Open access Jurnal 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 · 125 co-authorship links · 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
- Universitas Halu Oleo
- 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 |
|---|---|---|
| Ani Budi Astuti | University of Brawijaya | 3 |
| Diego Irsandy | Affiliation unknown | 3 |
| Henny Pramoedyo | University of Brawijaya | 2 |
| Adji Achmad Rinaldo Fernandes | University of Brawijaya | 2 |
| Sri Handayani | Affiliation unknown | 2 |
| Alifiandi Rafi Muhammad | Affiliation unknown | 2 |
| Ulfah Maisaroh | Affiliation unknown | 2 |
| Fang You Dwi Ayu Shalu Saniyawati | Affiliation unknown | 2 |
| Fidia Raaihatul Mashfia | Affiliation unknown | 2 |
| Evelin Dewi Lusiana | Affiliation unknown | 2 |
| Intan Fadhila Risda | Affiliation unknown | 2 |
| Mohammad Hilmi Susanto | Affiliation unknown | 2 |
| Alya Fitri Syalsabilla | Affiliation unknown | 1 |
| Alya Fitri Syalsabilla | University of Brawijaya | 1 |
| Agus Fachrur Rozy | University of Brawijaya | 1 |
| Akifah Akifah | Universitas Halu Oleo | 1 |
| Irma Irma | Affiliation unknown | 1 |
| Rastika Dwiyanti Liaran | Affiliation unknown | 1 |
| Indah Ade Prianti | Affiliation unknown | 1 |
| AR Pratiwi Hasanuddin | Affiliation unknown | 1 |
| Amirullah Amirullah | Affiliation unknown | 1 |
| Dwi Ayu Lusia | University of Brawijaya | 1 |
| Heni Kusdarwati | University of Brawijaya | 1 |
| Imelda Salsabila | Affiliation unknown | 1 |
| Achmad Efendi | Affiliation unknown | 1 |
| Fachri Faisal | Affiliation unknown | 1 |
| Atiek Iriany | University of Brawijaya | 1 |
| Petrus Kanisius Ola | Affiliation unknown | 1 |
| Rahma Fitriani | Affiliation unknown | 1 |
| Armando Jacquis Federal Zamelina | Affiliation unknown | 1 |
| Lucius Ramifidisoa | Affiliation unknown | 1 |
| Solimun Solimun | University of Brawijaya | 1 |
| Usriatur Rohma | Affiliation unknown | 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.