Spatial analysis of factors influencing Gross Regional Domestic Product (GRDP) in East Java: a spatial durbin error model analysis

Kholifia, Nadia; Rahardjo, Swasono; Muksar, M; Atikah, Nur; Afifah, Dyah Laillyzatul

doi:10.1088/1742-6596/1918/4/042044

Cited by 3 publications

(2 citation statements)

References 5 publications

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“…GRDP of the Agricultural Sector (Sulistyowati et al, 2020) partially has a positive and significant effect on the Human Development Index (HDI) in West Sulawesi Province. GRDP as an indicator of economic growth (Kholifia et al, 2021;Syaraswati et al, 2017) can increase people's welfare as indicated by the Human Development Index (HDI). It is because economic development guarantees increased productivity (Beck et al, 2018;Borcan et al, 2018;Teignier, 2018) and increased income through job creation.…”

Section: Introductionmentioning

confidence: 99%

Analysis of the Influence Factors of the Human Development Index in Padang City, West Sumatra

Suryani,

Rudy Rinaldy

2023

Econ. Bus. Account. Soc. Rev

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This article aims to analyze the influence of GRDP, Life Expectancy, Average Length of School and Number of Poor Population in the 2018-2022 period on the Human Development Index (HDI) of Padang City, West Sumatra Province. The type of data used comes from the Padang City Central Statistics Agency (BPS), West Sumatra Central Statistics Agency (BPS) and Bank Indonesia (BI). While research supporting data also comes from various national and international journals as well as references related to research topics. Data analysis is the Ordinary Least Square (OLS) method, namely multiple regression analysis. The results of the study show that GRDP, life expectancy and average length of schooling are indicators that have a positive and significant impact on the Human Development Index in Padang City, West Sumatra Province. Meanwhile, the indicator for the Number of Poor Population is an indicator that has a negative and significant effect on the Human Development Index. The indicator that has the most dominant effect is the average length of schooling with a standardized coefficient beta of 1.127.

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Section: Introductionmentioning

confidence: 99%

Analysis of the Influence Factors of the Human Development Index in Padang City, West Sumatra

Suryani,

Rudy Rinaldy

2023

Econ. Bus. Account. Soc. Rev

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“…GRDP calculation is a very important part in macroeconomics, especially regarding the economic analysis of a region [2] [3]. GRDP can measure the rate of economic growth [4]. Based on data from the Central Statistics Agency (BPS), Indonesia's economic growth in the second quarter of 2022 reached 5.44% (y-o-y).…”

Section: Introductionmentioning

confidence: 99%

Application of Multistage Clustering for Mapping Economic Potential in East Java Province

Susetyoko,

Satriyanto,

Fadliana

et al. 2023

kursor

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This study aims to map the economic potential in East Java Province based on GRDP according to business field category. Multistage clustering is a method developed for outlier data and datasets with large variance. Multistage clustering is a combination of Ordering Points to Identify the Clustering Structure (OPTICS) and K-Means. The first stage was grouped using OPTICS. The outlier data resulting from the clustering stage is used as a dataset in the second stage using K-Means. The performance of this method is compared with several other methods, namely: K-Means, DBSCAN â€“ K-Means, Agglomerative, Fuzzy C-Means (FCM), Possibilistic C-Means (PCM), and Fuzzy Possibilistic C-Means (FPCM) based on the characteristics of the Silhouette score and Davies-Bouldin score. Multistage clustering was chosen as the best method with a Silhouette score of 0.442 and Davies-Bouldin score of 0.388. With the Elbow method and the two metrics, the optimum number of clusters is 8 clusters. The results of this mapping method, the City of Surabaya forms a separate cluster which has the highest economic potential in 15 categories of business fields. Next Gresik, Pasuruan, Sidoarjo, and Probolinggo have the second highest economic potential with 10 categories of business fields ranking in the top 3.

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Spatial durbin error model (SDEM) panel data simultaneous equation analysis using generalized method of moment (GMM) for GRDP and unemployment in East Java

Afifah,

Rahardjo,

Kusumasari

et al. 2024

The 3RD INTERNATIONAL CONFERENCE ON MATHEMATICS AND ITS APPLICATIONS (ICOMATHAPP) 2022: The Latest Trends and Opportunities of

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Spatial analysis of factors influencing Gross Regional Domestic Product (GRDP) in East Java: a spatial durbin error model analysis

Cited by 3 publications

References 5 publications

Analysis of the Influence Factors of the Human Development Index in Padang City, West Sumatra

Analysis of the Influence Factors of the Human Development Index in Padang City, West Sumatra

Application of Multistage Clustering for Mapping Economic Potential in East Java Province

Spatial durbin error model (SDEM) panel data simultaneous equation analysis using generalized method of moment (GMM) for GRDP and unemployment in East Java

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