Application of Panel Regression Model in Gender Studies in East Java

P. Sihombing, A. M. Arsani, I. G. H. Prayasta, Ida Ayu Candrawati
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Abstract

Gender inequality remains one of the exciting issues to discuss. The role of women in social and economic continues to increase from year to year. This study aims to see the effect of the Gender Empowerment Index (GEI), Gender Development Index (GDI), and poverty rate on the Gender Inequality Index (GII) in East Java. Data sourced from the BPS-Statistics Indonesia of East Java Province for the 2018-2020 period. The statistical method used was multiple linear regression with panel data. Based on panel model testing, the random model is the best. Simultaneously, all variables affect the GII. Partially, GEI and GDI have a significant negative effect on GII. On the other hand, the percentage of poor people has a significant positive effect on GII. Based on the results of this study, comprehensive policies related to macro-social economics are needed so that the level of GII continues to decline.
小组回归模型在东爪哇性别研究中的应用
性别不平等仍然是令人兴奋的讨论议题之一。妇女在社会和经济中的作用逐年增加。本研究旨在了解东爪哇省的性别赋权指数(GEI)、性别发展指数(GDI)和贫困率对性别不平等指数(GII)的影响。数据来源于东爪哇省 2018-2020 年的印度尼西亚统计局(BPS-Statistics Indonesia)。采用的统计方法是面板数据多元线性回归。根据面板模型检验,随机模型是最好的。同时,所有变量都会影响 GII。部分情况下,GEI 和 GDI 对 GII 有显著的负面影响。另一方面,贫困人口比例对 GII 有显著的正向影响。根据本研究的结果,需要制定与宏观社会经济相关的综合政策,以继续降低 GII 水平。
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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