过进一步发展文化智能的子维度进行更详细的研究。原创性/价值本研究以 COVID-19 为代表,探讨了 KMS 关键前因的 "人的一面",填补了文化智能和知识导向型领导力对实现 KMS 的影响的研究空白,为知识导向型领导力从初始阶段走向成熟阶段铺平了道路,并为环境不确定性和危机方面的文献做出了贡献。
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引用次数: 0
期刊
Journal of Knowledge Management
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