Jurnal Ekonomi Kuantitatif Terapan
2019: Vol. 12, No.2, Agustus 2019 (pp. 111-247)

Memodelkan Indeks Pembangunan Manusia Provinsi Bali dengan Regresi Data Panel

Eka N Kencana (Unknown)



Article Info

Publish Date
25 Jun 2019

Abstract

This study is aimed to model Human Development Index (HDI) of Bali Province by applying panel data regression (PDR). HDI’s data of nine cities in Province of Bali for period 2009–2014 were used to demonstrate the ability of PDR to model. This research is directed to (1) determine which panel data regression model – Common Effect Model (CEM) vs Fixed Effect Model (FEM) – is more accurate to model the HDI’s data; and (2) to determine variable(s) that significantly affect the HDI’s. By utilizing 17 variables that are obtained from Statistics Office (BPS) of Bali, best model is developed. We concluded that FEM is more accurate than CEM in modelling HDI’s of Bali Province with coefficient of determination as much as 94.7 percent. In addition, two out of 17 variables i.e. the average length of time schooling and life expectancy proved significantly affect the HDI’s for all of cities in the Province of Bali. Keywords: HDI, life expectancy, panel data, time schooling. JEL Classification: O150, C510, C520.

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Journal Info

Abbrev

jekt

Publisher

Subject

Economics, Econometrics & Finance

Description

Jurnal Ekonomi Kuantitatif Terapan is an academic journal focused on publishing empirical research papers, with a particular emphasis on the use of quantitative analysis tools—such as econometrics, parametric and non-parametric statistics, descriptive statistics, input-output analysis, computable ...