Loughborough University
Browse

Theoretical model of new ways of knowledge creation and their impact on exploratory and exploitative innovation

Download (712.67 kB)
conference contribution
posted on 2023-10-26, 14:14 authored by Tom JacksonTom Jackson, Lisa JacksonLisa Jackson, Matthew DayMatthew Day
The main purpose of this paper is to model the new ways of knowledge creation and their relationship with both exploratory and exploitative innovation. Based on Dubin’s quantitative method of theory building, a conceptualization of a model concerning transformations in the creation of knowledge in an organization embedded in technology is presented. The authors construct and analyze a novel model called Persistent Leveraging of Artificial Intelligence (AI) Systems Tapers Innovation Capability ‘PLASTIC’, which models on-going transitions in knowledge management practices. The theoretical model aids in the understanding of the specific knowledge processes within an organization and the main prospective challenges, obstacles and difficulties for knowledge management over the next decade. It discusses the role of a changeable environment and the interactions between technology-driven transformations and human-oriented practices, and it enables the evaluation of the future adaptation in knowledge management processes. This research is the first to challenge the impact of AI aided searching on the workforce and provides the catalyst for discussion of long-term innovation implications.

History

School

  • Aeronautical, Automotive, Chemical and Materials Engineering
  • Loughborough Business School

Department

  • Aeronautical and Automotive Engineering

Published in

Knowledge Management in Organisations: 17th International Conference, KMO 2023, Bangkok, Thailand, July 24–27, 2023, Proceedings

Pages

255 - 272

Source

International Conference on Knowledge Management in Organizations (KMO 2023)

Publisher

Springer

Version

  • AM (Accepted Manuscript)

Rights holder

© The Author(s), under exclusive license to Springer Nature Switzerland AG

Publisher statement

This conference paper was accepted for publication in the book Knowledge Management in Organisations. The definitive published version is available at https://doi.org/10.1007/978-3-031-34045-1_22

Publication date

2023-05-30

Copyright date

2023

ISBN

9783031340444; 9783031340451

ISSN

1865-0929

eISSN

1865-0937

Book series

Communications in Computer and Information Science; volume 1825

Language

  • en

Editor(s)

Lorna Uden; I-Hsien Ting

Location

Bangkok, Thailand

Event dates

24th July 2023 - 27th July 2023

Depositor

Prof Tom Jackson. Deposit date: 26 October 2023

Usage metrics

    Loughborough Publications

    Categories

    No categories selected

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC