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Technological innovation and structural change for economic development in China as an emerging market

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  • Zhou, Xiaoxiao
  • Cai, Ziming
  • Tan, Kim Hua
  • Zhang, Linling
  • Du, Juntao
  • Song, Malin

Abstract

As an emerging and transforming market, China has emphasized the key role of technological innovation and industrial structural change in economic growth. Using a nonlinear econometric model and provincial data from 2000 to 2014, this study investigates the direction of technological innovation and structural change for driving China's economic growth. From a national perspective, an inverted U-shaped relationship exists between technological progress and economic growth, revealing a need to shift the technological progress approach from imitation to innovation. Once the turning point is reached, structural upgrading stimulates China's economic growth. Regional heterogeneity is apparent in regional regression. Both energy-saving and environmental conservation technologies positively contribute to the eastern and central regions’ economies, while only environmental conservation technology accelerates the western region's economic development. On structural adjustment, central areas should utilize industrialization and achieve sustainable development, whereas the eastern and western regions do not benefit from industrial structural change. The study's findings can be applied to design policies and strategies that could promote sustainable economic growth through technological innovation and structural change.

Suggested Citation

  • Zhou, Xiaoxiao & Cai, Ziming & Tan, Kim Hua & Zhang, Linling & Du, Juntao & Song, Malin, 2021. "Technological innovation and structural change for economic development in China as an emerging market," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    • Handle: RePEc:eee:tefoso:v:167:y:2021:i:c:s0040162521001037
    DOI: 10.1016/j.techfore.2021.120671
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    as
    1. Vanessa S. Tchamyou & Simplice A. Asongu, 2017. "Information Sharing and Financial Sector Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 24-49, January.
    2. Dominguez Lacasa, Iciar & Jindra, Björn & Radosevic, Slavo & Shubbak, Mahmood, 2019. "Paths of technology upgrading in the BRICS economies," Research Policy, Elsevier, vol. 48(1), pages 262-280.
    3. Färe, Rolf & Grosskopf, Shawna, 2010. "Directional distance functions and slacks-based measures of efficiency: Some clarifications," European Journal of Operational Research, Elsevier, vol. 206(3), pages 702-702, November.
    4. Fagerberg, Jan, 2000. "Technological progress, structural change and productivity growth: a comparative study," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 393-411, December.
    5. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    6. Asongu, Simplice A. & Le Roux, Sara & Biekpe, Nicholas, 2017. "Environmental degradation, ICT and inclusive development in Sub-Saharan Africa," Energy Policy, Elsevier, vol. 111(C), pages 353-361.
    7. Zhou, Xiaoxiao & Pan, Zixuan & Shahbaz, Muhammad & Song, Malin, 2020. "Directed technological progress driven by diversified industrial structural change," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 112-129.
    8. Zhang, Jianhong & Zhou, Chaohong & van Gorp, Désirée M. & van Witteloostuijn, Arjen, 2020. "Willingness to work for multinational enterprises from emerging countries: The case of Chinese multinational enterprises in the Netherlands," International Business Review, Elsevier, vol. 29(5).
    9. Simplice A. Asongu, 2018. "CO2 emission thresholds for inclusive human development in Sub-Saharan Africa," Research Africa Network Working Papers 18/023, Research Africa Network (RAN).
    10. Tsuboi, Mizuki, 2019. "Resource scarcity, technological progress, and stochastic growth," Economic Modelling, Elsevier, vol. 81(C), pages 73-88.
    11. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2018. "Educational quality thresholds in the diffusion of knowledge with mobile phones for inclusive human development in sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 164-172.
    12. Sheng, Jie & Amankwah-Amoah, Joseph & Wang, Xiaojun, 2019. "Technology in the 21st century: New challenges and opportunities," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 321-335.
    13. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    14. You, Kefei & Bianco, Silvia Dal & Amankwah-Amoah, Joseph, 2020. "Closing Technological Gaps to Alleviate Poverty: Evidence from 17 Sub-Saharan African Countries," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    15. Daron Acemoglu & Ufuk Akcigit & Harun Alp & Nicholas Bloom & William Kerr, 2018. "Innovation, Reallocation, and Growth," American Economic Review, American Economic Association, vol. 108(11), pages 3450-3491, November.
    16. Yang, Zhenbing & Shao, Shuai & Yang, Lili & Liu, Jianghua, 2017. "Differentiated effects of diversified technological sources on energy-saving technological progress: Empirical evidence from China's industrial sectors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 1379-1388.
    17. Freire, Clovis, 2019. "Economic diversification: A model of structural economic dynamics and endogenous technological change," Structural Change and Economic Dynamics, Elsevier, vol. 49(C), pages 13-28.
    18. Amankwah-Amoah, Joseph & Hinson, Robert E., 2019. "Contextual influences on new technology ventures: A study of domestic firms in Ghana," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 289-296.
    19. L. Rachel Ngai & Christopher A. Pissarides, 2007. "Structural Change in a Multisector Model of Growth," American Economic Review, American Economic Association, vol. 97(1), pages 429-443, March.
    20. Du, Xiuying & Xie, Zixiong, 2020. "Occurrence of turning point on environmental Kuznets curve in the process of (de)industrialization," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 359-369.
    21. Graça Miranda Silva & Chris Styles & Luis Filipe Lages, 2017. "Breakthrough innovation in international business: The impact of tech-innovation and market-innovation on performance," Post-Print hal-01794275, HAL.
    22. Wang, Huiqing & Wei, Weixian, 2020. "Coordinating technological progress and environmental regulation in CO2 mitigation: The optimal levels for OECD countries & emerging economies," Energy Economics, Elsevier, vol. 87(C).
    23. Senay Acikgoz & Merter Mert, 2014. "Sources of Growth Revisited: The Importance of the Nature of Technological Progress," Journal of Applied Economics, Taylor & Francis Journals, vol. 17(1), pages 31-62, May.
    24. Atalla, Tarek & Bean, Patrick, 2017. "Determinants of energy productivity in 39 countries: An empirical investigation," Energy Economics, Elsevier, vol. 62(C), pages 217-229.
    25. Roberto Samaniego & Juliana Sun, 2016. "Productivity Growth and Structural Transformation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 21, pages 266-285, July.
    26. Andergassen, Rainer & Nardini, Franco & Ricottilli, Massimo, 2017. "Innovation diffusion, general purpose technologies and economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 40(C), pages 72-80.
    27. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    28. Yushchenko, Alisa & Patel, Martin Kumar, 2016. "Contributing to a green energy economy? A macroeconomic analysis of an energy efficiency program operated by a Swiss utility," Applied Energy, Elsevier, vol. 179(C), pages 1304-1320.
    29. Guo, Pibin & Wang, Ting & Li, Dan & Zhou, Xijun, 2016. "How energy technology innovation affects transition of coal resource-based economy in China," Energy Policy, Elsevier, vol. 92(C), pages 1-6.
    30. Phuc Canh, Nguyen & Schinckus, Christophe & Thanh, Su Dinh, 2019. "Do economic openness and institutional quality influence patents? Evidence from GMM systems estimates," International Economics, Elsevier, vol. 157(C), pages 134-169.
    31. Tang, Chor Foon & Tan, Bee Wah & Ozturk, Ilhan, 2016. "Energy consumption and economic growth in Vietnam," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 1506-1514.
    32. Brondino, Gabriel, 2019. "Productivity growth and structural change in China (1995–2009): A subsystems analysis," Structural Change and Economic Dynamics, Elsevier, vol. 49(C), pages 183-191.
    33. Shi, Xunpeng & Sun, Sizhong, 2017. "Energy price, regulatory price distortion and economic growth: A case study of China," Energy Economics, Elsevier, vol. 63(C), pages 261-271.
    34. Han, Feng & Ke, Shanzi, 2016. "The effects of factor proximity and market potential on urban manufacturing output," China Economic Review, Elsevier, vol. 39(C), pages 31-45.
    35. Vanessa S. Tchamyou, 2019. "The Role of Information Sharing in Modulating the Effect of Financial Access on Inequality," Journal of African Business, Taylor & Francis Journals, vol. 20(3), pages 317-338, July.
    36. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    37. Gene M. Grossman & Elhanan Helpman, 1994. "Endogenous Innovation in the Theory of Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 23-44, Winter.
    38. Kantis, Hugo D. & Federico, Juan S. & García, Sabrina Ibarra, 2020. "Entrepreneurship policy and systemic conditions: Evidence-based implications and recommendations for emerging countries," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    39. You, Kefei & Dal Bianco, Silvia & Lin, Zhibin & Amankwah-Amoah, Joseph, 2019. "Bridging technology divide to improve business environment: Insights from African nations," Journal of Business Research, Elsevier, vol. 97(C), pages 268-280.
    40. Peneder, Michael, 2003. "Industrial structure and aggregate growth," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 427-448, December.
    41. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    42. Jung, Sungmoon & Lee, Jeong-Dong & Hwang, Won-Sik & Yeo, Yeongjun, 2017. "Growth versus equity: A CGE analysis for effects of factor-biased technical progress on economic growth and employment," Economic Modelling, Elsevier, vol. 60(C), pages 424-438.
    43. Schniederjans, Dara G., 2017. "Adoption of 3D-printing technologies in manufacturing: A survey analysis," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 287-298.
    44. Sohag, Kazi & Taşkın, F. Dilvin & Malik, Muhammad Nasir, 2019. "Green economic growth, cleaner energy and militarization: Evidence from Turkey," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    45. Teixeira, Aurora A.C. & Queirós, Anabela S.S., 2016. "Economic growth, human capital and structural change: A dynamic panel data analysis," Research Policy, Elsevier, vol. 45(8), pages 1636-1648.
    46. Amankwah-Amoah, Joseph & Osabutey, Ellis L.C. & Egbetokun, Abiodun, 2018. "Contemporary challenges and opportunities of doing business in Africa: The emerging roles and effects of technologies," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 171-174.
    47. Datta, Madhusudan, 2019. "Technological progress and sectoral shares in GDP: An analysis with reference to the Indian economy," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 260-269.
    48. Vu, K.M., 2017. "Structural change and economic growth: Empirical evidence and policy insights from Asian economies," Structural Change and Economic Dynamics, Elsevier, vol. 41(C), pages 64-77.
    49. Wang, Fei & Dong, Baomin & Yin, Xiaopeng & An, Chi, 2014. "China's structural change: A new SDA model," Economic Modelling, Elsevier, vol. 43(C), pages 256-266.
    50. Shenggen Fan & Xiaobo Zhang & Sherman Robinson, 2003. "Structural Change and Economic Growth in China," Review of Development Economics, Wiley Blackwell, vol. 7(3), pages 360-377, August.
    51. Proskuryakova, Liliana, 2017. "Energy technology foresight in emerging economies," Technological Forecasting and Social Change, Elsevier, vol. 119(C), pages 205-210.
    52. Yeongjun Yeo & Sungmoon Jung & Kiyoon Shin & Jeong-Dong Lee, 2017. "Growth versus equity: A CGE analysis for macroeconomic policy mix for the sustainable economic growth," EcoMod2017 10412, EcoMod.
    53. Schipper, Lee & Grubb, Michael, 2000. "On the rebound? Feedback between energy intensities and energy uses in IEA countries," Energy Policy, Elsevier, vol. 28(6-7), pages 367-388, June.
    54. Maddison, Angus, 1987. "Growth and Slowdown in Advanced Capitalist Economies: Techniques of Quantitative Assessment," Journal of Economic Literature, American Economic Association, vol. 25(2), pages 649-698, June.
    55. Brambor, Thomas & Clark, William Roberts & Golder, Matt, 2006. "Understanding Interaction Models: Improving Empirical Analyses," Political Analysis, Cambridge University Press, vol. 14(1), pages 63-82, January.
    56. Silva, Graça Miranda & Styles, Chris & Lages, Luis Filipe, 2017. "Breakthrough innovation in international business: The impact of tech-innovation and market-innovation on performance," International Business Review, Elsevier, vol. 26(2), pages 391-404.
    57. Wang, Zhaohua & Feng, Chao, 2015. "Sources of production inefficiency and productivity growth in China: A global data envelopment analysis," Energy Economics, Elsevier, vol. 49(C), pages 380-389.
    58. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    59. Wang, Miao & Feng, Chao, 2020. "The impacts of technological gap and scale economy on the low-carbon development of China's industries: An extended decomposition analysis," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    60. Färe, Rolf & Grosskopf, Shawna, 2010. "Directional distance functions and slacks-based measures of efficiency," European Journal of Operational Research, Elsevier, vol. 200(1), pages 320-322, January.
    61. Chege, Samwel Macharia & Wang, Daoping, 2020. "The influence of technology innovation on SME performance through environmental sustainability practices in Kenya," Technology in Society, Elsevier, vol. 60(C).
    62. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    63. Radosevic, Slavo & Meissner, Dirk & Lacasa, Iciar Dominguez & Günther, Jutta, 2019. "Exploring technology upgrading of emerging economies: From ‘shifting wealth I’ to ‘shifting wealth II’?," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 254-257.
    64. Bataille, Chris & Melton, Noel, 2017. "Energy efficiency and economic growth: A retrospective CGE analysis for Canada from 2002 to 2012," Energy Economics, Elsevier, vol. 64(C), pages 118-130.
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