Spatial Disparities in Human Development Index across the Districts of Pakistan: An ESDA Analysis

Noor Ahmed, Khurshed Iqbal, None Naseebullah, Ameer Muhammad Kasi
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Abstract

Pakistan is spatially a diverse state in terms of the location of its economic activities, and regional disparities in human development level have been a vital concern in its history. The article aims to analyze the distribution of the development index across 97 districts of Pakistan through exploratory spatial data analysis for periods 2004-05 and 2014-15. For this purpose, an augmented development index is constructed for measuring development levels across districts. The index consists of three sub-indexes of education, health, and household welfare level, with each index further consisting of five indicators. The findings of the study indicate positive global autocorrelation, thus indicating that a district with a high (low) is linked spatially with bordering districts that also have a high (low) Development level. The results also display the HH quadrant in the scatterplot of the development Index, which includes most districts of Punjab and KP, while LL illustrates a cluster of most districts from Interior Sindh and Balochistan for both the 2004-05 and 2014-15 periods. Overall, the findings demonstrate the twofold structure of Pakistan’s economic geography, as explained by most of the previous studies. Since the geography of development matters, it is recommended to reduce inequalities across districts by developing the social and economic institutions and infrastructure in Balochistan and Interior Sindh.
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巴基斯坦地区人类发展指数的空间差异:ESDA分析
就其经济活动的地点而言,巴基斯坦在空间上是一个多样化的国家,人类发展水平的区域差异在其历史上一直是一个至关重要的问题。本文旨在通过2004-05年和2014-15年的探索性空间数据分析,分析巴基斯坦97个地区的发展指数分布。为此目的,建立了一个扩大发展指数,以衡量各地区的发展水平。该指数由教育、健康和家庭福利水平三个分项指数组成,每个分项指数又由五个分项指数组成。研究结果表明,一个发展水平高(低)的地区与周边发展水平高(低)的地区在空间上存在联系。结果还显示了发展指数散点图中的HH象限,其中包括旁遮普省和KP的大多数地区,而LL象限显示了2004-05和2014-15期间信德省和俾路支省的大多数地区的集群。总体而言,研究结果证明了巴基斯坦经济地理的双重结构,正如之前大多数研究所解释的那样。由于发展的地理位置很重要,建议通过发展俾路支省和内省信德省的社会经济机构和基础设施来减少地区之间的不平等。
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