Factor Affecting Knowledge Transfer Successfulness of Digital Tools: A Case Study of Petrochemicals Company in Thailand

Authors

  • Fariya Sakasuppharurk College of Innovation, Thammasat University
  • Orapan Khongmalai College of Innovation, Thammasat University

Keywords:

Factor Affecting, Knowledge Transfer, Digital Tools, Exploratory Factor Analysis

Abstract

This quantitative research aimed to study the component of factors affecting the success of digital knowledge transfer for digital competency enhancement of Non-IT employee and provide ways to develop strategies for transferring digital knowledge in the organization. The 442 samples of a petrochemical company in Thailand were randomly selected by purposive sampling method. The data collection was conducted via online closed-ended questionnaire with the testing of content validity and reliability. The data were analyzed using exploratory component analysis techniques to define complementary factors and regroup factors. The results of the research revealed that the factors affecting the success of digital knowledge transfer consisted of 5 factors; namely, (1) Knowledge Transferor, (2) Knowledge Receiver including knowledge, experience, absorptive capacity and willingness, (3) Technology Characteristic, (4) Transfer Process (5) Digital Culture. Regarding the ways to develop strategies, the organization should focus all 5 factors; disseminative capacity of transferor, willingness building of receiver for digital adoption, selection suitable and easy-to-use digital tools, development of the knowledge transfer focusing a content and practice process and continuously organization supporting in term of resources, top management and communication.

References

สุรพงษ์ คงสัตย์ และธีรชาติ ธรรมวงค์. (2558). การหาค่าความเที่ยงตรงของแบบสอบถาม (IOC). มหาวิทยาลัยมหาจุฬาลงกรณราชวิทยาลัย. สืบค้นเมื่อ 25 ตุลาคม 2565 จาก https://www.mcu.ac.th/article/detail/14329.

อรพรรณ คงมาลัย และอัญณิฐา ดิษฐานนท์. (2562). เทคนิควิจัยด้านการบริหารเทคโนโลยีและนวัตกรรม (พิมพ์ครั้งที่ 1). กรุงเทพฯ: มหาวิทยาลัยธรรมศาสตร์.

อรรถไกร พันธุ์ภักดี. (2559). การเปรียบเทียบผลการใช้สถิติวิเคราะห์ข้อมูลเพื่อตรวจสอบความตรงเชิงโครงสร้างของแบบวัดทุนทางสังคมระหว่างการวิเคราะห์องค์ประกอบเชิงสำรวจกับการวิเคราะห์องค์ประกอบเชิงยืนยัน. วารสารบริหารธุรกิจเศรษฐศาสตร์และการสื่อสาร, 11(2), 46-61.

Bjorvatn, T., & Wald, A. (2018). Project Complexity and Team-level Absorptive Capacity as Drivers of Project Management Performance. International Journal of Project Management, 36(2018), 876-888.

Bacon, E., Williams, M. D., & Davies, G. (2020). Coopetition in Innovation Ecosystems: A comparative Analysis of Knowledge Transfer Configurations. Journal of Business Research, 115(2020), 307-316.

Daugherty, P., Ghosh, B., Rippert, A., Venkataraman, R. and H. J., Wilson. (2021). Scaling Enterprise Digital Transformation. Retrieved on October 10, 2022 from https://www.accenture.com/us-en/insights/technology/scaling-enterprise-digital-transformation.

Field, A. (2017). Discovering Statistics Using IBM SPSS Statistics. (5 ed.). London: SAGE Edge.

Glaser, M., Blake, O., Bertolini, L., Te Brömmelstroet, M., & Rubin, O. (2021). Learning from Abroad: An Interdisciplinary Exploration of Knowledge Transfer in the Transport Domain. Research in Transportation Business & Management, 39(2021), 100531.

Gurumurthy, R., Nanda R. & Schatsky, D. (2022). Putting Digital at the Heart of Strategy. Retrieved on October 10, 2022 from https://www2.deloitte.com/us/en/insights/topics/digital-transformation/digital-acceleration-in-a-changing-world.html.

Hair, J. F., Balck, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate Data Analysis: A Global Perspective. (7thed.). New York: Pearson.

Hamalainen, R., Nissinen, K., Mannonen, J., Lamsa, J., PhD, Leino, K., & Taajamo, M. (2021). Understanding Teaching Professionals’ Digital Competence: What do PIAAC and TALIS Reveal About Technology-related Skills, Attitudes, and Knowledge?. Computers in Human Behavior, 117(2021), 106672.

Hamid, N.A.A., & Salim, J. (2011). A Conceptual Framework of Knowledge Transfer in Malaysia E Government IT Outsourcing: An Integration with Transactive Memory System (TMS). International Journal of Computer Science Issues, 8(5), 51-64.

Ifenthaler, D., & Egloffstein, M. (2019). Development and Implementation of a Maturity Model of Digital Transformation. Association for Educational Communications & Technology 2019, TechTrends, 64, 302–309.

Karlsen, J. T., & Gottschalk, P. (2015). Factors Affecting Knowledge Transfer in IT Projects. Engineering Management Journal, 16(1), 3-11.

Khongmalai, O., & Distanont, A. (2022). Influence of Knowledge Transfer Model on IT Outsourcing Performance: An Empirical Evidence of Thai Banking Industry. Kasetsart Applied Business Journal, 16(24), 73–92.

Kumar, J.A., & Ganesh, L. (2009). Research on Knowledge Transfer in Organizations: A Morphology. Journal of Knowledge Management, 13(4), 161-174.

Liyanage, C., Elhag, T., Ballal, T., & Li, Q. (2009). Knowledge Communication and Translation-a Knowledge Transfer Model. Journal of Knowledge management, 13(3), 118-131.

Lockett, N., Kerr, R., & Robinson, S. (2008). Multiple Perspectives on the Challenges for Knowledge Transfer Between Higher Education Institutions and Industry. International Small Business Journal: Researching Entrepreneurship, 26(6), 661-681.

Nyikes, Z. (2018). Contemporary Digital Competency Review. Interdisciplinary Description of Complex Systems, 16(1), 124-131.

Nunnally, J. C. (1978). Psychometric Theory (2nded.). New York: McGraw-Hill.

Porrawatpreyakorn, N., Quirchmayr, G., & Chutimaskul, W. (2009). Requirements for a Knowledge Transfer Framework in the Field of Software Development Process Management for Executive Information Systems in the Telecommunications Industry. Paper Presented at the International Conference on Advances in Information Technology. Conference’10, Month 1–2, 2010.

Ren, X., Yan, Z., Wang, Z., & He, J. (2019). Inter-project knowledge Transfer in Project-based Organizations: an Organizational Context Perspective. Management Decision, 58(5), 844-863.

Rossmann, A. (2018). Digital Maturity: Conceptualization and Measurement Model. Thirty Ninth International Conference on Information Systems. 13-16 December 2018, vol. 2. San Francisco, California; USA.

Srisuksa N., Wiriyapinit M., & Bhattarakosol P. (2021). Factors Affecting Knowledge Transfer Between Project Managers: A Conceptual Framework. 13th International Joint Conference on Knowledge Discovery. Knowledge Engineering and Knowledge Management IC3K 2021-Volume 3: KMIS. 25–27 October 2021 (211-218). Valletta: Malta.

Zarinpoush, F., & Gotlib Conn, L. (2006). Knowledge Transfer Tip Sheet Imagine Canad. Retrieved on October 12, 2022 from http://sectorsource.ca/sites/default/files/resources/files/tipsheet5_knowledge_transfer_en.pdf.

Zhao, Y., Hu, N., & Cao, J. (2021). Research on Entrepreneurial Competency Model Under the Background of Digital Economy. 14th International Symposium on Computational Intelligence and Design (ISCID), 11-12 December 2021 (186-191). Hangzhou: China.

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Published

2024-02-15

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Research Articles