East Java Human Development Index Modeling with Spatial Regression Approach
- https://doi.org/10.2991/icss-18.2018.312How to use a DOI?
- AIC; HDI; spatial regression
The success of the development of the quality of life in a country or region can be measured through an indicator called Human Development Index (HDI). HDI is formed by three basic dimensions, namely a long and healthy life, knowledge, and decent standard of living. Since 2010 East Java Province has an HDI value that continues increasing from year to year. East Java Province's HDI in 2016 reached 0.6974 or increased by 6.71% from the 2015 HDI. The purpose of this study is modeling the factors that are expected influencing HDI districts/cities of East Java Province 2016, namely per capita expenditure, morbidity, percentage of poor people and mean years of schooling. The analysis was carried out using a spatial regression approach. The results of the analysis obtained that the variables that significantly influence HDI discticts/cities of East Java Province in 2016 are per capita expenditure, the percentage of poor people and mean years of schooling. Modeling with spatial error regression results better when compared with spatial lag regression, because the spatial error regression model has a lower AIC(Akaike Information Criterion), which is 114.63, while the spatial lag regression is 119.98
- © 2018, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Wara Pramesti AU - Artanti Indrasetianingsih PY - 2018/10 DA - 2018/10 TI - East Java Human Development Index Modeling with Spatial Regression Approach BT - Proceedings of the 1st International Conference on Social Sciences (ICSS 2018) PB - Atlantis Press SP - 1494 EP - 1498 SN - 2352-5398 UR - https://doi.org/10.2991/icss-18.2018.312 DO - https://doi.org/10.2991/icss-18.2018.312 ID - Pramesti2018/10 ER -