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The Impact of Technological Innovation on Energy Consumption in OECD Economies: the role of Outward Foreign Direct Investment and International Trade Openness

Author

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  • Osarumwense Osabuohien-Irabor

    (Ural Federal University, School of Economics, Department of International Economics, 19 Mira Street, Yekaterinburg, Sverdlovsk Oblast, Russia.)

  • Igor Mikhailovich Drapkin

    (Ural Federal University, School of Economics, Department of International Economics, 19 Mira Street, Yekaterinburg, Sverdlovsk Oblast, Russia)

Abstract

Over the last few years, empirical evidence has revealed that technological innovation plays a significant impact in reducing energy consumption and mitigation of carbon emission. But to achieve technological progress toward energy consumption sustainability, depend on several other factors. To this end, this study examines the role of outward foreign direct investment and international trade openness in innovation-energy nexus for 24 OECD countries for the period 1996-2015. To address econometric issues such as cross-sectional dependence, endogeneity, heterogeneity in the panel estimation process, this study employs the Cross-Sectionally Augmented autoregressive Distributed Lags (CS-ARDL), Augmented Mean Group estimator (AMG), and the System Generalized Methods of Moments (SYS-GMM) techniques. Finding reveals that the moderating effects of outward FDI and trade openness in the indirect relationship between technological innovation and energy demand exhibits an inverted U-shape curve. Specifically, this study finds that the impact of technological innovation on energy consumption via reverse technology spillover effect from outward FDI reinforces OECD countries toward energy-saving environmental sustainability both in the short-run and long-run. Furthermore, the joint impact of technological innovation and trade openness on energy demand is negative and statistically significant in the short and long run. This strengthens the efficiency of technologically innovative capabilities of OECD countries to effectively reduce energy consumption. These results are robust to different specifications and consistent across the various estimators, with sets of policy implication discussed.

Suggested Citation

  • Osarumwense Osabuohien-Irabor & Igor Mikhailovich Drapkin, 2022. "The Impact of Technological Innovation on Energy Consumption in OECD Economies: the role of Outward Foreign Direct Investment and International Trade Openness," International Journal of Energy Economics and Policy, Econjournals, vol. 12(4), pages 317-333, July.
    • Handle: RePEc:eco:journ2:2022-04-34
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    as
    1. Caselli, Francesco & Wilson, Daniel J., 2004. "Importing technology," Journal of Monetary Economics, Elsevier, vol. 51(1), pages 1-32, January.
    2. J. Daniel Khazzoom, 1987. "Energy Saving Resulting from the Adoption of More Efficient Appliances," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 85-89.
    3. Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2012. "A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model," Journal of Econometrics, Elsevier, vol. 170(1), pages 164-177.
    4. Wong, Siang Leng & Chang, Youngho & Chia, Wai-Mun, 2013. "Energy consumption, energy R&D and real GDP in OECD countries with and without oil reserves," Energy Economics, Elsevier, vol. 40(C), pages 51-60.
    5. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    6. Uddin, Md. Kamal & Pan, Xiongfeng & Saima, Umme & Zhang, Chengming, 2022. "Influence of financial development on energy intensity subject to technological innovation: Evidence from panel threshold regression," Energy, Elsevier, vol. 239(PD).
    7. Gonçalves, Eduardo & Gonçalves Taveira, Juliana & Labrador, Adalberto & Pio, João Gabriel, 2021. "Is trade openness a carrier of knowledge spillovers for developed and developing countries?," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 66-75.
    8. 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.
    9. Apergis, Nicholas & Tang, Chor Foon, 2013. "Is the energy-led growth hypothesis valid? New evidence from a sample of 85 countries," Energy Economics, Elsevier, vol. 38(C), pages 24-31.
    10. Dmitriy Grushevenko & Ekaterina Grushevenko & Vyacheslav Kulagin, 2018. "Energy Consumption of the Russian Road Transportation Sector: Prospects for Inter-Fuel Competition in Terms of Technological Innovation," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 12(4), pages 35-44.
    11. Kong, Qunxi & Peng, Dan & Ni, Yehui & Jiang, Xinyue & Wang, Ziqi, 2021. "Trade openness and economic growth quality of China: Empirical analysis using ARDL model," Finance Research Letters, Elsevier, vol. 38(C).
    12. Yao, Yao & Ivanovski, Kris & Inekwe, John & Smyth, Russell, 2019. "Human capital and energy consumption: Evidence from OECD countries," Energy Economics, Elsevier, vol. 84(C).
    13. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    14. Lin, Boqiang & Chen, Xing, 2020. "How technological progress affects input substitution and energy efficiency in China: A case of the non-ferrous metals industry," Energy, Elsevier, vol. 206(C).
    15. 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.
    16. Belke, Ansgar & Dobnik, Frauke & Dreger, Christian, 2011. "Energy consumption and economic growth: New insights into the cointegration relationship," Energy Economics, Elsevier, vol. 33(5), pages 782-789, September.
    17. Donald W. K. Andrews, 2005. "Cross-Section Regression with Common Shocks," Econometrica, Econometric Society, vol. 73(5), pages 1551-1585, September.
    18. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    19. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    20. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    21. Wen, Jun & Okolo, Chukwuemeka Valentine & Ugwuoke, Ifeanyi Celestine & Kolani, Kibir, 2022. "Research on influencing factors of renewable energy, energy efficiency, on technological innovation. Does trade, investment and human capital development matter?," Energy Policy, Elsevier, vol. 160(C).
    22. Ren, Siyu & Hao, Yu & Wu, Haitao, 2022. "The role of outward foreign direct investment (OFDI) on green total factor energy efficiency: Does institutional quality matters? Evidence from China," Resources Policy, Elsevier, vol. 76(C).
    23. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    24. Sadorsky, Perry, 2012. "Energy consumption, output and trade in South America," Energy Economics, Elsevier, vol. 34(2), pages 476-488.
    25. Tiago Lopes Afonso & António Cardoso Marques & José Alberto Fuinhas, 2021. "Does energy efficiency and trade openness matter for energy transition? Empirical evidence for countries in the Organization for Economic Co-operation and Development," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(9), pages 13569-13589, September.
    26. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    27. Zeren, Feyyaz & Akkuş, Hilmi Tunahan, 2020. "The relationship between renewable energy consumption and trade openness: New evidence from emerging economies," Renewable Energy, Elsevier, vol. 147(P1), pages 322-329.
    28. Paramati, Sudharshan Reddy & Mo, Di & Huang, Ruixian, 2021. "The role of financial deepening and green technology on carbon emissions: Evidence from major OECD economies," Finance Research Letters, Elsevier, vol. 41(C).
    29. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    30. Gozgor, Giray & Lau, Chi Keung Marco & Lu, Zhou, 2018. "Energy consumption and economic growth: New evidence from the OECD countries," Energy, Elsevier, vol. 153(C), pages 27-34.
    31. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    32. 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.
    33. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    34. Bagheri, Mahshid & Mitchelmore, Siwan & Bamiatzi, Vassiliki & Nikolopoulos, Konstantinos, 2019. "Internationalization Orientation in SMEs: The Mediating Role of Technological Innovation," Journal of International Management, Elsevier, vol. 25(1), pages 121-139.
    35. Wolfgang Keller & Stephen R. Yeaple, 2009. "Multinational Enterprises, International Trade, and Productivity Growth: Firm-Level Evidence from the United States," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 821-831, November.
    36. Shahbaz, Muhammad & Nasreen, Samia & Ling, Chong Hui & Sbia, Rashid, 2014. "Causality between trade openness and energy consumption: What causes what in high, middle and low income countries," Energy Policy, Elsevier, vol. 70(C), pages 126-143.
    37. Pan, Xiongfeng & Ai, Bowei & Li, Changyu & Pan, Xianyou & Yan, Yaobo, 2019. "Dynamic relationship among environmental regulation, technological innovation and energy efficiency based on large scale provincial panel data in China," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 428-435.
    38. Sinha, Avik & Sengupta, Tuhin & Alvarado, Rafael, 2020. "Interplay between Technological Innovation and Environmental Quality: Formulating the SDG Policies for Next 11 Economies," MPRA Paper 104247, University Library of Munich, Germany, revised 2020.
    39. Ladu, Maria Gabriela & Meleddu, Marta, 2014. "Is there any relationship between energy and TFP (total factor productivity)? A panel cointegration approach for Italian regions," Energy, Elsevier, vol. 75(C), pages 560-567.
    40. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    41. Li, Jian & Strange, Roger & Ning, Lutao & Sutherland, Dylan, 2016. "Outward foreign direct investment and domestic innovation performance: Evidence from China," International Business Review, Elsevier, vol. 25(5), pages 1010-1019.
    42. Paramati, Sudharshan Reddy & Apergis, Nicholas & Ummalla, Mallesh, 2017. "Financing clean energy projects through domestic and foreign capital: The role of political cooperation among the EU, the G20 and OECD countries," Energy Economics, Elsevier, vol. 61(C), pages 62-71.
    43. Markus Eberhardt, 2012. "Estimating panel time-series models with heterogeneous slopes," Stata Journal, StataCorp LP, vol. 12(1), pages 61-71, March.
    44. Bu, Maoliang & Li, Shuang & Jiang, Lei, 2019. "Foreign direct investment and energy intensity in China: Firm-level evidence," Energy Economics, Elsevier, vol. 80(C), pages 366-376.
    45. Cole, Matthew A. & Elliott, Robert J.R. & Strobl, Eric, 2008. "The environmental performance of firms: The role of foreign ownership, training, and experience," Ecological Economics, Elsevier, vol. 65(3), pages 538-546, April.
    46. Li, Yiming & Solaymani, Saeed, 2021. "Energy consumption, technology innovation and economic growth nexuses in Malaysian," Energy, Elsevier, vol. 232(C).
    47. Guang, Fengtao & He, Yongxiu & Wen, Le & Sharp, Basil, 2019. "Energy intensity and its differences across China’s regions: Combining econometric and decomposition analysis," Energy, Elsevier, vol. 180(C), pages 989-1000.
    48. Alam, Md. Mahmudul & Murad, Md. Wahid, 2020. "The impacts of economic growth, trade openness and technological progress on renewable energy use in organization for economic co-operation and development countries," Renewable Energy, Elsevier, vol. 145(C), pages 382-390.
    49. Wang, Qiang & Wang, Lili, 2020. "Renewable energy consumption and economic growth in OECD countries: A nonlinear panel data analysis," Energy, Elsevier, vol. 207(C).
    50. Ayoub Zeraibi & Daniel Balsalobre-Lorente & Khurram Shehzad, 2020. "Examining the Asymmetric Nexus between Energy Consumption, Technological Innovation, and Economic Growth; Does Energy Consumption and Technology Boost Economic Development?," Sustainability, MDPI, vol. 12(21), pages 1-17, October.
    51. Mutascu, Mihai, 2018. "A time-frequency analysis of trade openness and CO2 emissions in France," Energy Policy, Elsevier, vol. 115(C), pages 443-455.
    52. Ertugrul, Hasan Murat & Çetin, Murat & Şeker, Fahri & Dogan, Eyüp, 2015. "The impact of trade openness on global carbon dioxide emissions: Evidence from the top ten emitters among developing countries," MPRA Paper 97539, University Library of Munich, Germany, revised 10 Mar 2016.
    53. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    54. Lee, Lung-Fei, 2002. "Consistency And Efficiency Of Least Squares Estimation For Mixed Regressive, Spatial Autoregressive Models," Econometric Theory, Cambridge University Press, vol. 18(2), pages 252-277, April.
    55. Mahmood, Ahmad & Zahoor, Ahmed & Xiyue, Yang & Nazim, Hussain & Sinha, Avik, 2021. "Financial development and environmental degradation: Do human capital and institutional quality make a difference?," MPRA Paper 110039, University Library of Munich, Germany, revised 2021.
    56. Muhammad Shahbaz & Rashid Sbia & Helmi Hamdi & Ilhan Ozturk, 2014. "Economic growth, electricity consumption, urbanization and environmental degradation relationship in United Arab Emirates," Post-Print halshs-01902764, HAL.
    57. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris, 2021. "R&D expenditure and energy consumption in OECD nations," Energy Economics, Elsevier, vol. 100(C).
    58. Chiu, Yi-Bin & Lee, Chien-Chiang, 2020. "Effects of financial development on energy consumption: The role of country risks," Energy Economics, Elsevier, vol. 90(C).
    59. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    60. Pan, Xiongfeng & Li, Mengna & Wang, Mengyang & Chu, Junhui & Bo, Hongguang, 2020. "The effects of outward foreign direct investment and reverse technology spillover on China's carbon productivity," Energy Policy, Elsevier, vol. 145(C).
    61. Sam Aflaki & Syed Abul Basher & Andrea Masini, 2015. "Does Economic Growth Matter? Technology-Push, Demand-Pull and Endogenous Drivers of Innovation in the Renewable Energy Industry," Working Papers hal-02011423, HAL.
    62. Mikhail Nikolaevich Dudin & Nikolai Vasil evich Lyasnikov & Vladimir Dmitrievich Sekerin & Anna Evgen evna Gorokhova & Tamara Petrovna Danko & Olga Anatol evna Bank, 2017. "Technological Changes as the Development Factor of the Global and Russian Energy Sector," International Journal of Energy Economics and Policy, Econjournals, vol. 7(1), pages 209-215.
    63. Wurlod, Jules-Daniel & Noailly, Joëlle, 2018. "The impact of green innovation on energy intensity: An empirical analysis for 14 industrial sectors in OECD countries," Energy Economics, Elsevier, vol. 71(C), pages 47-61.
    64. Blalock, Garrick & Gertler, Paul J., 2008. "Welfare gains from Foreign Direct Investment through technology transfer to local suppliers," Journal of International Economics, Elsevier, vol. 74(2), pages 402-421, March.
    65. Peter C. B. Phillips & Donggyu Sul, 2003. "Dynamic panel estimation and homogeneity testing under cross section dependence *," Econometrics Journal, Royal Economic Society, vol. 6(1), pages 217-259, June.
    66. Koengkan, Matheus, 2018. "The positive impact of trade openness on consumption of energy: Fresh evidence from Andean community countries," Energy, Elsevier, vol. 158(C), pages 936-943.
    67. Alvarez-Herranz, Agustin & Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Cantos, José María, 2017. "Energy innovation and renewable energy consumption in the correction of air pollution levels," Energy Policy, Elsevier, vol. 105(C), pages 386-397.
    68. Popp, David, 2005. "Lessons from patents: Using patents to measure technological change in environmental models," Ecological Economics, Elsevier, vol. 54(2-3), pages 209-226, August.
    69. Brookes, L. G., 1992. "Energy efficiency and economic fallacies: a reply," Energy Policy, Elsevier, vol. 20(5), pages 390-392, May.
    70. Narayan, Paresh Kumar & Narayan, Seema, 2010. "Carbon dioxide emissions and economic growth: Panel data evidence from developing countries," Energy Policy, Elsevier, vol. 38(1), pages 661-666, January.
    71. Mielnik, Otavio & Goldemberg, Jose, 2002. "Foreign direct investment and decoupling between energy and gross domestic product in developing countries," Energy Policy, Elsevier, vol. 30(2), pages 87-89, January.
    72. Chao-Wu Chou & Wen-Chih Liao & Simon Wu & Hui-Ming Wee, 2015. "The Role of Technical Innovation and Sustainability on Energy Consumption: A Case Study on the Taiwanese Automobile Industry," Energies, MDPI, vol. 8(7), pages 1-14, June.
    73. Sharma, Rajesh & Shahbaz, Muhammad & Kautish, Pradeep & Vo, Xuan Vinh, 2021. "Analyzing the impact of export diversification and technological innovation on renewable energy consumption: Evidences from BRICS nations," Renewable Energy, Elsevier, vol. 178(C), pages 1034-1045.
    74. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    75. Tiba, Sofien & Frikha, Mohamed, 2018. "Income, trade openness and energy interactions: Evidence from simultaneous equation modeling," Energy, Elsevier, vol. 147(C), pages 799-811.
    76. Murad, Wahid & Alam, Md. Mahmudul & Noman, Abu Hanifa Md. & OZTURK, Ilhan, 2019. "Dynamics Of Technological Innovation, Energy Consumption, Energy Price And Economic Growth In Denmark," SocArXiv 4m27y, Center for Open Science.
    77. Dong, Zhixiao & Miao, Zhuang & Zhang, Yan, 2021. "The impact of China’s outward foreign direct investment on domestic innovation," Journal of Asian Economics, Elsevier, vol. 75(C).
    78. Xing Zhou & Quan Guo & Ming Zhang, 2021. "Impacts of OFDI on Host Country Energy Consumption and Home Country Energy Efficiency Based on a Belt and Road Perspective," Energies, MDPI, vol. 14(21), pages 1-25, November.
    79. 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.
    80. Cole, Matthew A., 2006. "Does trade liberalization increase national energy use?," Economics Letters, Elsevier, vol. 92(1), pages 108-112, July.
    81. Nasreen, Samia & Anwar, Sofia, 2014. "Causal relationship between trade openness, economic growth and energy consumption: A panel data analysis of Asian countries," Energy Policy, Elsevier, vol. 69(C), pages 82-91.
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    Cited by:

    1. Hunjra, Ahmed Imran & Bouri, Elie & Azam, Muhammad & Azam, Rauf I & Dai, Jiapeng, 2024. "Economic growth and environmental sustainability in developing economies," Research in International Business and Finance, Elsevier, vol. 70(PA).
    2. Osarumwense Osabuohien-Irabor & Igor Mikhailovich Drapkin, 2024. "The spillover effects of outward FDI on environmental sustainability in developing countries: exploring the channels of home country institutions and human capital," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 20597-20627, August.
    3. Ranti Darwin & Dyah Wulan Sari & Unggul Heriqbaldi, 2022. "Dynamic Linkages between Energy Consumption, Foreign Direct Investment, and Economic Growth: A New Insight from Developing Countries in Asia," International Journal of Energy Economics and Policy, Econjournals, vol. 12(6), pages 30-36, November.
    4. Muhammad Asif & Jian-Qiao Li & Muhammad Azam Zia & Muhammad Hashim & Uzair Aslam Bhatti & Mughair Aslam Bhatti & Ahmad Hasnain, 2024. "Environmental Sustainability in BRICS Economies: The Nexus of Technology Innovation, Economic Growth, Financial Development, and Renewable Energy Consumption," Sustainability, MDPI, vol. 16(16), pages 1-29, August.
    5. Osabuohien-Irabor Osarumwense & Drapkin Igor M., 2023. "Global Outward Foreign Direct Investment and Economic Growth Across Income Groups: The Mediating Effect of Home Country Institutions," SAGE Open, , vol. 13(2), pages 21582440231, April.

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    Keywords

    Energy consumption; Outward FDI; Trade openness; CS-ARDL; technology Innovation; OECD;
    All these keywords.

    JEL classification:

    • F18 - International Economics - - Trade - - - Trade and Environment
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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