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The impact of demand-pull and technology-push policies on firms’ knowledge search

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  • Hoppmann, Joern
  • Wu, Geng
  • Johnson, Jillian

Abstract

The manner in which firms search for knowledge critically affects their innovative performance as well as the evolution of technological trajectories. Previous studies provide important insights into the antecedents of firms’ knowledge search. Yet, we still know little about how such search activities are affected by public policies. Against this background, this study examines the impact of demand-pull and technology-push policies on the scope and distance of firms’ knowledge search. We hypothesize that in times of strong policy support in a technological field, firms will narrow their attention and search scope. Moreover, we argue that technology-push policies enhance search distance, while demand-pull policies reduce it, and that the influence of policies on search scope will be moderated by the breadth of firms’ existing knowledge base. We test and find broad support for our hypotheses based on the analysis of a global sample of 245 publicly listed firms in the solar photovoltaics industry from 1988 to 2012. Our findings suggest that, while innovation policies play an important role in knowledge generation and industry emergence, they may have unintended effects on firm knowledge search. We discuss the implications of these findings for the literature on organizational search, innovation policies, and technology life-cycles.

Suggested Citation

  • Hoppmann, Joern & Wu, Geng & Johnson, Jillian, 2021. "The impact of demand-pull and technology-push policies on firms’ knowledge search," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
  • Handle: RePEc:eee:tefoso:v:170:y:2021:i:c:s004016252100295x
    DOI: 10.1016/j.techfore.2021.120863
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    1. Juan Alcácer & Michelle Gittelman, 2006. "Patent Citations as a Measure of Knowledge Flows: The Influence of Examiner Citations," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 774-779, November.
    2. Czarnitzki, Dirk & Lopes-Bento, Cindy, 2013. "Value for money? New microeconometric evidence on public R&D grants in Flanders," Research Policy, Elsevier, vol. 42(1), pages 76-89.
    3. Salter, Ammon J. & Martin, Ben R., 2001. "The economic benefits of publicly funded basic research: a critical review," Research Policy, Elsevier, vol. 30(3), pages 509-532, March.
    4. Edler, Jakob & Georghiou, Luke, 2007. "Public procurement and innovation--Resurrecting the demand side," Research Policy, Elsevier, vol. 36(7), pages 949-963, September.
    5. Antoine Dechezleprêtre & Matthieu Glachant, 2014. "Does Foreign Environmental Policy Influence Domestic Innovation? Evidence from the Wind Industry," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 58(3), pages 391-413, July.
    6. Choi, Hyundo & Anadón, Laura Díaz, 2014. "The role of the complementary sector and its relationship with network formation and government policies in emerging sectors: The case of solar photovoltaics between 2001 and 2009," Technological Forecasting and Social Change, Elsevier, vol. 82(C), pages 80-94.
    7. Kaplan, Sarah & Tripsas, Mary, 2008. "Thinking about technology: Applying a cognitive lens to technical change," Research Policy, Elsevier, vol. 37(5), pages 790-805, June.
    8. Justin J. P. Jansen & Frans A. J. Van Den Bosch & Henk W. Volberda, 2006. "Exploratory Innovation, Exploitative Innovation, and Performance: Effects of Organizational Antecedents and Environmental Moderators," Management Science, INFORMS, vol. 52(11), pages 1661-1674, November.
    9. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    10. 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.
    11. Schmoch, Ulrich, 2007. "Double-boom cycles and the comeback of science-push and market-pull," Research Policy, Elsevier, vol. 36(7), pages 1000-1015, September.
    12. William Ocasio, 2011. "Attention to Attention," Organization Science, INFORMS, vol. 22(5), pages 1286-1296, October.
    13. Gilsing, Victor & Nooteboom, Bart & Vanhaverbeke, Wim & Duysters, Geert & van den Oord, Ad, 2008. "Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density," Research Policy, Elsevier, vol. 37(10), pages 1717-1731, December.
    14. Breyer, Christian & Birkner, Christian & Meiss, Jan & Goldschmidt, Jan Christoph & Riede, Moritz, 2013. "A top-down analysis: Determining photovoltaics R&D investments from patent analysis and R&D headcount," Energy Policy, Elsevier, vol. 62(C), pages 1570-1580.
    15. Will Mitchell & Kulwant Singh, 1993. "Death of the Lethargic: Effects of Expansion into New Technical Subfields on Performance in a Firm's Base Business," Organization Science, INFORMS, vol. 4(2), pages 152-180, May.
    16. Cantner, Uwe & Graf, Holger & Herrmann, Johannes & Kalthaus, Martin, 2016. "Inventor networks in renewable energies: The influence of the policy mix in Germany," Research Policy, Elsevier, vol. 45(6), pages 1165-1184.
    17. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    18. Bennet A. Zelner, 2009. "Using simulation to interpret results from logit, probit, and other nonlinear models," Strategic Management Journal, Wiley Blackwell, vol. 30(12), pages 1335-1348, December.
    19. Constance E. Helfat, 1994. "Evolutionary Trajectories in Petroleum Firm R&D," Management Science, INFORMS, vol. 40(12), pages 1720-1747, December.
    20. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    21. Herrmann, J.K. & Savin, I., 2017. "Optimal policy identification: Insights from the German electricity market," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 71-90.
    22. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    23. Frondel, Manuel & Ritter, Nolan & Schmidt, Christoph M., 2008. "Germany's solar cell promotion: Dark clouds on the horizon," Energy Policy, Elsevier, vol. 36(11), pages 4198-4204, November.
    24. 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.
    25. Volker H. Hoffmann & Thomas Trautmann & Jens Hamprecht, 2009. "Regulatory Uncertainty: A Reason to Postpone Investments? Not Necessarily," Journal of Management Studies, Wiley Blackwell, vol. 46(7), pages 1227-1253, November.
    26. Jeffrey T. Macher, 2006. "Technological Development and the Boundaries of the Firm: A Knowledge-Based Examination in Semiconductor Manufacturing," Management Science, INFORMS, vol. 52(6), pages 826-843, June.
    27. Peters, Michael & Schneider, Malte & Griesshaber, Tobias & Hoffmann, Volker H., 2012. "The impact of technology-push and demand-pull policies on technical change – Does the locus of policies matter?," Research Policy, Elsevier, vol. 41(8), pages 1296-1308.
    28. Jatinder S. Sidhu & Harry R. Commandeur & Henk W. Volberda, 2007. "The Multifaceted Nature of Exploration and Exploitation: Value of Supply, Demand, and Spatial Search for Innovation," Organization Science, INFORMS, vol. 18(1), pages 20-38, February.
    29. Adam B. Jaffe & Michael S. Fogarty & Bruce A. Banks, 1998. "Evidence from Patents and Patent Citations on the Impact of NASA and Other Federal Labs on Commercial Innovation," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 183-205, June.
    30. Holger Görg & Eric Strobl, 2007. "The Effect of R&D Subsidies on Private R&D," Economica, London School of Economics and Political Science, vol. 74(294), pages 215-234, May.
    31. Narin, Francis & Hamilton, Kimberly S. & Olivastro, Dominic, 1997. "The increasing linkage between U.S. technology and public science," Research Policy, Elsevier, vol. 26(3), pages 317-330, October.
    32. Constance E. Helfat, 1994. "Firm-Specificity in Corporate Applied R&D," Organization Science, INFORMS, vol. 5(2), pages 173-184, May.
    33. Jasjit Singh & Lee Fleming, 2010. "Lone Inventors as Sources of Breakthroughs: Myth or Reality?," Management Science, INFORMS, vol. 56(1), pages 41-56, January.
    34. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
    35. Wei‐Ru Chen & Kent D. Miller, 2007. "Situational and institutional determinants of firms' R&D search intensity," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 369-381, April.
    36. Linus Dahlander & Siobhan O'Mahony & David M. Gann, 2016. "One foot in, one foot out: how does individuals' external search breadth affect innovation outcomes?," Strategic Management Journal, Wiley Blackwell, vol. 37(2), pages 280-302, February.
    37. Kathleen M. Eisenhardt & Claudia Bird Schoonhoven, 1996. "Resource-based View of Strategic Alliance Formation: Strategic and Social Effects in Entrepreneurial Firms," Organization Science, INFORMS, vol. 7(2), pages 136-150, April.
    38. Malhotra, Abhishek & Schmidt, Tobias S. & Huenteler, Joern, 2019. "The role of inter-sectoral learning in knowledge development and diffusion: Case studies on three clean energy technologies," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 464-487.
    39. 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.
    40. Hoppmann, Joern & Vermeer, Ben, 2020. "The double impact of institutions: Institutional spillovers and entrepreneurial activity in the solar photovoltaic industry," Journal of Business Venturing, Elsevier, vol. 35(3).
    41. Hoppmann, Joern & Peters, Michael & Schneider, Malte & Hoffmann, Volker H., 2013. "The two faces of market support—How deployment policies affect technological exploration and exploitation in the solar photovoltaic industry," Research Policy, Elsevier, vol. 42(4), pages 989-1003.
    42. repec:zbw:rwirep:0040 is not listed on IDEAS
    43. Kim, Linsu & Dahlman, Carl J., 1992. "Technology policy for industrialization: An integrative framework and Korea's experience," Research Policy, Elsevier, vol. 21(5), pages 437-452, October.
    44. George P. Huber, 1991. "Organizational Learning: The Contributing Processes and the Literatures," Organization Science, INFORMS, vol. 2(1), pages 88-115, February.
    45. William Ocasio, 1997. "Towards An Attention‐Based View Of The Firm," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 187-206, July.
    46. Keld Laursen, 2012. "Keep searching and you'll find: what do we know about variety creation through firms' search activities for innovation?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(5), pages 1181-1220, October.
    47. Rosenberg, Nathan, 1974. "Science, Invention and Economic Growth," Economic Journal, Royal Economic Society, vol. 84(333), pages 90-108, March.
    48. Lori Rosenkopf & Paul Almeida, 2003. "Overcoming Local Search Through Alliances and Mobility," Management Science, INFORMS, vol. 49(6), pages 751-766, June.
    49. Dovev Lavie & Jingoo Kang & Lori Rosenkopf, 2011. "Balance Within and Across Domains: The Performance Implications of Exploration and Exploitation in Alliances," Organization Science, INFORMS, vol. 22(6), pages 1517-1538, December.
    50. Lori Rosenkopf & Atul Nerkar, 2001. "Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 287-306, April.
    51. Köhler, Christian & Sofka, Wolfgang & Grimpe, Christoph, 2012. "Selective search, sectoral patterns, and the impact on product innovation performance," Research Policy, Elsevier, vol. 41(8), pages 1344-1356.
    52. Branker, K. & Pathak, M.J.M. & Pearce, J.M., 2011. "A review of solar photovoltaic levelized cost of electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4470-4482.
    53. Atul Nerkar & Srikanth Paruchuri, 2005. "Evolution of R&D Capabilities: The Role of Knowledge Networks Within a Firm," Management Science, INFORMS, vol. 51(5), pages 771-785, May.
    54. Dosi, Giovanni, 1988. "Sources, Procedures, and Microeconomic Effects of Innovation," Journal of Economic Literature, American Economic Association, vol. 26(3), pages 1120-1171, September.
    55. Herbert A. Simon, 1991. "Bounded Rationality and Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 125-134, February.
    56. Marc Gruber & Ian C. MacMillan & James D. Thompson, 2008. "Look Before You Leap: Market Opportunity Identification in Emerging Technology Firms," Management Science, INFORMS, vol. 54(9), pages 1652-1665, September.
    57. Lee Fleming & Olav Sorenson, 2004. "Science as a map in technological search," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 909-928, August.
    58. Albert N. Link & Donald S. Siegel & Barry Bozeman, 2007. "An empirical analysis of the propensity of academics to engage in informal university technology transfer ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(4), pages 641-655, August.
    59. Gautam Ahuja & Riitta Katila, 2004. "Where do resources come from? The role of idiosyncratic situations," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 887-907, August.
    60. Jaeyong Song & Paul Almeida & Geraldine Wu, 2003. "Learning--by--Hiring: When Is Mobility More Likely to Facilitate Interfirm Knowledge Transfer?," Management Science, INFORMS, vol. 49(4), pages 351-365, April.
    61. Aija Leiponen & Constance E. Helfat, 2010. "Innovation objectives, knowledge sources, and the benefits of breadth," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 224-236, February.
    62. Bagnall, Darren M. & Boreland, Matt, 2008. "Photovoltaic technologies," Energy Policy, Elsevier, vol. 36(12), pages 4390-4396, December.
    63. Klaassen, Ger & Miketa, Asami & Larsen, Katarina & Sundqvist, Thomas, 2005. "The impact of R&D on innovation for wind energy in Denmark, Germany and the United Kingdom," Ecological Economics, Elsevier, vol. 54(2-3), pages 227-240, August.
    64. Nemet, Gregory F., 2009. "Demand-pull, technology-push, and government-led incentives for non-incremental technical change," Research Policy, Elsevier, vol. 38(5), pages 700-709, June.
    65. Tyagi, V.V. & Rahim, Nurul A.A. & Rahim, N.A. & Selvaraj, Jeyraj A./L., 2013. "Progress in solar PV technology: Research and achievement," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 443-461.
    66. Adam Jaffe & Richard Newell & Robert Stavins, 2002. "Environmental Policy and Technological Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 41-70, June.
    67. Kevin Zheng Zhou & Caroline Bingxin Li, 2012. "How knowledge affects radical innovation: Knowledge base, market knowledge acquisition, and internal knowledge sharing," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1090-1102, September.
    68. Rosenberg, Nathan, 1969. "The Direction of Technological Change: Inducement Mechanisms and Focusing Devices," Economic Development and Cultural Change, University of Chicago Press, vol. 18(1), pages 1-24, Part I Oc.
    69. Marc Gruber & Dietmar Harhoff & Karin Hoisl, 2013. "Knowledge Recombination Across Technological Boundaries: Scientists vs. Engineers," Management Science, INFORMS, vol. 59(4), pages 837-851, April.
    70. Costantini, Valeria & Crespi, Francesco & Martini, Chiara & Pennacchio, Luca, 2015. "Demand-pull and technology-push public support for eco-innovation: The case of the biofuels sector," Research Policy, Elsevier, vol. 44(3), pages 577-595.
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