Regression Models for Spatial Data: An Example from Gross Domestic Regional Bruto in Province Central Java
The important role of a region's transportation infrastructure strongly affects the economic growth of the region and tends to affect the surrounding areas. The effect is called spillover effect. The aim of the research was to recognize the direct effect and spillover effect (indirect) of trans...
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| Format: | UMS Journal (OJS) |
| Language: | eng |
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Muhammadiyah University Press
2017
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| Online Access: | https://journals.ums.ac.id/index.php/JEP/article/view/4660 |
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| author | Karim, Abdul Faturohman, Akhmad Suhartono, Suhartono Prastyo, Dedy Dwi Manfaat, Budi |
| author_facet | Karim, Abdul Faturohman, Akhmad Suhartono, Suhartono Prastyo, Dedy Dwi Manfaat, Budi |
| author_sort | Karim, Abdul |
| collection | OJS |
| description | The important role of a region's transportation infrastructure strongly affects the economic growth of the region and tends to affect the surrounding areas. The effect is called spillover effect. The aim of the research was to recognize the direct effect and spillover effect (indirect) of transportation infrastructure on the economic growth in Central Java. To identify the spillover effects, it is necessary to recognize the different characteristics of each region which have the implications on the various transportation infrastructures at each region in Central Java. Therefore, the spatial modeling was conducted. In this study, the spatial modeling employed was Spatial Durbin Error Model (SDEM). The SDEM is another form of Spatial Error Model (SEM). It does not allow for lag effects of endogenous variables, but it allows for spatial error and spatial lag on exogenous variables in which it simplifies the interpretations on direct effects and spillover effect. According to SDEM estimates, the transportation infrastructures at the districts/municipalities in Central Java had no significant effect on the outputs at each region where the infrastructures were located and their neighboring districts/cities |
| format | UMS Journal (OJS) |
| id | oai:ojs2.journals.ums.ac.id:article-4660 |
| institution | Universitas Muhammadiyah Surakarta |
| language | eng |
| publishDate | 2017 |
| publisher | Muhammadiyah University Press |
| record_format | ojs |
| spelling | oai:ojs2.journals.ums.ac.id:article-4660 Regression Models for Spatial Data: An Example from Gross Domestic Regional Bruto in Province Central Java Karim, Abdul Faturohman, Akhmad Suhartono, Suhartono Prastyo, Dedy Dwi Manfaat, Budi Spatial Durbin Error Model; Spatial Error Model; Spatial Econometrics; Transportation Infrastructure; Growth Economics R11;R12;F43; C21 The important role of a region's transportation infrastructure strongly affects the economic growth of the region and tends to affect the surrounding areas. The effect is called spillover effect. The aim of the research was to recognize the direct effect and spillover effect (indirect) of transportation infrastructure on the economic growth in Central Java. To identify the spillover effects, it is necessary to recognize the different characteristics of each region which have the implications on the various transportation infrastructures at each region in Central Java. Therefore, the spatial modeling was conducted. In this study, the spatial modeling employed was Spatial Durbin Error Model (SDEM). The SDEM is another form of Spatial Error Model (SEM). It does not allow for lag effects of endogenous variables, but it allows for spatial error and spatial lag on exogenous variables in which it simplifies the interpretations on direct effects and spillover effect. According to SDEM estimates, the transportation infrastructures at the districts/municipalities in Central Java had no significant effect on the outputs at each region where the infrastructures were located and their neighboring districts/cities Muhammadiyah University Press 2017-12-20 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://journals.ums.ac.id/index.php/JEP/article/view/4660 10.23917/jep.v18i2.4660 Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi dan Pembangunan; Vol 18, No 2 (2017): JEP 2017; 213-224 2460-9331 1411-6081 eng https://journals.ums.ac.id/index.php/JEP/article/view/4660/3584 Copyright (c) 2017 Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi dan Pembangunan https://creativecommons.org/licenses/by/4.0 |
| spellingShingle | Spatial Durbin Error Model; Spatial Error Model; Spatial Econometrics; Transportation Infrastructure; Growth Economics R11;R12;F43; C21 Karim, Abdul Faturohman, Akhmad Suhartono, Suhartono Prastyo, Dedy Dwi Manfaat, Budi Regression Models for Spatial Data: An Example from Gross Domestic Regional Bruto in Province Central Java |
| title | Regression Models for Spatial Data: An Example from Gross Domestic Regional Bruto in Province Central Java |
| title_full | Regression Models for Spatial Data: An Example from Gross Domestic Regional Bruto in Province Central Java |
| title_fullStr | Regression Models for Spatial Data: An Example from Gross Domestic Regional Bruto in Province Central Java |
| title_full_unstemmed | Regression Models for Spatial Data: An Example from Gross Domestic Regional Bruto in Province Central Java |
| title_short | Regression Models for Spatial Data: An Example from Gross Domestic Regional Bruto in Province Central Java |
| title_sort | regression models for spatial data an example from gross domestic regional bruto in province central java |
| topic | Spatial Durbin Error Model; Spatial Error Model; Spatial Econometrics; Transportation Infrastructure; Growth Economics R11;R12;F43; C21 |
| topic_facet | Spatial Durbin Error Model; Spatial Error Model; Spatial Econometrics; Transportation Infrastructure; Growth Economics R11;R12;F43; C21 |
| url | https://journals.ums.ac.id/index.php/JEP/article/view/4660 |
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