The dynamics of multidimensional educational poverty

{"title":"The dynamics of multidimensional educational poverty","authors":"","doi":"10.1016/j.dsm.2024.03.004","DOIUrl":null,"url":null,"abstract":"<div><div>Education is a cornerstone in promoting the overall welfare of individuals and plays a pivotal role in shaping their lives. As the developing world grapples with the multifaceted challenges of poverty, there is a growing emphasis on evaluating poverty from a multidimensional perspective. Therefore, this study estimates the educational poverty index (EPI). To construct the EPI, Alkire and Foster’s methodology was used with data from the Pakistan Panel Household Survey. We also estimated the dynamics of educational poverty using logistic regression. The results show that the EPI declined from 0.24 in 2001 to 0.21 in 2010. Similarly, the intensity decreased from 0.42 to 0.30. However, the incidence of educational poverty increased from 0.58 to 0.69. At the provincial level, there was a reduction in educational poverty and intensity across all provinces. However, the rate of decline in the EPI and intensity was comparatively higher in Baluchistan than in other provinces. Most of the population belonged to the transitory poor category (0.47). Other dynamic factors such as the household head’s age, education, family size, disability, and land acres also play vital roles in moving into or out of poverty. Our study reveals numerous dimensions that can increase household educational poverty. The government should be vigilant while preparing the policy and must consider the multiple dimensions of a household to eradicate educational poverty.</div></div>","PeriodicalId":100353,"journal":{"name":"Data Science and Management","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Data Science and Management","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S266676492400016X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

Education is a cornerstone in promoting the overall welfare of individuals and plays a pivotal role in shaping their lives. As the developing world grapples with the multifaceted challenges of poverty, there is a growing emphasis on evaluating poverty from a multidimensional perspective. Therefore, this study estimates the educational poverty index (EPI). To construct the EPI, Alkire and Foster’s methodology was used with data from the Pakistan Panel Household Survey. We also estimated the dynamics of educational poverty using logistic regression. The results show that the EPI declined from 0.24 in 2001 to 0.21 in 2010. Similarly, the intensity decreased from 0.42 to 0.30. However, the incidence of educational poverty increased from 0.58 to 0.69. At the provincial level, there was a reduction in educational poverty and intensity across all provinces. However, the rate of decline in the EPI and intensity was comparatively higher in Baluchistan than in other provinces. Most of the population belonged to the transitory poor category (0.47). Other dynamic factors such as the household head’s age, education, family size, disability, and land acres also play vital roles in moving into or out of poverty. Our study reveals numerous dimensions that can increase household educational poverty. The government should be vigilant while preparing the policy and must consider the multiple dimensions of a household to eradicate educational poverty.
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多层面教育贫困的动态变化
教育是促进个人整体福祉的基石,在塑造个人生活方面发挥着关键作用。随着发展中世界努力应对贫困带来的多方面挑战,从多维角度评估贫困问题日益受到重视。因此,本研究估算了教育贫困指数(EPI)。为了构建教育贫困指数,我们采用了 Alkire 和 Foster 的方法,并使用了巴基斯坦面板家庭调查的数据。我们还利用逻辑回归估算了教育贫困的动态变化。结果显示,教育贫困指数从 2001 年的 0.24 降至 2010 年的 0.21。同样,强度也从 0.42 降至 0.30。然而,教育贫困发生率却从 0.58 上升到 0.69。在省一级,所有省份的教育贫困率和贫困程度都有所下降。然而,俾路支省的教育贫困指数和教育贫困程度的下降率相对高于其他省份。大部分人口属于过渡性贫困人口(0.47)。其他动态因素,如户主的年龄、教育程度、家庭规模、残疾程度和土地亩数等,也对陷入或摆脱贫困起着至关重要的作用。我们的研究揭示了许多可能加剧家庭教育贫困的因素。政府在制定政策时应保持警惕,必须考虑到家庭的多个方面,以消除教育贫困。
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