A multivariate time series analysis using vector error correction models in explaining the relationship of financial inclusion and economic growth in the Philippines

For years, many have been interested to know about the relationship of financial inclusion and economic growth. Since FI is recognized as a multidimensional concept, this study found it necessary to apply strategies to have a comprehensive measure of FI for its different dimensions and use these to...

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Main Authors: Capili, Regine Alyana G., Mendoza, Claribel Jane
Format: text
Language:English
Published: Animo Repository 2022
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Online Access:https://animorepository.dlsu.edu.ph/etdb_math/10
https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=1010&context=etdb_math
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Institution: De La Salle University
Language: English
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spelling oai:animorepository.dlsu.edu.ph:etdb_math-10102022-07-13T04:39:15Z A multivariate time series analysis using vector error correction models in explaining the relationship of financial inclusion and economic growth in the Philippines Capili, Regine Alyana G. Mendoza, Claribel Jane For years, many have been interested to know about the relationship of financial inclusion and economic growth. Since FI is recognized as a multidimensional concept, this study found it necessary to apply strategies to have a comprehensive measure of FI for its different dimensions and use these to examine its relationship with economic growth, specifically with GDP growth rate. The Euclidean distance method proposed by earlier researchers was used to estimate the index for the usage and access dimensions of FI which were used to investigate the relationship of FI and GDP growth rate. This study identified the long-run and short-run relationship between the dimensions of FI and GDP growth rate in the Philippines from 2010-2017. According to the results of the Johansen’s Cointegration test, a cointegrating relationship was found to exist in the dimensions of FI and GDP growth rate. Since this was found to exist, the vector error correction model was used to model the variables and the said relationship wherein a significant long-run relationship was found when GDP growth rate and usage dimension were the target variables. These findings suggest that financial inclusion dimensions affect economic growth in the long-run. Furthermore, the constructed models of the relationship were also considered to have accurate forecasting capability for GDP growth rate and the dimensions of FI. 2022-07-11T07:00:00Z text application/pdf https://animorepository.dlsu.edu.ph/etdb_math/10 https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=1010&context=etdb_math Mathematics and Statistics Bachelor's Theses English Animo Repository Economic development--Philippines Financial services industry--Philippines Multivariate analysis Mathematics
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
language English
topic Economic development--Philippines
Financial services industry--Philippines
Multivariate analysis
Mathematics
spellingShingle Economic development--Philippines
Financial services industry--Philippines
Multivariate analysis
Mathematics
Capili, Regine Alyana G.
Mendoza, Claribel Jane
A multivariate time series analysis using vector error correction models in explaining the relationship of financial inclusion and economic growth in the Philippines
description For years, many have been interested to know about the relationship of financial inclusion and economic growth. Since FI is recognized as a multidimensional concept, this study found it necessary to apply strategies to have a comprehensive measure of FI for its different dimensions and use these to examine its relationship with economic growth, specifically with GDP growth rate. The Euclidean distance method proposed by earlier researchers was used to estimate the index for the usage and access dimensions of FI which were used to investigate the relationship of FI and GDP growth rate. This study identified the long-run and short-run relationship between the dimensions of FI and GDP growth rate in the Philippines from 2010-2017. According to the results of the Johansen’s Cointegration test, a cointegrating relationship was found to exist in the dimensions of FI and GDP growth rate. Since this was found to exist, the vector error correction model was used to model the variables and the said relationship wherein a significant long-run relationship was found when GDP growth rate and usage dimension were the target variables. These findings suggest that financial inclusion dimensions affect economic growth in the long-run. Furthermore, the constructed models of the relationship were also considered to have accurate forecasting capability for GDP growth rate and the dimensions of FI.
format text
author Capili, Regine Alyana G.
Mendoza, Claribel Jane
author_facet Capili, Regine Alyana G.
Mendoza, Claribel Jane
author_sort Capili, Regine Alyana G.
title A multivariate time series analysis using vector error correction models in explaining the relationship of financial inclusion and economic growth in the Philippines
title_short A multivariate time series analysis using vector error correction models in explaining the relationship of financial inclusion and economic growth in the Philippines
title_full A multivariate time series analysis using vector error correction models in explaining the relationship of financial inclusion and economic growth in the Philippines
title_fullStr A multivariate time series analysis using vector error correction models in explaining the relationship of financial inclusion and economic growth in the Philippines
title_full_unstemmed A multivariate time series analysis using vector error correction models in explaining the relationship of financial inclusion and economic growth in the Philippines
title_sort multivariate time series analysis using vector error correction models in explaining the relationship of financial inclusion and economic growth in the philippines
publisher Animo Repository
publishDate 2022
url https://animorepository.dlsu.edu.ph/etdb_math/10
https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=1010&context=etdb_math
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