Search results

1 – 10 of over 2000
Article
Publication date: 3 June 2021

Olivera Marjanovic

This paper focuses on the “how” of business analytics (BA) value creation, which remains an open research problem and a practical challenge. The main purpose of this paper is to…

1279

Abstract

Purpose

This paper focuses on the “how” of business analytics (BA) value creation, which remains an open research problem and a practical challenge. The main purpose of this paper is to propose a novel BA value creation mechanism that is BA-enabled improvement of Knowledge-intensive Business Processes (KIBPs), with experiential knowledge of decision makers as the key to a more sustainable BA-enabled competitive differentiation.

Design/methodology/approach

This research uses a qualitative research case study, conducted in a large retail distribution company. The research insights were observed through a combined lens of work systems theory and the knowledge-based view (KBV) of the firm, using an interpretive approach.

Findings

The proposed theoretical model identifies three stages of KIBP improvement through BA and explains how they lead to a sustainable BA-enabled competitive differentiation. Stage 1 focusses on BA support for individual knowledge-intensive tasks, Stage 2 focusses on individual decision makers and their ability to gain KIBP-related analytical insights and turn them into action; and Stage 3 on sharing of the acquired experiential knowledge amongst decision makers using BA.

Originality/value

In addition to proposing a novel mechanism for BA value creation, this research demonstrates the importance of leveraging experiential knowledge of decision makers as a pathway to a more sustainable competitive differentiation through BA. This, in turn, creates new opportunities for knowledge management researchers to engage in BA-related research. It also opens a new approach for BA researchers to investigate BA value creation mechanisms through the lens of KBV, rather than more common resource-based or capability-based views.

Book part
Publication date: 11 November 2019

John Werkhoven

An increased understanding of the capabilities needed for HR Analytics and how to build synergies from these capabilities is of practical and academic importance. Using the lens…

Abstract

An increased understanding of the capabilities needed for HR Analytics and how to build synergies from these capabilities is of practical and academic importance. Using the lens of Systems Theory, an explorative case study is performed in a multinational food distribution company that is building its HR Analytics Capabilities. In this study, the synergistic enablers and mechanisms have been examined in practice for the domain of HR Analytics and the BA Capabilities involved (clustered into Technology, Governance, Analytic Practices and Processes, People and Culture). Examples of (in)compatibilities, integration efforts, mechanisms and synergistic outcomes are given from the case organization. This study provides insights on how in practice the interaction between BA Capabilities can lead to synergistic relationships and synergistic outcomes and through what mechanisms and enablers this is being facilitated. The study contributes to HR Analytics and IS literature in terms of the use of synergistic enablers and mechanisms in practice.

Details

HRM 4.0 For Human-Centered Organizations
Type: Book
ISBN: 978-1-78973-535-2

Keywords

Article
Publication date: 19 April 2022

Samiah Jaber Altarawneh and Raid Al-Adaileh

This study aims to examine the impact of knowledge management processes (KMPs) on business transformation (BT) as mediated by business agility (BA).

Abstract

Purpose

This study aims to examine the impact of knowledge management processes (KMPs) on business transformation (BT) as mediated by business agility (BA).

Design/methodology/approach

The study is a quantitative, descriptive and analytical study. A two-stage sampling was selected. A total of 380 questionnaires were distributed using a self-administered survey to six companies representing the study context. A total of 362 questionnaires were collected and analyzed using SPSS and Path analysis (AMOS-22), with a response rate of 95.2%.

Findings

The study revealed that creation, storage, sharing and application of knowledge had statistically significant impact on BT. Moreover, the results revealed that BA had a positive effect on BT. Finally, this study confirms the mediating role of BA.

Practical implications

This study has several practical implications. These include, but are not limited to, more focus on both the KMPs and BT dimensions to improve their levels. There is also a need to search for other factors that can support BT efforts to enhance the growth potential and survival of business organizations.

Originality/value

The study confirms that KMPs can facilitate transforming of business to cope with unending environmental changes. Considering the scarcity of the available empirical as well as theoretical studies within the Jordanian as well as the overall Arab countries context, the study and its findings are expected to provide some insights and useful contribution concerning the potential mediating impact of BA, which, as revealed by the literature review, has rarely been considered in previous studies. This could open the door for further research to understand the mechanisms of BT and its predictive variables.

Details

Global Knowledge, Memory and Communication, vol. 72 no. 8/9
Type: Research Article
ISSN: 2514-9342

Keywords

Book part
Publication date: 12 May 2017

Mitsuru Kodama

This chapter discusses the theoretical framework of the strategic knowledge creation process for realizing business innovation. It presents an explanation of the relationship…

Abstract

This chapter discusses the theoretical framework of the strategic knowledge creation process for realizing business innovation. It presents an explanation of the relationship between the concept of the business community that originates with the formation of “Ba” (which is required in the formulation and execution of the strategic knowledge creation process) and the strategic knowledge creation process. The chapter also analyzes and examines the theoretical framework where the holistic leadership of practitioners achieves new business innovation through the formation of a business community, which is the organizational platform for practicing strategic knowledge creation, that is, the sharing, inspiration, creation, and stockpiling of knowledge.

In particular, the chapter presents a dynamic, theoretical framework where all practitioners at every level of management demonstrate holistic leadership across a three-layered structure (three practice layers) including the formal organization layer, the informal organization layer, and the psychological boundary layer to connect elements for formulating and executing macro and micro strategies and the business community, which has its origins in the formation of “Ba,” to drive the strategic knowledge creation processes.

Details

Developing Holistic Leadership
Type: Book
ISBN: 978-1-78714-421-7

Keywords

Article
Publication date: 17 February 2021

Alexey Bereznoy, Dirk Meissner and Veronica Scuotto

Generally, there is a common sense to consider knowledge sharing and creation as two separate processes but a new matter emerges when those processes are intertwining. In this…

2904

Abstract

Purpose

Generally, there is a common sense to consider knowledge sharing and creation as two separate processes but a new matter emerges when those processes are intertwining. In this vein, this research aims to discuss on the lens of the open innovation (OI) model how such intertwining generates digital platform-based ecosystem.

Design/methodology/approach

The theoretical approach is used to largely discuss the intertwining of knowledge sharing and creation in the current digital era. It debates such scenario considering past and present studies and suggests future research streamlines.

Findings

It offers a new theoretical model that can be implemented in a micro, meso and macro level where the concept of “ba” (or ba-sho) assumes the form of a digital platform where knowledge sharing is in motion and dynamically interacts with the knowledge creation.

Originality/value

By discussing the intertwining of knowledge creation and sharing in OI context along with digital trends (e.g. platform innovation ecosystems and platform innovation management), the study offers a new conceptual framework that relies on such intertwining accompanied by the concept of “ba – sho.” In this vein, research limits and new research are suggested to demonstrate and support this conceptual study.

Details

Journal of Knowledge Management, vol. 25 no. 8
Type: Research Article
ISSN: 1367-3270

Keywords

Article
Publication date: 13 September 2011

Rajnish Kumar Rai

Organizational culture is a critical factor in building and reinforcing knowledge management in organizations. However, there is no theoretical framework that comprehensively

15047

Abstract

Purpose

Organizational culture is a critical factor in building and reinforcing knowledge management in organizations. However, there is no theoretical framework that comprehensively explains the effect of organizational culture on knowledge management in organizations. This paper endeavors to develop a theoretical integrative framework for organizational knowledge management and organizational culture.

Design/methodology/approach

This is a conceptual paper. It modifies the “competing value framework” by adding a new dimension representing ethical and trusting culture, and then integrates it with the SECI model of knowledge creation and conversion by identifying the conceptual parallels between the two frameworks and then analyzing the interaction effects among the dimensions.

Findings

Based on the congruity between the modified competing values framework and the knowledge creation and conversion framework, the paper formulates six propositions about the propensity of organizations of different dominant cultural styles to engage in the four processes of knowledge creation and conversion.

Research limitations/implications

The dynamic nature of the framework presented in the paper points to the importance of longitudinal and comparative research in understanding the effects of organizational culture on organizational knowledge management systems in organizations.

Practical implications

The proposed integrative framework would facilitate organizational learning and lead to the improvement of knowledge management practices in organizations as it helps managers to understand the linkages between culture and knowledge management.

Originality/value

This paper presents a new framework linking organizational culture to knowledge management. It moves away from analyzing culture only in terms of its positive and negative influences on knowledge management. Instead, it suggests a typology of the kind of knowledge management processes that organizations are likely to focus on depending on the culture that prevails in an organization.

Details

Journal of Knowledge Management, vol. 15 no. 5
Type: Research Article
ISSN: 1367-3270

Keywords

Article
Publication date: 15 July 2020

Tachia Chin, Shouyang Wang and Chris Rowley

This study aims to characterise an intricate, idiosyncratic knowledge-creating mechanism in the modern digital context of cross-cultural business models (CBM). From an integrative…

1027

Abstract

Purpose

This study aims to characterise an intricate, idiosyncratic knowledge-creating mechanism in the modern digital context of cross-cultural business models (CBM). From an integrative socio-cultural and philosophical perspective, the authors suggest a novel concept of polychronic knowledge creation (PKC) and its metaphor to theorise such a complex phenomenon.

Design/methodology/approach

This paper is conceptual in nature. It critically reviews the literature characterising the flourishing of information and communication technology (ICT)-driven CBMs and clarifies a research gap. The authors draw a dynamic conceptual framework describing how knowledge is created poly-chronically within CBMs, while also articulating and justifying the occurrence of knowledge icebergs as a manifestation of critical cognitive variances and biases in such contexts.

Findings

Building upon existential phenomenology, the authors regard the sea as a parable of the CBM ecosystem and propose the new notion of PKC as a dynamic time-space synthesis and its associated sea-like heuristic metaphor. These elucidate how the intricate interconnectivity of a focal firm with its diverse strategic partners kindles a discursive, multi-path knowledge creation process in ICT-driven CBMs under multiple jurisdictions with manifold cultures.

Research limitations/implications

Implications regarding the role of cross-cultural management in creating new knowledge within CBMs are provided.

Originality/value

The research complements and enriches Nonaka’s (1994) theory and its underlying metaphor “ba” (by incorporating the abstruse yet vital role of culture in the synthesizing process of knowledge creation) to propose the novel ideas of PKC and the sea-like heuristic metaphor in CBMs.

Details

Journal of Knowledge Management, vol. 25 no. 1
Type: Research Article
ISSN: 1367-3270

Keywords

Article
Publication date: 2 May 2008

Chuni Wu

This paper aims to analyze how organizational conditions, technology adoption, supplier relationship management and customer relationship management affect knowledge creation

6364

Abstract

Purpose

This paper aims to analyze how organizational conditions, technology adoption, supplier relationship management and customer relationship management affect knowledge creation through socialization‐externalization combination, internalization (SECI) modes, and various ba, as proposed by Nonaka and Konno, in a supply chain.

Design/methodology/approach

A qualitative inquiry with thematic analysis, which focuses on a thin film transistor‐liquid crystal display (TFT‐LCD) panel manufacturer and an integrated circuits (IC) packaging and testing manufacturer, is presented in order to identify how these key factors affect knowledge creation in a supply chain environment through the SECI modes and ba.

Findings

The results show that these critical factors facilitate different types of knowledge conversion process in order to achieve successful knowledge creation in a supply chain. Knowledge of the significant factors that were found in this study may be applicable to countries or areas such as Hong Kong, Korea, Singapore or other developing countries, whose dominant businesses are similar to the original equipment manufacturers (OEMs)/original design manufacturers (ODMs) in Taiwan.

Research limitations/implications

This paper considers the case study only as one empirical illustration of many other possible implementation processes. The study does not assume that these companies are a paradigm or that the specific situation is applicable to all other business enterprises. Future researchers interested in this field are therefore encouraged to triangulate its findings by examining variables generated from this study.

Originality/value

This study employs a quantitative approach to investigate critical knowledge creation factors for supply chain performance. Through empirical study, a better understanding of the dynamics of knowledge creation in a supply chain can be gained.

Details

Supply Chain Management: An International Journal, vol. 13 no. 3
Type: Research Article
ISSN: 1359-8546

Keywords

Article
Publication date: 1 April 2004

Tomi Hussi

Intellectual capital, intangible assets and knowledge creation are all concepts that are strongly linked to the phenomenon of knowledge management. Yet they have only been…

6242

Abstract

Intellectual capital, intangible assets and knowledge creation are all concepts that are strongly linked to the phenomenon of knowledge management. Yet they have only been parallel to each other. This controversy between different approaches has also resulted in vague definitions of knowledge management. This paper will critically discuss the definitions of these concepts. The analysis shows that different concepts actually focus on different angles of the topic. Based on this, a model will be built that ties all of them into a unitary entity. At the same time, this model gives a reconfigured definition of the concept of knowledge management.

Details

Journal of Knowledge Management, vol. 8 no. 2
Type: Research Article
ISSN: 1367-3270

Keywords

Article
Publication date: 8 May 2017

Yichuan Wang and Terry Anthony Byrd

Drawing on the resource-based theory and dynamic capability view, this paper aims to examine the mechanisms by which business analytics (BA) capabilities (i.e. the effective use…

5008

Abstract

Purpose

Drawing on the resource-based theory and dynamic capability view, this paper aims to examine the mechanisms by which business analytics (BA) capabilities (i.e. the effective use of data aggregation, analytics and data interpretation tools) in healthcare units indirectly influence decision-making effectiveness through the mediating role of knowledge absorptive capacity.

Design/methodology/approach

Using a survey method, this study collected data from the hospitals in Taiwan. Of the 155 responses received, three were incomplete, giving a 35.84 per cent response rate with 152 valid data points. Structural equation modeling was used to test the hypotheses.

Findings

This study conceptualizes, operationalizes and measures the BA capability as a multi-dimensional construct that is formed by capturing the functionalities of BA systems in health care, leading to the conclusion that healthcare units are likely to obtain valuable knowledge through using the data analysis and interpretation tools effectively. The effective use of data analysis and interpretation tools in healthcare units indirectly influence decision-making effectiveness, an impact that is mediated by absorptive capacity.

Originality/value

This study adds values to the literature by conceptualizing BA capabilities in healthcare and demonstrating how knowledge absorption matters when implementing BA to the decision-making process. The mediating role of absorptive capacity not only provides a mechanism by which BA can contribute to decision-making practices but also offers a new solution to the puzzle of the IT productivity paradox in healthcare settings.

Details

Journal of Knowledge Management, vol. 21 no. 3
Type: Research Article
ISSN: 1367-3270

Keywords

1 – 10 of over 2000