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Innovation, Energy Consumption and Trade Dynamic: Evidence from Developed and Developing Countries

Author

Listed:
  • Muhammad Asghar

    (Bahauddin Zakariya University Multan)

  • Imran Sharif Chaudhry

    (Bahauddin Zakariya University Multan)

  • Sharafat Ali

    (Government Graduate College Kot Sultan
    Nanjing University of Aeronautics and Astronautics)

Abstract

The study examines and distinguishes the impact of innovation input, innovation output, and energy consumption in two distinct groups of countries classified by the United Nations Development Program (UNDP). It contributes to the literature by taking innovation in disaggregate form as innovation input index and innovation output index instead of a single proxy variable. Innovation input has a higher positive impact in developing countries as compared to developed countries, whereas innovation output has a higher positive impact in developed countries as compared to developing countries. It also validates the findings of the new trade theory of Krugman (NTTK) along with the technology push model of innovation. The findings are based on the system generalized method of moments (GMM) to avoid endogeneity, simultaneity, and short panel data issues. The study re-confirms that innovation spurs exports of goods and services. Energy consumption and foreign direct investment (FDI) have a higher impact on exports in developing countries as compared to developed countries. However, the impact of the real effective exchange rate (REER) is less important for developing countries as compared to developed countries. The study suggests a greater emphasis on innovation input, energy consumption, and FDI by developing countries to catch up with the developed countries.

Suggested Citation

  • Muhammad Asghar & Imran Sharif Chaudhry & Sharafat Ali, 2024. "Innovation, Energy Consumption and Trade Dynamic: Evidence from Developed and Developing Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 4356-4382, March.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01300-1
    DOI: 10.1007/s13132-023-01300-1
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders and Product Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 557-586.
    3. Chi, Junwook, 2018. "Asymmetric effects of exchange rate and income changes on maritime freight flows between Japan and the US," Transport Policy, Elsevier, vol. 69(C), pages 158-169.
    4. László Halpern & Balázs Muraközy, 2012. "Innovation, productivity and exports: the case of Hungary," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(2), pages 151-173, January.
    5. Rubini, Loris, 2014. "Innovation and the trade elasticity," Journal of Monetary Economics, Elsevier, vol. 66(C), pages 32-46.
    6. Mustapha Immurana & Abdul-Aziz Iddrisu & Micheal Kofi Boachie, 2021. "Does taxation on harmful products influence population health? Evidence from Africa using the dynamic panel system GMM approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(3), pages 1091-1103, June.
    7. Cheung, Yin-Wong & Sengupta, Rajeswari, 2013. "Impact of exchange rate movements on exports: An analysis of Indian non-financial sector firms," Journal of International Money and Finance, Elsevier, vol. 39(C), pages 231-245.
    8. Justin Yifu Lin, 2013. "From Flying Geese to Leading Dragons: New Opportunities and Strategies for Structural Transformation in Developing Countries," International Economic Association Series, in: Joseph E. Stiglitz & Justin Lin Yifu & Ebrahim Patel (ed.), The Industrial Policy Revolution II, chapter 1, pages 50-70, Palgrave Macmillan.
    9. Añón Higón, Dolores & Stoneman, Paul, 2011. "Trade in final goods and the impact of innovation," Economics Letters, Elsevier, vol. 110(3), pages 197-199, March.
    10. Katharine Wakelin, 1998. "The role of innovation in bilateral OECD trade performance," Applied Economics, Taylor & Francis Journals, vol. 30(10), pages 1335-1346.
    11. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    12. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    13. Zhang, Mingming & Zhang, Shichang & Lee, Chien-Chiang & Zhou, Dequn, 2021. "Effects of trade openness on renewable energy consumption in OECD countries: New insights from panel smooth transition regression modelling," Energy Economics, Elsevier, vol. 104(C).
    14. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    15. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    16. repec:zbw:bofitp:2013_010 is not listed on IDEAS
    17. Charles I. Jones, 1995. "Time Series Tests of Endogenous Growth Models," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 495-525.
    18. Bahmani-Oskooee, Mohsen & Gelan, Abera, 2018. "Exchange-rate volatility and international trade performance: Evidence from 12 African countries," Economic Analysis and Policy, Elsevier, vol. 58(C), pages 14-21.
    19. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    20. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    21. Ardeni, Pier Giorgio & Wright, Brian, 1992. "The Prebisch-Singer Hypothesis: A Reappraisal Independent of Stationarity Hypotheses," Economic Journal, Royal Economic Society, vol. 102(413), pages 803-812, July.
    22. Raymond Vernon, 1966. "International Investment and International Trade in the Product Cycle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 80(2), pages 190-207.
    23. Grossman, Gene M & Helpman, Elhanan, 1990. "Trade, Innovation, and Growth," American Economic Review, American Economic Association, vol. 80(2), pages 86-91, May.
    24. Sohag, Kazi & Begum, Rawshan Ara & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "Dynamics of energy use, technological innovation, economic growth and trade openness in Malaysia," Energy, Elsevier, vol. 90(P2), pages 1497-1507.
    25. Paul Krugman, 2009. "The Increasing Returns Revolution in Trade and Geography," American Economic Review, American Economic Association, vol. 99(3), pages 561-571, June.
    26. 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.
    27. M. V. Posner, 1961. "International Trade And Technical Change," Oxford Economic Papers, Oxford University Press, vol. 13(3), pages 323-341.
    28. Meihong Dai & Haiyang Liu & Lingtao Lin, 2020. "How innovation impacts firms' export survival: Does export mode matter?," The World Economy, Wiley Blackwell, vol. 43(1), pages 81-113, January.
    29. Gorodnichenko, Yuriy & Svejnar, Jan & Terrell, Katherine, 2020. "Do foreign investment and trade spur innovation?," European Economic Review, Elsevier, vol. 121(C).
    30. Nikoloski, Zlatko & Albala, Sarah & Montero, Andres Madriz & Mossialos, Elias, 2021. "The impact of primary health care and specialist physician supply on amenable mortality in Mexico (2000–2015): Panel data analysis using system-Generalized Method of Moments," Social Science & Medicine, Elsevier, vol. 278(C).
    31. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    32. Lee, Cassey, 2011. "Trade, productivity, and innovation: Firm-level evidence from Malaysian manufacturing," Journal of Asian Economics, Elsevier, vol. 22(4), pages 284-294, August.
    33. DiPietro, William R. & Anoruo, Emmanuel, 2006. "Creativity, innovation, and export performance," Journal of Policy Modeling, Elsevier, vol. 28(2), pages 133-139, February.
    34. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers 09/02, Institute for Fiscal Studies.
    35. Márquez-Ramos, Laura & Martínez-Zarzoso, Inmaculada, 2010. "The effect of technological innovation on international trade," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 4, pages 1-37.
    36. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    37. Greenhalgh, Christine, 1990. "Innovation and Trade Performance in the United Kingdom," Economic Journal, Royal Economic Society, vol. 100(400), pages 105-118, Supplemen.
    38. Pan, Xiongfeng & Uddin, Md. Kamal & Han, Cuicui & Pan, Xianyou, 2019. "Dynamics of financial development, trade openness, technological innovation and energy intensity: Evidence from Bangladesh," Energy, Elsevier, vol. 171(C), pages 456-464.
    39. M. Kirbach & C. Schmiedeberg, 2008. "Innovation And Export Performance: Adjustment And Remaining Differences In East And West German Manufacturing," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(5), pages 435-457.
    40. Fukase, Emiko, 2010. "Revisiting Linkages between Openness, Education and Economic Growth: System GMM Approach," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 25, pages 193-222.
    41. Ben Jebli, Mehdi & Ben Youssef, Slim, 2015. "Output, renewable and non-renewable energy consumption and international trade: Evidence from a panel of 69 countries," Renewable Energy, Elsevier, vol. 83(C), pages 799-808.
    42. Zhicheng Liang, 2006. "Financial Development And Income Distribution: A System Gmm Panel Analysis With Application To Urban China," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 31(2), pages 1-21, December.
    43. 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.
    44. Knut Blind & Andre Jungmittag, 2005. "Trade and the impact of innovations and standards: the case of Germany and the UK," Applied Economics, Taylor & Francis Journals, vol. 37(12), pages 1385-1398.
    45. Jože P. Damijan & Črt Kostevc & Sašo Polanec, 2010. "From Innovation to Exporting or Vice Versa?," The World Economy, Wiley Blackwell, vol. 33(3), pages 374-398, March.
    46. Çoban, Serap & Topcu, Mert, 2013. "The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis," Energy Economics, Elsevier, vol. 39(C), pages 81-88.
    47. Bottega, Ana & Romero, João P., 2021. "Innovation, export performance and trade elasticities across different sectors," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 174-184.
    48. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    49. Steven W. Bradley & Jeffery S. McMullen & Kendall Artz & Edward M. Simiyu, 2012. "Capital Is Not Enough: Innovation in Developing Economies," Journal of Management Studies, Wiley Blackwell, vol. 49(4), pages 684-717, June.
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