Muhammad, Nur Amalina (2019) Systematic Approach To Knowledge Routines And Knowledge Creation In Kaizen. PhD thesis, Universiti Sains Malaysia.
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Abstract
Continuously creating new knowledge is a vital business strategy for a company to sustain competitive advantage. In a Lean Six Sigma organization, Kaizen is performed as a project, with common underpinning of methodology such as PDCA and DMAIC. As a team-based and goal-driven activity, Kaizen also provides a regular base to actively create knowledge. Specifically, different knowledge routines would take place to create knowledge in Kaizen. Five knowledge routines of interest to Kaizen are meeting (KR1), Gemba walk (KR2), mentoring (KR3), coaching (KR4) and referencing (KR5). An extensive literature review has shown that mainstream research often focused on incorporation of selective knowledge routines in Kaizen, presuming the value of these routines and with little disclosure on their deployments. In this sense, research aims to distinguish the forms of these routines and then, to measure their significances to knowledge creation through several case studies. Specifically, the research defines three different systems of knowledge routines: Basic knowledge routine system (S1), refined knowledge routine system (S2) and SECI-Ba knowledge routine system (S3). S1 represents knowledge routines deployed in a crude form, often informally and with little planning and predetermined structure. S2 represents knowledge routines running in a defined and feedback-loop system. S3 is an extended system of S2 by making explicit the elements of two related knowledge creation models, SECI and Ba. Five performance measures appertaining knowledge creation are considered: percentage of goals met (TSO1), impact on area (TSO2), overall business success (TSO3), knowledge gain in Kaizen and LSS (SSO1) and skill of idea generation and decision making (SSO2). Study was performed by using case studies, questionnaire survey and statistical analysis. Twenty Kaizen case studies were collected and questionnaires were conducted with knowledge leaders involving in these Kaizens, over three years period. In statistical analysis, a multiple regression analysis was used to determine the relationship between knowledge routines to knowledge creation. Two critical findings were gained from the study. Firstly, the survey showed that S2 achieved 52.76% higher mean rating of effectiveness of knowledge creation compared to S1. S3 achieved higher mean ratings of effectiveness of knowledge creation than S2 and S1, with increment of 25% and 64.57%, respectively. These provide strong evidences that system harnessing SECI and Ba consistently outperformed its counterparts. Secondly, while statistical analysis showed that five knowledge routines are significantly related to knowledge creation in all systems, their individual significances vary to measurement items of knowledge creation. S1-KR2, S2-KR1 and S3- KR1 have the highest significance to TSO1. In terms of significance to TSO2, KR2 is the highest among all systems. KR1 has the highest significance to TSO3 and SSO2 in all systems. S1-KR4, S2-KR3 and S3-KR3 have the highest significance to SSO1. KR5 is the least significant in all systems. The research contribution is the system development and empirical evidence underscoring SECI-BA enabling conditions in knowledge routines to facilitate knowledge creation in Kaizen. The main research limitation is case studies with relatively small sample size and based on a single organization, despite characteristically heterogeneous and diverse.
| Item Type: | Thesis (PhD) |
|---|---|
| Subjects: | T Technology T Technology > TJ Mechanical engineering and machinery > TJ1-1570 Mechanical engineering and machinery |
| Divisions: | Kampus Kejuruteraan (Engineering Campus) > Pusat Pengajian Kejuruteraan Mekanikal (School of Mechanical Engineering) > Thesis |
| Depositing User: | Mr Mohamed Yunus Mat Yusof |
| Date Deposited: | 03 Nov 2020 08:54 |
| Last Modified: | 17 Nov 2021 03:42 |
| URI: | http://eprints.usm.my/id/eprint/47848 |
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