Solid fuel use status in the household and the risk of elevated blood pressure: findings from the 2017/18 Bangladesh Demographic and Health Survey
Paul, D.; Chowdhury, D.; Ali, H.; Islam, M. S.; Khan, M. M. A.; Khan, M. N.
Show abstract
IntroductionPrevalence of hypertension is now increasing rapidly in Bangladesh, particularly among the socio-economically disadvantaged population. This could be linked to their higher use of solid fuel; however, related evidence is scarce in Bangladesh. We aimed to determine the associations of household solid fuel use and its exposure level with systolic blood pressure, diastolic blood pressure and hypertension. MethodsTotal of 7,320 womens data extracted from the 2017/18 Bangladesh Demographic and Health Survey were analysed. We considered three outcome variables: (i) systolic blood pressure (continuous response), (ii) diastolic blood pressure (continuous response) and (iii) hypertension status (yes, no). Cooking fuel use (clean fuel vs solid fuel) and levels of exposure to household air pollution (HAP) through solid fuel use (unexposed, moderately exposed, highly exposed) were our primary exposure of interest. A multilevel mixed-effects Poisson regression model with robust variance was used to determine the association between exposure and outcome variable adjusting for confounders. ResultsAround 82% of the total respondents analysed used solid fuel for cooking. The overall age-standardised prevalence of hypertension was 28%. The likelihood of becoming hypertension was found 1.44 times (95% CI, 1.04-1.89) higher among respondents who used solid fuel as compared to the respondents who used clean fuel. The likelihood of hypertension was found to be increased with the increased exposure to HAP through the solid fuel used; 1.61 times (95% CI, 1.07-2.20) higher among the moderate exposure group and 1.80 times (95% CI, 1.27-2.32) higher among higher exposure group as compared to the women who used clean fuel. Similar associations were reported for systolic blood pressure and diastolic blood pressure. ConclusionSolid fuel use elevate systolic blood pressure, diastolic blood pressure and increases the likelihood of becoming hypertensive. Policies and programs are important to increase awareness about the adverse effects of solid fuel use on health, including hypertension. Focus should also be given to reducing solid fuel use and ensuring proper ventilation at the solid fuel use place.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Generalized Linear Mixed Model Approach for Analyzing Water, Sanitation, and Hygiene Facilities in Bangladesh: Insights from BDHS 2022 Data 97%
- Safely managed sanitation practice and childhood stunting among under five years old children in Myanmar 96%
- Prevalence of cardiometabolic risk factors according to urbanization level, gender and age, in apparently healthy adults living in Gabon, Central Africa 96%
Similar papers in this journal
- Changes in the prevalence of the common risk factors for non-communicable diseases in Uganda between 2014 and 2023: Informed by nationally representative cross-sectional surveys 96%
- Overweight and Obesity among Women at Reproductive Age 15-49 Years Old in Cambodia: Data Analysis of Cambodia Demographic and Health Survey 2014 95%
- Trends and determinants of Acute Respiratory Infection symptoms among Under-five children in Cambodia: Analysis of 2000 to 2014 Cambodia Demographic and Health Surveys 95%
Similar papers in this journal
- Risk Factors for Non-Communicable Diseases among Bangladeshi Adults: An Application of Generalized Linear Mixed Model on Multilevel Demographic and Health Survey Data 97%
- Prevalence Of Abdominal Obesity And Its Association With Cardiovascular Risk Among The Adult Population In Burkina Faso 95%
- Women’s Awareness of Obstetric Fistula and its Associated Factors Among Reproductive-Age Women in Ethiopia: A Multilevel Analysis Based on National Survey Data 94%
Similar papers in this journal
- Body Mass Index Asian Populations category and stroke and heart disease in the adult population: A longitudinal study of The Indonesia Family Life Survey (IFLS) 2007 and 2014 95%
- Maternal Factors Promoting Normal Linear Growth of Children from Impoverished Rwandan Households 95%
- Level Of Food Consumption Score And Associated Factors Among Pregnant Women At Shegaw Motta Hospital, Northwest Ethiopia. 94%
Similar papers in this journal
- Prevalence of Mental Health Disorders among Elderly Diabetics and Associated Risk Factors in Indonesia 94%
- “Climate change and health?”: Knowledge and perceptions among key stakeholders in Puducherry, India 93%
- Assessment of Experiences of Preventive Measures Practice including Vaccination History and Health Education among Umrah Pilgrims in Saudi Arabia, 1440H-2019 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.