Household Fuel Choice in Urban Kenya: A Multinomial Logit Analysis

D. Waweru, naftaly mose
{"title":"Household Fuel Choice in Urban Kenya: A Multinomial Logit Analysis","authors":"D. Waweru, naftaly mose","doi":"10.2478/fiqf-2022-0011","DOIUrl":null,"url":null,"abstract":"Abstract This study applied a logistic regression model to determine the odds ratio of selecting clean versus unclean energy as the main household fuel choice. This study also undertook to establish the coefficients of the factors determining household fuel energy choice. A large microeconomic dataset from KIPPRA’s comprehensive study and analysis on fuel use patterns in Kenya (2010) was employed to carry out the analysis. This study employed a multinomial logit regression model to determine the fuel choices and patterns of cooking fuels in urban Kenyan households. The results showed that in addition to income, there are several socio-demographic factors such as education, gender, and age that were important in determining household fuel choice. To encourage clean fuel use, the authorities should carry out public education campaigns, and ensure the availability of these fuels in all areas to avoid harmful effects of biomass fuels and kerosene, and more modern and efficient appliances should be made available at affordable rates to ensure more efficient use of these forms of clean energy.","PeriodicalId":213695,"journal":{"name":"Financial Internet Quarterly","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Financial Internet Quarterly","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2478/fiqf-2022-0011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Abstract This study applied a logistic regression model to determine the odds ratio of selecting clean versus unclean energy as the main household fuel choice. This study also undertook to establish the coefficients of the factors determining household fuel energy choice. A large microeconomic dataset from KIPPRA’s comprehensive study and analysis on fuel use patterns in Kenya (2010) was employed to carry out the analysis. This study employed a multinomial logit regression model to determine the fuel choices and patterns of cooking fuels in urban Kenyan households. The results showed that in addition to income, there are several socio-demographic factors such as education, gender, and age that were important in determining household fuel choice. To encourage clean fuel use, the authorities should carry out public education campaigns, and ensure the availability of these fuels in all areas to avoid harmful effects of biomass fuels and kerosene, and more modern and efficient appliances should be made available at affordable rates to ensure more efficient use of these forms of clean energy.
肯尼亚城市居民燃料选择:一个多项逻辑分析
摘要本研究运用逻辑回归模型来确定清洁能源与不清洁能源作为主要家庭燃料选择的比值比。本研究也着手建立决定家庭燃料能源选择因素的系数。本文采用了KIPPRA对肯尼亚燃料使用模式的综合研究和分析(2010年)的大型微观经济数据集进行分析。本研究采用多项逻辑回归模型,以确定燃料的选择和模式的烹饪燃料在肯尼亚城市家庭。结果表明,除了收入之外,还有一些社会人口因素,如教育、性别和年龄,在决定家庭燃料选择方面也很重要。为了鼓励使用清洁燃料,当局应开展公共教育运动,并确保在所有地区提供这些燃料,以避免生物质燃料和煤油的有害影响,并应以负担得起的价格提供更现代和有效的器具,以确保更有效地利用这些形式的清洁能源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信