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Transforming the s-shape: Identifying and explaining turning points in market diffusion curves of low-carbon technologies in Austria

Author

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  • Kulmer, Veronika
  • Seebauer, Sebastian
  • Hinterreither, Helene
  • Kortschak, Dominik
  • Theurl, Michaela C.
  • Haas, Willi

Abstract

The need for rapid decarbonization of the energy system calls for an improved understanding how policy action may accelerate the market diffusion of low-carbon technologies. Turning points, in other words, i.e. points in time when market growth curves change direction, occur when politics, policy, and technology streams converge. Investigating photovoltaics, residential heat pump, and electric vehicle diffusion in Austria from 1970/1990 to 2018, we constellate when and why turning points occurred. Analyzing market statistics with the mathematical method of change point analysis allows identifying turning points and growth functions in diffusion curves. We used the Multiple Streams Approach to structure archival documents and findings from expert interviews to reconstruct critical events in past socio-political and socio-technological developments which triggered turning points. We find that observed diffusion processes change direction and pace at specific moments in time, rather than following a uniform s-shape. Mandatory regulations are key levers, but need to be supplemented by events in the respective streams: In the politics stream, overarching political strategies and model policies in other countries set the stage for low-carbon technologies. In the technology stream, R&D programs, product development, and quality labels support technological advancement. In the policy stream, however, ad-hoc subsidy programs tend to produce patchwork policies or only temporarily boost market diffusion. Continuously monitoring market processes may allow anticipation of upcoming turning points when the implementation of integrated policies can push combinations of complementary technologies.

Suggested Citation

  • Kulmer, Veronika & Seebauer, Sebastian & Hinterreither, Helene & Kortschak, Dominik & Theurl, Michaela C. & Haas, Willi, 2022. "Transforming the s-shape: Identifying and explaining turning points in market diffusion curves of low-carbon technologies in Austria," Research Policy, Elsevier, vol. 51(1).
    • Handle: RePEc:eee:respol:v:51:y:2022:i:1:s0048733321001682
    DOI: 10.1016/j.respol.2021.104371
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    as
    1. Scarlat, Nicolae & Dallemand, Jean-François & Monforti-Ferrario, Fabio & Banja, Manjola & Motola, Vincenzo, 2015. "Renewable energy policy framework and bioenergy contribution in the European Union – An overview from National Renewable Energy Action Plans and Progress Reports," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 969-985.
    2. Michalakelis, Christos & Varoutas, Dimitris & Sphicopoulos, Thomas, 0. "Diffusion models of mobile telephony in Greece," Telecommunications Policy, Elsevier, vol. 32(3-4), pages 234-245, April.
    3. Edward Oughton, 2018. "Towards 5G: scenario-based assessment of the future supply and demand for mobile telecommunications infrastructure," Working Papers 2017/04 (revised), Cambridge Judge Business School, University of Cambridge.
    4. Dong, Changgui & Wiser, Ryan & Rai, Varun, 2018. "Incentive pass-through for residential solar systems in California," Energy Economics, Elsevier, vol. 72(C), pages 154-165.
    5. Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
    6. Sperling, Dan & Collantes, Gustavo O, 2008. "The origin of California’s zero emission vehicle mandate," Institute of Transportation Studies, Working Paper Series qt9pd8m8gs, Institute of Transportation Studies, UC Davis.
    7. ., 2019. "Building integrated photovoltaics," Chapters, in: Energy Innovation for the Twenty-First Century, chapter 10, pages 282-321, Edward Elgar Publishing.
    8. Lee, Duk Hee & Park, Sang Yong & Kim, Jong Wook & Lee, Seong Kon, 2013. "Analysis on the feedback effect for the diffusion of innovative technologies focusing on the green car," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 498-509.
    9. Gnann, Till & Stephens, Thomas S. & Lin, Zhenhong & Plötz, Patrick & Liu, Changzheng & Brokate, Jens, 2018. "What drives the market for plug-in electric vehicles? - A review of international PEV market diffusion models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 158-164.
    10. Björn Nykvist & Måns Nilsson, 2015. "Rapidly falling costs of battery packs for electric vehicles," Nature Climate Change, Nature, vol. 5(4), pages 329-332, April.
    11. Harris, Tyler M. & Devkota, Jay P. & Khanna, Vikas & Eranki, Pragnya L. & Landis, Amy E., 2018. "Logistic growth curve modeling of US energy production and consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 46-57.
    12. Reinhard Steurer, 2013. "Disentangling governance: a synoptic view of regulation by government, business and civil society," Policy Sciences, Springer;Society of Policy Sciences, vol. 46(4), pages 387-410, December.
    13. Liu, Dawei & Xu, Hang, 2021. "A rational policy decision or political deal? A multiple streams' examination of the Russia-China natural gas pipeline," Energy Policy, Elsevier, vol. 148(PB).
    14. Collantes, Gustavo & Sperling, Daniel, 2008. "The origin of California's zero emission vehicle mandate," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(10), pages 1302-1313, December.
    15. Lee, Chul-Yong & Huh, Sung-Yoon, 2017. "Forecasting the diffusion of renewable electricity considering the impact of policy and oil prices: The case of South Korea," Applied Energy, Elsevier, vol. 197(C), pages 29-39.
    16. Sartori, Igor & Wachenfeldt, Bjrn Jensen & Hestnes, Anne Grete, 2009. "Energy demand in the Norwegian building stock: Scenarios on potential reduction," Energy Policy, Elsevier, vol. 37(5), pages 1614-1627, May.
    17. Böckers, Veit & Heimeshoff,Ulrich & Müller, Andrea, 2012. "Pull-forward effects in the German car scrappage scheme: A time series approach," DICE Discussion Papers 56, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    18. Dong, Changgui & Sigrin, Benjamin & Brinkman, Gregory, 2017. "Forecasting residential solar photovoltaic deployment in California," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 251-265.
    19. Kobos, Peter H. & Malczynski, Leonard A. & Walker, La Tonya N. & Borns, David J. & Klise, Geoffrey T., 2018. "Timing is everything: A technology transition framework for regulatory and market readiness levels," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 211-225.
    20. Kurdgelashvili, Lado & Shih, Cheng-Hao & Yang, Fan & Garg, Mehul, 2019. "An empirical analysis of county-level residential PV adoption in California," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 321-333.
    21. Geels, Frank W., 2002. "Technological transitions as evolutionary reconfiguration processes: a multi-level perspective and a case-study," Research Policy, Elsevier, vol. 31(8-9), pages 1257-1274, December.
    22. Xu, Jiuping & Li, Li & Zheng, Bobo, 2016. "Wind energy generation technological paradigm diffusion," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 436-449.
    23. Måns Nilsson & Nina Weitz, 2019. "Governing Trade-Offs and Building Coherence in Policy-Making for the 2030 Agenda," Politics and Governance, Cogitatio Press, vol. 7(4), pages 254-263.
    24. Louise Reardon, 2018. "Networks and problem recognition: advancing the Multiple Streams Approach," Policy Sciences, Springer;Society of Policy Sciences, vol. 51(4), pages 457-476, December.
    25. Grossman, Peter Z., 2015. "Energy shocks, crises and the policy process: A review of theory and application," Energy Policy, Elsevier, vol. 77(C), pages 56-69.
    26. Oughton, Edward & Frias, Zoraida & Russell, Tom & Sicker, Douglas & Cleevely, David D., 2018. "Towards 5G: Scenario-based assessment of the future supply and demand for mobile telecommunications infrastructure," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 141-155.
    27. Zhang, Sufang & He, Yongxiu, 2013. "Analysis on the development and policy of solar PV power in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 393-401.
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    Cited by:

    1. Zou, Chen & Huang, Yongchun & Hu, Shiliang & Huang, Zhan, 2023. "Government participation in low-carbon technology transfer: An evolutionary game study," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
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    4. Wang, Junling & Cheng, Siyu & Guo, Xinyu & Xu, Xin & Wang, Zehao, 2024. "An evolutionary analysis of the diffusion of low-carbon technology innovation in supply networks," Research in International Business and Finance, Elsevier, vol. 70(PB).

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