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Cultural proximity bias in AI-acceptability: The importance of being human

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  • Tubadji, Annie
  • Huang, Haoran
  • Webber, Don J

Abstract

Artificial intelligence (AI) can generate a greater number of recombinations of ideas than humans can, and hence AI-produced creative products could be seen as embodying more innovation and surprise which are worth higher economic value. Yet the lack of human emotionality embedded in an AI product deprives it of an essential ‘humanness’ to which people attach important cultural value. As the overall value of a product is a sum of its economic and cultural values, we assessed the demand differential and quality perception asymmetry of creative products, specifically music compositions, that have been created by humans and AI separately. We conducted a survey with a quasi-experimental design and found that respondents reveal lower valuations towards music generated by AI and will moderate their evaluations of quality away from AI- and towards human-generated compositions when the type of composer is known. The demand for creative goods is sensitive to consumers’ perceptions of cultural proximity to humanness that determine the acceptability of AI products.

Suggested Citation

  • Tubadji, Annie & Huang, Haoran & Webber, Don J, 2021. "Cultural proximity bias in AI-acceptability: The importance of being human," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    • Handle: RePEc:eee:tefoso:v:173:y:2021:i:c:s0040162521005333
    DOI: 10.1016/j.techfore.2021.121100
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    as
    1. Daniel Kahneman & Peter P. Wakker & Rakesh Sarin, 1997. "Back to Bentham? Explorations of Experienced Utility," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 375-406.
    2. Waldfogel, Joel, 1998. "Reconciling Asymmetric Information and Divergent Expectations Theories of Litigation," Journal of Law and Economics, University of Chicago Press, vol. 41(2), pages 451-476, October.
    3. Brown, Phillip & Lauder, Hugh & Ashton, David, 2012. "The Global Auction: The Broken Promises of Education, Jobs, and Incomes," OUP Catalogue, Oxford University Press, number 9780199926442.
    4. Guy Michaels & Ashwini Natraj & John Van Reenen, 2010. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over 25 Years," CEP Discussion Papers dp0987, Centre for Economic Performance, LSE.
    5. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 60-109, February.
    6. Raymond Fisman & Daniel Paravisini & Vikrant Vig, 2017. "Cultural Proximity and Loan Outcomes," American Economic Review, American Economic Association, vol. 107(2), pages 457-492, February.
    7. Autor, David H., 2013. "The "task approach" to labor markets : an overview," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(3), pages 185-199.
    8. Melanie Arntz & Terry Gregory & Ulrich Zierahn, 2016. "The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis," OECD Social, Employment and Migration Working Papers 189, OECD Publishing.
    9. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    10. Jacquemet, Nicolas & Yannelis, Constantine, 2012. "Indiscriminate discrimination: A correspondence test for ethnic homophily in the Chicago labor market," Labour Economics, Elsevier, vol. 19(6), pages 824-832.
    11. Belk, Russell W, 1988. "Possessions and the Extended Self," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(2), pages 139-168, September.
    12. George A. Akerlof, 1997. "Social Distance and Social Decisions," Econometrica, Econometric Society, vol. 65(5), pages 1005-1028, September.
    13. Annie Tubadji & Toby Denney & Don J. Webber, 2021. "Cultural relativity in consumers' rates of adoption of artificial intelligence," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1234-1251, July.
    14. James R. Lang & Wesley H. Jones, 1979. "Hedonic Property Valuation Models: Are Subjective Measures of Neighborhood Amenities Needed?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 7(4), pages 451-465, December.
    15. Jeanette D. Snowball, 2008. "Measuring the Value of Culture," Springer Books, Springer, number 978-3-540-74360-6, June.
    16. James Bessen, 2018. "AI and Jobs: the role of demand," NBER Working Papers 24235, National Bureau of Economic Research, Inc.
    17. Feduzi, Alberto, 2010. "On Keynes's conception of the weight of evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 76(2), pages 338-351, November.
    18. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    19. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    20. Annie Tubadji & Peter Nijkamp, 2015. "Cultural Gravity Effects among Migrants: A Comparative Analysis of the EU15," Economic Geography, Taylor & Francis Journals, vol. 91(3), pages 343-380, July.
    21. David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
    22. Farber, Stephen C. & Costanza, Robert & Wilson, Matthew A., 2002. "Economic and ecological concepts for valuing ecosystem services," Ecological Economics, Elsevier, vol. 41(3), pages 375-392, June.
    23. Alberto Feduzi, 2010. "On Keynes's conception of the Weight of Evidence," Post-Print hal-00870185, HAL.
    24. Baert, Stijn & De Pauw, Ann-Sophie, 2014. "Is ethnic discrimination due to distaste or statistics?," Economics Letters, Elsevier, vol. 125(2), pages 270-273.
    25. Beckert, Jens & Aspers, Patrik (ed.), 2011. "The Worth of Goods: Valuation and Pricing in the Economy," OUP Catalogue, Oxford University Press, number 9780199594658.
    26. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2002. "Identifying Hedonic Models," American Economic Review, American Economic Association, vol. 92(2), pages 304-309, May.
    27. Arntz, Melanie & Gregory, Terry & Zierahn, Ulrich, 2017. "Revisiting the risk of automation," Economics Letters, Elsevier, vol. 159(C), pages 157-160.
    28. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    29. Karen V. Fernandez & John L. Lastovicka, 2011. "Making Magic: Fetishes in Contemporary Consumption," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 38(2), pages 278-299.
    30. Frey, Bruno S., 1996. "Has Baumol's Cost Disease disappeared in the performing arts?," Ricerche Economiche, Elsevier, vol. 50(2), pages 173-182, June.
    31. Manfred J. Holler & Ralf Peters, 1999. "Scandals and Evolution: A Theory of Social Revolution," Homo Oeconomicus, Institute of SocioEconomics, vol. 16, pages 75-92.
    32. Frank Levy, 2018. "Computers and populism: artificial intelligence, jobs, and politics in the near term," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 34(3), pages 393-417.
    33. Beck, Nathaniel & Katz, Jonathan N., 2001. "Throwing Out the Baby with the Bath Water: A Comment on Green, Kim, and Yoon," International Organization, Cambridge University Press, vol. 55(2), pages 487-495, April.
    34. Steffen Metzner & Andreas Kindt, 2017. "Automated Hedonic Valuation Models: A Variety of Projects in Research and Industry," ERES eres2017_179, European Real Estate Society (ERES).
    35. Daniel Kahneman & Alan B. Krueger, 2006. "Developments in the Measurement of Subjective Well-Being," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 3-24, Winter.
    36. repec:hal:pseose:hal-00745109 is not listed on IDEAS
    37. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    38. Guy Michaels & Ashwini Natraj & John Van Reenen, 2014. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over Twenty-Five Years," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 60-77, March.
    39. Thaler, Richard, 1980. "Toward a positive theory of consumer choice," Journal of Economic Behavior & Organization, Elsevier, vol. 1(1), pages 39-60, March.
    40. Joel Mokyr & Chris Vickers & Nicolas L. Ziebarth, 2015. "The History of Technological Anxiety and the Future of Economic Growth: Is This Time Different?," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 31-50, Summer.
    41. Westbrook, Robert A & Oliver, Richard L, 1991. "The Dimensionality of Consumption Emotion Patterns and Consumer Satisfaction," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 18(1), pages 84-91, June.
    42. Annie Tubadji & Peter Nijkamp, 2018. "Revisiting the Balassa–Samuelson effect: International tourism and cultural proximity," Tourism Economics, , vol. 24(8), pages 915-944, December.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    AI; Creativity; Cultural proximity; Cultural value; Preferences;
    All these keywords.

    JEL classification:

    • Z10 - Other Special Topics - - Cultural Economics - - - General
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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