new  economy  and  trad

new economy and trad

Import facilitation, government research and development, and market concentration

Document Type : Research Paper

Authors
1 Assistant Professor, Department of Business Economics, Allameh Tabataba'i University, Tehran, Iran
2 Ph.D. Candidate in Economics, Faculty Economics, Allameh Tabataba'i University, Tehran, Iran
3 Associate Professor, Department of Business Economics, Allameh Tabataba'i University, Tehran, Iran
4 Associate Professor Department of Business Economics, Allameh Tabataba'i University, Tehran, Iran
10.30465/jnet.2026.52668.2236
Abstract
The central aim of this research is to determine if public R&D can be redefined as an industrial policy tool to counterbalance the adverse effects of trade liberalization. To this end, we analyze the impact of trade facilitation and public R&D on market concentration using a panel of 21 countries from 2000 to 2014, combining data from De Loecker & Eeckhout (2018), Rubínová & Sebti (2021), and the OECD (2023). The analysis employs the markup index as the dependent variable, with the import-cost index, public R&D personnel (FTE), and their interaction term (capturing the "public-innovation feedback" channel) as key regressors. Estimates are reported using a two-way fixed effects model with Driscoll–Kraay standard errors to account for cross-sectional dependence, complemented by a random effects model for sensitivity analysis. The results demonstrate that incorporating the public-innovation feedback channel significantly modifies the estimated impact of trade facilitation. Specifically, public R&D investment is found to partially offset the rise in market concentration associated with Import facilitation. These findings suggest that a synergistic approach to trade and public innovation policy offers an effective strategy for preserving competition and curbing market power.
Keywords

 
Aghion, P., Akcigit, U., & Howitt, P. (2014). What Do We Learn From Schumpeterian Growth Theory? In Handbook of Economic Growth (Vol. 2, pp. 515–563). Elsevier. https://doi.org/10.1016/B978-0-444-53540-5.00001-X
Aghion, P., Cai, J., Dewatripont, M., Du, L., Harrison, A., & Legros, P. (2015). Industrial Policy and Competition. American Economic Journal: Macroeconomics, 7(4), 1–32. https://doi.org/10.1257/mac.20120103
Akcigit, U., Chen, W., Diez, F., Duval, R., Engler, P., Fan, J., Maggi, C., Mendes Tavares, M., Schwarz, D., Shibata, I., & Villegas-Sánchez, C. (2021). Rising Corporate Market Power: Emerging Policy Issues. Staff Discussion Notes, 21(01). https://doi.org/10.5089/9781513512082.006
Amiti, M., & Heise, S. (2025). U.S. Market Concentration and Import Competition. Review of Economic Studies, 92(2), 737–771. https://doi.org/10.1093/restud/rdae045
Arkolakis, C., Costinot, A., Donaldson, D., & Rodríguez-Clare, A. (2018). The Elusive Pro-Competitive Effects of Trade. The Review of Economic Studies. https://doi.org/10.1093/restud/rdx075
Atkeson, A., & Burstein, A. T. (2010). Innovation, Firm Dynamics, and International Trade. Journal of Political Economy, 118(3), 433–484. https://doi.org/10.1086/653690
Autor, D., Dorn, D., Katz, L. F., Patterson, C., & Van Reenen, J. (2020). The Fall of the Labor Share and the Rise of Superstar Firms. The Quarterly Journal of Economics, 135(2), 645–709. https://doi.org/10.1093/qje/qjaa004
Barkai, S. (2020). Declining Labor and Capital Shares. The Journal of Finance, 75(5), 2421–2463. https://doi.org/10.1111/jofi.12909
Baum, C. (2024). XTTEST3: Stata module to compute Modified Wald statistic for groupwise heteroskedasticity [Computer software]. https://EconPapers.repec.org/RePEc:boc:bocode:s414801
Becker, B., & Pain, N. (2008). WHAT DETERMINES INDUSTRIAL R&D EXPENDITURE IN THE UK? The Manchester School, 76(1), 66–87. https://doi.org/10.1111/j.1467-9957.2007.01050.x
Belitz, H., & Mölders, F. (2016). International knowledge spillovers through high-tech imports and R&D of foreign-owned firms. The Journal of International Trade & Economic Development, 25(4), 590–613. https://doi.org/10.1080/09638199.2015.1106575
Branstetter, L. G. (2001). Are knowledge spillovers international or intranational in scope? Journal of International Economics, 53(1), 53–79. https://doi.org/10.1016/S0022-1996(00)00068-4
Bustos, P. (2011). Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms. American Economic Review, 101(1), 304–340. https://doi.org/10.1257/aer.101.1.304
Cavenaile, L., Roldan-Blanco, P., & Schmitz, T. (2023). International Trade and Innovation Dynamics with Endogenous Markups. The Economic Journal, 133(651), 971–1004. https://doi.org/10.1093/ej/ueac085
Choi, I. (2001). Unit root tests for panel data. Journal of International Money and Finance, 20(2), 249–272. https://doi.org/10.1016/S0261-5606(00)00048-6
Covarrubias, M., Gutiérrez, G., & Philippon, T. (2020). From Good to Bad Concentration? US Industries over the Past 30 Years. NBER Macroeconomics Annual, 34, 1–46. https://doi.org/10.1086/707169
De Loecker, J., & Eeckhout, J. (2018). Global Market Power. National Bureau of Economic Research. https://doi.org/10.3386/w24768
Ditzen, J. (2023). XTCD2: Stata module to test for weak cross sectional dependence [Computer software]. https://EconPapers.repec.org/RePEc:boc:bocode:s458204a
DORASZELSKI, U., & JAUMANDREU, J. (2013). R&D and Productivity: Estimating Endogenous Productivity. The Review of Economic Studies, 80(4 (285)) , 1338–1383. JSTOR.
Driscoll, J. C., & Kraay, A. C. (1998). Consistent Covariance Matrix Estimation with Spatially Dependent Panel Data. Review of Economics and Statistics, 80(4), 549–560. https://doi.org/10.1162/003465398557825
Eberhardt, M. (2011). XTCD: Stata module to investigate Variable/Residual Cross-Section Dependence [Computer software]. https://EconPapers.repec.org/RePEc:boc:bocode:s457237
ESCAP, U. (2025). ESCAP-World Bank trade cost database.
Gonchar, K., & Kuznetsov, B. (2018). How import integration changes firms’ decisions to innovate. The Annals of Regional Science, 60(3), 501–528. https://doi.org/10.1007/s00168-015-0697-6
Grullon, G., Larkin, Y., & Michaely, R. (2019). Are US Industries Becoming More Concentrated? Review of Finance, 23(4), 697–743. https://doi.org/10.1093/rof/rfz007
Gutiérrez, G., & Philippon, T. (2017). Declining Competition and Investment in the US. National Bureau of Economic Research.
Hausman, J. A. (1978). Specification Tests in Econometrics. Econometrica, 46(6), 1251. https://doi.org/10.2307/1913827
Hoechle, D. (2018). XTSCC: Stata module to calculate robust standard errors for panels with cross-sectional dependence [Computer software]. https://EconPapers.repec.org/RePEc:boc:bocode:s456787
Im, K. S., Pesaran, M. H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115(1), 53–74. https://doi.org/10.1016/S0304-4076(03)00092-7
Melitz, M. J. (2003). The impact of trade on intra‐industry reallocations and aggregate industry productivity. Econometrica, 71(6), 1695–1725.
Mundlak, Y. (1978). On the Pooling of Time Series and Cross Section Data. Econometrica, 46(1), 69. https://doi.org/10.2307/1913646
Negassi, S. (2004). R&D co-operation and innovation a microeconometric study on French firms. Research Policy, 33(3), 365–384. https://doi.org/10.1016/j.respol.2003.09.010
OECD. (2023). Main Science and Technology Indicators[Dataset]. https://doi.org/https://doi.org/10.1787/1cdcb031-en.
Pesaran, M. H. (2015). Testing Weak Cross-Sectional Dependence in Large Panels. Econometric Reviews, 34(6–10), 1089–1117. https://doi.org/10.1080/07474938.2014.956623
Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross‐section dependence. Journal of Applied Econometrics, 22(2), 265–312. https://doi.org/10.1002/jae.951
Rubínová, S., & Sebti, M. (2021). The WTO Trade Cost Index and Its Determinants. World Trade Organization Economic Research and Statistics Division. https://doi.org/doi:10.30875/29ba5a43-en
Sampson, T. (2016). Dynamic Selection: An Idea Flows Theory of Entry, Trade, and Growth. The Quarterly Journal of Economics, 131(1), 315–380. https://doi.org/10.1093/qje/qjv032
Shu, P., & Steinwender, C. (2019). The Impact of Trade Liberalization on Firm Productivity and Innovation. Innovation Policy and the Economy, 19, 39–68. https://doi.org/10.1086/699932
Smith, S. W. (2014). Follow me to the innovation frontier? Leaders, laggards, and the differential effects of imports and exports on technological innovation. Journal of International Business Studies, 45(3), 248–274. https://doi.org/10.1057/jibs.2013.57
StataCorp, L. L. C. (2023). Stata 18. Statistical software. In Computer software [Computer software]. StataCorp LLC.
Tinbergen, J. (1952). On the Theory of Economic Policy (2en edition). North Holland.
Van Reenen, J. (2018). Increasing differences between firms: Market power and the macro-economy.
Wada, R. (2014). OUTREG2: Stata module to arrange regression outputs into an illustrative table [Computer software]. https://EconPapers.repec.org/RePEc:boc:bocode:s456416
Wursten, J. (2017). XTCDF: Stata module to perform Pesaran’s CD-test for cross-sectional dependence in panel context [Computer software]. https://EconPapers.repec.org/RePEc:boc:bocode:s458385
Wursten, J. (2022). XTISTEST: Stata module to perform Portmanteau test for panel serial correlation [Computer software]. https://EconPapers.repec.org/RePEc:boc:bocode:s4582

  • Receive Date 13 September 2025
  • Revise Date 17 December 2025
  • Accept Date 17 January 2026