Factors behind Access to Latrine in India:An Application of Multinomial Logistic Regression Model

Abhijit Ghosh, Mukesh
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引用次数: 1

Abstract

This paper attempts to find out the factors that influence the owning of a latrine. For this purpose, unit level NSSO data of 69 th round, collected exclusively to get an idea of this, has been used. On the extracted unit data, Multinomial Logistic Regression Model has been applied. Different sets of socio-economic and governance indicators are chosen as the predictors. Based on the available questions, the type of latrine has been divided into three categories-latrine exclusively use for household. Second one clubs different types of latrines to form as fixed point latrines. The third one is categorised as no latrine. In running MLR, no latrine is considered as reference category. All the predictors, starting from religion, region, location, caste and economic conditions have positive and significant impact on owning a latrine. Therefore, the latrine problem, usually being typed as only traditional and cultural problem, needs to look from holistic angle and it is recommended that while designing public policy all these factors are considered to mitigate the problem.
印度厕所使用背后的因素:多项逻辑回归模型的应用
本文试图找出影响拥有厕所的因素。为此,我们使用了第69轮的单位NSSO数据,该数据是专门为了解这一点而收集的。对提取的单位数据,采用多项逻辑回归模型。选择不同的社会经济和治理指标作为预测指标。根据现有的问题,将厕所类型分为三类:专门供家庭使用的厕所。第二种是将不同类型的厕所组成定点厕所。第三个被归类为没有厕所。在运行MLR时,没有厕所被视为参考类别。从宗教、地区、位置、种姓和经济条件开始,所有的预测因素都对拥有厕所有积极而显著的影响。因此,厕所问题,通常只被归类为传统和文化问题,需要从整体的角度来看,建议在设计公共政策时考虑所有这些因素,以缓解问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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