The Impact of Financial Incentives on Technology Adoption: Evidence from Random Allocation of Solar PV Subsidies - R&R at Management Science
(with Erdal Aydin, Dirk Brounen and Nils Kok) [Latest version]
SSRN: MIT Center for Real Estate Research Paper No. 24/04
To stimulate the adoption of renewable energy generation, policymakers often resort to subsidies. However, the efficacy of such subsidies remains an important topic of debate. This paper exploits a natural experimental setting in which a solar PV subsidy was randomly assigned to applying households. By combining data collected from aerial images with detailed household-level information, we estimate the effect of subsidy provision on the adoption of solar PV among applicants, including its impact on installed capacity, installation timing, electricity consumption, and ultimately, the spillover effect on adoption by neighbors. The results indicate that, within the group of households that applied for the subsidy, the provision of subsidy led to a 25.2 percentage point increase in solar PV adoption. We also find that the subsidy has had a significant effect on the installed capacity, and expedited solar installation by about a year. However, the subsequent electricity consumption of households accepted into the subsidy program decreased by just 7.1 percent, compared to the rejected applicant group, implying a cost of carbon of €995. When taking into account the neighborhood spillover effects of providing subsidy, the costs per ton of CO2 decrease to €218.
The Efficacy of Energy Efficiency: Measuring the Returns to Home Insulation - R&R at Energy Economics
(with Piet Eichholtz and Nils Kok) [Latest version]
SSRN: MIT Center for Real Estate Research Paper No. 24/12
Energy efficiency in the housing market is key in reducing energy consumption and carbon emissions, as well as to enhance national energy independence and protect consumer budgets. Insulation plays an important role in improving the energy efficiency of a home. However, studies of the impact of insulation measures on actual gas consumption are typically based on engineering predictions, and the efficacy of insulation measures is subject to debate. This study exploits a large sample of home insulation interventions, combined with detailed household data on actual gas consumption before and after these interventions, and information on the socio-economic characteristics of occupants. Using a difference-in-difference approach, we document that home insulation reduces gas consumption by about 19%, on average, both for owner-occupied and rental homes. For the latter, the treatment is plausibly exogenous. Importantly, we find strong evidence of persistence: the reduction in gas consumption is consistent up to ten years after the intervention. The average treatment effect translates into a €350 reduction in the annual gas bill, and an average rate of return of 19.9% on the initial investment.
Non-monetary Barriers in Social Housing Energy Efficiency Adoption
(with Juan Palacios and Erez Yoeli)
The Role of Tailored Information on Household Heat Pump Demand
(with Christopher Knittel, Juan Palacios and Siqi Zheng)
Internal Spillovers from Renewable Energy Technology Subsidy
(with Dirk Brounen and Nils Kok)