Understanding the determinants on household electricity consumption in Korea: OLS regression and quantile regression

被引：34
|
作者：
Kim M.-J. [1 ]
机构：
[1] Department of Consumer Economics, Sookmyung Women's University, 100 Cheongpa-ro 47-gil, Yongsan-gu, Seoul
来源：
Electricity Journal | 2020年 / 33卷 / 07期
关键词：
High electricity-consuming households; Household electricity consumption; Household energy consumption sample survey; Low electricity-consuming households; Quantile regression;
D O I：
10.1016/j.tej.2020.106802
中图分类号：
学科分类号：
摘要：
The paper aims to investigate the determinants of household electricity consumption in Korea by using both the OLS regression and quantile regression. The results show that the effects of socio-demographic, dwelling, and electricity consumption characteristics on household electricity consumption may differ between two regressions and may differ across quantiles. We found that age group of household head, number of household, housing area, the number of household appliances, and refrigerator usage time were significant in all quantiles. © 2020 Elsevier Inc.
引用
收藏
相关论文
共 50 条
  • [21] Panel quantile regression neural network for electricity consumption forecasting in China: a new framework
    Zhou, Xingcai
    Wang, Jiangyan
    ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY, 2021, 16 (05) : 420 - 442
  • [22] Capital Structure Determinants among Construction Companies in South Korea: A Quantile Regression Approach
    Choi, Jae-Kyu
    Yoo, Seung-Kyu
    Kim, Ju-Hyung
    Kim, Jae-Jun
    JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING, 2014, 13 (01) : 93 - 100
  • [23] Reexamining Determinants of FDI Using Dynamic Panel Quantile Regression Analysis: Evidence of Korea
    Kim, Sang Hyuck
    Yang, Jae Hoon
    JOURNAL OF KOREA TRADE, 2014, 18 (04) : 29 - 46
  • [24] Determinants of Ecological Footprint: A Quantile Regression Approach
    Ozcan, Kubra Akyol
    SYSTEMS, 2024, 12 (02):
  • [25] Determinants of House Prices: A Quantile Regression Approach
    Zietz, Joachim
    Zietz, Emily Norman
    Sirmans, G. Stacy
    JOURNAL OF REAL ESTATE FINANCE AND ECONOMICS, 2008, 37 (04): : 317 - 333
  • [26] Determinants of mortgage pricing: A quantile regression analysis
    Al-Bahrani, Abdullah
    Su, Qing
    JOURNAL OF HOUSING ECONOMICS, 2015, 30 : 77 - 85
  • [27] Determinants of share repurchases: A quantile regression approach
    Chasiotis, Ioannis
    Georgantopoulos, Andreas G.
    Eriotis, Nikolaos
    ECONOMICS AND BUSINESS LETTERS, 2021, 10 (01): : 27 - 36
  • [28] Determinants of Pay in the NHL A Quantile Regression Approach
    Vincent, Claude
    Eastman, Byron
    JOURNAL OF SPORTS ECONOMICS, 2009, 10 (03) : 256 - 277
  • [29] Determinants of House Prices: A Quantile Regression Approach
    Joachim Zietz
    Emily Norman Zietz
    G. Stacy Sirmans
    The Journal of Real Estate Finance and Economics, 2008, 37 : 317 - 333
  • [30] DETERMINANTS OF CAPITAL STRUCTURE: A QUANTILE REGRESSION ANALYSIS
    Aviral, Kumar Tiwari
    Raveesh, Krishnankutty
    STUDIES IN BUSINESS AND ECONOMICS, 2015, 10 (01) : 16 - 34
12345