IDEAS home Printed from https://ideas.repec.org/a/eee/dyncon/v165y2024ics016518892400071x.html
   My bibliography  Save this article

Strategic innovation and technology adoption under technological uncertainty

Author

Listed:
  • Ye, Fanglin
  • Paulson, Nicholas
  • Khanna, Madhu

Abstract

This article analyzes the effect of technological uncertainty in an innovation market where upstream innovators develop innovations and downstream technology adopters use them. Technological uncertainty takes the form that it is unclear when future innovations will arrive and how they will perform. We show that technological uncertainty not only reduces adopters’ incentives to use new innovations, but also decreases innovators’ incentives to develop them. This uncertainty effect leads to lower innovation and adoption rates at the market equilibrium, resulting in inefficiently slow innovation and diffusion processes compared to the social optimum. To solve this uncertainty problem, we show that a quantity-based regulation is more recommended than a market-based R&D or price subsidy.

Suggested Citation

  • Ye, Fanglin & Paulson, Nicholas & Khanna, Madhu, 2024. "Strategic innovation and technology adoption under technological uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 165(C).
  • Handle: RePEc:eee:dyncon:v:165:y:2024:i:c:s016518892400071x
    DOI: 10.1016/j.jedc.2024.104879
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S016518892400071X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jedc.2024.104879?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Huisman, Kuno J. M. & Kort, Peter M., 2004. "Strategic technology adoption taking into account future technological improvements: A real options approach," European Journal of Operational Research, Elsevier, vol. 159(3), pages 705-728, December.
    2. Popp, David & Santen, Nidhi & Fisher-Vanden, Karen & Webster, Mort, 2013. "Technology variation vs. R&D uncertainty: What matters most for energy patent success?," Resource and Energy Economics, Elsevier, vol. 35(4), pages 505-533.
    3. Evans, Lewis & Guthrie, Graeme, 2006. "Incentive Regulation of Prices when Costs are Sunk," Working Paper Series 18971, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    4. Kuno J.M. Huisman & Peter M. Kort, 2015. "Strategic capacity investment under uncertainty," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 376-408, June.
    5. Daniel F. Spulber, 2013. "How Do Competitive Pressures Affect Incentives to Innovate When There Is a Market for Inventions?," Journal of Political Economy, University of Chicago Press, vol. 121(6), pages 1007-1054.
    6. Ufuk Akcigit & William R. Kerr, 2018. "Growth through Heterogeneous Innovations," Journal of Political Economy, University of Chicago Press, vol. 126(4), pages 1374-1443.
    7. Zhao, Jinhua, 2003. "Irreversible abatement investment under cost uncertainties: tradable emission permits and emissions charges," Journal of Public Economics, Elsevier, vol. 87(12), pages 2765-2789, December.
    8. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    9. Choi, Jay Pil & Thum, Marcel, 1998. "Market structure and the timing of technology adoption with network externalities," European Economic Review, Elsevier, vol. 42(2), pages 225-244, February.
    10. Farzin, Y. H. & Huisman, K. J. M. & Kort, P. M., 1998. "Optimal timing of technology adoption," Journal of Economic Dynamics and Control, Elsevier, vol. 22(5), pages 779-799, May.
    11. Han T.J. Smit & Lenos Trigeorgis, 2006. "Real options and games: Competition, alliances and other applications of valuation and strategy," Review of Financial Economics, John Wiley & Sons, vol. 15(2), pages 95-112.
    12. Nick Huberts & Kuno Huisman & Peter Kort & Maria Lavrutich, 2015. "Capacity Choice in (Strategic) Real Options Models: A Survey," Dynamic Games and Applications, Springer, vol. 5(4), pages 424-439, December.
    13. Ye, Fanglin & Paulson, Nicholas & Khanna, Madhu, 2022. "Are renewable energy policies effective to promote technological change? The role of induced technological risk," Journal of Environmental Economics and Management, Elsevier, vol. 114(C).
    14. Jones, Charles I & Williams, John C, 2000. "Too Much of a Good Thing? The Economics of Investment in R&D," Journal of Economic Growth, Springer, vol. 5(1), pages 65-85, March.
    15. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    16. Rosenberg, Nathan, 1976. "On Technological Expectations," Economic Journal, Royal Economic Society, vol. 86(343), pages 523-535, September.
    17. Ruiqing Miao & David A. Hennessy & Bruce A. Babcock, 2012. "Investment in Cellulosic Biofuel Refineries: Do Waivable Biofuel Mandates Matter?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(3), pages 750-762.
    18. Saman Majd & Robert S. Pindyck, 1989. "The Learning Curve and Optimal Production under Uncertainty," RAND Journal of Economics, The RAND Corporation, vol. 20(3), pages 331-343, Autumn.
    19. David F. Drake & Paul R. Kleindorfer & Luk N. Van Wassenhove, 2016. "Technology Choice and Capacity Portfolios under Emissions Regulation," Production and Operations Management, Production and Operations Management Society, vol. 25(6), pages 1006-1025, June.
    20. Lewis Evans & Graeme Guthrie, 2012. "Price-cap regulation and the scale and timing of investment," RAND Journal of Economics, RAND Corporation, vol. 43(3), pages 537-561, September.
    21. Balcer, Yves & Lippman, Steven A., 1984. "Technological expectations and adoption of improved technology," Journal of Economic Theory, Elsevier, vol. 34(2), pages 292-318, December.
    22. Huisman, K.J.M. & Kort, P.M. & Pawlina, G. & Thijssen, J.J.J., 2003. "Strategic Investment Under Uncertainty : Merging Real Options with Game Theory," Discussion Paper 2003-6, Tilburg University, Center for Economic Research.
    23. Helen Weeds, 2002. "Strategic Delay in a Real Options Model of R&D Competition," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(3), pages 729-747.
    24. Balter, Anne G. & Huisman, Kuno J.M. & Kort, Peter M., 2022. "Effects of creative destruction on the size and timing of an investment," International Journal of Production Economics, Elsevier, vol. 252(C).
    25. Lewis Evans & Graeme Guthrie, 2006. "Incentive Regulation of Prices When Costs are Sunk," Journal of Regulatory Economics, Springer, vol. 29(3), pages 239-264, May.
    26. Manu Goyal & Serguei Netessine, 2007. "Strategic Technology Choice and Capacity Investment Under Demand Uncertainty," Management Science, INFORMS, vol. 53(2), pages 192-207, February.
    27. Evans, Lewis & Guthrie, Graeme, 2005. "Risk, Price Regulation, and Irreversible Investment," Working Paper Series 18977, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    28. Mason, Robin & Weeds, Helen, 2010. "Investment, uncertainty and pre-emption," International Journal of Industrial Organization, Elsevier, vol. 28(3), pages 278-287, May.
    29. Avinash Dixit, 1988. "A General Model of R&D Competition and Policy," RAND Journal of Economics, The RAND Corporation, vol. 19(3), pages 317-326, Autumn.
    30. Kenneth J. Arrow & Anthony C. Fisher, 1974. "Environmental Preservation, Uncertainty, and Irreversibility," Palgrave Macmillan Books, in: Chennat Gopalakrishnan (ed.), Classic Papers in Natural Resource Economics, chapter 4, pages 76-84, Palgrave Macmillan.
    31. Doraszelski, Ulrich, 2004. "Innovations, improvements, and the optimal adoption of new technologies," Journal of Economic Dynamics and Control, Elsevier, vol. 28(7), pages 1461-1480, April.
    32. Roques, Fabien A. & Savva, Nicos, 2009. "Investment under uncertainty with price ceilings in oligopolies," Journal of Economic Dynamics and Control, Elsevier, vol. 33(2), pages 507-524, February.
    33. Dixit, Avinash, 1991. "Irreversible Investment with Price Ceilings," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 541-557, June.
    34. repec:vuw:vuwscr:18971 is not listed on IDEAS
    35. Evans, Lewis T. & Guthrie, Graeme A., 2005. "Risk, price regulation, and irreversible investment," International Journal of Industrial Organization, Elsevier, vol. 23(1-2), pages 109-128, February.
    36. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    37. Michael Kremer, 1998. "Patent Buyouts: A Mechanism for Encouraging Innovation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1137-1167.
    38. Hagspiel, Verena & Huisman, Kuno J.M. & Nunes, Clàudia, 2015. "Optimal technology adoption when the arrival rate of new technologies changes," European Journal of Operational Research, Elsevier, vol. 243(3), pages 897-911.
    39. repec:vuw:vuwscr:18977 is not listed on IDEAS
    40. Segerstrom, Paul S, 1998. "Endogenous Growth without Scale Effects," American Economic Review, American Economic Association, vol. 88(5), pages 1290-1310, December.
    41. Choi, Jay Pil, 1993. "Cooperative R&D with product market competition," International Journal of Industrial Organization, Elsevier, vol. 11(4), pages 553-571.
    42. Matthew S Clancy & GianCarlo Moschini, 2018. "Mandates and the Incentive for Environmental Innovation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(1), pages 198-219.
    43. Guthrie, Graeme, 2012. "Uncertainty and the trade-off between scale and flexibility in investment," Journal of Economic Dynamics and Control, Elsevier, vol. 36(11), pages 1718-1728.
    44. David Besanko & Ulrich Doraszelski & Lauren Xiaoyuan Lu & Mark Satterthwaite, 2010. "Lumpy Capacity Investment and Disinvestment Dynamics," Operations Research, INFORMS, vol. 58(4-part-2), pages 1178-1193, August.
    45. Besanko, David & Doraszelski, Ulrich & Lu, Lauren Xiaoyuan & Satterthwaite, Mark, 2010. "On the role of demand and strategic uncertainty in capacity investment and disinvestment dynamics," International Journal of Industrial Organization, Elsevier, vol. 28(4), pages 383-389, July.
    46. Reinganum, Jennifer F., 1989. "The timing of innovation: Research, development, and diffusion," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 1, chapter 14, pages 849-908, Elsevier.
    47. Chevalier-Roignant, Benoît & Flath, Christoph M. & Huchzermeier, Arnd & Trigeorgis, Lenos, 2011. "Strategic investment under uncertainty: A synthesis," European Journal of Operational Research, Elsevier, vol. 215(3), pages 639-650, December.
    48. Jay Pil Choi, 1994. "Irreversible Choice of Uncertain Technologies with Network Externalities," RAND Journal of Economics, The RAND Corporation, vol. 25(3), pages 382-401, Autumn.
    49. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2021. "Strategic technology switching under risk aversion and uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 126(C).
    50. Balter, Anne G. & Huisman, Kuno J.M. & Kort, Peter M., 2022. "New insights in capacity investment under uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
    51. Della Seta, Marco & Gryglewicz, Sebastian & Kort, Peter M., 2012. "Optimal investment in learning-curve technologies," Journal of Economic Dynamics and Control, Elsevier, vol. 36(10), pages 1462-1476.
    52. Stoneman, Paul & Diederen, Paul, 1994. "Technology Diffusion and Public Policy," Economic Journal, Royal Economic Society, vol. 104(425), pages 918-930, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ye, Fanglin & Paulson, Nicholas & Khanna, Madhu, 2022. "Are renewable energy policies effective to promote technological change? The role of induced technological risk," Journal of Environmental Economics and Management, Elsevier, vol. 114(C).
    2. Kuno J.M. Huisman & Peter M. Kort, 2015. "Strategic capacity investment under uncertainty," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 376-408, June.
    3. Ketelaars, Martijn & Kort, Peter M., 2022. "Investments in R&D and Production Capacity with Uncertain Breakthrough Time : Private versus Social Incentives," Discussion Paper 2022-010, Tilburg University, Center for Economic Research.
    4. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2017. "Strategic Technology Switching under Risk Aversion and Uncertainty," Discussion Papers 2017/10, Norwegian School of Economics, Department of Business and Management Science.
    5. Balter, Anne G. & Huisman, Kuno J.M. & Kort, Peter M., 2022. "Effects of creative destruction on the size and timing of an investment," International Journal of Production Economics, Elsevier, vol. 252(C).
    6. Hagspiel, V. & Huisman, Kuno & Kort, Peter M. & Nunes, Claudia & Pimentel, Rita, 2018. "Product Innovation of an Incumbent Firm : A Dynamic Analysis," Discussion Paper 2018-048, Tilburg University, Center for Economic Research.
    7. Chevalier-Roignant, Benoît & Flath, Christoph M. & Huchzermeier, Arnd & Trigeorgis, Lenos, 2011. "Strategic investment under uncertainty: A synthesis," European Journal of Operational Research, Elsevier, vol. 215(3), pages 639-650, December.
    8. Boyer, Marcel & Lasserre, Pierre & Moreaux, Michel, 2010. "A Dynamic Duopoly Investment Game under Uncertain Market Growth," TSE Working Papers 10-171, Toulouse School of Economics (TSE).
    9. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2021. "Strategic technology switching under risk aversion and uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 126(C).
    10. Boyer, Marcel & Lasserre, Pierre & Moreaux, Michel, 2012. "A dynamic duopoly investment game without commitment under uncertain market expansion," International Journal of Industrial Organization, Elsevier, vol. 30(6), pages 663-681.
    11. Paxson, Dean & Pereira, Paulo J. & Rodrigues, Artur, 2022. "Investment timing, capacity choice and optimal floors and ceilings," Journal of Economic Dynamics and Control, Elsevier, vol. 139(C).
    12. Huberts, Nick F.D. & Rossi Silveira, Rafael, 2023. "How economic depreciation shapes the relationship of uncertainty with investments’ size & timing," International Journal of Production Economics, Elsevier, vol. 260(C).
    13. Farzin, Y. H. & Huisman, K. J. M. & Kort, P. M., 1998. "Optimal timing of technology adoption," Journal of Economic Dynamics and Control, Elsevier, vol. 22(5), pages 779-799, May.
    14. Sarkar, Sudipto, 2021. "The uncertainty-investment relationship with endogenous capacity," Omega, Elsevier, vol. 98(C).
    15. Ebina, Takeshi & Matsushima, Noriaki & Nishide, Katsumasa, 2022. "Demand uncertainty, product differentiation, and entry timing under spatial competition," European Journal of Operational Research, Elsevier, vol. 303(1), pages 286-297.
    16. Hagspiel, Verena & Kort, Peter M. & Nunes, Cláudia & Pimentel, Rita & Støre, Kristian, 2021. "Capacity optimization of an innovating firm," International Journal of Production Economics, Elsevier, vol. 233(C).
    17. Mariotti, Thomas & Décamps, Jean-Paul & Gensbittel, Fabien, 2021. "Investment Timing and Technological Breakthrough," CEPR Discussion Papers 16246, C.E.P.R. Discussion Papers.
    18. Marcel Boyer & Pierre Lasserre & Michel Moreaux, 2007. "The Dynamics of Industry Investments," CIRANO Working Papers 2007s-09, CIRANO.
    19. Siddiqui, Afzal & Takashima, Ryuta, 2012. "Capacity switching options under rivalry and uncertainty," European Journal of Operational Research, Elsevier, vol. 222(3), pages 583-595.
    20. Gezer, Serhat, 2019. "Delaying product introduction: A dynamic analysis with endogenous time horizon," Journal of Economic Dynamics and Control, Elsevier, vol. 102(C), pages 96-114.

    More about this item

    Keywords

    Technological uncertainty; Innovation and adoption; Technology policy; Real options;
    All these keywords.

    JEL classification:

    • D25 - Microeconomics - - Production and Organizations - - - Intertemporal Firm Choice: Investment, Capacity, and Financing
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • L52 - Industrial Organization - - Regulation and Industrial Policy - - - Industrial Policy; Sectoral Planning Methods

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:dyncon:v:165:y:2024:i:c:s016518892400071x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jedc .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.