R. Gandhi, Christopher R. Knittel, P. Pedro, A. Wolfram
{"title":"运行能源效率项目的随机现场实验:实践者指南","authors":"R. Gandhi, Christopher R. Knittel, P. Pedro, A. Wolfram","doi":"10.5547/2160-5890.5.2.RGAN","DOIUrl":null,"url":null,"abstract":"Researchers and professional evaluators are increasingly turning to randomized field experiments to evaluate energy efficiency programs and policies. This article provides a brief overview of several experimental methods and discusses their application to energy efficiency programs. We highlight experimental designs, such as randomized encouragement and recruit-and-deny, that are particularly well suited for situations where participation cannot be enforced. The article then discusses several implementation issues that can arise and characterizes applications that are a good fit for a randomized experiment. We also address the most common objections to field experiments, and share the best practices to consider when designing and implementing a field experiment in this space.","PeriodicalId":385400,"journal":{"name":"Economics of Energy and Environmental Policy","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"20","resultStr":"{\"title\":\"Running Randomized Field Experiments for Energy Efficiency Programs: A Practitioners Guide\",\"authors\":\"R. Gandhi, Christopher R. Knittel, P. Pedro, A. Wolfram\",\"doi\":\"10.5547/2160-5890.5.2.RGAN\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Researchers and professional evaluators are increasingly turning to randomized field experiments to evaluate energy efficiency programs and policies. This article provides a brief overview of several experimental methods and discusses their application to energy efficiency programs. We highlight experimental designs, such as randomized encouragement and recruit-and-deny, that are particularly well suited for situations where participation cannot be enforced. The article then discusses several implementation issues that can arise and characterizes applications that are a good fit for a randomized experiment. We also address the most common objections to field experiments, and share the best practices to consider when designing and implementing a field experiment in this space.\",\"PeriodicalId\":385400,\"journal\":{\"name\":\"Economics of Energy and Environmental Policy\",\"volume\":\"29 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"20\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Economics of Energy and Environmental Policy\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5547/2160-5890.5.2.RGAN\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Economics of Energy and Environmental Policy","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5547/2160-5890.5.2.RGAN","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Running Randomized Field Experiments for Energy Efficiency Programs: A Practitioners Guide
Researchers and professional evaluators are increasingly turning to randomized field experiments to evaluate energy efficiency programs and policies. This article provides a brief overview of several experimental methods and discusses their application to energy efficiency programs. We highlight experimental designs, such as randomized encouragement and recruit-and-deny, that are particularly well suited for situations where participation cannot be enforced. The article then discusses several implementation issues that can arise and characterizes applications that are a good fit for a randomized experiment. We also address the most common objections to field experiments, and share the best practices to consider when designing and implementing a field experiment in this space.