IDEAS home Printed from https://ideas.repec.org/a/eee/enepol/v186y2024ics0301421524000119.html
   My bibliography  Save this article

Relatedness, digital economy and renewable energy product evolution—based on product space perspective

Author

Listed:
  • Luo, Jiahui
  • Dong, Jingrong
  • Tan, Zhixiong
  • Zhang, Haitao
  • Zhang, Wenqing

Abstract

Renewable energy products refer to equipment, ancillary components, and related materials used to contribute to the production and utilization of renewable energy. By using the product space theory, this paper explores the path-dependent characteristics in national renewable energy product diversification and focuses on whether the digital economy entails countries to further break path-dependent trajectories for path creation. The results indicate that renewable energy product evolution is path-dependent, and countries tend to branch out into products related to their original production structure to develop into new renewable energy products. Moreover, the digital economy reduces the impact of correlation on product evolution to lead to path creation in national renewable energy products. In addition, solar products are more affected by the digital economy than other renewable energy sources, and the path-creating effects of the digital economy are more pronounced in countries with a weak productive capacity. The study provides an effective reference for countries on how to break the constraints of production capacity of renewable energy products and contributes to promoting the synergies between digitalization and green low-carbon transition.

Suggested Citation

  • Luo, Jiahui & Dong, Jingrong & Tan, Zhixiong & Zhang, Haitao & Zhang, Wenqing, 2024. "Relatedness, digital economy and renewable energy product evolution—based on product space perspective," Energy Policy, Elsevier, vol. 186(C).
  • Handle: RePEc:eee:enepol:v:186:y:2024:i:c:s0301421524000119
    DOI: 10.1016/j.enpol.2024.113991
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301421524000119
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.enpol.2024.113991?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lin, Boqiang & Omoju, Oluwasola E., 2017. "Focusing on the right targets: Economic factors driving non-hydro renewable energy transition," Renewable Energy, Elsevier, vol. 113(C), pages 52-63.
    2. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    3. Rehman, Shafique Ur & Giordino, Daniele & Zhang, Qingyu & Alam, Gazi Mahabubul, 2023. "Twin transitions & industry 4.0: Unpacking the relationship between digital and green factors to determine green competitive advantage," Technology in Society, Elsevier, vol. 73(C).
    4. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    5. Luo, Kang & Liu, Yaobin & Chen, Pei-Fen & Zeng, Mingli, 2022. "Assessing the impact of digital economy on green development efficiency in the Yangtze River Economic Belt," Energy Economics, Elsevier, vol. 112(C).
    6. Barbieri, Nicolò & Marzucchi, Alberto & Rizzo, Ugo, 2020. "Knowledge sources and impacts on subsequent inventions: Do green technologies differ from non-green ones?," Research Policy, Elsevier, vol. 49(2).
    7. Ron Boschma & Asier Minondo & Mikel Navarro, 2013. "The Emergence of New Industries at the Regional Level in S pain: A Proximity Approach Based on Product Relatedness," Economic Geography, Taylor & Francis Journals, vol. 89(1), pages 29-51, January.
    8. Sandro Montresor & Francesco Quatraro, 2020. "Green technologies and Smart Specialisation Strategies: a European patent-based analysis of the intertwining of technological relatedness and key enabling technologies," Regional Studies, Taylor & Francis Journals, vol. 54(10), pages 1354-1365, October.
    9. Nick Johnstone & Ivan Haščič & David Popp, 2010. "Renewable Energy Policies and Technological Innovation: Evidence Based on Patent Counts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(1), pages 133-155, January.
    10. 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.
    11. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, July.
    12. Kolja Hesse & Dirk Fornahl, 2020. "Essential ingredients for radical innovations? The role of (un‐)related variety and external linkages in Germany," Papers in Regional Science, Wiley Blackwell, vol. 99(5), pages 1165-1183, October.
    13. Pan, Wenrong & Xie, Tao & Wang, Zhuwang & Ma, Lisha, 2022. "Digital economy: An innovation driver for total factor productivity," Journal of Business Research, Elsevier, vol. 139(C), pages 303-311.
    14. Romero, João P. & Gramkow, Camila, 2021. "Economic complexity and greenhouse gas emissions," World Development, Elsevier, vol. 139(C).
    15. Ascani, Andrea & Bettarelli, Luca & Resmini, Laura & Balland, Pierre-Alexandre, 2020. "Global networks, local specialisation and regional patterns of innovation," Research Policy, Elsevier, vol. 49(8).
    16. Pierre-Alexandre Balland & Ron Boschma, 2021. "Complementary interregional linkages and Smart Specialisation: an empirical study on European regions," Regional Studies, Taylor & Francis Journals, vol. 55(6), pages 1059-1070, June.
    17. Simona Bigerna & Maria Chiara D’Errico & Paolo Polinori, 2022. "Sustainable Power Generation in Europe: A Panel Data Analysis of the Effects of Market and Environmental Regulations," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(2), pages 445-479, October.
    18. Sadorsky, Perry, 2009. "Renewable energy consumption, CO2 emissions and oil prices in the G7 countries," Energy Economics, Elsevier, vol. 31(3), pages 456-462, May.
    19. Gang He & Jiang Lin & Froylan Sifuentes & Xu Liu & Nikit Abhyankar & Amol Phadke, 2020. "Rapid cost decrease of renewables and storage accelerates the decarbonization of China’s power system," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
    20. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    21. Liu, Wenfeng & Zhang, Xingping & Feng, Sida, 2019. "Does renewable energy policy work? Evidence from a panel data analysis," Renewable Energy, Elsevier, vol. 135(C), pages 635-642.
    22. Shengjun Zhu & Canfei He & Yi Zhou, 2017. "How to jump further and catch up? Path-breaking in an uneven industry space," Journal of Economic Geography, Oxford University Press, vol. 17(3), pages 521-545.
    23. Sam Tavassoli & Nunzia Carbonara, 2014. "The role of knowledge variety and intensity for regional innovation," Small Business Economics, Springer, vol. 43(2), pages 493-509, August.
    24. Deyu Li & Gaston Heimeriks & Floor Alkemade, 2020. "The emergence of renewable energy technologies at country level: relatedness, international knowledge spillovers and domestic energy markets," Industry and Innovation, Taylor & Francis Journals, vol. 27(9), pages 991-1013, October.
    25. Ron Boschma & Carlo Gianelle, 2014. "Regional Branching and Smart Specialisation Policy," JRC Research Reports JRC88242, Joint Research Centre.
    26. Wang, Yong-hua & Luo, Guo-liang & Guo, Yi-wei, 2014. "Why is there overcapacity in China's PV industry in its early growth stage?," Renewable Energy, Elsevier, vol. 72(C), pages 188-194.
    27. Balsalobre-Lorente, Daniel & Ibáñez-Luzón, Lucia & Usman, Muhammad & Shahbaz, Muhammad, 2022. "The environmental Kuznets curve, based on the economic complexity, and the pollution haven hypothesis in PIIGS countries," Renewable Energy, Elsevier, vol. 185(C), pages 1441-1455.
    28. Viktor Stojkoski & Philipp Koch & Cesar A. Hidalgo, 2022. "The Role of Immigrants, Emigrants, and Locals in the Historical Formation of Knowledge Agglomerations," Papers in Evolutionary Economic Geography (PEEG) 2231, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2022.
    29. Wang, Lianghu & Shao, Jun, 2023. "Digital economy, entrepreneurship and energy efficiency," Energy, Elsevier, vol. 269(C).
    30. Mark Huberty & Georg Zachmann, 2011. "Green exports and the global product space- Prospects for EU industrial policy," Working Papers 556, Bruegel.
    31. Lewis, Joanna I. & Wiser, Ryan H., 2007. "Fostering a renewable energy technology industry: An international comparison of wind industry policy support mechanisms," Energy Policy, Elsevier, vol. 35(3), pages 1844-1857, March.
    32. Rune Dahl Fitjar & Andrés Rodríguez-Pose, 2014. "When local interaction does not suffice: sources of firm innovation in urban Norway," Chapters, in: André Torre & Frédéric Wallet (ed.), Regional Development and Proximity Relations, chapter 5, pages 195-222, Edward Elgar Publishing.
    33. El-Kassar, Abdul-Nasser & Singh, Sanjay Kumar, 2019. "Green innovation and organizational performance: The influence of big data and the moderating role of management commitment and HR practices," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 483-498.
    34. Boschma, Ron & Capone, Gianluca, 2015. "Institutions and diversification: Related versus unrelated diversification in a varieties of capitalism framework," Research Policy, Elsevier, vol. 44(10), pages 1902-1914.
    35. Tang, Xinmeng & Zhou, Xiaoguang, 2023. "Impact of green finance on renewable energy development: A spatiotemporal consistency perspective," Renewable Energy, Elsevier, vol. 204(C), pages 320-337.
    36. Ron Boschma & Gianluca Capone, 2016. "Relatedness and diversification in the European Union (EU-27) and European Neighbourhood Policy countries," Environment and Planning C, , vol. 34(4), pages 617-637, June.
    37. De Noni, Ivan & Orsi, Luigi & Belussi, Fiorenza, 2018. "The role of collaborative networks in supporting the innovation performances of lagging-behind European regions," Research Policy, Elsevier, vol. 47(1), pages 1-13.
    38. Zhihui Leng & Jing Shuai & Fubin Huang & Zihan Wang & Chuanmin Shuai, 2019. "Comparative advantages of China’s wind energy products: a Belt-and-Road perspective," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(3), pages 1459-1478, May.
    39. Rogge, Karoline S. & Schleich, Joachim, 2018. "Do policy mix characteristics matter for low-carbon innovation? A survey-based exploration of renewable power generation technologies in Germany," Research Policy, Elsevier, vol. 47(9), pages 1639-1654.
    40. Tao Kong & RenJi Sun & Guanglin Sun & Youtao Song, 2022. "Effects of Digital Finance on Green Innovation considering Information Asymmetry: An Empirical Study Based on Chinese Listed Firms," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(15), pages 4399-4411, December.
    41. Huang, Junbing & Wang, Yajun & Luan, Bingjiang & Zou, Hong & Wang, Jun, 2023. "The energy intensity reduction effect of developing digital economy: Theory and empirical evidence from China," Energy Economics, Elsevier, vol. 128(C).
    42. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    43. Markus Grillitsch & Magnus Nilsson, 2015. "Innovation in peripheral regions: Do collaborations compensate for a lack of local knowledge spillovers?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(1), pages 299-321, January.
    44. Dieter F. Kogler & David L. Rigby & Isaac Tucker, 2013. "Mapping Knowledge Space and Technological Relatedness in US Cities," European Planning Studies, Taylor & Francis Journals, vol. 21(9), pages 1374-1391, September.
    45. Nicholas Apergis & James E. Payne, 2014. "The causal dynamics between renewable energy, real GDP, emissions and oil prices: evidence from OECD countries," Applied Economics, Taylor & Francis Journals, vol. 46(36), pages 4519-4525, December.
    46. Amri, Fethi, 2017. "Intercourse across economic growth, trade and renewable energy consumption in developing and developed countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 527-534.
    47. Biresselioglu, Mehmet Efe & Zengin Karaibrahimoglu, Yasemin, 2012. "The government orientation and use of renewable energy: Case of Europe," Renewable Energy, Elsevier, vol. 47(C), pages 29-37.
    48. Huo, Da & Zhang, Xiaotao & Meng, Shuang & Wu, Gang & Li, Junhang & Di, Ruoqi, 2022. "Green finance and energy efficiency: Dynamic study of the spatial externality of institutional support in a digital economy by using hidden Markov chain," Energy Economics, Elsevier, vol. 116(C).
    49. Zhao, Xiaoli & Li, Shujie & Zhang, Sufang & Yang, Rui & Liu, Suwei, 2016. "The effectiveness of China's wind power policy: An empirical analysis," Energy Policy, Elsevier, vol. 95(C), pages 269-279.
    50. Bigerna, Simona & D’Errico, Maria Chiara & Polinori, Paolo, 2021. "Energy security and RES penetration in a growing decarbonized economy in the era of the 4th industrial revolution," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    51. David L. Rigby & Jürgen Essletzbichler, 1997. "Evolution, Process Variety, and Regional Trajectories of Technological Change in U.S. Manufacturing," Economic Geography, Taylor & Francis Journals, vol. 73(3), pages 269-284, July.
    52. Roger Fouquet & Ralph Hippe, 2022. "Twin Transitions of Decarbonisation and Digitalisation: A Historical Perspective on Energy and Information in European Economies," Working Papers 08-22, Association Française de Cliométrie (AFC).
    53. Alharbi, Samar S. & Al Mamun, Md & Boubaker, Sabri & Rizvi, Syed Kumail Abbas, 2023. "Green finance and renewable energy: A worldwide evidence," Energy Economics, Elsevier, vol. 118(C).
    54. M�rio Vale & Lu�s Carvalho, 2013. "Knowledge Networks and Processes of Anchoring in Portuguese Biotechnology," Regional Studies, Taylor & Francis Journals, vol. 47(7), pages 1018-1033, July.
    55. Robert Hassink, 2005. "How to unlock regional economies from path dependency? From learning region to learning cluster," European Planning Studies, Taylor & Francis Journals, vol. 13(4), pages 521-535, June.
    56. Yu, Shiwei & Lu, Tingwei & Hu, Xing & Liu, Lancui & Wei, Yi-Ming, 2021. "Determinants of overcapacity in China’s renewable energy industry: Evidence from wind, photovoltaic, and biomass energy enterprises," Energy Economics, Elsevier, vol. 97(C).
    57. Kim, Jeayoon & Park, Kwangwoo, 2016. "Financial development and deployment of renewable energy technologies," Energy Economics, Elsevier, vol. 59(C), pages 238-250.
    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. Cao, Fangzhi & Su, Chi-Wei & Qin, Meng & Moldovan, Nicoleta-Claudia, 2024. "The investment of renewable energy: Is green bond a safe-haven to hedge U.S. monetary policy uncertainty?," Energy, Elsevier, vol. 307(C).

    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. Ron Boschma, 2018. "The geographical dimension of structural change," Papers in Evolutionary Economic Geography (PEEG) 1839, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2018.
    2. Pierre-Alexandre Balland & Ron Boschma, 2021. "Complementary interregional linkages and Smart Specialisation: an empirical study on European regions," Regional Studies, Taylor & Francis Journals, vol. 55(6), pages 1059-1070, June.
    3. Barbero, Javier & Diukanova, Olga & Gianelle, Carlo & Salotti, Simone & Santoalha, Artur, 2024. "Technologically related diversification: One size does not fit all European regions," Research Policy, Elsevier, vol. 53(3).
    4. Eduardo Hernandez-Rodriguez, 2024. "Technological diversification through global value chains in European regions," Papers in Evolutionary Economic Geography (PEEG) 2429, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2024.
    5. Ron Boschma, 2021. "Global Value Chains from an Evolutionary Economic Geography perspective: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 2134, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    6. Pinheiro, Flávio L. & Hartmann, Dominik & Boschma, Ron & Hidalgo, César A., 2022. "The time and frequency of unrelated diversification," Research Policy, Elsevier, vol. 51(8).
    7. Andrea Morrison, 2023. "Towards an evolutionary economic geography research agenda to study migration and innovation," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 529-542.
    8. Ron Boschma, 2021. "Designing Smart Specialization Policy: relatedness, unrelatedness, or what?," Papers in Evolutionary Economic Geography (PEEG) 2128, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    9. Ron Boschma, 2024. "An evolutionary approach to regional studies on global value chains," Regional Studies, Taylor & Francis Journals, vol. 58(7), pages 1492-1500, July.
    10. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    11. Ron Boschma & Víctor Martín & Asier Minondo, 2017. "Neighbour regions as the source of new industries," Papers in Regional Science, Wiley Blackwell, vol. 96(2), pages 227-245, June.
    12. Wonsub Eum & Jeong‐Dong Lee, 2022. "Alternative paths of diversification for developing countries," Review of Development Economics, Wiley Blackwell, vol. 26(4), pages 2336-2355, November.
    13. Jeroen Content & Koen Frenken, 2016. "Related variety and economic development: a literature review," European Planning Studies, Taylor & Francis Journals, vol. 24(12), pages 2097-2112, December.
    14. Maria Tsouri & Ron Boschma, 2024. "The importance of science for the development of new PV technologies in European regions," Papers in Evolutionary Economic Geography (PEEG) 2410, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2024.
    15. Moreno, Rosina & Ocampo-Corrales, Diego, 2022. "The ability of European regions to diversify in renewable energies: The role of technological relatedness," Research Policy, Elsevier, vol. 51(5).
    16. Quatraro, Francesco & Scandura, Alessandra, 2020. "Regional patterns of unrelated technological diversification: the role of academic inventors," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 202001, University of Turin.
    17. Tom Broekel & Lars Mewes, 2017. "Analyzing the impact of R&D policy on regional diversification," Papers in Evolutionary Economic Geography (PEEG) 1726, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    18. Ron Boschma, 2021. "The role of non-local linkages for innovation," Papers in Evolutionary Economic Geography (PEEG) 2113, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2021.
    19. Jung-In Yeon & Sojung Hwang & Bogang Jun, 2022. "The spillover effect of neighboring port on regional industrial diversification and regional economic resilience," Papers 2204.00189, arXiv.org.
    20. Ron Boschma & Ernest Miguelez & Rosina Moreno & Diego B. Ocampo-Corrales, 2021. "Technological breakthroughs in European regions: the role of related and unrelated combinations," Papers in Evolutionary Economic Geography (PEEG) 2118, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2021.

    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:eee:enepol:v:186:y:2024:i:c:s0301421524000119. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/enpol .

    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.