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A new tool for policymakers: Mapping cultural possibilities in an emerging AI entrepreneurial ecosystem

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  • Hannigan, Timothy R.
  • Briggs, Anthony R.
  • Valadao, Rodrigo
  • Seidel, Marc-David L.
  • Jennings, P. Devereaux

Abstract

Ecosystems are typically evaluated and understood using standard visible material metrics, such as new products, patents, startups, VC funding, jobs, and successful exits. Yet emerging entrepreneurial ecosystems (EEEs) provide many possibilities for members not signaled by such visible markers. Consequently, policymakers may have a difficult time making informed decisions about incentives and regulations to foster economic growth through ecosystem emergence. To address this methods and measurement issue, we conceptualize emerging systems using both cultural and material approaches to develop a comparative typology and apply it to an emerging regional ecosystem growing around artificial intelligence (AI). We render cultural and material maps using topic modeling of Twitter feeds versus well-placed others, identify strategies in each, and discuss relevant policies for enhancing EEEs to realize various economic opportunities. This method adds to policy analytics and suggests policies for building cultural infrastructure in EEEs.

Suggested Citation

  • Hannigan, Timothy R. & Briggs, Anthony R. & Valadao, Rodrigo & Seidel, Marc-David L. & Jennings, P. Devereaux, 2022. "A new tool for policymakers: Mapping cultural possibilities in an emerging AI entrepreneurial ecosystem," Research Policy, Elsevier, vol. 51(9).
    • Handle: RePEc:eee:respol:v:51:y:2022:i:9:s0048733321001165
    DOI: 10.1016/j.respol.2021.104315
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    3. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
    4. Martin Obschonka & Moren Levesque, 2024. "A Market for Lemons? Strategic Directions for a Vigilant Application of Artificial Intelligence in Entrepreneurship Research," Papers 2409.08890, arXiv.org.
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    6. Sönke Mestwerdt & Matthias Mrożewski & Christoph Seckler, 2025. "An institutional perspective on fear of failure and its effects across three entrepreneurship stages," International Entrepreneurship and Management Journal, Springer, vol. 21(1), pages 1-25, December.

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