多项式logistic回归
中国
经济
测量数据收集
家庭收入
民族
地理
政治学
数学
计算机科学
统计
机器学习
考古
法学
作者
Wanglin Ma,Hongyun Zheng,Binlei Gong
标识
DOI:10.1016/j.eneco.2022.105851
摘要
This paper investigates the associations between rural income growth, ethnic differences, and household cooking fuel choice, using the 2016 China Labor-force Dynamics Survey data. We consider the presence of fuel-stacking behavior (using multiple fuels) among survey households and categorize cooking fuels into clean fuels, non-clean fuels, and mixed fuels. Data collected from 6461 rural households are estimated using a multinomial logit model. Findings suggest that relative to households at the lowest income quintile 1, those at the income quintiles 2–5 are more likely to use clean fuels but are less likely to use non-clean fuels for cooking, and the magnitudes of the effects increase across the income quintiles. Compared with the majority Han Chinese households, ethnic minority households are more likely to use mixed fuels but are less likely to use clean fuels for cooking. Only those ethnic minority households at the highest income level (quintile 5) appear to be more likely to use clean cooking fuels.
科研通智能强力驱动
Strongly Powered by AbleSci AI