Related Experiment Video
Updated: Jan 3, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
The Risk Factors for Undiagnosed and Known Hypertension among Malaysians
1Malaysia Foundation Programme, Heriot-Watt University Malaysia, Putrajaya, Malaysia.
Insights
Obesity, current drinking, and older age significantly increase the risk of undiagnosed hypertension. These findings highlight key factors for hypertension prevention and management strategies.
Area of Science:
- Public Health
- Epidemiology
- Cardiovascular Health
Background:
- Hypertension prevalence is driven by both diagnosed and undiagnosed cases.
- Understanding risk factors is crucial for effective hypertension control.
- Modifiable and non-modifiable factors influence hypertension outcomes.
Purpose of the Study:
- To compare modifiable and non-modifiable risk factors for hypertension.
- To estimate odds ratios for different hypertension outcomes.
- To identify predictors of undiagnosed and known hypertension.
Main Methods:
- Utilized secondary data from the Fourth National Health of Morbidity Survey (NHMS IV) in Malaysia (2011).
- Included 24,632 non-institutionalized individuals.
- Employed multinomial logistic regression to estimate odds ratios (OR) with 95% confidence intervals.
Main Results:
- Obesity and overweight status were linked to higher odds of both diagnosed and undiagnosed hypertension.
- Physical inactivity, ex-smoking, and unclassified drinking increased odds of known hypertension.
- Older age, lower education, and current drinking were associated with higher odds of undiagnosed hypertension.
Conclusions:
- Obesity, overweight, current drinking, older age (>65), and primary education are significant predictors of undiagnosed hypertension.
- These factors represent key targets for public health interventions.
- Further research can refine hypertension management strategies based on these predictors.
Background:
The prevalence of known hypertension has resulted from the progression of undiagnosed hypertension. This study is targeted to examine and compare the risk factors based on the estimated odds ratios of modifiable and non-modifiable risk factors on different outcome levels of hypertension.
Methods:
A nationwide representative secondary data from the Fourth National Health of Morbidity Survey (NHMS IV) which consists of 24,632 non-institutionalised Malaysian population conducted by the Ministry of Health in 2011 has been used. Odds ratio (OR) with 95% confidence interval has been estimated using multinomial logistic regression.
Results:
Obese and overweight respondents exhibit increased likelihood of having undiagnosed and known hypertension. Physically inactive, ex-smokers and unclassified drinkers are found having higher likelihood to have known hypertension. However, current drinkers are found to have higher likelihood of having undiagnosed hypertension. Elderly, retirees, home makers and lower educated respondents are shown higher odds to have undiagnosed hypertension. Likewise, the likelihood of having known hypertension has been found to increase among the elderly and other Bumiputra.
Conclusion:
Through this research, significant predictors which consist of obese and overweight respondents, current drinkers, older respondents (above 65 years old) and primary educated respondents are having higher likelihood to have undiagnosed hypertension.
Related Concept Videos
Hypertension III: Clinical Manifestations and Diagnostic Studies
Hypertension I: Introduction
Hypertension and Regulation of Blood Pressure
Hypertension II: Pathophysiology
Factors affecting Blood pressure
Physiological Factors:
Errors occurring during blood pressure monitoring
Several factors...

