Why Is It Difficult to Adopt Innovative Technologies? The Role of Coordination and Collateral Borrowing in Technology Adoption
JEL Classification: E32; O14; O30
Abstract
Adopting highly innovative technologies is difficult due to many socioeconomic factors. We analyze the economic mechanisms associated with the large fixed costs jointly faced by various subsectors of an economy and the financing difficulty. We construct a Romer (1990) type growth model of technology adoption with fixed cost and then analyze macro dynamics showing why adopting innovative technology is difficult. We show that exercising coordination power in centralized economies can boost aggregate demand, facilitating the adoption of new technologies. Similarly, collateral lending in decentralized economies can play the role of helping technology adoption. Only when a threshold level of investment (i.e., the tipping point) is funded will the increasing returns to scale property arising from fixed costs generate a dynamic path toward a stable equilibrium with high output. We draw some implications.
Keywords:
technological changes, coordination, big push, collateral lendingAcknowledgments
The authors thank fiscal network participants for their useful comments. Lee gratefully acknowledges the research support of Michigan State University as a visiting scholar.
References
- Aghion, P., Howitt, P., and Mayer-Foulkes, D. “The effect of financial development on convergence: Theory and evidence.” Quarterly Journal of Economics 120(No. 1 2005): 173-222. [https://doi.org/10.1162/qjec.2005.120.1.173]
- Baily, M. N., and Lawrence, R. Z. “Do We Have a New E-Economy?” American Economic Review 91(No. 2 2001): 1308-312. [https://doi.org/10.1257/aer.91.2.308]
- Bircan, C. and De Hass, R. “The Limits of Lending? Banks and Technology Adoption across Russia, Review of Financial Studies 33(No. 2 2020): 536-609. [https://doi.org/10.1093/rfs/hhz060]
- Cochrane, J. H. Stocks as Money: Convenience Yield and the Tech-Stock Bubble. NBER Working Paper #8987, 2002. [https://doi.org/10.3386/w8987]
- De Long J.B. and Shleifer, A. “The Stock Market Bubble of 1929: Evidence from Closed-end Mutual Funds,” Journal of Economic History 51(1991): 675-700. [https://doi.org/10.1017/S0022050700039619]
- Fisher, I. 1930. The Stock Market Crash - and After. New York: Macmillan.
- Friedman, M. and Schwartz, A. J. A Monetary History of the United States, 1867–1960, Princeton University Press, 1963.
- Hirano, T., and Yanagawa, N. “Asset Bubbles, Endogenous Growth, and Financial Frictions,” The Review of Economic Studies 84(No. 1 2017): 406. [https://doi.org/10.1093/restud/rdw059]
- Jorgenson, Dale W. “Information Technology and the U.S. Economy.” American Economic Review 91(No. 12 2001): 1-32. [https://doi.org/10.1257/aer.91.1.1]
- Jovanovic, B., and Rousseau, P. L. Why Wait? A Century of Life Before IPO. NBER Working Paper 8081, 2001. [https://doi.org/10.3386/w8081]
- Justiniano, A., Primiceri, G. E., and Tambalotti, A. The Effects of the Saving and Banking Glut on the U.S. Economy, Federal Reserve Bank of New York Staff Reports, # 648, 2013. [https://doi.org/10.3386/w19635]
- Kashyap, A., Scharfstein, D., and Weil, D. The high price of land and the low cost of capital: theory and evidence from Japan. MIT Working Paper, 1993.
- Keynes, J. M., The General Theory of Employment, Interest and Money, London: Macmillan, 1936(reprinted, 2007).
- Kim, Y. J., and Lee, J-W. “A Model of Self-fulfilling Financial Crises.” Japanese Economic Review 57(2006): 87-100. [https://doi.org/10.1111/j.1468-5876.2006.00313.x]
- Kim, Y. J., and Lee, J-W. “Over-investment, Collateral Lending, and Economic Crisis.” Japan and the World Economy 14(2002): 181- 201. [https://doi.org/10.1016/S0922-1425(01)00085-8]
- Kim, Y. J. and Lee C.-I., “Sovereign Debt Crisis in a Monetary Union: Accounting For Excessive Debt, Housing Bubbles, And The Transmission Of Crises,” Economic Inquiry 57(No.2 2019): 1098- 1119. [https://doi.org/10.1111/ecin.12745]
- Kindleberger, C. P. Manias, Panics and Crashes: A History of Financial Crises. Third Edition, John Wiley & Sons, Inc., 1996
- Kindleberger, C. P. The World in Depression. University of California Press, Berkeley/USA, 1986
- Kiyotaki N., and Moore, J. “Credit Cycles,” Journal of Political Economy 105(No. 2 1997): 211-248. [https://doi.org/10.1086/262072]
- Long, J. B. and Plosser, C. “Real Business Cycles,” Journal of Political Economy 91(No. 1 1983): 36-69. [https://doi.org/10.1086/261128]
- Mankiw, N. G., Romer, D., and Weil, D. N. “A contribution to the empirics of economic growth.” Quarterly Journal of Economics 107(1992):407-437. [https://doi.org/10.2307/2118477]
- Miao, J. “Introduction to Economic Theory of Bubbles,” Journal of Mathematical Economics 53(2014): 130-136. [https://doi.org/10.1016/j.jmateco.2014.06.002]
- Miao, J. and Wang, P. “Bubbles and Total Factor Productivity,” American Economic Review 102(No. 3 2012): 82-87. [https://doi.org/10.1257/aer.102.3.82]
- Miao, J. and Wang, P. “Sectoral Bubbles, Misallocation, and Endogenous Growth,” Journal of Mathematical Economics 53(2014): 153-163. [https://doi.org/10.1016/j.jmateco.2013.12.003]
- Miao, J. and Wang, P. “Banking Bubbles and Financial Crises,” Journal of Economic Theory 157(2015): 763-792. [https://doi.org/10.1016/j.jet.2015.02.004]
- Morck, R., Kindleberger Cycles and Economic Growth: Method in the Madness of Crowds?, NBER Working Paper # 28411, 2021. [https://doi.org/10.3386/w28411]
- Ramsey, E., “A mathematical theory of saving,” Economic Journal 88(1928):543-559. [https://doi.org/10.2307/2224098]
- McGrattan, E. R., and Prescott, E. C. Unmeasured Investment and the 1990s U.S. Hours Boom, Research Department Staff Report 369, Federal Reserve Bank of Minneapolis, June, 2006.
- McGrattan, E. R., and Prescott, E. C. “Taxes, Regulations, and the Value of U.S. and U.K. Corporations,” Review of Economic Studies 72(2005): 767-796. [https://doi.org/10.1111/j.1467-937X.2005.00351.x]
- McGrattan, E. R., and Prescott, E. C. The Stock Market Crash of 1929: Irving Fisher Was Right!, Federal Reserve Bank of Minneapolis Research Department Staff Report 294 (NBER Working Paper 8622), 2003.
- McGrattan, E. R., and Prescott, E. C. “Is the Stock Market Overvalued?,”Federal Reserve Bank of Minneapolis Quarterly Review 24(No. 4 2000): 20–40. [https://doi.org/10.21034/qr.2442]
- Minsky, H. P. Financial Instability and the Decline (?) Of Banking: Public Policy Implications. Bank Structure and Competition, Federal Reserve Bank of Chicago, May, 1994.
- Minsky, H. P. “Banking and Industry between the Two World Wars: The United States.” Journal of European Economic History 13(No.2 1984): 235-272.
- Minsky, H. P. “Can ‘It’ Happen Again?” in Banking and Monetary Studies (Deanne Carson, ed.), Homewood, IL: Richard D. Irwin, Inc, 1963.
- Minsky, H. P. “Monetary Systems and Accelerator Models,” American Economic Review 47(1957): 860-883.
- Murphy, K. M., Shleifer, A., and Vishny, R. W. “Industrialization and the Big Push.” Journal of Political Economy 97(No. 5 1989): 1003- 1026. [https://doi.org/10.1086/261641]
- Ohanian, Lee E. “Why Did Productivity Fall So Much During the Great Depression?” American Economic Review 91(No. 2 2001): 34-38. [https://doi.org/10.1257/aer.91.2.34]
- Rappoport, P. and White, E. N. “Was There a Bubble in the 1929 Stock Market?” Journal of Economic History 53(1993): 549-574. [https://doi.org/10.1017/S0022050700013486]
- Roller, L. H., and Waverman, L., “Telecommunications Infrastructure and Economic Development: A Simultaneous Approach.” American Economic Review 91(No. 4 2001): 909-923. [https://doi.org/10.1257/aer.91.4.909]
- Romer, P. M. “Endogenous Technological Change.” Journal of Political Economy 98(1990): S71-S101. [https://doi.org/10.1086/261725]
- Romer, P. M. “Increasing Returns and Long-Run Growth.” Journal of Political Economy 94(1986): 1002-1037. [https://doi.org/10.1086/261420]
- Smith, W. T. “A Closed Form Solution to the Ramsey Model.” The BE Journal of Macroeconomics 6(No. 1 2006): 1-27 [https://doi.org/10.2202/1534-6005.1356]
- Temin, P. Lessons from the Great Depression. MIT Press, 1989