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What explains governments interest in artificial intelligence? A signaling theory approach

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  • Fatima, Samar
  • Desouza, Kevin C.
  • Denford, James S.
  • Dawson, Gregory S.

Abstract

Since 2015, several countries have shown significant interest in artificial intelligence (AI) and have released national-level AI strategic plans. These plans reflect the country’s rationale for embarking on AI. To identify what factors influence the AI approach of a country, this study employs the signaling theory to decode strategic national AI plans and understand each country’s rationale. The study adapts the typology of signals and plots AI information given in national AI plans (AI-enabled public services, research, data, algorithmic ethics, governance) in a matrix of intentionality and veracity considering socio-economic and political conditions. Our findings indicate that countries with high democracy scores are more likely than less democratic countries to prioritize ethical and governance issues of AI, however, this is more pronounced in democratic countries with a lower technology base. The results also suggest that advanced research capability and data accessibility for AI is a precondition to developing a nationwide AI system.

Suggested Citation

  • Fatima, Samar & Desouza, Kevin C. & Denford, James S. & Dawson, Gregory S., 2021. "What explains governments interest in artificial intelligence? A signaling theory approach," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 238-254.
    • Handle: RePEc:eee:ecanpo:v:71:y:2021:i:c:p:238-254
    DOI: 10.1016/j.eap.2021.05.001
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    References listed on IDEAS

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    1. Denford, James S. & Dawson, Gregory S. & Desouza, Kevin C., 2019. "Performance impacts of structure and volition in implementing policy through IT-enabled government-to-citizen and government-to-employee interactions," Economic Analysis and Policy, Elsevier, vol. 64(C), pages 116-129.
    2. Yan Zhang & Margarethe F. Wiersema, 2009. "Stock market reaction to CEO certification: the signaling role of CEO background," Strategic Management Journal, Wiley Blackwell, vol. 30(7), pages 693-710, July.
    3. Lowell W. Busenitz & James O. Fiet & Douglas D. Moesel, 2005. "Signaling in Venture Capitalist—New Venture Team Funding Decisions: Does it Indicate Long–Term Venture Outcomes?," Entrepreneurship Theory and Practice, , vol. 29(1), pages 1-12, January.
    4. Eileen Fischer & Rebecca Reuber, 2007. "The Good, the Bad, and the Unfamiliar: The Challenges of Reputation Formation Facing New Firms," Entrepreneurship Theory and Practice, , vol. 31(1), pages 53-75, January.
    5. Michael Spence, 2002. "Signaling in Retrospect and the Informational Structure of Markets," American Economic Review, American Economic Association, vol. 92(3), pages 434-459, June.
    6. Arthurs, Jonathan D. & Busenitz, Lowell W. & Hoskisson, Robert E. & Johnson, Richard A., 2009. "Signaling and initial public offerings: The use and impact of the lockup period," Journal of Business Venturing, Elsevier, vol. 24(4), pages 360-372, July.
    7. Diamond, Peter & Rothschild, Michael (ed.), 1978. "Uncertainty in Economics," Elsevier Monographs, Elsevier, edition 1, number 9780122148507.
    8. Rodrik, Dani, 1989. "Promises, Promises: Credible Policy Reform via Signalling," Economic Journal, Royal Economic Society, vol. 99(397), pages 756-772, September.
    9. Bonnín Roca, Jaime & Vaishnav, Parth & Morgan, M.Granger & Mendonça, Joana & Fuchs, Erica, 2017. "When risks cannot be seen: Regulating uncertainty in emerging technologies," Research Policy, Elsevier, vol. 46(7), pages 1215-1233.
    10. Fatima, Samar & Desouza, Kevin C. & Dawson, Gregory S., 2020. "National strategic artificial intelligence plans: A multi-dimensional analysis," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 178-194.
    11. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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    1. Fatima, Samar & Desouza, Kevin C. & Dawson, Gregory S. & Denford, James S., 2022. "Interpreting national artificial intelligence plans: A screening approach for aspirations and reality," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 378-388.
    2. Rongbin Yang & Santoso Wibowo, 2022. "User trust in artificial intelligence: A comprehensive conceptual framework," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(4), pages 2053-2077, December.

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