Ways to improve cross-regional resource allocation: Does the development of digitalization matter?

Authors

DOI:

https://doi.org/10.58567/jea02040001

Keywords:

Internet development, Resource misallocation, IV estimation, DID, China

Abstract

The long-term extensive economic development has caused China's resource and environmental problems, especially the resource misallocation. The way China prioritises its limited resources is being significantly impacted by the rise of the digital economy and the interconnectedness of new technologies and the real economy. This paper quantitatively examines the linear and nonlinear impacts and mechanisms of digital development represented by internet development. With a series of empirical tests, we found that the internet development has significantly inhibited the resources misallocation, and the conclusion is still valid in the robustness test with internet popularization and internet infrastructure as the core explanatory variables. In addition to the marketization, internet development can further inhibit resource misallocation by promoting financial development, openness, urbanization and industrial structure. The findings of threshold regression suggest that the inhibitory effect of internet growth on resource misallocation becomes more visible as the degree of financial development and industrial structure increases; with the higher degree of urbanisation and marketization, although the internet development has always played an inhibitory role on resource mismatch, the inhibitory effect first increases and then decreases; with the improvement of openness, the hindering impact of internet growth on resource mismatch becomes more visible as the degree of financial development and industrial structure increases.

References

Acemoglu, D., Johnson, S., & Robinson, J. A. (2002). Reversal of Fortune: Geography and Institutions in the Making of the Modern World Income Distribution. Quarterly Journal of Economics, 117(4), 1231-1294.

Acharya, R. C. (2016). ICT use and TFP growth: intangible capital or productive externalities?. Oxford Economic Papers, 68(1), 16-39.

Adamopoulos, T., & Restuccia, D. (2014). The Size Distribution of Farms and International Productivity Differences. The American Economic Review, 104(6), 1667-1697.

Anderson, J. E., & Van Wincoop, E. (2004). Trade costs. Journal of Economic literature, 42(3), 691-751.

Bandyopadhyay, D., King, I., & Tang, X. (2019). Human capital misallocation, redistributive policies, and TFP. Journal of Macroeconomics, 60, 309-324.

Banerjee, A. V., & Duflo, E. (2005). Growth theory through the lens of development economics. Handbook of Economic Growth, 1(05), 473-552.

Banerjee, A., & Moll, B. (2010). Why Does Misallocation Persist. American Economic Journal: Macroeconomics, 2(1), 189-206.

Bartelsman, E., Haltiwanger, J., & Scarpetta, S. (2013). Cross-country differences in productivity: The role of allocation and selection. American economic review, 103(1), 305-34.

Benhima, K. (2013). Financial integration, capital misallocation and global imbalances. Journal of International Money and Finance, 32, 324-340.

Bian, Y., Song, K., & Bai, J. (2019). Market segmentation, resource misallocation and environmental pollution. Journal of Cleaner Production, 228, 376-387.

Bogoviz, A. V., Lobova, S. V., Ragulina, Y. V., Chernitsova, K. A., & Shkodinsky, S. V. (2019). Internet Tools for Development of Knowledge Economy: Essence, Tendencies, and Perspectives. Perspectives on the Use of New Information and Communication Technology (ICT) in the Modern Economy.

Bower, R. S., & Scheidell, J. M. (1970). Operationalism in finance and economics. Journal of Financial and Quantitative Analysis, 469-495.

Brandt, L., Tombe, T., & Zhu, X. (2013). Factor market distortions across time, space and sectors in China. Review of Economic Dynamics, 16(1), 39-58.

Burstein, A., & Mongenaranjo, A. (2009). Foreign Know-How, Firm Control, and the Income of Developing Countries. Quarterly Journal of Economics, 124(1), 149-195.

Caggese, A., & Perez-Orive, A. (2017). Capital misallocation and secular stagnation. Finance and Economics Discussion Series, 9.

Calligaris, S. (2015). Misallocation and TFP in Italy: Evidence from Firm-Level Data. Labour, 29(4), 367-393.

Castiglione, C. (2012). Technical efficiency and ICT investment in Italian manufacturing firms. Applied Economics, 44(14), 1749-1763.

Chen, S., & Lin, B. (2019). Dual-track interest rates and capital misallocation. China Economic Review, 57, 101338.

Choi, C., Rhee, D. E., & Oh, Y. (2014). Information and capital flows revisited: The Internet as a determinant of transactions in financial assets. Economic Modelling, 40, 191-198.

Collard-Wexler, A., Asker, J., & De Loecker, J. (2011). Productivity volatility and the misallocation of resources in developing economies (No. w17175). National Bureau of Economic Research.

Czernich, N., Falck, O., Kretschmer, T., & Woessmann, L. (2011). Broadband infrastructure and economic growth. The Economic Journal, 121(552), 505-532.

Czernich, N., Falck, O., Kretschmer, T., & Woessmann, L. (2011). Broadband infrastructure and economic growth. The Economic Journal, 121(552), 505-532.

David, J. M., & Venkateswaran, V. (2019). The Sources of Capital Misallocation. The American Economic Review, 109(7), 2531-2567.

Edquist, H., & Henrekson, M. (2017). Do R&D and ICT affect TFP growth differently?. Telecommunications Policy, 41(2), 106-119.

Ek, C., & Wu, G. L. (2018). Investment-cash flow sensitivities and capital misallocation. Journal of Development Economics, 133, 220-230.

Elliott, R. J., Sun, P., & Zhu, T. (2017). The direct and indirect effect of urbanization on energy intensity: A province-level study for China. Energy, 123, 677-692.

Forman, C., Goldfarb, A., & Greenstein, S. (2005). How did location affect adoption of the commercial internet? global village vs. urban leadership. Journal of Urban Economics, 58(3), 389-420.

Freund, C. L., & Weinhold, D. (2004). The effect of the Internet on international trade. Journal of international economics, 62(1), 171-189.

Furman, J. L., Porter, M. E., & Stern, S. (2002). The determinants of national innovative capacity. Research policy, 31(6), 899-933.

Galindo, A., Schiantarelli, F., & Weiss, A. (2002). Does Financial Liberalization Improve the Allocation of Investment? Micro Evidence from Developing Countries. Journal of Development Economics, 83(2), 562-587

Goldfarb, A., & Tucker, C. E. (2017). Standardization and the effectiveness of online advertising. Operations Research, 57(4), 383-385.

Greenwood, J., Sanchez, J. M., & Wang, C. (2013). Quantifying the impact of financial development on economic development. Review of Economic Dynamics, 16(1), 194-215.

Grossman, G. M., & Rossi-Hansberg, E. (2008). Trading tasks: A simple theory of offshoring. American Economic Review, 98(5), 1978-97.

Hansen, R., & Sia, S. K. (2015). Hummel's Digital Transformation Toward Omnichannel Retailing: Key Lessons Learned. MIS Quarterly Executive, 14(2).

Hao, Y., & Wu, H. (2020). The Role of Internet Development on Energy Intensity in China: Evidence From a Spatial Econometric Analysis. Asian Economics Letters, 1(1), 17194.

Hao, Y., Gai, Z., & Wu, H.. (2020). How do resource misallocation and government corruption affect green total factor energy efficiency? evidence from china. Energy Policy, 143, 111562.

Hirakata, N., & Sunakawa, T. (2019). Financial frictions, capital misallocation and structural change. Journal of Macroeconomics, 61, 103127.

Hopenhayn, H. A., & Rogerson, R. (1993). Job Turnover and Policy Evaluation: A General Equilibrium Analysis. Journal of Political Economy, 101(5), 915-938.

Hsieh, C., & Klenow, P. J. (2009). Misallocation and Manufacturing TFP in China and India. Quarterly Journal of Economics, 124(4), 1403-1448.

Ivus, O., & Boland, M. (2015). The Employment and Wage Impact of Broadband Deployment in Canada. Canadian Journal of Economics, 48(5), 1803-1830.

Jones, C. I. (2011). Misallocation, Economic Growth, and Input-Output Economics. National Bureau of Economic Research, 419-456.

Jovanovic, B. (2014). Misallocation and Growth. The American Economic Review, 104(4), 1149-1171.

Kaymak, B., & Schott, I. (2019). Loss-offset provisions in the corporate tax code and misallocation of capital. Journal of Monetary Economics, 105, 1-20.

Kehrig, M., & Vincent, N. (2017). Do firms mitigate or magnify capital misallocation? evidence from plant-level data. US Census Bureau Center for Economic Studies Paper No. CES-WP-17-14.

Koutroumpis, P. (2009). The economic impact of broadband on growth: A simultaneous approach. Telecommunications policy, 33(9), 471-485.

Levin, J. D. (2011). The economics of internet markets (No. w16852). National Bureau of Economic Research.

Liao, G., Yao, D., & Hu, Z. (2020). The spatial effect of the efficiency of regional financial resource allocation from the perspective of internet finance: evidence from Chinese provinces. Emerging Markets Finance and Trade, 56(6), 1211-1223.

Marconi, D., & Upper, C. (2017). Capital misallocation and financial development: a sector-level analysis. Bank of Italy Temi di Discussione (Working Paper) No, 1143.

Meijers, H. (2014). Does the internet generate economic growth, international trade, or both?. International Economics & Economic Policy, 11(1-2), 137-163.

Miao, J., & Wang, P. (2014). Sectoral bubbles, misallocation, and endogenous growth. Journal of Mathematical Economics, 53, 153-163.

Misch, F., & Saborowski, C. (2018). Resource misallocation and productivity: Evidence from mexico. International Monetary Fund.

Moll, B. (2014). Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?. The American Economic Review, 104(10), 3186-3221.

Munshi, K., & Rosenzweig, M. R. (2016). Networks and Misallocation: Insurance, Migration, and the Rural-Urban Wage Gap. The American Economic Review, 106(1), 46-98.

Nunn, N., & Qian, N. (2014). US food aid and civil conflict. American Economic Review, 104(6), 1630-66.

Paunov, C., & Rollo, V. (2016). Has the internet fostered inclusive innovation in the developing world?. World Development, 78, 587-609.

Piao, Z., Jia, J., Shen, F., & Chen, R. (2016). Research of Microcosmic Affection Factors on Capital Misallocation: A Case of Chinese Listed Companies. Mathematical Problems in Engineering, 2016, Article ID: 8921418.

Restuccia, D., & Rogerson, R. (2013). Misallocation and productivity. Review of Economic Dynamics, 16(1), 1-10.

Roller, L. H., & Waverman, L. (2001). Telecommunications infrastructure and economic development: A simultaneous approach. American economic review, 91(4), 909-923.

Ryzhenkov, M. (2016). Resource misallocation and manufacturing productivity: The case of Ukraine. Journal of Comparative Economics, 44(1), 41-55.

Salahuddin, M., & Gow, J. (2016). The effects of internet usage, financial development and trade openness on economic growth in south Africa: a time series analysis. Telematics and Informatics, 33(4), 1141-1154.

Song, Z., & Wu, G. L. (2015). Identifying capital misallocation. Work. Pap., Univ. Chicago, Chicago.

Spiezia, V. (2011). Are ICT users more innovative?: an analysis of ICT-enabled innovation in OECD firms. OECD Journal: Economic Studies, 2011(1), 1-21.

Wei, C., & Li, C. Z. (2017). Resource misallocation in Chinese manufacturing enterprises: evidence from firm-level data. Journal of cleaner production, 142, 837-845.

Wu, G. L. (2018). Capital misallocation in China: Financial frictions or policy distortions?. Journal of Development Economics, 130, 203-223.

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Published

2023-06-09

How to Cite

Wu, H., Hao, Y., Geng, C., Sun, W., Zhou, Y., & Lu, F. (2023). Ways to improve cross-regional resource allocation: Does the development of digitalization matter? . Journal of Economic Analysis, 2(4), 1–30. https://doi.org/10.58567/jea02040001

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