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能效项目中预计回报与已实现回报之间的差距分解

Decomposing the Wedge between Projected and Realized Returns in Energy Efficiency Programs
Review of Economics and Statistics · 2021 · Peter Christensen、Paul W. Francisco、Erica Myers、Mateus Souza

中文摘要

对能效项目的评估表明,实际节能量持续低于预测值。我们利用伊利诺伊州住宅防寒保温援助计划(IHWAP)的数据和基于机器学习的事件研究设计,分解了这一“绩效差距”。我们发现,工程模型中的偏差最多可解释该差距的41%,主要源于对墙体保温节能量的高估。施工质量的异质性也可解释该差距的很大一部分(43%),而反弹效应仅能解释6%。我们发现,IHWAP项目带来的能源相关收益存在较大的异质性,这表明有机会更有针对性地配置投资。

Abstract

Abstract Evaluations of energy efficiency programs reveal that realized savings consistently fall short of projections. We decompose this “performance wedge” using data from the Illinois Home Weatherization Assistance Program (IHWAP) and a machine learning-based event study research design. We find that bias in engineering models can account for up to 41% of the wedge, primarily from overestimated savings in wall insulation. Heterogeneity in workmanship can also account for a large fraction (43%) of the wedge, while the rebound effect can explain only 6%. We find substantial heterogeneity in energy-related benefits from IHWAP projects, suggesting opportunities for better targeting of investments.
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