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The Triple, Quadruple, and Quintuple Helix Models: A Bibliometric Analysis and Research Agenda

  • Haziman Zakaria
  • , Muhammad Ashraf Fauzi
  • , Diyana Kamarudin
  • , Norazah Mohd Suki
  • , Mohd Ariff Kasim
  • Universiti Malaysia Pahang Al-Sultan Abdullah
  • Lincoln University
  • University Utara Malaysia
  • Universiti Teknologi MARA

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

Abstract

The helix model (triple, quadruple, and quintuple) research has grown drastically in the past decade as a practical approach for establishing new theories and spreading knowledge. Expanding research is being conducted on the underlying causes and effects of the helix model development in knowledge sharing. This study assesses the literature on model helix creation in knowledge sharing through three components of bibliometric analysis (co-citation analysis, bibliographic coupling, and co-word analysis) based on 227 peer-reviewed publications from 1970 to 2022. This literature review integrates thematic groups from different analyses to offer a holistic picture of the current state-of-the-art, designing its main approaches and offering future field trends. These findings are crucial for academics, practitioners, and stakeholders in seeking to improvise the helix model for policymakers by incorporating the helix model into a knowledge-sharing strategy.

Original languageEnglish
Pages (from-to)15491-15539
Number of pages49
JournalJournal of the Knowledge Economy
Volume16
Issue number4
DOIs
StatePublished - Oct 2025

Keywords

  • Bibliometric study
  • Helix model
  • Knowledge sharing
  • Literature review
  • Quadruple helix
  • Quintuple helix
  • Triple helix

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