{"title":"Cash transfers & energy equity: Causal evidence from California's experience","authors":"Majid Ahmadi, Marilyn A. Brown","doi":"10.1016/j.rser.2025.115386","DOIUrl":null,"url":null,"abstract":"<div><div>The energy transition runs the risk of creating higher energy prices and lower affordability for low-income consumers when income-qualified financial assistance is not expanded. This critical issue is addressed within the context of California's grid decarbonization efforts. Drawing data from areas with significant renewable energy adoption, the study investigates the impact of financial support on residential electricity consumption among low-income households. Leveraging the unique economic circumstances of the pandemic, the research examines whether additional financial resources affect energy consumption patterns across income groups, offering causal estimates of disparities in meeting energy needs. Using a comprehensive dataset encompassing energy usage, socioeconomic indicators, unemployment records, and weather data, an extended difference-in-difference (DID) model assesses changes in electricity consumption among low-income households receiving substantial government aid compared to other income groups. Our findings reveal that additional financial resources provided to low-income households during the pandemic led to a more than 30 % increase in their electricity consumption compared to other income groups. The study also underscores the effectiveness of rate programs and low-income energy aid initiatives in aiding this demographic. These insights offer policy implications for addressing energy insecurity during the clean energy transition.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"212 ","pages":"Article 115386"},"PeriodicalIF":16.3000,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Renewable and Sustainable Energy Reviews","FirstCategoryId":"1","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1364032125000590","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0
Abstract
The energy transition runs the risk of creating higher energy prices and lower affordability for low-income consumers when income-qualified financial assistance is not expanded. This critical issue is addressed within the context of California's grid decarbonization efforts. Drawing data from areas with significant renewable energy adoption, the study investigates the impact of financial support on residential electricity consumption among low-income households. Leveraging the unique economic circumstances of the pandemic, the research examines whether additional financial resources affect energy consumption patterns across income groups, offering causal estimates of disparities in meeting energy needs. Using a comprehensive dataset encompassing energy usage, socioeconomic indicators, unemployment records, and weather data, an extended difference-in-difference (DID) model assesses changes in electricity consumption among low-income households receiving substantial government aid compared to other income groups. Our findings reveal that additional financial resources provided to low-income households during the pandemic led to a more than 30 % increase in their electricity consumption compared to other income groups. The study also underscores the effectiveness of rate programs and low-income energy aid initiatives in aiding this demographic. These insights offer policy implications for addressing energy insecurity during the clean energy transition.
期刊介绍:
The mission of Renewable and Sustainable Energy Reviews is to disseminate the most compelling and pertinent critical insights in renewable and sustainable energy, fostering collaboration among the research community, private sector, and policy and decision makers. The journal aims to exchange challenges, solutions, innovative concepts, and technologies, contributing to sustainable development, the transition to a low-carbon future, and the attainment of emissions targets outlined by the United Nations Framework Convention on Climate Change.
Renewable and Sustainable Energy Reviews publishes a diverse range of content, including review papers, original research, case studies, and analyses of new technologies, all featuring a substantial review component such as critique, comparison, or analysis. Introducing a distinctive paper type, Expert Insights, the journal presents commissioned mini-reviews authored by field leaders, addressing topics of significant interest. Case studies undergo consideration only if they showcase the work's applicability to other regions or contribute valuable insights to the broader field of renewable and sustainable energy. Notably, a bibliographic or literature review lacking critical analysis is deemed unsuitable for publication.