Open access Journal SINTA 3
META-REGRESSION OF SOCIOECONOMIC FACTORS AND THE PREVALENCE OF PHYSICAL DISORDERS IN HYPERTENSIVE PATIENTS
BAREKENG: Jurnal Ilmu Matematika dan Terapan · Vol. 19 No. 4 (2025) · pp. 2275–2286
- ISSN
- 2615-3017, 1978-7227
- Published
- 2025-09-01
- Publisher
- PATTIMURA UNIVERSITY
- Language
- eng
Abstract
Hypertension is a common degenerative disease with a high mortality rate and a significant impact on quality of life and productivity. Education level plays a crucial role in understanding and managing hypertension, where higher education levels can contribute to reducing the risk of hypertension. This study utilized meta-analysis and meta-regression to explore the relationship between education level and hypertension prevalence. Secondary data from eight previous studies conducted between 2015 and 2023 were analyzed. Heterogeneity analysis was performed to determine the appropriate meta-analysis model, with a random-effect model selected based on the test results. Of the eight studies analyzed, five showed a negative odds ratio, indicating that individuals with higher education levels have a lower likelihood of developing hypertension compared to those with lower education levels. The heterogeneity test showed significant variability among the studies (I2 = 91.38%). The random-effect model estimated a combined effect size with an ln odds ratio of -0.1777 and a 95% confidence interval of -0.3228 to -0.0326. These findings suggest that higher education levels are associated with a lower risk of hypertension. This underscores the importance of improving access to quality education as part of public health strategies to reduce the incidence of hypertension and enhance overall community well-being.
Collaboration network of the authors
40 authors · 137 co-authorship links · 7 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.
- University of Brawijaya
- University of Bengkulu
- Université d’Antsiranana
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Solimun Solimun | University of Brawijaya | 3 |
| Atiek Iriany | University of Brawijaya | 3 |
| Ani Budi Astuti | University of Brawijaya | 3 |
| Diego Irsandy | University of Brawijaya | 3 |
| Adji Achmad Rinaldo Fernandes | University of Brawijaya | 3 |
| Henny Pramoedyo | University of Brawijaya | 2 |
| Sri Handayani | University of Brawijaya | 2 |
| Alifiandi Rafi Muhammad | University of Brawijaya | 2 |
| Ulfah Maisaroh | University of Brawijaya | 2 |
| Nurjannah Nurjannah | University of Brawijaya | 2 |
| Fang You Dwi Ayu Shalu Saniyawati | University of Brawijaya | 2 |
| Fidia Raaihatul Mashfia | University of Brawijaya | 2 |
| Evelin Dewi Lusiana | University of Brawijaya | 2 |
| Intan Fadhila Risda | University of Brawijaya | 2 |
| Mohammad Hilmi Susanto | University of Brawijaya | 2 |
| Achmad Efendi | University of Brawijaya | 2 |
| Agus Fachrur Rozy | University of Brawijaya | 1 |
| Alya Fitri Syalsabilla | Affiliation unknown | 1 |
| Alya Fitri Syalsabilla | University of Brawijaya | 1 |
| Agus Fachrur Rozy | University of Brawijaya | 1 |
| Eni Sumarminingsih | University of Brawijaya | 1 |
| Nabila Ayunda Sovia | Affiliation unknown | 1 |
| Yossy Maynaldi Pratama | University of Brawijaya | 1 |
| Dwi Ayu Lusia | University of Brawijaya | 1 |
| Heni Kusdarwati | University of Brawijaya | 1 |
| Imelda Salsabila | University of Brawijaya | 1 |
| Fachri Faisal | University of Bengkulu | 1 |
| Nabila Ayunda Sovia | University of Brawijaya | 1 |
| Petrus Kanisius Ola | University of Brawijaya | 1 |
| Rahma Fitriani | University of Brawijaya | 1 |
| Armando Jacquis Federal Zamelina | University of Brawijaya | 1 |
| Lucius Ramifidisoa | Université d’Antsiranana | 1 |
| Candra R. W. S Weni Utomo | University of Brawijaya | 1 |
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.