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Financial inclusion in Indonesia: data visualization and forecasting approach

This study investigates the spread of financial inclusion in Indonesians’ islands namely; Sumatera, Jawa, Bali and Nusa Tenggara and Kalimantan. This study focuses on physical and digital financial inclusion based on their spread per Kilometer square and per adults. The method applied is Neural Netw...

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Main Authors: Lacheheb, Zakaria, Lacheheb, Miloud
Format: Article
Language:English
Published: Empirical Economics Letters (EEL) 2023
Subjects:
HB131 Methodology.Mathematical economics. Quantitative methods
Online Access:http://irep.iium.edu.my/105233/7/105233_Financial%20inclusion%20in%20Indonesia.pdf
http://irep.iium.edu.my/105233/
http://www.eel.my100megs.com/
https://doi.org/10.5281/zenodo.7966913
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spelling my.iium.irep.1052332023-06-27T03:33:13Z http://irep.iium.edu.my/105233/ Financial inclusion in Indonesia: data visualization and forecasting approach Lacheheb, Zakaria Lacheheb, Miloud HB131 Methodology.Mathematical economics. Quantitative methods This study investigates the spread of financial inclusion in Indonesians’ islands namely; Sumatera, Jawa, Bali and Nusa Tenggara and Kalimantan. This study focuses on physical and digital financial inclusion based on their spread per Kilometer square and per adults. The method applied is Neural Network used for visualization and forecasting on 30 months ahead. The results indicate that Jawa has higher financial services compared with other islands, while Kalimantan recorded at lowest. The forecasting results indicate that, there is optimistic increase in the financial services in Indonesia but it is more on physical financial inclusion compared with the digital one. Empirical Economics Letters (EEL) 2023-05-24 Article PeerReviewed application/pdf en http://irep.iium.edu.my/105233/7/105233_Financial%20inclusion%20in%20Indonesia.pdf Lacheheb, Zakaria and Lacheheb, Miloud (2023) Financial inclusion in Indonesia: data visualization and forecasting approach. Empirical Economics Letters, 22 (3). pp. 27-38. ISSN 1681 8997 http://www.eel.my100megs.com/ https://doi.org/10.5281/zenodo.7966913
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic HB131 Methodology.Mathematical economics. Quantitative methods
spellingShingle HB131 Methodology.Mathematical economics. Quantitative methods
Lacheheb, Zakaria
Lacheheb, Miloud
Financial inclusion in Indonesia: data visualization and forecasting approach
description This study investigates the spread of financial inclusion in Indonesians’ islands namely; Sumatera, Jawa, Bali and Nusa Tenggara and Kalimantan. This study focuses on physical and digital financial inclusion based on their spread per Kilometer square and per adults. The method applied is Neural Network used for visualization and forecasting on 30 months ahead. The results indicate that Jawa has higher financial services compared with other islands, while Kalimantan recorded at lowest. The forecasting results indicate that, there is optimistic increase in the financial services in Indonesia but it is more on physical financial inclusion compared with the digital one.
format Article
author Lacheheb, Zakaria
Lacheheb, Miloud
author_facet Lacheheb, Zakaria
Lacheheb, Miloud
author_sort Lacheheb, Zakaria
title Financial inclusion in Indonesia: data visualization and forecasting approach
title_short Financial inclusion in Indonesia: data visualization and forecasting approach
title_full Financial inclusion in Indonesia: data visualization and forecasting approach
title_fullStr Financial inclusion in Indonesia: data visualization and forecasting approach
title_full_unstemmed Financial inclusion in Indonesia: data visualization and forecasting approach
title_sort financial inclusion in indonesia: data visualization and forecasting approach
publisher Empirical Economics Letters (EEL)
publishDate 2023
url http://irep.iium.edu.my/105233/7/105233_Financial%20inclusion%20in%20Indonesia.pdf
http://irep.iium.edu.my/105233/
http://www.eel.my100megs.com/
https://doi.org/10.5281/zenodo.7966913
_version_ 1769841838016954368
score 13.211869

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