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Sophistication gap between countries: The effect of research and development expenditure

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  • Brice Kamguia
  • Joseph Keneck‐Massil
  • Henri Njangang
  • Sosson Tadadjeu

Abstract

A recent strand of the literature suggests that economic sophistication is a strong predictor of economic development. Given that this branch of literature is relatively young, the determinants of economic sophistication have not yet been fully explored. This study contributes to this literature by examining the effect of research and development (R&D) investments on economic complexity. By applying a dynamic panel model to a panel of 67 countries, the following results are established: First, the results showed that research and development investments are associated with greater economic complexity. Second, when analyzing R&D by sector, the results highlight the importance of research spending by higher education, business, public sector and private non‐profit sector in improving economic complexity. In the same vein, investments in different R&D activities, including basic research, applied research and experimental research, increase economic complexity. In addition, we provided evidence that R&D spending in several fields, including medicine, engineering, natural sciences, social sciences and arts, also increases economic complexity. Third, we further analyze the heterogeneity of the results, highlighting the role of natural resource endowment and income level. However, investments in research and development remain associated with higher levels of economic complexity in resource‐poor countries in contrast to resource‐rich countries, where they have no effect. Based on these results, policy implications were discussed.

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  • Brice Kamguia & Joseph Keneck‐Massil & Henri Njangang & Sosson Tadadjeu, 2024. "Sophistication gap between countries: The effect of research and development expenditure," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 32(3), pages 739-778, July.
  • Handle: RePEc:wly:ectrin:v:32:y:2024:i:3:p:739-778
    DOI: 10.1111/ecot.12400
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    as
    1. Dominique Guellec & Bruno Van Pottelsberghe de la Potterie, 2004. "From R&D to Productivity Growth: Do the Institutional Settings and the Source of Funds of R&D Matter?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(3), pages 353-378, July.
    2. Mohamed Saadi, 2020. "Remittance Inflows and Export Complexity: New Evidence from Developing and Emerging Countries," Journal of Development Studies, Taylor & Francis Journals, vol. 56(12), pages 2266-2292, December.
    3. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    4. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    5. Costinot, Arnaud, 2009. "On the origins of comparative advantage," Journal of International Economics, Elsevier, vol. 77(2), pages 255-264, April.
    6. Henry Laverde-Rojas & Juan C. Correa, 2019. "Can scientific productivity impact the economic complexity of countries?," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(1), pages 267-282, July.
    7. Sweet, Cassandra Mehlig & Eterovic Maggio, Dalibor Sacha, 2015. "Do Stronger Intellectual Property Rights Increase Innovation?," World Development, Elsevier, vol. 66(C), pages 665-677.
    8. Pop Silaghi, Monica Ioana & Alexa, Diana & Jude, Cristina & Litan, Cristian, 2014. "Do business and public sector research and development expenditures contribute to economic growth in Central and Eastern European Countries? A dynamic panel estimation," Economic Modelling, Elsevier, vol. 36(C), pages 108-119.
    9. Grossman, Gene M & Helpman, Elhanan, 1989. "Product Development and International Trade," Journal of Political Economy, University of Chicago Press, vol. 97(6), pages 1261-1283, December.
    10. 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.
    11. Zhu, Shujin & Fu, Xiaolan, 2013. "Drivers of Export Upgrading," World Development, Elsevier, vol. 51(C), pages 221-233.
    12. Christopher F. Baum & Mustafa Caglayan & Oleksandr Talavera, 2013. "The Effects of Future Capital Investment and R&D Expenditures on Firms' Liquidity," Review of International Economics, Wiley Blackwell, vol. 21(3), pages 459-474, August.
    13. Trung V. Vu, 2022. "Does institutional quality foster economic complexity? The fundamental drivers of productive capabilities," Empirical Economics, Springer, vol. 63(3), pages 1571-1604, September.
    14. Frederick van der Ploeg, 2011. "Natural Resources: Curse or Blessing?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 366-420, June.
    15. Lectard, Pauline & Rougier, Eric, 2018. "Can Developing Countries Gain from Defying Comparative Advantage? Distance to Comparative Advantage, Export Diversification and Sophistication, and the Dynamics of Specialization," World Development, Elsevier, vol. 102(C), pages 90-110.
    16. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    17. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    18. Bond, Stephen & Bowsher, Clive & Windmeijer, Frank, 2001. "Criterion-based inference for GMM in autoregressive panel data models," Economics Letters, Elsevier, vol. 73(3), pages 379-388, December.
    19. Buesa, Mikel & Heijs, Joost & Baumert, Thomas, 2010. "The determinants of regional innovation in Europe: A combined factorial and regression knowledge production function approach," Research Policy, Elsevier, vol. 39(6), pages 722-735, July.
    20. Sweet, Cassandra & Eterovic, Dalibor, 2019. "Do patent rights matter? 40 years of innovation, complexity and productivity," World Development, Elsevier, vol. 115(C), pages 78-93.
    21. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    22. Kiviet, Jan F., 2020. "Testing the impossible: Identifying exclusion restrictions," Journal of Econometrics, Elsevier, vol. 218(2), pages 294-316.
    23. Raghuram G. Rajan & Arvind Subramanian, 2008. "Aid and Growth: What Does the Cross-Country Evidence Really Show?," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 643-665, November.
    24. Arif, Imran, 2021. "Productive knowledge, economic sophistication, and labor share," World Development, Elsevier, vol. 139(C).
    25. Canh Phuc Nguyen & Thanh Dinh Su, 2021. "Financing the economy: The multidimensional influences of financial development on economic complexity," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(4), pages 644-684, May.
    26. Nguyen, Canh Phuc & Schinckus, Christophe & Su, Thanh Dinh, 2020. "The drivers of economic complexity: International evidence from financial development and patents," International Economics, Elsevier, vol. 164(C), pages 140-150.
    27. Peter Kannen, 2020. "Does foreign direct investment expand the capability set in the host economy? A sectoral analysis," The World Economy, Wiley Blackwell, vol. 43(2), pages 428-457, February.
    28. Lapatinas, Athanasios, 2019. "The effect of the Internet on economic sophistication: An empirical analysis," Economics Letters, Elsevier, vol. 174(C), pages 35-38.
    29. Laurel A. Franzen & Kimberly J. Rodgers & Timothy T. Simin, 2007. "Measuring Distress Risk: The Effect of R&D Intensity," Journal of Finance, American Finance Association, vol. 62(6), pages 2931-2967, December.
    30. Nguyen, Canh Phuc, 2021. "Gender equality and economic complexity," Economic Systems, Elsevier, vol. 45(4).
    31. Kiviet, Jan F., 2023. "Instrument-free inference under confined regressor endogeneity and mild regularity," Econometrics and Statistics, Elsevier, vol. 25(C), pages 1-22.
    32. William Hauk & Romain Wacziarg, 2009. "A Monte Carlo study of growth regressions," Journal of Economic Growth, Springer, vol. 14(2), pages 103-147, June.
    33. Kamguia, Brice & Tadadjeu, Sosson & Miamo, Clovis & Njangang, Henri, 2022. "Does foreign aid impede economic complexity in developing countries?," International Economics, Elsevier, vol. 169(C), pages 71-88.
    34. Jérôme Valette, 2018. "Do Migrants Transfer Productive Knowledge Back to Their Origin Countries?," Journal of Development Studies, Taylor & Francis Journals, vol. 54(9), pages 1637-1656, September.
    35. Avom, Désiré & Keneck-Massil, Joseph & Njangang, Henri & Nvuh-Njoya, Youssouf, 2022. "Why are some resource-rich countries more sophisticated than others? The role of the regime type and political ideology," Resources Policy, Elsevier, vol. 79(C).
    36. Pegkas, Panagiotis & Staikouras, Christos & Tsamadias, Constantinos, 2019. "Does research and development expenditure impact innovation? Evidence from the European Union countries," Journal of Policy Modeling, Elsevier, vol. 41(5), pages 1005-1025.
    37. Saleh Albeaik & Mary Kaltenberg & Mansour Alsaleh & Cesar A. Hidalgo, 2017. "Improving the Economic Complexity Index," Papers 1707.05826, arXiv.org, revised Jul 2017.
    38. Peter K. Schott, 2008. "The relative sophistication of Chinese exports [‘Manufacturing Earnings and Compensation in China’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 23(53), pages 6-49.
    39. Furman, Jeffrey L. & Hayes, Richard, 2004. "Catching up or standing still?: National innovative productivity among 'follower' countries, 1978-1999," Research Policy, Elsevier, vol. 33(9), pages 1329-1354, November.
    40. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, December.
    41. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh, 2020. "The natural resources rents: Is economic complexity a solution for resource curse?," Resources Policy, Elsevier, vol. 69(C).
    42. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    43. Ricardo Hausmann & César Hidalgo, 2011. "The network structure of economic output," Journal of Economic Growth, Springer, vol. 16(4), pages 309-342, December.
    44. Matthias Busse & Steffen Gröning, 2013. "The resource curse revisited: governance and natural resources," Public Choice, Springer, vol. 154(1), pages 1-20, January.
    45. Mhuru, Raviro Mercy & Daglish, Toby & Geng, Heng, 2022. "Oil discoveries and innovation," Energy Economics, Elsevier, vol. 110(C).
    46. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    47. Farhadi, Minoo & Islam, Md. Rabiul & Moslehi, Solmaz, 2015. "Economic Freedom and Productivity Growth in Resource-rich Economies," World Development, Elsevier, vol. 72(C), pages 109-126.
    48. Papyrakis, Elissaios & Gerlagh, Reyer, 2007. "Resource abundance and economic growth in the United States," European Economic Review, Elsevier, vol. 51(4), pages 1011-1039, May.
    49. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    50. 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.
    51. Naveed, Amjad & Wang, Cong, 2023. "Innovation and labour productivity growth moderated by structural change: Analysis in a global perspective," Technovation, Elsevier, vol. 119(C).
    52. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    53. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    54. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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