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The influence of unhealthy lifestyles and habits on hypertension in data

Year: 2025

Type: article

Abstract: Serious illnesses like hypertension are frequently brought on by unhealthy eating habits and lifestyle choices. This disease, which manifests as fat, smoke, stress, and a lack of physical exercise, is not limited to metropolitan regions- it can also occur in suburban or rural areas. This study investigates the relationship between rural lifestyles and consumption habits with hypertension using data from BPS (BPS-Statistic Indonesia) Magelang Regency in Central Java. The population covered by the data includes 14 settlements, 10 columns, and 70 data points. The study’s findings, which were derived by multivariate algorithms and linear regression, indicate that smoking and consuming processed foods and beverages both contribute to hypertension (74.76%). Particularly for rural areas, this study aids in the development of predictive models that identify and suggest healthy lifestyle modifications.

Source: BIS Information Technology and Computer Science

DOI: 10.31603/bistycs.246

Authors: Emilya Ully Artha, Nova Aulia Burhan, Maimunah Maimunah, Uky Yudatama, Endah Ratna Arumi

Institution: Universitas Muhammadiyah Magelang

Language: English

Topic: Blood Pressure and Hypertension Studies

Subfield: Cardiology and Cardiovascular Medicine

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: hybrid

OpenAlex ID: W4412412564

FWCI:

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Related to: 10