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Aggregation effect of economic freedom and total factor productivity growth with biased technological change

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  • Li, Xiaoke
  • Xu, Zhipeng
  • Li, Xiaoping

Abstract

Economic freedom has an important impact on total factor productivity (TFP) growth; however, the impact of different sources that comprise economic freedom is not clear and the effect of biased technological change has not been considered. This paper presents an exploration of the impact of economic freedom on TFP growth with biased technological change in terms of heterogeneity in the composition of economic freedom. This paper uses the Economic Freedom Index and its five subdimension indices from the Fraser Institute, introduces the biased technological change hypothesis, and demonstrates the impact of economic freedom and its aggregate effects on TFP growth with biased technological change. Panel analysis was conducted using data from 64 sample economies between 1980 and 2019. The empirical test results indicate the following: First, an increase in the level of economic freedom has significantly promoted TFP growth with biased technological chang but excessive economic freedom leads to a reversal in TFP growth with biased technological change, which can be mitigated by effective improvements in government size. Second, economic freedom in different dimensions and sectors not only independently influences TFP growth with biased technological change as an individual factor within a systemic whole but also collaboratively affects TFP growth with biased technological change to produce complex aggregation effects. Especially when promoting international trade and investment freedom, choosing to indiscriminately relax credit, labor, and business regulations may stimulate excessive flows of international capital and speculative activities, thereby worsening TFP growth with biased technological change.

Suggested Citation

  • Li, Xiaoke & Xu, Zhipeng & Li, Xiaoping, 2025. "Aggregation effect of economic freedom and total factor productivity growth with biased technological change," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 855-877.
  • Handle: RePEc:eee:streco:v:74:y:2025:i:c:p:855-877
    DOI: 10.1016/j.strueco.2025.06.010
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    1. Melitz, Jacques & Toubal, Farid, 2014. "Native language, spoken language, translation and trade," Journal of International Economics, Elsevier, vol. 93(2), pages 351-363.
    2. Stanley Fischer & Ratna Sahay & Carlos A. Végh, 2002. "Modern Hyper- and High Inflations," Journal of Economic Literature, American Economic Association, vol. 40(3), pages 837-880, September.
    3. Ryo Horii & Tatsuro Iwaisako, 2007. "Economic Growth with Imperfect Protection of Intellectual Property Rights," Journal of Economics, Springer, vol. 90(1), pages 45-85, January.
    4. Dani Rodrik, 1999. "Democracies Pay Higher Wages," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 707-738.
    5. Jakob De Haan & Susanna Lundström & Jan‐Egbert Sturm, 2006. "Market‐oriented institutions and policies and economic growth: A critical survey," Journal of Economic Surveys, Wiley Blackwell, vol. 20(2), pages 157-191, April.
    6. Chen, Yongmin & Puttitanun, Thitima, 2005. "Intellectual property rights and innovation in developing countries," Journal of Development Economics, Elsevier, vol. 78(2), pages 474-493, December.
    7. Young, Andrew T. & Sheehan, Kathleen M., 2014. "Foreign aid, institutional quality, and growth," European Journal of Political Economy, Elsevier, vol. 36(C), pages 195-208.
    8. Pascal L. Ghazalian & Frederick Amponsem, 2019. "The effects of economic freedom on FDI inflows: an empirical analysis," Applied Economics, Taylor & Francis Journals, vol. 51(11), pages 1111-1132, March.
    9. Miguel A. León-Ledesma & Peter McAdam & Alpo Willman, 2015. "Production Technology Estimates and Balanced Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 40-65, February.
    10. Rodrik, Dani, 2004. "Industrial Policy for the Twenty-First Century," CEPR Discussion Papers 4767, C.E.P.R. Discussion Papers.
    11. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    12. Klößner, Stefan & Sekkel, Rodrigo, 2014. "International spillovers of policy uncertainty," Economics Letters, Elsevier, vol. 124(3), pages 508-512.
    13. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    14. Doucouliagos, Chris & Ulubasoglu, Mehmet Ali, 2006. "Economic freedom and economic growth: Does specification make a difference?," European Journal of Political Economy, Elsevier, vol. 22(1), pages 60-81, March.
    15. Francesco Caselli & Wilbur John Coleman, 2001. "Cross-Country Technology Diffusion: The Case of Computers," American Economic Review, American Economic Association, vol. 91(2), pages 328-335, May.
    16. Jesus Felipe, 1999. "Total factor productivity growth in East Asia: A critical survey," Journal of Development Studies, Taylor & Francis Journals, vol. 35(4), pages 1-41.
    17. Mary Amiti & Amit K. Khandelwal, 2013. "Import Competition and Quality Upgrading," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 476-490, May.
    18. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    19. Gino Gancia & Fabrizio Zilibotti, 2009. "Technological Change and the Wealth of Nations," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 93-120, May.
    20. Niclas Berggren & Henrik Jordahl, 2005. "Does free trade really reduce growth? Further testing using the economic freedom index," Public Choice, Springer, vol. 122(1), pages 99-114, January.
    21. Daron Acemoglu, 2002. "Directed Technical Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 781-809.
    22. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    23. Pedro Cavalcanti Ferreira & Samuel De Abreu Pessôa & Fernando A. Veloso, 2013. "On The Evolution Of Total Factor Productivity In Latin America," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 16-30, January.
    24. Ha‐Joon Chang & Antonio Andreoni, 2020. "Industrial Policy in the 21st Century," Development and Change, International Institute of Social Studies, vol. 51(2), pages 324-351, March.
    25. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    26. Christian Bjørnskov & Nicolai Foss, 2010. "Economic Freedom and Entrepreneurial Activity: Some Cross-Country Evidence," Springer Books, in: Andreas Freytag & Roy Thurik (ed.), Entrepreneurship and Culture, chapter 0, pages 201-225, Springer.
    27. Olivier de La Grandville & Rainer Klump, 2000. "Economic Growth and the Elasticity of Substitution: Two Theorems and Some Suggestions," American Economic Review, American Economic Association, vol. 90(1), pages 282-291, March.
    28. Michael C Burda & Battista Severgnini, 2009. "TFP Growth in Old and New Europe," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 51(4), pages 447-466, December.
    29. Andreas Bergh & Martin Karlsson, 2010. "Government size and growth: Accounting for economic freedom and globalization," Public Choice, Springer, vol. 142(1), pages 195-213, January.
    30. Guzman, Martin & Ocampo, Jose Antonio & Stiglitz, Joseph E., 2018. "Real exchange rate policies for economic development," World Development, Elsevier, vol. 110(C), pages 51-62.
    31. Fischer, Stanley, 1993. "The role of macroeconomic factors in growth," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 485-512, December.
    32. Amable, Bruno, 2016. "Institutional complementarities in the dynamic comparative analysis of capitalism," Journal of Institutional Economics, Cambridge University Press, vol. 12(1), pages 79-103, March.
    33. Antonelli, Cristiano, 2016. "Technological congruence and the economic complexity of technological change," Structural Change and Economic Dynamics, Elsevier, vol. 38(C), pages 15-24.
    34. Daron Acemoglu, 2015. "Localised and Biased Technologies: Atkinson and Stiglitz's New View, Induced Innovations, and Directed Technological Change," Economic Journal, Royal Economic Society, vol. 0(583), pages 443-463, March.
    35. Jia, Fei & Ma, Xiuying & Xu, Xiangyun & Xie, Lijuan, 2020. "The differential role of manufacturing and non-manufacturing TFP growth in economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 174-183.
    36. Constantine Alexandrakis & Grigorios Livanis, 2013. "Economic Freedom and Economic Performance in L atin A merica: A Panel Data Analysis," Review of Development Economics, Wiley Blackwell, vol. 17(1), pages 34-48, February.
    37. Carlsson, Fredrik & Lundstrom, Susanna, 2002. "Economic Freedom and Growth: Decomposing the Effects," Public Choice, Springer, vol. 112(3-4), pages 335-344, September.
    38. Gwartney, James & Lawson, Robert, 2003. "The concept and measurement of economic freedom," European Journal of Political Economy, Elsevier, vol. 19(3), pages 405-430, September.
    39. Kim, Dong-Hyeon & Wu, Yi-Chen & Lin, Shu-Chin, 2018. "Heterogeneity in the effects of government size and governance on economic growth," Economic Modelling, Elsevier, vol. 68(C), pages 205-216.
    40. Horst Feldmann, 2010. "Government size and unemployment in developing countries," Applied Economics Letters, Taylor & Francis Journals, vol. 17(3), pages 289-292, February.
    41. Grier, Kevin B. & Grier, Robin M., 2021. "The Washington consensus works: Causal effects of reform, 1970-2015," Journal of Comparative Economics, Elsevier, vol. 49(1), pages 59-72.
    42. Yu-Qi Liu & Chao Feng, 2023. "How Do Economic Freedom and Technological Innovation Affect Green Total-Factor Productivity? Cross-Country Evidence," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(5), pages 1426-1443, April.
    43. Rainer Klump & Peter McAdam & Alpo Willman, 2007. "Factor Substitution and Factor-Augmenting Technical Progress in the United States: A Normalized Supply-Side System Approach," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 183-192, February.
    44. Jerzmanowski, Michal & Tamura, Robert, 2019. "Directed technological change & cross-country income differences: A quantitative analysis," Journal of Development Economics, Elsevier, vol. 141(C).
    45. Gustavo Adler & Mr. Romain A Duval & Davide Furceri & Ksenia Koloskova & Mr. Marcos Poplawski Ribeiro, 2017. "Gone with the Headwinds: Global Productivity," IMF Staff Discussion Notes 2017/004, International Monetary Fund.
    46. repec:hum:wpaper:sfb649dp2009-033 is not listed on IDEAS
    47. J. Brandon Bolen & Russell S. Sobel, 2020. "Does Balance Among Areas of Institutional Quality Matter for Economic Growth?," Southern Economic Journal, John Wiley & Sons, vol. 86(4), pages 1418-1445, April.
    48. Jerzmanowski, Michal, 2007. "Total factor productivity differences: Appropriate technology vs. efficiency," European Economic Review, Elsevier, vol. 51(8), pages 2080-2110, November.
    49. Gustavo Adler & Romain A Duval & Davide Furceri & Sinem Kılıç Çelik & Ksenia Koloskova & Marcos Poplawski Ribeiro, 2017. "Gone with the Headwinds; Global Productivity," IMF Staff Discussion Notes 17/04, International Monetary Fund.
    50. Liow, Kim Hiang & Liao, Wen-Chi & Huang, Yuting, 2018. "Dynamics of international spillovers and interaction: Evidence from financial market stress and economic policy uncertainty," Economic Modelling, Elsevier, vol. 68(C), pages 96-116.
    51. Horst Feldmann, 2006. "Government Size and Unemployment: Evidence from Industrial Countries," Public Choice, Springer, vol. 127(3), pages 443-459, June.
    52. 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.
    53. Kong, Qunxi & Chen, Afei & Wong, Zoey & Peng, Dan, 2021. "Factor price distortion, efficiency loss and enterprises' outward foreign direct investment," International Review of Financial Analysis, Elsevier, vol. 78(C).
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