Journal of Regional and Rural Development Planning
Vol. 8 No. 1 (2024): Journal of Regional and Rural Development Planning (Jurnal Perencanaan Pembangu

Penerapan Geographically Weighted Panel Regression dan Data Envelopment Analysis dalam Pemodelan Kemiskinan di Kalimantan Timur

Azkiya, Azka Al (Unknown)
Angraini, Yenni (Unknown)
Anisa, Rahma (Unknown)



Article Info

Publish Date
14 May 2024

Abstract

Indonesia currently still needs to focus on achieving sustainable development goals agreed by all countries in the world. Indonesia presently ranks 82nd out of 163 nations in terms of SDG accomplishment, indicating that there is still plenty of potential for improvement. One of the goals that hasn't been accomplished is ‘no poverty’. Regarding the poverty cases, among all province in Indonesia, East Kalimantan is important to be analyzed, because Penajam Paser Utara and Kutai Kartanegara in East Kalimantan are scheduled to become Indonesia's next capital, Nusantara. The goal of this research is to investigate the variables that influence poverty in East Kalimantan and determine the effectiveness of poverty alleviation in the regencies/cities in East Kalimantan. This research used indicator data of poverty from 2019-2021 retrieved from Statistics Indonesia. This research use spatial panel data analysis regression method or Geographically Weighted Panel Regression (GWPR) and Data Envelopment Analysis (DEA). In GWPR model, this research compared adaptive gaussian, adaptive bisquare, adaptive exponential, fixed gaussian, fixed bisquare, and fixed exponential kernel. The findings of this investigation revealed that fixed exponential is the kernel that has lowest AIC and the highest adj-????2. The variables that determine poverty of regencies/cities in East Kalimantan are expenditure per capita, life expectancy, and number of village with higher education facilities. Furthermore, according to DEA, only three cities were effective in addressing poverty: Mahakam Ulu, Paser, and Penajam Paser Utara.

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Journal Info

Abbrev

p2wd

Publisher

Subject

Humanities Civil Engineering, Building, Construction & Architecture Economics, Econometrics & Finance Environmental Science Social Sciences

Description

JP2WD covers topics related to regional science, regional and/or rural planning, regional economics, spatial and environmental planning, regional information system, community development, and public policy. Emphasis are placed on issues related to rural development in developing and middle-income ...