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Sunny days: Spatial spillovers in photovoltaic system adoptions

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  • Irwin, Nicholas B.

Abstract

Spatial spillovers – peer effects from neighboring actions on one's own decisions – play an important role in the diffusion of technologies, particularly the adoption of residential photovoltaic (PV) systems and have important implications for renewable energy policies meant to encourage small-scale solar energy generation. Existing research notes spillovers manifest at large spatial scales but evidence at smaller scales is currently absent. In this work, we examine if spatial spillovers in residential PV system adoptions exist at small scales – specifically within one's nearest set of neighbors – using spatially explicit data on residential PV installations from Baltimore, MD. We find strong evidence for the existence of spatial spillovers, with a neighboring installation increasing PV system adoption likelihood by 16.5–17.1 percent. The results indicate the presence of a potential multiplier effect that can be targeted by policymakers interested in encouraging solar energy development to meet renewable energy goals.

Suggested Citation

  • Irwin, Nicholas B., 2021. "Sunny days: Spatial spillovers in photovoltaic system adoptions," Energy Policy, Elsevier, vol. 151(C).
    • Handle: RePEc:eee:enepol:v:151:y:2021:i:c:s0301421521000616
    DOI: 10.1016/j.enpol.2021.112192
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    1. Brock, William A. & Durlauf, Steven N., 2001. "Interactions-based models," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 54, pages 3297-3380, Elsevier.
    2. Takanobu Kosugi & Yoshiyuki Shimoda & Takayuki Tashiro, 2019. "Neighborhood influences on the diffusion of residential photovoltaic systems in Kyoto City, Japan," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 21(4), pages 477-505, October.
    3. Laura-Lucia Richter, 2013. "Social Effects in the Diffusion of Solar Photovoltaic Technology in the UK," Working Papers EPRG 1332, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    4. Charles Towe & Chad Lawley, 2013. "The Contagion Effect of Neighboring Foreclosures," American Economic Journal: Economic Policy, American Economic Association, vol. 5(2), pages 313-335, May.
    5. Charles F. Manski, 2000. "Economic Analysis of Social Interactions," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 115-136, Summer.
    6. Axsen, Jonn & Mountain, Dean C. & Jaccard, Mark, 2009. "Combining stated and revealed choice research to simulate the neighbor effect: The case of hybrid-electric vehicles," Institute of Transportation Studies, Working Paper Series qt02n9j6cv, Institute of Transportation Studies, UC Davis.
    7. Marcello Graziano & Kenneth Gillingham, 2015. "Spatial patterns of solar photovoltaic system adoption: The influence of neighbors and the built environment," Journal of Economic Geography, Oxford University Press, vol. 15(4), pages 815-839.
    8. Ioannides, Yannis M., 2002. "Residential neighborhood effects," Regional Science and Urban Economics, Elsevier, vol. 32(2), pages 145-165, March.
    9. Hsu, Jenneille Hwai-Yuan, 2018. "Predictors for adoption of local solar approval processes and impact on residential solar installations in California cities," Energy Policy, Elsevier, vol. 117(C), pages 463-472.
    10. Axsen, Jonn & Mountain, Dean C. & Jaccard, Mark, 2009. "Combining stated and revealed choice research to simulate the neighbor effect: The case of hybrid-electric vehicles," Resource and Energy Economics, Elsevier, vol. 31(3), pages 221-238, August.
    11. Laura-Lucia Richter, 2013. "Social Effects in the Diffusion of solar Photovoltaic Technology in the UK," Cambridge Working Papers in Economics 1357, Faculty of Economics, University of Cambridge.
    12. Andrea Baranzini, Stefano Carattini, Martin Peclat, 2017. "What drives social contagion in the adoption of solar photovoltaic technology," GRI Working Papers 270, Grantham Research Institute on Climate Change and the Environment.
    13. Rode, Johannes & Weber, Alexander, 2016. "Does localized imitation drive technology adoption? A case study on rooftop photovoltaic systems in Germany," Journal of Environmental Economics and Management, Elsevier, vol. 78(C), pages 38-48.
    14. Dastrup, Samuel R. & Graff Zivin, Joshua & Costa, Dora L. & Kahn, Matthew E., 2012. "Understanding the Solar Home price premium: Electricity generation and “Green” social status," European Economic Review, Elsevier, vol. 56(5), pages 961-973.
    15. Curtius, Hans Christoph & Hille, Stefanie Lena & Berger, Christian & Hahnel, Ulf Joachim Jonas & Wüstenhagen, Rolf, 2018. "Shotgun or snowball approach? Accelerating the diffusion of rooftop solar photovoltaics through peer effects and social norms," Energy Policy, Elsevier, vol. 118(C), pages 596-602.
    16. Bryan Bollinger & Kenneth Gillingham, 2012. "Peer Effects in the Diffusion of Solar Photovoltaic Panels," Marketing Science, INFORMS, vol. 31(6), pages 900-912, November.
    17. Rode, Johannes & Weber, Alexander, 2016. "Does localized imitation drive technology adoption? A case study on rooftop photovoltaic systems in Germany," Journal of Environmental Economics and Management, Elsevier, vol. 78(C), pages 38-48.
    18. Sirakaya, Sibel, 2006. "Recidivism and Social Interactions," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 863-877, September.
    19. Nicholas B. Irwin, 2019. "Keeping up appearances: Spatial spillovers and housing renovations," Papers in Regional Science, Wiley Blackwell, vol. 98(5), pages 2115-2133, October.
    20. Noll, Daniel & Dawes, Colleen & Rai, Varun, 2014. "Solar Community Organizations and active peer effects in the adoption of residential PV," Energy Policy, Elsevier, vol. 67(C), pages 330-343.
    21. Ma, Ben & Yu, Yihua & Urban, Frauke, 2018. "Green transition of energy systems in rural China: National survey evidence of households’ discrete choices on water heaters," Energy Policy, Elsevier, vol. 113(C), pages 559-570.
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    Cited by:

    1. Best, Rohan & Burke, Paul J., 2023. "Small-scale solar panel adoption by the non-residential sector: The effects of national and targeted policies in Australia," Economic Modelling, Elsevier, vol. 120(C).
    2. Jianhua Zhang & Xiaolong Liu & Dimitris Ballas, 2023. "Spatial and relational peer effects on environmental behavioral imitation," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 25(4), pages 575-599, October.
    3. Zhang, Jianhua & Ballas, Dimitris & Liu, Xiaolong, 2023. "Neighbourhood-level spatial determinants of residential solar photovoltaic adoption in the Netherlands," Renewable Energy, Elsevier, vol. 206(C), pages 1239-1248.

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    More about this item

    Keywords

    Solar photovoltaic (PV); Spatial spillovers; Renewable energy; Peer effects;
    All these keywords.

    JEL classification:

    • Q49 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Other
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General
    • D1 - Microeconomics - - Household Behavior
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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