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The quintuple innovation helix plus AI: A prospective retrospective approach and the use case of semiconductors

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  • Carayannis, Elias G.
  • Preissler, Steffen

Abstract

This article explores the intricate connections between economic, (geo)political, societal, scientific, and environmental factors aiming to foster dialogue on leveraging past developments for a desirable future (e.g. “Green ICT”, “Society 6.0”). Utilizing the Quintuple-Innovation-Helix-plus-AI Framework (QIH + AI), which integrates policy, economy, science, society, and environment (planet) as interrelated strands, the study emphasizes the significance of knowledge flows in shaping these domains.

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  • Carayannis, Elias G. & Preissler, Steffen, 2025. "The quintuple innovation helix plus AI: A prospective retrospective approach and the use case of semiconductors," Technological Forecasting and Social Change, Elsevier, vol. 216(C).
    • Handle: RePEc:eee:tefoso:v:216:y:2025:i:c:s0040162525001532
    DOI: 10.1016/j.techfore.2025.124122
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    References listed on IDEAS

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