Type | Journal Article - International Journal of Basic Sciences & Applied Research |
Title | Using Polytomous Response Models on Energy Data-with examples from Nepal |
Author(s) | |
Volume | 6 |
Issue | 1 |
Publication (Day/Month/Year) | 2017 |
Page numbers | 1-10 |
URL | http://www.isicenter.org/fulltext/paper-22012017124716.pdf |
Abstract | This study is based on data collected from two sample surveys of 300 households of normal users and 400 households of biogas users. Detailed information of energy consumption pattern of altogether 700 rural households is given here. Classification of energy data on Likert scale has ensured the reduction in ambiguity of response of the interviewee. Pretesting of the questionnaire and trainings to the interviewer ensured the quality of data collected. The resulting categorical data are modeled here by polytomous models. This has resulted in minute analysis of dynamics of change of various variables governing the pattern of energy consumption in normal users and biogas users. These variables are namely time spent in the collection of firewood, type of house, amount of firewood saved, time saved, employer and school located within 15 min distance. Odds ratio and relative risks are used in quantifying the impact of change with respect to energy consumption. Several benefits related to a switch over to biogas including reduction in greenhouse gas emission have been analyzed. Thus evidence based analysis of dynamics of improvement in lives of people when biogas is used as an energy source for cooking is done. Such studies are very crucial for country like Nepal which lacks a strong backbone of accurate and regularly updated official records. The results obtained here are not only specific to Nepal but can also be generalized to other least developed country in Asia and Africa. |
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