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Effects of innovation stimuli regulation in the electricity sector: A quantitative study on European countries

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  • Ribeiro, Beatriz Couto
  • Ferrero, Luciane Graziele Pereira
  • Bin, Adriana
  • Blind, Knut

Abstract

The energy transition is characterized by decarbonization, decentralization, and digitalization trends in the electricity sector, increasing the demand for novel technologies and innovation. Nevertheless, there are still challenges in the electricity sector to provide proper innovation incentives, often attributed to the slow technological dynamics of the sector and its regulated nature. As a response to insufficient levels of innovation, numerous European countries introduced innovation-stimuli regulations in the electricity sector during the second half of the 2000s. To evaluate the impact of these regulations on innovation, we employed a difference-in-differences (DiD) model on a panel data set with 21 European countries covering the period from 1991 to 2016, using patents as a dependent variable. In addition to the canonical DiD, we performed group-specific treatment effects to estimate the difference among the “early adopters” and “late adopters” countries of innovation-stimuli regulation. We find that the introduction of innovation-stimuli regulation has positively impacted patenting activities in the electricity sector, especially among the “early adopters”. These results suggest that innovation-stimuli regulation can be an important regulatory tool to foster further innovation that is required to complete the energy transition.

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  • Ribeiro, Beatriz Couto & Ferrero, Luciane Graziele Pereira & Bin, Adriana & Blind, Knut, 2023. "Effects of innovation stimuli regulation in the electricity sector: A quantitative study on European countries," Energy Economics, Elsevier, vol. 118(C).
    • Handle: RePEc:eee:eneeco:v:118:y:2023:i:c:s0140988322004819
    DOI: 10.1016/j.eneco.2022.106352
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    as
    1. Jamasb, Tooraj & Pollitt, Michael G., 2011. "Electricity sector liberalisation and innovation: An analysis of the UK's patenting activities," Research Policy, Elsevier, vol. 40(2), pages 309-324, March.
    2. Crispim, João & Braz, José & Castro, Rui & Esteves, Jorge, 2014. "Smart Grids in the EU with smart regulation: Experiences from the UK, Italy and Portugal," Utilities Policy, Elsevier, vol. 31(C), pages 85-93.
    3. Wooldridge, Jeffrey M., 1999. "Distribution-free estimation of some nonlinear panel data models," Journal of Econometrics, Elsevier, vol. 90(1), pages 77-97, May.
    4. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273, September.
    5. Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, September.
    6. Paulo Moisés Costa, Nuno Bento and Vítor Marques, 2017. "The Impact of Regulation on a Firm's Incentives to Invest in Emergent Smart Grid Technologies," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    7. Dierk Bauknecht, 2011. "Incentive Regulation and Network Innovations," RSCAS Working Papers 2011/02, European University Institute.
    8. Popp, David, 2019. "Environmental Policy and Innovation: A Decade of Research," International Review of Environmental and Resource Economics, now publishers, vol. 13(3-4), pages 265-337, September.
    9. Cambini, Carlo & Meletiou, Alexis & Bompard, Ettore & Masera, Marcelo, 2016. "Market and regulatory factors influencing smart-grid investment in Europe: Evidence from pilot projects and implications for reform," Utilities Policy, Elsevier, vol. 40(C), pages 36-47.
    10. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    11. Bel, Germà & Joseph, Stephan, 2018. "Climate change mitigation and the role of technological change: Impact on selected headline targets of Europe's 2020 climate and energy package," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3798-3807.
    12. Nicolli, Francesco & Vona, Francesco, 2016. "Heterogeneous policies, heterogeneous technologies: The case of renewable energy," Energy Economics, Elsevier, vol. 56(C), pages 190-204.
    13. Cambini, Carlo & Congiu, Raffaele & Jamasb, Tooraj & Llorca, Manuel & Soroush, Golnoush, 2020. "Energy Systems Integration: Implications for public policy," Energy Policy, Elsevier, vol. 143(C).
    14. Cullmann, Astrid & Nieswand, Maria, 2016. "Regulation and investment incentives in electricity distribution: An empirical assessment," Energy Economics, Elsevier, vol. 57(C), pages 192-203.
    15. Rahmatallah Poudineh & Tooraj Jamasb, 2016. "A New Perspective: Investment and Efficiency under Incentive Regulation," The Energy Journal, , vol. 37(1), pages 158-182, January.
    16. de Rassenfosse, Gaétan & Dernis, Hélène & Guellec, Dominique & Picci, Lucio & van Pottelsberghe de la Potterie, Bruno, 2013. "The worldwide count of priority patents: A new indicator of inventive activity," Research Policy, Elsevier, vol. 42(3), pages 720-737.
    17. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    18. Hille, Erik & Althammer, Wilhelm & Diederich, Henning, 2020. "Environmental regulation and innovation in renewable energy technologies: Does the policy instrument matter?," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    19. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
    20. Meletiou, Alexis & Cambini, Carlo & Masera, Marcelo, 2018. "Regulatory and ownership determinants of unbundling regime choice for European electricity transmission utilities," Utilities Policy, Elsevier, vol. 50(C), pages 13-25.
    21. Puhani, Patrick A., 2012. "The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models," Economics Letters, Elsevier, vol. 115(1), pages 85-87.
    22. David Popp, 2019. "Environmental Policy and Innovation: A Decade of Research," NBER Working Papers 25631, National Bureau of Economic Research, Inc.
    23. Lamnatou, Chr. & Chemisana, D. & Cristofari, C., 2022. "Smart grids and smart technologies in relation to photovoltaics, storage systems, buildings and the environment," Renewable Energy, Elsevier, vol. 185(C), pages 1376-1391.
    24. Carlo Cambini & Federico Caviggioli & Giuseppe Scellato, 2016. "Innovation and market regulation: evidence from the European electricity industry," Industry and Innovation, Taylor & Francis Journals, vol. 23(8), pages 734-752, November.
    25. Michael L. Polemis & Markos Tselekounis, 2021. "Threshold effects in the regulation-innovation nexus: evidence from the telecommunications industry," Journal of Regulatory Economics, Springer, vol. 60(1), pages 74-93, August.
    26. Dimos, Christos & Pugh, Geoff, 2016. "The effectiveness of R&D subsidies: A meta-regression analysis of the evaluation literature," Research Policy, Elsevier, vol. 45(4), pages 797-815.
    27. Ivan Haščič & Mauro Migotto, 2015. "Measuring environmental innovation using patent data," OECD Environment Working Papers 89, OECD Publishing.
    28. Marques, Vítor & Bento, Nuno & Costa, Paulo Moisés, 2014. "The “Smart Paradox”: Stimulate the deployment of smart grids with effective regulatory instruments," Energy, Elsevier, vol. 69(C), pages 96-103.
    29. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris, 2021. "R&D expenditure and energy consumption in OECD nations," Energy Economics, Elsevier, vol. 100(C).
    30. Yann Ménière & Antoine Dechezleprêtre & Matthieu Glachant & Ivan Hascic & N. Johnstone, 2011. "Invention and transfer of climate change mitigation technologies: a study drawing on patent data," Post-Print hal-00869795, HAL.
    31. Marino, Marianna & Parrotta, Pierpaolo & Valletta, Giacomo, 2019. "Electricity (de)regulation and innovation," Research Policy, Elsevier, vol. 48(3), pages 748-758.
    32. Antoine Dechezleprêtre & Matthieu Glachant & Ivan Haščič & Nick Johnstone & Yann Ménière, 2011. "Invention and Transfer of Climate Change--Mitigation Technologies: A Global Analysis," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 5(1), pages 109-130, Winter.
    33. Douglas G. Steigerwald & Gonzalo Vazquez-Bare & Jason Maier, 2021. "Measuring Heterogeneous Effects of Environmental Policies Using Panel Data," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(2), pages 277-313.
    34. Bailey, Elizabeth E., 1974. "Innovation and regulation," Journal of Public Economics, Elsevier, vol. 3(3), pages 285-295, August.
    35. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    36. David Popp, 2019. "Environmental policy and innovation: a decade of research," CESifo Working Paper Series 7544, CESifo.
    37. Costantini, Valeria & Crespi, Francesco & Palma, Alessandro, 2017. "Characterizing the policy mix and its impact on eco-innovation: A patent analysis of energy-efficient technologies," Research Policy, Elsevier, vol. 46(4), pages 799-819.
    38. Jamasb, Tooraj & Pollitt, Michael, 2008. "Liberalisation and R&D in network industries: The case of the electricity industry," Research Policy, Elsevier, vol. 37(6-7), pages 995-1008, July.
    39. Antoine Dechezleprêtre & Matthieu Glachant & Ivan Haščič & Nick Johnstone & Yann Ménière, 2011. "Invention and Transfer of Climate Change--Mitigation Technologies: A Global Analysis," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 5(1), pages 109-130, Winter.
    40. Isabell Koske & Isabelle Wanner & Rosamaria Bitetti & Omar Barbiero, 2015. "The 2013 update of the OECD's database on product market regulation: Policy insights for OECD and non-OECD countries," OECD Economics Department Working Papers 1200, OECD Publishing.
    41. Blind, Knut, 2012. "The influence of regulations on innovation: A quantitative assessment for OECD countries," Research Policy, Elsevier, vol. 41(2), pages 391-400.
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