Melola Discovery

← Melola Discovery

Akses terbuka Jurnal SINTA 1

TWO DECADES OF CHANGE IN ISCHEMIC HEART DISEASE BURDEN IN INDONESIA BASED ON RISK FACTORS

Jurnal Biometrika dan Kependudukan · Vol. 14 No. 2 (2025) · hlm. 114–124

DOI
10.20473/jbk.v14i2.2025.114-124
ISSN
2540-8828, 2302-707X
Terbit
2025-11-01
Penerbit
Universitas Airlangga
Bahasa
eng
Lisensi
creativecommons.org/licenses/by-nc-sa/4.0

Abstrak

The burden of ischemic heart disease (IHD), measured in disability-adjusted life years (DALYs), has significantly increased in Indonesia over the past two decades, indicating that current policies and programs have not been fully effective. This study aimed to analyze changes in the burden of IHD and its associated risk factors from 2002 to 2021 across 34 provinces in Indonesia, using secondary data from the Global Burden of Disease 2021. This cross-sectional analytical study used IHD-related DALYs as the dependent variable, and independent variables included non-optimal temperature, low physical activity, tobacco use, risky dietary patterns, air pollution, obesity, hypertension, high LDL cholesterol, and high fasting glucose. Descriptive statistics and linear regression were used, with Principal Component Analysis (PCA) applied to reduce multicollinearity. Separate regressions were conducted for 2002 and 2021 to assess changes over time. The results showed a 10.5% increase in IHD-related DALYs, from 2,753.87 per 100,000 population in 2002 to 3,043.08 in 2021. Hypertension emerged as the leading risk factor, followed by risky dietary patterns. Tobacco use and a principal component (low physical activity, risky dietary patterns, obesity, high LDL cholesterol, hypertension, and high fasting glucose) significantly contributed to the burden of IHD in both years. Environmental factors such as non-optimal temperature and air pollution did not show significant effects. Health programs must be strengthened with a focus on seven key risk factors contributing to IHD-related DALYs, especially modifiable ones like low physical activity, risky dietary patterns, and tobacco use to reduce IHD burden in Indonesia.

Kata kunci

Jaringan kolaborasi para penulis

40 penulis · 138 tautan kepenulisan bersama · 31 lintas organisasi · menampilkan 40 yang paling banyak terhubung

Arahkan kursor atau ketuk sebuah nama untuk menyorot rekan penulisnya. Klik dua kali untuk membuka halaman penulis.

  • Universitas Airlangga
  • Griffith University
  • Yale University
  • National Research and Innovation Agency
  • Yonsei University
  • UCSI University
  • University of Malaya
  • Afiliasi tidak diketahui
  • Organisasi berbeda
  • Organisasi sama
  • Afiliasi tidak diketahui
  • Garis lebih tebal = lebih banyak artikel bersama · lingkaran lebih besar = lebih banyak artikel
Tampilkan sebagai tabel
Rekan penulisOrganisasiArtikel bersama
Santi MartiniUniversitas Airlangga7
Arief HargonoUniversitas Airlangga4
Sri WidatiUniversitas Airlangga4
Rizma Dwi NastitiUniversitas Airlangga3
Chrysoprase Thasya AbihailUniversitas Airlangga3
Mahmudah MahmudahUniversitas Airlangga3
Trias MahmudionoUniversitas Airlangga3
Hario MegatsariUniversitas Airlangga3
Nur Anisah RahmawatiUniversitas Airlangga2
Vina Firmanty MustofaUniversitas Airlangga2
Lailatul MunirohUniversitas Airlangga2
Annisa SocadeviaUniversitas Airlangga2
Erni AstutikUniversitas Airlangga2
Muhammad Aziz RahmanUniversitas Airlangga1
Zhao NiYale University1
Qonita RachmahUniversitas Airlangga1
Susi HidayahUniversitas Airlangga1
Yurike Dhika AdhelaUniversitas Airlangga1
Edna ElkarimaUniversitas Airlangga1
Dicky Andhyka PriambudiUniversitas Airlangga1
Gunawan Pratama YogaNational Research and Innovation Agency1
Arief WibowoUniversitas Airlangga1
Eighty Mardiyan KurniawatiUniversitas Airlangga1
Budi PrasetyoUniversitas Airlangga1
Ulul AzmyUniversitas Airlangga1
Atika Anif PrameswariUniversitas Airlangga1
Damai Arum PratiwiUniversitas Airlangga1
Danik Iga PrasiskaYonsei University1
Mahmud Aditya RifqiUniversitas Airlangga1
Septa Indra PuspikawatiUniversitas Airlangga1
Ratna Dwi Puji AstutiUniversitas Airlangga1
Vaidehi UlaganathanUCSI University1
Priyono Adi NugrohoAfiliasi tidak diketahui1
Amer Siddiq Amer NordinUniversity of Malaya1
Nicola WisemanGriffith University1
Neil HarrisGriffith University1
Atik Choirul HidajahUniversitas Airlangga1

Afiliasi berasal dari OpenAlex; metadata OAI-PMH jurnal tidak memuatnya. Penulis tanpa ID OpenAlex dicocokkan berdasarkan nama, sehingga dua orang bisa tergabung atau satu orang bisa terpisah.

Sumber metadata: OAI-PMH (metadata jurnal) https://e-journal.unair.ac.id/JBK/oai, pertama di-harvest 9 Nov 2026, terakhir terlihat 9 Nov 2026.
Metadata asli (oai_dc)
<oai_dc:dc xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/  http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
	<dc:title xml:lang="en-US">TWO DECADES OF CHANGE IN ISCHEMIC HEART DISEASE BURDEN IN INDONESIA BASED ON RISK FACTORS</dc:title>
	<dc:creator>Safaryna, Alifia Merza </dc:creator>
	<dc:creator>Artanti, Kurnia Dwi</dc:creator>
	<dc:creator>Indriani, Diah</dc:creator>
	<dc:subject xml:lang="en-US">Ischemic Heart Disease</dc:subject>
	<dc:subject xml:lang="en-US">Disability-Adjusted Life Years</dc:subject>
	<dc:subject xml:lang="en-US">Risk Factors</dc:subject>
	<dc:subject xml:lang="en-US">Global Burden of Disease</dc:subject>
	<dc:description xml:lang="en-US">The burden of ischemic heart disease (IHD), measured in disability-adjusted life years (DALYs), has significantly increased in Indonesia over the past two decades, indicating that current policies and programs have not been fully effective. This study aimed to analyze changes in the burden of IHD and its associated risk factors from 2002 to 2021 across 34 provinces in Indonesia, using secondary data from the Global Burden of Disease 2021. This cross-sectional analytical study used IHD-related DALYs as the dependent variable, and independent variables included non-optimal temperature, low physical activity, tobacco use, risky dietary patterns, air pollution, obesity, hypertension, high LDL cholesterol, and high fasting glucose. Descriptive statistics and linear regression were used, with Principal Component Analysis (PCA) applied to reduce multicollinearity. Separate regressions were conducted for 2002 and 2021 to assess changes over time. The results showed a 10.5% increase in IHD-related DALYs, from 2,753.87 per 100,000 population in 2002 to 3,043.08 in 2021. Hypertension emerged as the leading risk factor, followed by risky dietary patterns. Tobacco use and a principal component (low physical activity, risky dietary patterns, obesity, high LDL cholesterol, hypertension, and high fasting glucose) significantly contributed to the burden of IHD in both years. Environmental factors such as non-optimal temperature and air pollution did not show significant effects. Health programs must be strengthened with a focus on seven key risk factors contributing to IHD-related DALYs, especially modifiable ones like low physical activity, risky dietary patterns, and tobacco use to reduce IHD burden in Indonesia.</dc:description>
	<dc:publisher xml:lang="en-US">Universitas Airlangga</dc:publisher>
	<dc:date>2025-11-01</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>text/xml</dc:format>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://e-journal.unair.ac.id/JBK/article/view/73963</dc:identifier>
	<dc:identifier>10.20473/jbk.v14i2.2025.114-124</dc:identifier>
	<dc:source xml:lang="en-US">Jurnal Biometrika dan Kependudukan; Vol. 14 No. 2 (2025): JURNAL BIOMETRIKA DAN KEPENDUDUKAN; 114-124</dc:source>
	<dc:source>2540-8828</dc:source>
	<dc:source>2302-707X</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://e-journal.unair.ac.id/JBK/article/view/73963/34967</dc:relation>
	<dc:relation>https://e-journal.unair.ac.id/JBK/article/view/73963/34464</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2025 Jurnal Biometrika dan Kependudukan</dc:rights>
	<dc:rights xml:lang="en-US">http://creativecommons.org/licenses/by-nc-sa/4.0</dc:rights>
</oai_dc:dc>