ASEAN foreign trade analysis using dynamic panel data and simultaneous regression model
Modeling of foreign trade, especially between ASEAN countries, needs to be done to determine the effect of changes in factors affecting foreign trade in this case measured by the amount of Foreign Direct Investment (FDI) to the growth of Gross Domestic Product (Growth GDP), Exports and Imports. Ther...
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creator | Kusrini, Dwi Endah Wildani, Zakiatul Azizah, Nur |
description | Modeling of foreign trade, especially between ASEAN countries, needs to be done to determine the effect of changes in factors affecting foreign trade in this case measured by the amount of Foreign Direct Investment (FDI) to the growth of Gross Domestic Product (Growth GDP), Exports and Imports. Therefore, this study aims to review the simultaneous regression of panel data and dynamic panel data regression and analyze the results of modeling to get an idea of the influence between variables on short term and long term conditions on foreign trade in ASEAN. The study used two models: simultaneous regression modeling of panel data for FDI models, and dynamic panel data regression modeling for Export and Import. The results of simultaneous modeling of panel data for FDI show that there is an influence of Growth GDP, Degree of Openness and Labor Force on FDI on GDP with the goodness of fit model is 96.40%, and there is an influence of FDI on GDP, Gross Fixed Capital Formation on GDP and Balance of Trade on GDP Growth with determinant coefficient value is 88.29%, while the results of dynamic panel data modeling for exports and imports show that variables that have a significant positive effect on the ASEAN export model are Growth GDP, Real Effective Exchange Rate (REER) while gross fixed capital formation (GFCF) variables negatively affect. In addition, variables that have a significant positive effect on the ASEAN import model are Growth GDP and Real Effective Exchange Rate. The variable that provides the highest long-term elasticity to the import model is the Growth GDP variable. |
doi_str_mv | 10.1063/5.0117377 |
format | Conference Proceeding |
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Therefore, this study aims to review the simultaneous regression of panel data and dynamic panel data regression and analyze the results of modeling to get an idea of the influence between variables on short term and long term conditions on foreign trade in ASEAN. The study used two models: simultaneous regression modeling of panel data for FDI models, and dynamic panel data regression modeling for Export and Import. The results of simultaneous modeling of panel data for FDI show that there is an influence of Growth GDP, Degree of Openness and Labor Force on FDI on GDP with the goodness of fit model is 96.40%, and there is an influence of FDI on GDP, Gross Fixed Capital Formation on GDP and Balance of Trade on GDP Growth with determinant coefficient value is 88.29%, while the results of dynamic panel data modeling for exports and imports show that variables that have a significant positive effect on the ASEAN export model are Growth GDP, Real Effective Exchange Rate (REER) while gross fixed capital formation (GFCF) variables negatively affect. In addition, variables that have a significant positive effect on the ASEAN import model are Growth GDP and Real Effective Exchange Rate. The variable that provides the highest long-term elasticity to the import model is the Growth GDP variable.</description><identifier>ISSN: 0094-243X</identifier><identifier>EISSN: 1551-7616</identifier><identifier>DOI: 10.1063/5.0117377</identifier><identifier>CODEN: APCPCS</identifier><language>eng</language><publisher>Melville: American Institute of Physics</publisher><subject>Exports ; Foreign exchange rates ; GDP ; Goodness of fit ; Gross Domestic Product ; Imports ; International trade ; Modelling ; Regression models ; Variables</subject><ispartof>AIP conference proceedings, 2022, Vol.2668 (1)</ispartof><rights>Author(s)</rights><rights>2022 Author(s). Published by AIP Publishing.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2437-674f53c97996da7b10df5c2d10fedfed2448f6f84916acb5b460267a93cca9af3</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://pubs.aip.org/acp/article-lookup/doi/10.1063/5.0117377$$EHTML$$P50$$Gscitation$$H</linktohtml><link.rule.ids>309,310,314,780,784,789,790,794,4502,23921,23922,25131,27915,27916,76145</link.rule.ids></links><search><contributor>Siringoringo, Meiliyani</contributor><contributor>Hiyahara, Irfan Ashari</contributor><contributor>Nugroho, Rudy Agung</contributor><contributor>Wahidah</contributor><contributor>Allo, Veliyana Londong</contributor><contributor>Prangga, Surya</contributor><contributor>Munir, Rahmiati</contributor><creatorcontrib>Kusrini, Dwi Endah</creatorcontrib><creatorcontrib>Wildani, Zakiatul</creatorcontrib><creatorcontrib>Azizah, Nur</creatorcontrib><title>ASEAN foreign trade analysis using dynamic panel data and simultaneous regression model</title><title>AIP conference proceedings</title><description>Modeling of foreign trade, especially between ASEAN countries, needs to be done to determine the effect of changes in factors affecting foreign trade in this case measured by the amount of Foreign Direct Investment (FDI) to the growth of Gross Domestic Product (Growth GDP), Exports and Imports. Therefore, this study aims to review the simultaneous regression of panel data and dynamic panel data regression and analyze the results of modeling to get an idea of the influence between variables on short term and long term conditions on foreign trade in ASEAN. The study used two models: simultaneous regression modeling of panel data for FDI models, and dynamic panel data regression modeling for Export and Import. The results of simultaneous modeling of panel data for FDI show that there is an influence of Growth GDP, Degree of Openness and Labor Force on FDI on GDP with the goodness of fit model is 96.40%, and there is an influence of FDI on GDP, Gross Fixed Capital Formation on GDP and Balance of Trade on GDP Growth with determinant coefficient value is 88.29%, while the results of dynamic panel data modeling for exports and imports show that variables that have a significant positive effect on the ASEAN export model are Growth GDP, Real Effective Exchange Rate (REER) while gross fixed capital formation (GFCF) variables negatively affect. In addition, variables that have a significant positive effect on the ASEAN import model are Growth GDP and Real Effective Exchange Rate. The variable that provides the highest long-term elasticity to the import model is the Growth GDP variable.</description><subject>Exports</subject><subject>Foreign exchange rates</subject><subject>GDP</subject><subject>Goodness of fit</subject><subject>Gross Domestic Product</subject><subject>Imports</subject><subject>International trade</subject><subject>Modelling</subject><subject>Regression models</subject><subject>Variables</subject><issn>0094-243X</issn><issn>1551-7616</issn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2022</creationdate><recordtype>conference_proceeding</recordtype><recordid>eNp9kEtLAzEUhYMoWKsL_0HAnTA1j5mkWZZSHyC6UNFduM2jpMzLZEbovzelBXfChQOXj8PHQeiakhklgt9VM0Kp5FKeoAmtKlpIQcUpmhCiyoKV_OscXaS0JYQpKecT9Ll4Wy1esO-iC5sWDxGsw9BCvUsh4TGFdoPtroUmGNxD62psYYBMWJxCM9ZD_nVjwtFtokspdC1uOuvqS3TmoU7u6phT9HG_el8-Fs-vD0_LxXNhsowshCx9xY2SSgkLck2J9ZVhlhLvbD5WlnMv_LxUVIBZV-tSECYkKG4MKPB8im4OvX3svkeXBr3txpj9k2aScbEvYJm6PVDJhAGGbKn7GBqIO02J3g-nK30c7j_4p4t_oO6t57-a1W8J</recordid><startdate>20221011</startdate><enddate>20221011</enddate><creator>Kusrini, Dwi Endah</creator><creator>Wildani, Zakiatul</creator><creator>Azizah, Nur</creator><general>American Institute of Physics</general><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope></search><sort><creationdate>20221011</creationdate><title>ASEAN foreign trade analysis using dynamic panel data and simultaneous regression model</title><author>Kusrini, Dwi Endah ; Wildani, Zakiatul ; Azizah, Nur</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2437-674f53c97996da7b10df5c2d10fedfed2448f6f84916acb5b460267a93cca9af3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Exports</topic><topic>Foreign exchange rates</topic><topic>GDP</topic><topic>Goodness of fit</topic><topic>Gross Domestic Product</topic><topic>Imports</topic><topic>International trade</topic><topic>Modelling</topic><topic>Regression models</topic><topic>Variables</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kusrini, Dwi Endah</creatorcontrib><creatorcontrib>Wildani, Zakiatul</creatorcontrib><creatorcontrib>Azizah, Nur</creatorcontrib><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kusrini, Dwi Endah</au><au>Wildani, Zakiatul</au><au>Azizah, Nur</au><au>Siringoringo, Meiliyani</au><au>Hiyahara, Irfan Ashari</au><au>Nugroho, Rudy Agung</au><au>Wahidah</au><au>Allo, Veliyana Londong</au><au>Prangga, Surya</au><au>Munir, Rahmiati</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>ASEAN foreign trade analysis using dynamic panel data and simultaneous regression model</atitle><btitle>AIP conference proceedings</btitle><date>2022-10-11</date><risdate>2022</risdate><volume>2668</volume><issue>1</issue><issn>0094-243X</issn><eissn>1551-7616</eissn><coden>APCPCS</coden><abstract>Modeling of foreign trade, especially between ASEAN countries, needs to be done to determine the effect of changes in factors affecting foreign trade in this case measured by the amount of Foreign Direct Investment (FDI) to the growth of Gross Domestic Product (Growth GDP), Exports and Imports. Therefore, this study aims to review the simultaneous regression of panel data and dynamic panel data regression and analyze the results of modeling to get an idea of the influence between variables on short term and long term conditions on foreign trade in ASEAN. The study used two models: simultaneous regression modeling of panel data for FDI models, and dynamic panel data regression modeling for Export and Import. The results of simultaneous modeling of panel data for FDI show that there is an influence of Growth GDP, Degree of Openness and Labor Force on FDI on GDP with the goodness of fit model is 96.40%, and there is an influence of FDI on GDP, Gross Fixed Capital Formation on GDP and Balance of Trade on GDP Growth with determinant coefficient value is 88.29%, while the results of dynamic panel data modeling for exports and imports show that variables that have a significant positive effect on the ASEAN export model are Growth GDP, Real Effective Exchange Rate (REER) while gross fixed capital formation (GFCF) variables negatively affect. In addition, variables that have a significant positive effect on the ASEAN import model are Growth GDP and Real Effective Exchange Rate. The variable that provides the highest long-term elasticity to the import model is the Growth GDP variable.</abstract><cop>Melville</cop><pub>American Institute of Physics</pub><doi>10.1063/5.0117377</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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language | eng |
recordid | cdi_scitation_primary_10_1063_5_0117377 |
source | AIP Journals |
subjects | Exports Foreign exchange rates GDP Goodness of fit Gross Domestic Product Imports International trade Modelling Regression models Variables |
title | ASEAN foreign trade analysis using dynamic panel data and simultaneous regression model |
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