IDEAS home Printed from https://ideas.repec.org/a/sae/enejou/v45y2024i5p167-189.html

Innovation and Spillover Effects of Energy Demand Shocks in Belt and Road Economies

Author

Listed:
  • King Yoong Lim
  • Diego Morris

Abstract

The induced innovation hypothesis, initially proposed by Sir John Hicks, posits that as the cost of energy rises compared to other input factors, firms are motivated to engage in innovative practices to counteract the increased expenses related to energy consumption. This innovation can manifest through the development and implementation of technologies, processes, or methodologies that enhance energy efficiency or diminish overall energy dependency. In this study, we empirically examine and validate this hypothesis. By theoretically modeling how innovation responds to elevated energy costs, we exploit China’s substantial surge in energy demand as an external shock to global demand, to empirically test the predictions associated with our theoretical framework. We test these predictions using firm level data in Belt and Road Initiative (BRI) countries. Our findings strongly support the induced innovation hypothesis, revealing that, on average, a 1 percent rise in the relative cost of energy corresponds to a 2.1 to 5.1 percent increase in the likelihood of innovation in energy-exporting countries and a 0.5 to 3.6 percent increase in non-energy-exporting countries. These results are robust to various methodological variations and data restriction exercises. JEL Classification: D22, D24, O13, O14

Suggested Citation

  • King Yoong Lim & Diego Morris, 2024. "Innovation and Spillover Effects of Energy Demand Shocks in Belt and Road Economies," The Energy Journal, , vol. 45(5), pages 167-189, September.
  • Handle: RePEc:sae:enejou:v:45:y:2024:i:5:p:167-189
    DOI: 10.1177/01956574241266969
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/01956574241266969
    Download Restriction: no

    File URL: https://libkey.io/10.1177/01956574241266969?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. repec:aen:journl:2010v31-01-a09 is not listed on IDEAS
    2. 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.
    3. Hallak, Juan Carlos & Sivadasan, Jagadeesh, 2013. "Product and process productivity: Implications for quality choice and conditional exporter premia," Journal of International Economics, Elsevier, vol. 91(1), pages 53-67.
    4. Triguero, Angela & Moreno-Mondéjar, Lourdes & Davia, María A., 2014. "The influence of energy prices on adoption of clean technologies and recycling: Evidence from European SMEs," Energy Economics, Elsevier, vol. 46(C), pages 246-257.
    5. Nick Johnstone & Ivan Haščič & David Popp, 2017. "Erratum to: Renewable Energy Policies and Technological Innovation: Evidence Based on Patent Counts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(2), pages 441-444, October.
    6. Fang, Zheng & Chen, Yang, 2017. "Human capital and energy in economic growth – Evidence from Chinese provincial data," Energy Economics, Elsevier, vol. 68(C), pages 340-358.
    7. Bruce Tether, 2005. "Do Services Innovate (Differently)? Insights from the European Innobarometer Survey," Industry and Innovation, Taylor & Francis Journals, vol. 12(2), pages 153-184.
    8. Frank Crowley & Philip McCann, 2018. "Firm innovation and productivity in Europe: evidence from innovation-driven and transition-driven economies," Applied Economics, Taylor & Francis Journals, vol. 50(11), pages 1203-1221, March.
    9. Ludovic Gauvin & Cyril C. Rebillard, 2018. "Towards recoupling? Assessing the global impact of a Chinese hard landing through trade and commodity price channels," The World Economy, Wiley Blackwell, vol. 41(12), pages 3379-3415, December.
    10. Andrés Zahler & Leonardo Iacovone & Aaditya Mattoo, 2014. "Trade and Innovation in Services: Evidence from a Developing Economy," The World Economy, Wiley Blackwell, vol. 37(7), pages 953-979, July.
    11. David H. Autor & David Dorn & Gordon H. Hanson, 2016. "The China Shock: Learning from Labor-Market Adjustment to Large Changes in Trade," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 205-240, October.
    12. Lauren A. Johnston, 2019. "The Belt and Road Initiative: What is in it for China?," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 6(1), pages 40-58, January.
    13. Lim, King Yoong & Morris, Diego, 2022. "Thresholds in natural resource rents and state owned enterprise profitability: Cross country evidence," Energy Economics, Elsevier, vol. 106(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Abdulla, Eman & Lim, King Yoong & Morris, Diego & Saliba, Faten, 2025. "Climate change and innovation: Exploring the mediating role of gender equality at the firm level," Energy Economics, Elsevier, vol. 148(C).
    2. Eid, Ashraf Galal & Belaïd, Fateh & Temimi, Akrem, 2025. "National innovation capacity and the drivers of energy efficiency R&D in the OECD," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 83-98.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Collins, Alan & Morris, Diego & Wattanadumrong, Bhagaporn, 2025. "Rising energy costs and heterogeneous innovation outcomes in Thailand," Energy Economics, Elsevier, vol. 145(C).
    2. Morris, Diego M., 2018. "Innovation and productivity among heterogeneous firms," Research Policy, Elsevier, vol. 47(10), pages 1918-1932.
    3. Wendler, Tobias & Töbelmann, Daniel & Günther, Jutta, 2021. "Natural resources and technology - on the mitigating effect of green tech," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242416, Verein für Socialpolitik / German Economic Association.
    4. Ftiti, Zied & Awijen, Haithem & Ben Ameur, Hachmi & Louhichi, Wael, 2025. "Understanding the drivers of energy capacity transitions: New evidence from a dual approach," Energy Economics, Elsevier, vol. 141(C).
    5. Tobias Wendler, 2019. "About the Relationship Between Green Technology and Material Usage," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(3), pages 1383-1423, November.
    6. Yang, Zhenbing & Hao, Chunyan & Shao, Shuai & Chen, Zhuo & Yang, Lili, 2022. "Appropriate technology and energy security: From the perspective of biased technological change," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    7. Lin, Boqiang & Ma, Ruiyang, 2022. "Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    8. Nunes, Inês Carrilho & Catalão-Lopes, Margarida, 2020. "The impact of oil shocks on innovation for alternative sources of energy: Is there an asymmetric response when oil prices go up or down?," Journal of Commodity Markets, Elsevier, vol. 19(C).
    9. Philip Kerner & Torben Klarl & Tobias Wendler, 2021. "Green Technologies, Environmental Policy and Regional Growth," Bremen Papers on Economics & Innovation 2104, University of Bremen, Faculty of Business Studies and Economics.
    10. Bruns, Stephan B. & Kalthaus, Martin, 2020. "Flexibility in the selection of patent counts: Implications for p-hacking and evidence-based policymaking," Research Policy, Elsevier, vol. 49(1).
    11. Behera, Puspanjali & Sethi, Litu & Sethi, Narayan, 2024. "Balancing India's energy trilemma: Assessing the role of renewable energy and green technology innovation for sustainable development," Energy, Elsevier, vol. 308(C).
    12. Vasconcelos-Garcia, Madalena & Carrilho-Nunes, Inês, 2024. "Internationalisation and digitalisation as drivers for eco-innovation in the European Union," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 245-256.
    13. Pan, Xiuzhen & Wei, Zixiang & Han, Botang & Shahbaz, Muhammad, 2021. "The heterogeneous impacts of interregional green technology spillover on energy intensity in China," Energy Economics, Elsevier, vol. 96(C).
    14. Li, Yanbai & Wu, Fenglan, 2025. "China's demand shock in world commodity markets: do resource windfalls lead to economic growth?," Economic Modelling, Elsevier, vol. 151(C).
    15. Grzegorz Mentel & Anna Lewandowska & Justyna Berniak-Woźny & Waldemar Tarczyński, 2023. "Green and Renewable Energy Innovations: A Comprehensive Bibliometric Analysis," Energies, MDPI, vol. 16(3), pages 1-21, February.
    16. Tobias Wendler & Daniel Töbelmann & Jutta Günther, 2019. "Natural resources and technology - on the mitigating effect of green tech," Bremen Papers on Economics & Innovation 1905, University of Bremen, Faculty of Business Studies and Economics.
    17. Huangfu, Jianhua & Wei, Weixian & Yu, Lei & Li, Guoliang, 2025. "The impact of environmental policy stringency and oil prices on innovation: Evidence from the new energy vehicle industry in China," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 979-996.
    18. Choi, Pak-Sing & Espínola-Arredondo, Ana & Muñoz-García, Félix & Diaz-Farina, Eugenio, 2025. "How are patent decisions affected by environmental regulation?," Energy Economics, Elsevier, vol. 152(C).
    19. Sun, Huaping & Edziah, Bless Kofi & Kporsu, Anthony Kwaku & Sarkodie, Samuel Asumadu & Taghizadeh-Hesary, Farhad, 2021. "Energy efficiency: The role of technological innovation and knowledge spillover," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    20. Alessandro Marra & Emiliano Colantonio & Marco Cucculelli, 2025. "Catalyzing solar and wind technology exports: the «Flywheel Effect» of demand-side factors," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(2), pages 415-449, June.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:enejou:v:45:y:2024:i:5:p:167-189. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.