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All Journal Prosiding Seminar Nasional Official Statistics Journal of Applied Economics in Developing Countries
Yudistira, Muhammad Rizki
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Humanities Computer Science & IT Economics, Econometrics & Finance Social Sciences

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Pengelompokan Kabupaten/Kota di Indonesia Berdasarkan Indikator Teknologi Informasi dan Komunikasi Menggunakan Metode K-Means Yudistira, Muhammad Rizki; Maulana, Rifki
Seminar Nasional Official Statistics Vol 2025 No 1 (2025): Seminar Nasional Official Statistics 2025
Publisher : Politeknik Statistika STIS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34123/semnasoffstat.v2025i1.2424

Abstract

The development of Information and Communication Technology (ICT) in Indonesia continues to show positive trends, yet regional disparities remain a significant challenge. This study aims to cluster regencies and municipalities in Indonesia based on ICT development indicators using the non-hierarchical K-Means clustering method. The data were derived from the 2024 SUSENAS survey, using four key variables: mobile phone ownership, computer literacy, internet usage, and average years of schooling. The analysis identified three major clusters with varying ICT development characteristics. The highest-performing cluster is dominated by urban areas, while the lowest-performing cluster is concentrated in eastern Indonesia. These findings highlight a significant digital divide, indicating the need for affirmative policies to promote equitable access, usage, and digital skills development across the country.
Covid 19 Impact To Regional Economic Growth And International Trade In Indonesia Junaidi, Eddy; Jannah, Miftakhul; Subhi, Khusnudin Tri; Yudistira, Muhammad Rizki
Journal of Applied Economics in Developing Countries Vol 5, No 1 (2020): Journal of Applied Economics in Developing Countries
Publisher : MESP–FEB UNS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/jaedc.v5i1.46143

Abstract

Covid-19 is a global health problem, including in Indonesia. In Southeast Asia, Indonesia is ranked first in the number of positive cases of Corona since June 17, 2020. Covid-19 cases in Indonesia are increasing every day and on November 9, 2020, the total number of Covid-19 cases in Indonesia is 440,569. The increase in the number of Covid-19 cases had an impact on the economic side where Indonesia's economic growth rate decreased and in the third quarter it was -3.49 percent. In addition, the export and import sectors also experienced decline. This research aims to analyze the impact of Covid-19, exports, imports and investment on Indonesia's economic growth and the impact of Covid-19 and investment on exports and imports in Indonesia. This study uses panel regression analysis with periods of data from the first quarter to the third quarter of 2020. The results show that the Covid-19 case has negative and significant effect on economic growth, while exports, imports and domestic investment do not have significant effect on economic growth. On exports and imports, Covid-19 has negative and significant effect on exports and imports while domestic investment has positive and significant impact on exports and imports in Indonesia.Keywords: Covid-19, growth rate, panel regression, time series 
Co-Authors Junaidi, Eddy Maulana, Rifki MIFTAKHUL JANNAH Subhi, Khusnudin Tri