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Abusive supervision, dehumanization, knowledge hiding behavior and psychological capital – a daily diary method study 虐待性监督、非人化、知识隐藏行为和心理资本--每日日记法研究
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-03-18 DOI: 10.1108/jkm-06-2022-0469
Ishfaq Ahmed, Zafir Khan Mohamed Makhbul

Purpose

Knowledge is the source of competitive advantage, but when shared at all levels. Unfortunately, there is a universal unruly present in the form of knowledge hiding at employees’ level, but the causes and remedies are still vague as past studies have rarely investigated the causes of daily knowledge hiding behavior. Against this backdrop, this study aims to entail a daily diary method investigation of the role of daily abusive supervision in daily employees’ knowledge hiding through the mediation of dehumanization and moderation of psychological capital.

Design/methodology/approach

The data for this study is collected using a daily diary method approach, which estimates the daily workplace events and their continuous influence on employees’ feelings (i.e. dehumanization) and actions (knowledge hiding). The daily responses of 279 respondents were considered useful for analysis purposes.

Findings

The findings of the study revealed that the daily events of abusive supervision have both direct and indirect (through dehumanization) influence on employees’ daily knowledge hiding behavior. Moreover, psychosocial capital has a significant conditional influence in the relationships of negative workplace treatments (abusive supervision and dehumanization) and their outcomes (i.e. knowledge hiding).

Research limitations/implications

The study provides some theoretical and practical insights by providing the explanatory and coping mechanism between continuous abusive supervision and daily knowledge hiding behavior.

Originality/value

There is a dearth of literature that has focused on daily episodes of abusive supervision, dehumanization and knowledge hiding behavior. Furthermore, the moderating role of psychological capital has also been rarely investigated.

目的知识是竞争优势的源泉,但必须在各个层面共享。遗憾的是,在员工层面普遍存在着知识隐藏的乱象,但由于以往的研究很少探究日常知识隐藏行为的原因,因此其原因和补救措施还很模糊。在此背景下,本研究旨在通过非人化的中介作用和心理资本的调节作用,对日常辱骂性监督在日常员工知识隐藏中的作用进行日常日记法调查。设计/方法/途径本研究采用日常日记法收集数据,该方法估计日常工作场所事件及其对员工感受(即非人化)和行为(知识隐藏)的持续影响。研究结果研究结果表明,日常的虐待性监督事件对员工的日常知识隐藏行为有直接和间接(通过非人化)的影响。此外,社会心理资本在工作场所负面待遇(虐待性监督和非人化)及其结果(即知识隐藏)的关系中具有显著的条件性影响。研究局限/意义本研究通过提供持续虐待性监督与日常知识隐藏行为之间的解释和应对机制,提供了一些理论和实践见解。此外,有关心理资本的调节作用的研究也很少。
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引用次数: 0
Role of strategic knowledge management practices in enhancing strategic perspectives of an organisation to improve entrepreneurial performance 战略知识管理实践在增强组织战略视角以提高企业绩效方面的作用
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-03-18 DOI: 10.1108/jkm-04-2023-0300
Aqueeb Sohail Shaik, Monika Jain, Aparna Mendiratta, Ghadah Alarifi, Elisa Arrigo

Purpose

The purpose of this study is to investigate the significance and impact of strategic knowledge management (SKM) practices and organisational change capacity (OCC) in improving strategic thinking and strategic orientation in small and medium-sized enterprises (SMEs) and their contribution in overall improvement of entrepreneurial performance.

Design/methodology/approach

Quantitative research methodology using partial least square structural equation modelling with data of 296 sample from the target group as managers and owners from various SMEs in the UK has been used in the study.

Findings

The findings suggest that SMEs that invest in SKM and OCC are more proficient at adjusting to fluctuations in the business landscape and develop effective strategies that lead to improved entrepreneurial performance. The study provides evidence that SKM encompasses more than just the acquisition and use of information. It also involves the establishment of a learning and innovation culture that facilitates strategic thinking and direction. Similarly, OCC is not just about implementing change but also about developing the agility and flexibility to adapt to market changes, consumer demands and technology.

Practical implications

According to the research, SMEs may boost their entrepreneurial performance and keep a competitive advantage in the modern, dynamic business environment by investing in SKM and OCC. The capacity of SMEs to implement SKM and organisational change should be encouraged and supported by policymakers and practitioners, who should also offer the necessary tools and assistance to do so.

Originality/value

This study offers a valuable addition to the previously published works on SKM and OCC within SMEs. It offers empirical data that highlights the significance of SKM and OCC in fostering strategic thinking, strategic orientation and ultimately, boosting entrepreneurial performance. The study also highlights the challenges faced by SMEs in implementing SKM and OCC and provides recommendations for overcoming these challenges.

目的本研究旨在探讨战略知识管理(SKM)实践和组织变革能力(OCC)在改善中小型企业(SMEs)战略思维和战略导向方面的意义和影响,以及它们在全面提高企业绩效方面的贡献。研究结果研究结果表明,投资于 SKM 和 OCC 的中小企业更善于适应商业环境的波动,并能制定有效的战略,从而提高企业绩效。研究证明,科学知识管理不仅包括信息的获取和使用。它还包括建立学习和创新文化,促进战略思维和方向。同样,OCC 不仅涉及实施变革,还涉及培养适应市场变化、消费者需求和技术的敏捷性和灵活性。实际意义根据研究,中小企业可通过投资于 SKM 和 OCC 来提高创业绩效,并在现代动态商业环境中保持竞争优势。中小企业实施 SKM 和组织变革的能力应得到政策制定者和从业人员的鼓励和支持,他们还应为此提供必要的工具和帮助。 原创性/价值本研究为之前出版的有关中小企业 SKM 和 OCC 的著作提供了宝贵的补充。它提供的实证数据强调了 SKM 和 OCC 在促进战略思维、战略导向以及最终提高创业绩效方面的重要性。本研究还强调了中小企业在实施科学知识管理和业务协调委员会方面面临的挑战,并提出了克服这些挑战的建议。
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引用次数: 0
How knowledge resources drive industrial chain carbon reduction: an analysis from the knowledge management perspective 知识资源如何推动产业链减碳:从知识管理角度的分析
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-03-12 DOI: 10.1108/jkm-06-2023-0523
Yimin Yang, Xuhui Deng, Zilong Wang, Lulu Yang

Purpose

This paper aims to analyze the role and advantages of knowledge resources in the carbon emission reduction of the industrial chain, and how it can be used to promote the carbon emission reduction of the industrial chain, so that the industry can better achieve the saving of energy and the reduction of emission.

Design/methodology/approach

This paper argues that the traditional resource-plundering industrial chain production method can no longer meet the needs of sustainable development of the green and low-carbon industrial chain, and builds the coupling and coordination of knowledge technology innovation drive and industrial chain carbon emission reduction mechanism, in the four dimensions of industrial chain organization, government support, internet support and staff brainstorming, put forward suggestions for knowledge resources to drive carbon emission reduction in the industrial chain.

Findings

This paper holds that the use of knowledge resource advantages can better help industrial chain enterprises to carry out technological innovation, knowledge resource digital platform construction, knowledge resource overflow and transfer, application and management of network information technology, so as to reduce carbon emission in industrial chain.

Originality/value

This paper contributes to the discussion about the high-quality implementation of the revitalization strategy of the industrial chain and also deepens research on the knowledge resource-driven carbon emission reduction of the industrial chain. Further, this paper enriches the role of knowledge resources in the industrial industry, and the theoretical results support the advantages of knowledge resource in the field of chain carbon emission reduction.

目的 本文旨在分析知识资源在产业链碳减排中的作用和优势,以及如何利用知识资源促进产业链碳减排,使产业更好地实现节能减排。设计/方法/途径本文认为传统的资源计划型产业链生产方式已不能满足绿色低碳产业链可持续发展的需要,构建了知识技术创新驱动与产业链碳减排的耦合协调机制,从产业链组织、政府支持、互联网支撑和员工头脑风暴四个维度,提出了知识资源驱动产业链碳减排的建议。研究结论本文认为,利用知识资源优势可以更好地帮助产业链企业开展技术创新、知识资源数字化平台建设、知识资源溢出与转移、网络信息技术应用与管理等工作,从而实现产业链碳减排。此外,本文还丰富了知识资源在工业产业中的作用,其理论成果支持了知识资源在产业链碳减排领域的优势。
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引用次数: 0
Linking sustainable leadership with sustainable project performance: mediating role of knowledge integration and moderating role of top management knowledge values 将可持续领导力与可持续项目绩效联系起来:知识整合的中介作用和高层管理知识价值的调节作用
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-02-28 DOI: 10.1108/jkm-01-2023-0019
Muhammad Zada, Jawad Khan, Imran Saeed, Shagufta Zada, Zhang Yong Jun

Purpose

The purpose of this study is to investigate the relationship between sustainable leadership and sustainable project performance. Specifically, the study aims to examine the mediating role of knowledge integration, examining how knowledge integration within an organization influences project outcomes. In addition, the study seeks to explore the moderating role of top management knowledge values, examining how the values and beliefs of top management influence the relationship between sustainable leadership and project performance.

Design/methodology/approach

A three-wave survey of 392 employees working in construction sector projects in Pakistan used both hierarchical regression analysis and Hayes’ PROCESS macro method to evaluate the hypotheses.

Findings

The study results show that sustainable leadership positively relates to sustainable project performance and knowledge integration mediating this relationship. In addition, the top management knowledge value moderates the indirect effect of sustainable leadership on sustainable project performance via knowledge integration.

Research limitations/implications

Although the model was tested using three-wave data, it is important to note that the data were obtained from a single source. Therefore, it is possible that common method bias may have influenced the results, and this cannot be disregarded.

Practical implications

Organizations seek to prioritize sustainability and integrate sustainability considerations into their project management processes. Organizations can achieve improved sustainable project performance by investing in sustainable leadership development, fostering a culture of knowledge sharing and learning, prioritizing top management support for sustainable performance and integrating sustainable considerations into project management processes.

Originality/value

The study’s grounding on organizational learning theory adds an original and valuable perspective to the relationship between sustainable leadership and sustainable project performance. This investigation is original, as it combines sustainable leadership, knowledge integration and the moderating role of top management knowledge value to understand their impact on sustainable project performance. This unique approach contributes to the literature by providing new insights into these relationships and mechanisms in the construction industry.

目的 本研究旨在探讨可持续领导力与可持续项目绩效之间的关系。具体来说,本研究旨在探讨知识整合的中介作用,研究组织内部的知识整合如何影响项目成果。此外,本研究还试图探讨高层管理人员知识价值观的调节作用,研究高层管理人员的价值观和信念如何影响可持续领导力与项目绩效之间的关系。研究结果研究结果表明,可持续领导力与可持续项目绩效呈正相关,而知识整合则是这种关系的中介。此外,高层管理者的知识价值通过知识整合调节了可持续领导力对可持续项目绩效的间接影响。研究局限/启示虽然该模型使用三波数据进行了检验,但需要注意的是,这些数据是从单一来源获得的。实践意义组织寻求将可持续发展列为优先事项,并将可持续发展因素纳入其项目管理流程。组织可以通过投资于可持续领导力发展、培养知识共享和学习文化、优先考虑高层管理者对可持续绩效的支持以及将可持续因素纳入项目管理流程,来提高可持续项目绩效。本研究将可持续领导力、知识整合和高层管理知识价值的调节作用结合起来,以了解它们对可持续项目绩效的影响,因此具有原创性。这种独特的方法为建筑行业中的这些关系和机制提供了新的见解,从而为文献做出了贡献。
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引用次数: 0
Practical wisdom in the workplace: conceptualization, instrument development, and predictive power 工作场所的实用智慧:概念化、工具开发和预测能力
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-02-22 DOI: 10.1108/jkm-08-2023-0713
Alexander Serenko

Purpose

The purpose of this Real Impact Research Article is to empirically explore one of the most controversial and elusive concepts in knowledge management research – practical wisdom. It develops a 10-dimensional practical wisdom construct and tests it within the nomological network of counterproductive and productive knowledge behavior.

Design/methodology/approach

A survey instrument was created based on the extant literature. A model was developed and tested by means of Partial Least Squares with data obtained from 200 experienced employees recruited from CloudResearch Connect crowdsourcing platform.

Findings

Practical wisdom is a multidimensional construct that may be operationalized and measured like other well-established knowledge management concepts. Practical wisdom guides employee counterproductive and productive knowledge behavior: it suppresses knowledge sabotage and knowledge hiding (whether general, evasive, playing dumb, rationalized or bullying) and promotes knowledge sharing. While all proposed dimensions contribute to employee practical wisdom, particularly salient are subject matter expertise, moral purpose in decision-making, self-reflection in the workplace and external reflection in the workplace. Unexpectedly, practical wisdom facilitates knowledge hoarding instead of reducing it.

Practical implications

Managers should realize that possessing practical wisdom is not limited to a group of select, high-level executives. Organizations may administer the practical wisdom questionnaire presented in this study to their workers to identify those who score the lowest, and invest in employee training programs that focus on the development of those attributes pertaining to the practical wisdom dimensions.

Originality/value

The concept of practical wisdom is a controversial topic that has both detractors and supporters. To the best of the author’s knowledge, this is the first large-scale empirical study of practical wisdom in the knowledge management domain.

目的这篇具有实际影响力的研究文章旨在以经验为基础,探讨知识管理研究中最具争议、最难以捉摸的概念之一--实践智慧。它建立了一个 10 维实践智慧模型,并在反作用和生产性知识行为的名义网络中对其进行了测试。研究结果实用智慧是一个多维度的概念,可以像其他成熟的知识管理概念一样进行操作和测量。实践智慧指导员工的反作用知识行为和生产性知识行为:它抑制知识破坏和知识隐藏(无论是泛泛而谈、回避、装傻、合理化还是恃才傲物),并促进知识共享。虽然所有提出的维度都有助于提高员工的实践智慧,但尤其突出的是学科专业知识、决策中的道德目的、工作场所中的自我反思以及工作场所中的外部反思。实际意义管理者应该认识到,拥有实践智慧并不局限于那些经过挑选的高层管理人员。企业可以对员工进行本研究中提出的实用智慧问卷调查,找出得分最低的员工,并投资于员工培训项目,重点培养与实用智慧维度相关的特质。原创性/价值实用智慧的概念是一个有争议的话题,既有反对者,也有支持者。据作者所知,这是首次对知识管理领域的实践智慧进行大规模的实证研究。
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引用次数: 0
Why do employees hide knowledge after working hours? Linking non-working time ICT demands to deceptive knowledge hiding 员工为何在下班后隐藏知识?将非工作时间的信息和通信技术需求与欺骗性知识隐藏联系起来
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-02-19 DOI: 10.1108/jkm-05-2023-0393
Peixu He, Hanhui Zhou, Qiongyao Zhou, Cuiling Jiang, Amitabh Anand

Purpose

Employees may adopt deceptive knowledge hiding (DKH) due to nonworking time information and communication technology (ICT) demands. Drawing from the conservation of resources (COR) theory, this study aims to develop and test a model of deceptive knowledge hiding (DKH) due to nonworking time information and communication technology (ICT) demands.

Design/methodology/approach

In total, 300 service employees have joined the three-wave surveys. Path analysis and bootstrapping methods were used to test the theoretical model.

Findings

Results suggest that knowledge requests during nonworking time could deplete employees’ resources and increase their tendency to engage in DKH, whereas work recovery and emotional exhaustion mediate this relationship. In addition, employees’ work–family segmentation preferences (WFSP) were found to moderate the direct effects of nonworking time ICT demands on employees’ work recovery and emotional exhaustion and the indirect effects of knowledge requests after working hours on DKH through employees’ work recovery and emotional exhaustion.

Originality/value

First, the findings of this study shed light on the relationship between knowledge requests during employees’ nonworking time and knowledge hiding, suggesting that knowledge hiding could occur beyond working hours. Second, drawing on COR theory, this study explored two joint processes of resource replenishment failure and depletion and how nonworking time ICT demands trigger knowledge hiding. Third, the interaction effect of individuals’ WFSP and nonworking time factors on knowledge hiding deepens the understanding of when nonworking time ICT demands may induce knowledge hiding through various processes.

目的由于非工作时间的信息和通信技术(ICT)需求,员工可能会采取欺骗性知识隐藏(DKH)。本研究借鉴资源保护(COR)理论,旨在建立并检验非工作时间信息和通信技术(ICT)需求导致的欺骗性知识隐藏(DKH)模型。结果结果表明,非工作时间的知识需求会耗尽员工的资源,增加他们参与 DKH 的倾向,而工作恢复和情绪衰竭会调节这种关系。此外,研究还发现,员工的工作-家庭细分偏好(WFSP)可以调节非工作时间信息和通信技术需求对员工工作恢复和情绪耗竭的直接影响,以及工作时间后知识请求通过员工工作恢复和情绪耗竭对 DKH 的间接影响。其次,本研究借鉴 COR 理论,探讨了资源补充失败和资源消耗的两个联合过程,以及非工作时间的 ICT 需求如何引发知识隐藏。第三,个人的 WFSP 和非工作时间因素对知识隐藏的交互影响加深了人们对非工作时间信息和通信技术需求何时可能通过各种过程诱发知识隐藏的理解。
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引用次数: 0
Interactive impact of transformational leadership and organizational innovation on online knowledge sharing: a knowledge management perspective 变革型领导力和组织创新对在线知识共享的互动影响:知识管理视角
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-02-19 DOI: 10.1108/jkm-09-2022-0758
Mai Nguyen, Piyush Sharma

Purpose

As knowledge management increasingly becomes critical for the success of professional service firms, this paper uses social exchange theory to investigate the interactive impact of transformational leadership and organizational innovation on online knowledge sharing by employees in professional service firms. This study aims to investigate the mediating roles of job autonomy and job engagement in this process.

Design/methodology/approach

Data were collected from a survey of 350 frontline employees in professional service providers, including banking, telecommunication and insurance. Structural equation modeling was used for data analysis.

Findings

The results show that transformational leadership positively affects job autonomy, which in turn has a positive impact on online knowledge sharing through job engagement. Thus, job autonomy and job engagement mediate the relationship between transformational leadership and online knowledge sharing. Finally, organizational innovation moderates the relationship between transformational leadership and job autonomy.

Originality/value

This paper extends the knowledge management literature by studying the impact of transformational leadership on the online knowledge-sharing behavior and exploring the focal roles of job autonomy and job engagement in online-sharing behavior in professional service firms. The findings also provide useful implications for practitioners to help them engage employees in the adoption of digital technologies to optimize outcomes.

目的 随着知识管理日益成为专业服务公司成功的关键,本文运用社会交换理论研究了变革型领导和组织创新对专业服务公司员工在线知识共享的交互影响。本研究旨在探讨工作自主性和工作参与度在这一过程中的中介作用。设计/方法/途径通过对专业服务提供商(包括银行、电信和保险)中 350 名一线员工的调查收集数据。研究结果表明,变革型领导会对工作自主性产生积极影响,而工作自主性又会通过工作参与度对在线知识共享产生积极影响。因此,工作自主性和工作敬业度是变革型领导与在线知识共享之间关系的中介。原创性/价值 本文通过研究变革型领导对在线知识共享行为的影响,探讨了工作自主性和工作投入在专业服务公司在线共享行为中的焦点作用,从而扩展了知识管理文献。研究结果还为从业人员提供了有益的启示,帮助他们让员工参与到数字技术的采用中来,从而优化成果。
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引用次数: 0
Unlocking the relationship between ambidextrous leadership style and HRM practices in knowledge-intensive SMES 揭示知识密集型中小型企业中双面领导风格与人力资源管理实践之间的关系
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-02-15 DOI: 10.1108/jkm-04-2023-0339
Ashish Malik, Jaya Gupta, Ritika Gugnani, Amit Shankar, Pawan Budhwar

Purpose

This paper aims to explore the relationship between owner-manager or leader’s ambidextrous leadership style and its effect on human resource management (HRM) practices, contextual ambidexterity and knowledge-intensive small- and medium-enterprises (SMEs) strategic agility.

Design/methodology/approach

This study presents an in-depth qualitative case study analysis of two knowledge-intensive SMEs from India’s information technology and health-care products industry serving a range of global clients. Using the theoretical lenses of empowerment-focused HRM practices, ambidextrous leaders, contextual ambidexterity and strategic agility, semi-structured interview data of leaders, managers and employees of the case organizations were analysed. Through a two-staged analytical process, we abductively developed a novel conceptual framework at the intersection of the above theoretical lenses.

Findings

The findings suggest that the knowledge-intensive SME’s strategic agility, ambidexterity and empowerment-focussed HRM approach was influenced by the owner-manager or leader’s ambidextrous leadership style and their philosophy towards managing people and had a positive impact in creating a culture of trust, participation, risk-taking and openness, and led to delivering innovative products and services as well as several positive employee-level outcomes.

Originality/value

Recent literature reviews on HRM In SMEs highlight several gaps, including the impact of owner-manager or leader’s philosophy of managing people in shaping HRM practices and employee outcomes. This paper thus adds to the existing literature on HRM and knowledge-intensive SMEs.

本文旨在探讨所有者-管理者或领导者的双面领导风格之间的关系及其对人力资源管理(HRM)实践、情境灵活性和知识密集型中小企业(SMEs)战略灵活性的影响。本研究从注重授权的人力资源管理实践、灵活的领导者、情境灵活性和战略灵活性等理论视角出发,对案例组织的领导者、管理者和员工进行了半结构化访谈数据分析。研究结果研究结果表明,知识密集型中小型企业的战略敏捷性、环境灵活性和以授权为重点的人力资源管理方法受到所有者-管理者或领导者的双面领导风格及其人员管理理念的影响,并在创建信任、参与、冒险和开放的文化方面产生了积极影响,从而提供了创新产品和服务,并在员工层面取得了若干积极成果。原创性/价值近期有关中小型企业人力资源管理的文献综述凸显了几个空白点,其中包括企业所有者-管理者或领导者的人员管理理念对人力资源管理实践和员工成果的影响。因此,本文对现有关于人力资源管理和知识密集型中小企业的文献进行了补充。
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引用次数: 0
Knowledge management and career readiness: a review and synthesis 知识管理与职业准备:回顾与综述
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-02-13 DOI: 10.1108/jkm-02-2023-0140
Sachin Kumar Raut, Ilan Alon, Sudhir Rana, Sakshi Kathuria

Purpose

This study aims to examine the relationship between knowledge management and career development in an era characterized by high levels of youth unemployment and a demand for specialized skills. Despite the increasing transition to a knowledge-based economy, there is a significant gap between young people’s skills and career readiness, necessitating an in-depth analysis of the role of knowledge management at the individual, organizational and national levels.

Design/methodology/approach

The authors conducted a qualitative study using the theory-context-characteristics-methodology approach based on a systematic literature review. The authors created an ecological framework for reflecting on knowledge management and career development, arguing for a multidisciplinary approach that invites collaboration across sectors to generate innovative and reliable solutions.

Findings

This study presents a comprehensive review of the existing literature and trends, noting the need for more focus on the interplay between knowledge management and career development. It emphasizes the need for businesses to promote the acquisition, storage, diffusion and application of knowledge and its circulation and exchange to create international business human capital.

Practical implications

The findings may help multinational corporations develop managerial training programs and recruitment strategies, given the demand for advanced knowledge-based skills in the modern workspace. The study also discusses the influences of education, experience and job skills on business managers’ performance, guiding the future recruitment of talents.

Originality/value

To the best of the authors’ knowledge, this review is among the first to assess the triadic relationship between knowledge management, career development and the global unemployment crisis. The proposed multidisciplinary approach seeks to break down existing silos, thus fostering a more comprehensive understanding of how to address these ongoing global concerns.

目的 本研究旨在探讨在青年失业率居高不下、专业技能需求旺盛的时代,知识管理与职业发展之间的关系。尽管日益向知识型经济转型,但年轻人的技能和职业准备之间仍存在巨大差距,因此有必要深入分析知识管理在个人、组织和国家层面的作用。作者创建了一个反思知识管理和职业发展的生态框架,主张采用多学科方法,邀请跨部门合作,以产生创新和可靠的解决方案。研究结果本研究对现有文献和趋势进行了全面回顾,指出需要更加关注知识管理和职业发展之间的相互作用。研究强调,企业需要促进知识的获取、存储、传播和应用,以及知识的流通和交流,以创造国际商业人力资本。研究结果可能有助于跨国公司制定管理培训计划和招聘战略,因为现代工作场所需要先进的知识型技能。本研究还探讨了教育、经验和工作技能对企业管理者绩效的影响,为今后的人才招聘工作提供了指导。 原创性/价值 据作者所知,本综述是首次对知识管理、职业发展和全球失业危机之间的三重关系进行评估的综述之一。所提出的多学科方法力求打破现有的各自为政的局面,从而促进人们更全面地了解如何解决这些持续存在的全球性问题。
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引用次数: 0
Combining artificial and human intelligence to manage cross-cultural knowledge in humanitarian logistics: a Yin–Yang dialectic systems view of knowledge creation 结合人工智能和人类智能管理人道主义物流中的跨文化知识:知识创造的阴阳辩证系统观
IF 7 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-02-09 DOI: 10.1108/jkm-06-2023-0458
Tachia Chin, T.C.E. Cheng, Chenhao Wang, Lei Huang

Purpose

Aiming to resolve cross-cultural paradoxes in combining artificial intelligence (AI) with human intelligence (HI) for international humanitarian logistics, this paper aims to adopt an unorthodox Yin–Yang dialectic approach to address how AI–HI interactions can be interpreted as a sophisticated cross-cultural knowledge creation (KC) system that enables more effective decision-making for providing humanitarian relief across borders.

Design/methodology/approach

This paper is conceptual and pragmatic in nature, whereas its structure design follows the requirements of a real impact study.

Findings

Based on experimental information and logical reasoning, the authors first identify three critical cross-cultural challenges in AI–HI collaboration: paradoxes of building a cross-cultural KC system, paradoxes of integrative AI and HI in moral judgement and paradoxes of processing moral-related information with emotions in AI–HI collaboration. Then applying the Yin–Yang dialectic to interpret Klir’s epistemological frame (1993), the authors propose an unconventional stratified system of cross-cultural KC for understanding integrative AI–HI decision-making for humanitarian logistics across cultures.

Practical implications

This paper aids not only in deeply understanding complex issues stemming from human emotions and cultural cognitions in the context of cross-border humanitarian logistics, but also equips culturally-diverse stakeholders to effectively navigate these challenges and their potential ramifications. It enhances the decision-making process and optimizes the synergy between AI and HI for cross-cultural humanitarian logistics.

Originality/value

The originality lies in the use of a cognitive methodology of the Yin–Yang dialectic to metaphorize the dynamic genesis of integrative AI-HI KC for international humanitarian logistics. Based on system science and knowledge management, this paper applies game theory, multi-objective optimization and Markov decision process to operationalize the conceptual framework in the context of cross-cultural humanitarian logistics.

目的为了解决国际人道主义物流中人工智能(AI)与人类智能(HI)相结合的跨文化悖论,本文旨在采用一种非正统的阴阳辩证法来探讨如何将人工智能与人类智能的互动解释为一种复杂的跨文化知识创造(KC)系统,从而为跨国界的人道主义救援提供更有效的决策。研究结果基于实验信息和逻辑推理,作者首先确定了人工智能与人机交互合作中的三个关键跨文化挑战:构建跨文化知识创造系统的悖论、人工智能与人机交互在道德判断中的整合悖论以及人工智能与人机交互合作中用情感处理道德相关信息的悖论。然后,作者运用阴阳辩证法解释了 Klir 的认识论框架(1993 年),提出了一个非常规的跨文化 KC 分层系统,用于理解跨文化人道主义物流中的人工智能-人机交互综合决策。 本文不仅有助于深入理解跨境人道主义物流背景下由人类情感和文化认知产生的复杂问题,还能帮助不同文化背景的利益相关者有效地应对这些挑战及其潜在影响。原创性/价值原创性在于使用阴阳辩证法的认知方法来隐喻国际人道主义物流中人工智能与人道智能整合 KC 的动态起源。本文以系统科学和知识管理为基础,运用博弈论、多目标优化和马尔可夫决策过程,在跨文化人道主义物流的背景下实现了概念框架的可操作性。
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引用次数: 0
期刊
Journal of Knowledge Management
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