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MAPPING THE HAPPINESS LEVEL DISPARITY OF THE INDONESIAN POPULATION USING MULTIDIMENSIONAL SCALING

BAREKENG: Jurnal Ilmu Matematika dan Terapan · Vol. 16 No. 4 (2022) · pp. 1221–1230

DOI
10.30598/barekengvol16iss4pp1221-1230
ISSN
2615-3017, 1978-7227
Published
2022-12-15
Publisher
PATTIMURA UNIVERSITY
Language
eng
License
creativecommons.org/licenses/by-sa/4.0

Abstract

The Central Statistics Agency has published a survey report on the happiness of the Indonesian people in 2017. The survey results show that there are disparities that vary between provinces. The province with the highest happiness index was North Maluku, while the province with the lowest happiness index was Papua. Based on this phenomenon, the researcher wants to map the provinces based on the similarity of happiness levels. Researchers used quantitative descriptive methods with data analysis using multidimensional scaling. The results show that the provinces that have similarities with the happiest group are: [1] North Maluku province is like Riau Islands, Gorontalo, North Sulawesi, and Maluku. [2] South Kalimantan is like North Kalimantan, East Kalimantan, DI Yogyakarta, and Bali. [3] DKI Jakarta is like West Papua. [4] South Sulawesi is like West Sumatra, Riau, and South Sumatra. [5] Aceh is like Kep. Bangka Belitung. The less happy group [1] West Java is like Banten, Central Java, Central Kalimantan, Jambi, and East Java. [2] North Sumatra is like Papua. [3] Central Sulawesi is like Southeast Sulawesi, West Nusa Tenggara, Bengkulu, West Kalimantan, West Sulawesi, Lampung, and East Nusa Tenggara.

Collaboration network of the authors

40 authors · 111 co-authorship links · 36 across different organisations · showing the 40 most connected

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Yogyakarta State University
  • University of Bengkulu
  • Institut Agama Islam Negeri Pontianak
  • Webster University
  • National Research and Innovation Agency
  • Aichi University of Education
  • Queensland University of Technology
  • Other organisations
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Samsul HadiYogyakarta State University5
Edi IstiyonoYogyakarta State University3
Janu ArlinwibowoNational Research and Innovation Agency2
Bayuk NusantaraYogyakarta State University2
Sumaryanto SumaryantoYogyakarta State University2
Rimajon SotlikovaWebster University2
Ariyadi WijayaYogyakarta State University2
Purwoko Haryadi SantosoYogyakarta State University2
Firdaus Amruzain Satiranandi WibowoYogyakarta State University2
Muhammad Lintang Damar SaktiYogyakarta State University2
Asma’ Khoirunnisa’Yogyakarta State University2
Angella Ananta BatubaraYogyakarta State University2
Miftah Okta BerlianYogyakarta State University2
Zulfa Safina IbrahimYogyakarta State University2
Slamet SuyantoYogyakarta State University2
Jailani JailaniAffiliation unknown2
Badrun KartowagiranYogyakarta State University2
Gulzhaina K. KassymovaAffiliation unknown2
Haryanto HaryantoAffiliation unknown2
Lantip Diat PrasojoYogyakarta State University1
Sugiman SugimanYogyakarta State University1
Wahyu SetyaningrumYogyakarta State University1
Kazuhiro AoyamaAichi University of Education1
Agus SusantaUniversity of Bengkulu1
Hari SumardiUniversity of Bengkulu1
Edi SusantoUniversity of Bengkulu1
Novy TrisnaniAffiliation unknown1
Wuri WuryandaniAffiliation unknown1
Ahmad Naufal AljuraYogyakarta State University1
Septinda Rima DewantiQueensland University of Technology1
Gulzhaina Kuralbayevna Kassymova"Institute of Metallurgy and Ore Beneficiation" JSC1
Atut Reni SeptianaUniversity of Manchester1
Rully Charitas Indra PrahmanaUniversitas Ahmad Dahlan1
Dwi AstutiUniversitas 'Aisyiyah Yogyakarta1
Moh. KhairudinYogyakarta State University1
Bayu SetiajiYogyakarta State University1
Khafidh Nur AzizYogyakarta State University1
Hari Purnomo SusantoAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://ojs3.unpatti.ac.id/index.php/barekeng/oai, first harvested 5 Nov 2026, last seen 8 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">MAPPING THE HAPPINESS LEVEL DISPARITY OF THE INDONESIAN POPULATION USING MULTIDIMENSIONAL SCALING</dc:title>
	<dc:creator>Sumin, Sumin</dc:creator>
	<dc:creator>Retnawati, Heri</dc:creator>
	<dc:description xml:lang="en-US">The Central Statistics Agency has published a survey report on the happiness of the Indonesian people in 2017. The survey results show that there are disparities that vary between provinces. The province with the highest happiness index was North Maluku, while the province with the lowest happiness index was Papua. Based on this phenomenon, the researcher wants to map the provinces based on the similarity of happiness levels. Researchers used quantitative descriptive methods with data analysis using multidimensional scaling. The results show that the provinces that have similarities with the happiest group are: [1] North Maluku province is like Riau Islands, Gorontalo, North Sulawesi, and Maluku. [2] South Kalimantan is like North Kalimantan, East Kalimantan, DI Yogyakarta, and Bali. [3] DKI Jakarta is like West Papua. [4] South Sulawesi is like West Sumatra, Riau, and South Sumatra. [5] Aceh is like Kep. Bangka Belitung. The less happy group [1] West Java is like Banten, Central Java, Central Kalimantan, Jambi, and East Java. [2] North Sumatra is like Papua. [3] Central Sulawesi is like Southeast Sulawesi, West Nusa Tenggara, Bengkulu, West Kalimantan, West Sulawesi, Lampung, and East Nusa Tenggara.</dc:description>
	<dc:publisher xml:lang="en-US">PATTIMURA UNIVERSITY</dc:publisher>
	<dc:date>2022-12-15</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/6156</dc:identifier>
	<dc:identifier>10.30598/barekengvol16iss4pp1221-1230</dc:identifier>
	<dc:source xml:lang="en-US">BAREKENG: Jurnal Ilmu Matematika dan Terapan; Vol 16 No 4 (2022): BAREKENG: Journal of Mathematics and Its Applications; 1221-1230</dc:source>
	<dc:source>2615-3017</dc:source>
	<dc:source>1978-7227</dc:source>
	<dc:source>10.30598/barekengvol16iss4year2022</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/6156/5138</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2022 Sumin Sumin, Heri Retnawati</dc:rights>
	<dc:rights xml:lang="en-US">http://creativecommons.org/licenses/by-sa/4.0</dc:rights>
</oai_dc:dc>