Analysis of Human Development Index in West Nusa Tenggara Province with Spatial Panel Model

Alfira Mulya Astuti, Afifurrahman Afifurrahman, Habibi Ratu Perwira Negara

Abstract


The purpose of this article is to examine the factors that influence the human development index (HDI) in West Nusa Tenggara using a spatial panel model. This research is crucial because it can analyze correlations between regions and is more efficient, informative, and effective in HDI modeling. The data structure is panel data, where observation units are the cities and regencies in West Nusa Tenggara Province for 2010 to 2022. A human development index serves as the dependent variable. The independent variables were per capita expenditure, average length of school, length of school expectations, and life expectancy. The Rook contiguity and the customized matrix (transportation routes) are used to examine geographical impacts. The results of the analysis indicate: 1) there are spatial linkages between districts and cities in West Nusa Tenggara; 2) the SAR Fixed Effect model is the most appropriate spatial model to model the human development index; 3) the human development index can be improved simultaneously by factors such as life expectancy, expected length of schooling, average length of schooling, and per capita expenditure; and 4) life expectancy is the main factor affecting the human development index.


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References


H. Sarkoro and Z. Zulfikar, “Dana alokasi khusus dan pendapatan asli daerah terhadap indeks pembangunan manusia (studi empiris pada pemerintah provinsi se-indonesia tahun 2012-2014),” Riset Akuntansi dan Keuangan Indonesia, vol. 1, pp. 54–63, 2016.

Y. Yolanda, “Analysis of factors affecting inflation and its impact on human development index and poverty in indonesia,” European Research Studies Journal, vol. XX, pp. 38–56, 2017.

T. BPS, “Indeks pembangunan manusia (human development index).”

F. Rayes, “Human development analysis: The role of demographic factors in west nusa tenggara in the period of 2013-2017,” 2019.

S. Sapurah, I. Gunartha, and N. Fitriyani, “Panel data regression analysis of human development index in west nusa tenggara province with fixed effect model,” Eigen Mathematics Journal, 2021.

R. Pramuja, N. Sari, Z. Arifin, M. Azizurrohman, and S. Supiandi, “Long- and short-term analysis on the human development index in west nusa tenggara,” Journal of Enterprise and Development, vol. 5, pp. 58–72, 2023.

B. Baltagi, “Econometric analysis of panel data,” John Wiley Sons, 2005.

A. Astuti, S. Setiawan, I. Zain, and J. Purnomo, “A review of panel data on spatial econometrics models,” J Phys Conf Ser. 1490, 2020.

A. Astuti, S. Setiawan, I. Zain, and J. Purnomo, “The extended algorithm for quasi maximum likelihood parameter estimation,” in In: AIP Conference Proceedings, 2021.

L. Anselin, “Spatial econometrics: Methods and models,” Springer Netherlands, 1988.

A. Astuti, S. Setiawan, I. Zain, and J. Purnomo, “A modified generalized estimating equation approach for simultaneous spatial durbin panel model: Case study of economic growth in asean countries,” Decision Science Letters, vol. 12, pp. 369–388, 2023.

J. LeSage, Applied Econometrics Using MATLAB. 1999.

I. Jaya and Y. Andriyana, “Analisis data spasial: Perspektif bayesian,” Alqaprint Jatinangor.

A. Elizabeth, The Human Development Index: A History. Amherst, 2007.

H. Makiko Ito, The Human Development Index: a search for a measure of human values. 2014.

A. Ramirez, G. Ranis, and F. Stewart, Economic Growth and Human Development. 1998.

D. Gujarati and D. Porter, Basic Econometrics. New York: The McGraw-Hill Companies, 2009.

B. Baltagi, Econometrics. New York: Springer, 2021.

G. L. J. H. Anselin, L., Spatial Panel Econometrics. In: The Econometrics of Panel Data. Berlin: Springer Netherlands, 2008.

Y. Edi, Quasi-maximum Likelihood untuk Regresi Panel Spasial (Studi Kasus: Laju Pertum-buhan Ekonomi). 2012.

P. R. LeSage, J.P., Introduction to Spatial Econometrics. New York: Taylor Francis Group, 2009.

S. Stakhovych and T. Bijmolt, “Specification of spatial models: A simulation study on weights matrices,” Papers in Regional Science, vol. 88, pp. 389–408, 2008.




DOI: http://dx.doi.org/10.12962/j24775401.v10i2.21957

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International Journal of Computing Science and Applied Mathematics by Pusat Publikasi Ilmiah LPPM, Institut Teknologi Sepuluh Nopember is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
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