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Risk-Mitigating Technologies: The Case of Radiation Diagnostic Devices

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  • Alberto Galasso

    (University of Toronto, Toronto, Ontario M5S 1A1, Canada; Centre for Economic Policy Research, London EC1V 0DX, United Kingdom; National Bureau of Economic Research, Cambridge, Massachusetts 02138)

  • Hong Luo

    (Harvard Business School, Boston, Massachusetts 02163)

Abstract

We study the impact of consumers’ risk perception on firm innovation. Our analysis exploits a major surge in the perceived risk of radiation diagnostic devices following extensive media coverage of a set of overradiation accidents involving computed tomography (CT) scanners in late 2009. Using data on radiation diagnostic device patents and Food and Drug Administration (FDA) product clearances, we find that the increased perception of radiation risk spurred the development of new technologies that mitigated such risk and led to a greater number of new products. Using CT scanners as a case study, we provide an in-depth characterization of two different types of risk-mitigating technologies that firms developed after the shock. Firm-level analysis shows that, although firms were similarly responsive in their patenting activities, large incumbents were significantly more responsive than smaller firms in terms of new product introductions, and, in the case of CT scanners, large incumbents were also significantly more responsive in terms of the more radical type of risk-mitigating technologies. We also provide qualitative evidence and describe patterns of equipment usage and upgrade that are consistent with increased risk perception and, consequently, a greater willingness to pay for safety. Overall, our findings suggest that changes in risk perception can be an important driver of innovation, can shape the direction of technological progress, and can impact market structure.

Suggested Citation

  • Alberto Galasso & Hong Luo, 2021. "Risk-Mitigating Technologies: The Case of Radiation Diagnostic Devices," Management Science, INFORMS, vol. 67(5), pages 3022-3040, May.
    • Handle: RePEc:inm:ormnsc:v:67:y:2021:i:5:p:3022-3040
    DOI: 10.1287/mnsc.2020.3634
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    1. Daughety, Andrew F & Reinganum, Jennifer F, 1995. "Product Safety: Liability, R&D, and Signaling," American Economic Review, American Economic Association, vol. 85(5), pages 1187-1206, December.
    2. Eric von Hippel, 1986. "Lead Users: A Source of Novel Product Concepts," Management Science, INFORMS, vol. 32(7), pages 791-805, July.
    3. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    4. Alberto Galasso & Hong Luo, 2018. "When does Product Liability Risk Chill Innovation? Evidence from Medical Implants," NBER Working Papers 25068, National Bureau of Economic Research, Inc.
    5. Klevorick, Alvin K. & Levin, Richard C. & Nelson, Richard R. & Winter, Sidney G., 1995. "On the sources and significance of interindustry differences in technological opportunities," Research Policy, Elsevier, vol. 24(2), pages 185-205, March.
    6. Alberto Galasso & Hong Luo, 2017. "Tort Reform and Innovation," Journal of Law and Economics, University of Chicago Press, vol. 60(3), pages 385-412.
    7. Seth Freedman & Melissa Kearney & Mara Lederman, 2012. "Product Recalls, Imperfect Information, and Spillover Effects: Lessons from the Consumer Response to the 2007 Toy Recalls," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 499-516, May.
    8. Galasso, Alberto & Luo, Hong, 2019. "Risk-Mitigating Technologies: the Case of Radiation Diagnostic Devices," CEPR Discussion Papers 13682, C.E.P.R. Discussion Papers.
    9. Utterback, James M & Abernathy, William J, 1975. "A dynamic model of process and product innovation," Omega, Elsevier, vol. 3(6), pages 639-656, December.
    10. Daron Acemoglu & Joshua Linn, 2004. "Market Size in Innovation: Theory and Evidence from the Pharmaceutical Industry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(3), pages 1049-1090.
    11. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
    12. Giada Di Stefano & Alfonso Gambardella & Gianmario Verona, 2012. "Technology Push and Demand Pull Perspectives in Innovation Studies: Current Findings and Future Research Directions," Post-Print hal-00696607, HAL.
    13. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    14. Miao, Qing & Popp, David, 2014. "Necessity as the mother of invention: Innovative responses to natural disasters," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 280-295.
    15. Ron Adner & Daniel Levinthal, 2001. "Demand Heterogeneity and Technology Evolution: Implications for Product and Process Innovation," Management Science, INFORMS, vol. 47(5), pages 611-628, May.
    16. Aaron K. Chatterji & Kira Fabrizio, 2012. "How Do Product Users Influence Corporate Invention?," Organization Science, INFORMS, vol. 23(4), pages 971-987, August.
    17. Amy Finkelstein, 2004. "Static and Dynamic Effects of Health Policy: Evidence from the Vaccine Industry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 527-564.
    18. Ashish Arora & Alfonso Gambardella, 2010. "Ideas for rent: an overview of markets for technology," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(3), pages 775-803, June.
    19. Viscusi, W Kip, 1993. "The Value of Risks to Life and Health," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1912-1946, December.
    20. Mowery, David & Rosenberg, Nathan, 1993. "The influence of market demand upon innovation: A critical review of some recent empirical studies," Research Policy, Elsevier, vol. 22(2), pages 107-108, April.
    21. Schmalensee, Richard, 1982. "Product Differentiation Advantages of Pioneering Brands," American Economic Review, American Economic Association, vol. 72(3), pages 349-365, June.
    22. Joshua S. Gans & David H. Hsu & Scott Stern, 2002. "When Does Start-Up Innovation Spur the Gale of Creative Destruction?," RAND Journal of Economics, The RAND Corporation, vol. 33(4), pages 571-586, Winter.
    23. Alberto Galasso & Hong Luo, 2019. "Risk-Mitigating Technologies: the Case of Radiation Diagnostic Devices," NBER Working Papers 26305, National Bureau of Economic Research, Inc.
    24. Mary Tripsas, 1997. "Unraveling The Process Of Creative Destruction: Complementary Assets And Incumbent Survival In The Typesetter Industry," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 119-142, July.
    25. Di Stefano, Giada & Gambardella, Alfonso & Verona, Gianmario, 2012. "Technology push and demand pull perspectives in innovation studies: Current findings and future research directions," Research Policy, Elsevier, vol. 41(8), pages 1283-1295.
    26. Rosenberg, Nathan, 1974. "Science, Invention and Economic Growth," Economic Journal, Royal Economic Society, vol. 84(333), pages 90-108, March.
    27. Rebecca Henderson, 1993. "Underinvestment and Incompetence as Responses to Radical Innovation: Evidence from the Photolithographic Alignment Equipment Industry," RAND Journal of Economics, The RAND Corporation, vol. 24(2), pages 248-270, Summer.
    28. Dranove, David & Olsen, Chris, 1994. "The Economic Side Effects of Dangerous Drug Announcements," Journal of Law and Economics, University of Chicago Press, vol. 37(2), pages 323-348, October.
    29. Raffaele Conti & Alfonso Gambardella & Elena Novelli, 2019. "Specializing in Generality: Firm Strategies When Intermediate Markets Work," Organization Science, INFORMS, vol. 30(1), pages 126-150, February.
    30. Jarrell, Gregg & Peltzman, Sam, 1985. "The Impact of Product Recalls on the Wealth of Sellers," Journal of Political Economy, University of Chicago Press, vol. 93(3), pages 512-536, June.
    31. Viscusi, W Kip & Moore, Michael J, 1993. "Product Liability, Research and Development, and Innovation," Journal of Political Economy, University of Chicago Press, vol. 101(1), pages 161-184, February.
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