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DOI | 10.1016/j.enpol.2019.01.060 |
Switching behavior in the Italian electricity retail market: Logistic and mixed effect Bayesian estimations of consumer choice | |
Fontana, Magda1,2; Iori, Martina2; Nava, Consuelo Rubina3 | |
2019-06-01 | |
发表期刊 | ENERGY POLICY |
ISSN | 0301-4215 |
EISSN | 1873-6777 |
出版年 | 2019 |
卷号 | 129页码:339-351 |
文章类型 | Article |
语种 | 英语 |
国家 | Italy |
英文摘要 | The paper highlights the importance of both local effects and market structure in determining the switching decision in retail electricity markets, and also introduces a new definition of household as the bundle of features of its members. We apply a Bayesian mixed Logit model to analyze the switching behavior in the Italian electricity retail market. The data set includes social, demographic, geographic and economic information regarding 18,448 households and 37,217 individuals together with their opinions, expectations and choices regarding national services. Results show that heterogeneity in the geographic and social context of choice and in the household composition has a major impact on the significance and on the identification of switching determinants implying that there is no one-size-fits-all policy to encourage switching and that further efforts should be dedicated to the definition of an optimal scale of analysis. |
英文关键词 | Liberalized electricity markets Switching behavior Bayesian mixed Logit model Local market heterogeneity |
领域 | 气候变化 |
收录类别 | SCI-E ; SSCI |
WOS记录号 | WOS:000468012900032 |
WOS关键词 | LOGIT MODEL ; COMPETITION ; DETERMINANTS ; SATISFACTION ; SEPARATION ; COSTS |
WOS类目 | Economics ; Energy & Fuels ; Environmental Sciences ; Environmental Studies |
WOS研究方向 | Business & Economics ; Energy & Fuels ; Environmental Sciences & Ecology |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/183648 |
专题 | 气候变化 |
作者单位 | 1.Univ Turin, Despina Big Data Lab, Lungo Dora Siena 100A, I-10153 Turin, Italy; 2.Univ Turin, Dept Econ & Stat, Lungo Dora Siena 100A, I-10153 Turin, Italy; 3.Univ Aosta Valley, Dept Econ & Polit Sci, Str Cappuccini 2A, I-11100 Aosta, Italy |
推荐引用方式 GB/T 7714 | Fontana, Magda,Iori, Martina,Nava, Consuelo Rubina. Switching behavior in the Italian electricity retail market: Logistic and mixed effect Bayesian estimations of consumer choice[J]. ENERGY POLICY,2019,129:339-351. |
APA | Fontana, Magda,Iori, Martina,&Nava, Consuelo Rubina.(2019).Switching behavior in the Italian electricity retail market: Logistic and mixed effect Bayesian estimations of consumer choice.ENERGY POLICY,129,339-351. |
MLA | Fontana, Magda,et al."Switching behavior in the Italian electricity retail market: Logistic and mixed effect Bayesian estimations of consumer choice".ENERGY POLICY 129(2019):339-351. |
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