Exploring Socio-demographic and Geographical Variation of Adults Hypertension in Bangladesh: Spatial Hotspot Analysis
Tabashsum, A.; Mahdee, C. M.; Asha, J. F.; Khan, M. A. I.; Rahman, M. A.
Show abstract
Hypertension is a chronic medical condition where blood pressure is too high. In Bangladesh, the overall incidence of hypertension is rising, like in other developing countries. Recent studies show hypertension can cause other non-communicable diseases such as cardiovascular diseases, strokes, etc. Utilizing information from the Bangladesh Demographic and Health Survey (BDHS) 2017-18, a cross-sectional and spatial analysis was done to determine the prevalence of hypertension. The existence of spatial autocorrelation is evaluated by using Morans I statistic, hotspot analysis, cold spot analysis, and influential observation analysis. The study was conducted on the basis of different factors such as gender, place of residence, age, BMI, etc. Among 12,926 people (43.19% men, 56.81% women), the women had a higher total prevalence of hypertension (41.18% (95% CI, 41.35-45.67) compared to the mens 58.82% (95% CI, 57.16-60.45). Out of the total number of observations, 27.47% had hypertension. Out of all hypertensive people, 57.56% are unaware of their condition, which is very concerning. The study also finds that 28.4% are from urban areas and 71.6% are from rural areas. People living in the Dhaka division had a higher prevalence of hypertension (20.5%), and those in Sylhet had the lowest prevalence of hypertension (6.2%). There also exists a statistically relevant spatial autocorrelation (hypertension: Morans I index = 0.27, p<0.001). These are the spatial clustering maps, and according to the LISA cluster map, the Northeast districts are the cold spots (8), while the hotspots (4) are Bagerhat, Rajbari, Pirojpur, and Munshiganj. Approximately more than one-fourth of the adult population of Bangladesh had hypertension. The analysis discovered the hotspots and cold spots of the prevalence of hypertension. These findings could facilitate awareness and treatment of hypertension and therefore serve as support for researchers and policymakers.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- Undiagnosed hypertension and its associated factors in India: A rural-urban contrast from the National Family Health Survey (2019-21) 98%
- Comparison of WHO laboratory-based and non-laboratory-based CVD risk Charts among Hypertensive Adults Attending Primary Healthcare Centers in West Africa Sub-region 97%
- Knowledge, attitudes and practices of hypertension in a community based cross sectional study done in Ward 14, Gwanda District, Matebeleland South, Zimbabwe 97%
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 98%
- Prevalence Of Abdominal Obesity And Its Association With Cardiovascular Risk Among The Adult Population In Burkina Faso 96%
- Women’s Awareness of Obstetric Fistula and its Associated Factors Among Reproductive-Age Women in Ethiopia: A Multilevel Analysis Based on National Survey Data 95%
Similar papers in this journal
- Prevalence of, and risk factors for, diabetes and prediabetes in Bangladesh: Evidence from the national survey using a multilevel Poisson regression model with a robust variance 96%
- 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 95%
- Cardiovascular Risk Factors and Outcomes in COVID-19: Hospital-Based Prospective Study in India 95%
Similar papers in this journal
- Assessment of COVID-19 Pandemic in Nepal: A Lockdown Scenario Analysis 93%
- Profiles of bacteria isolates and their antimicrobial resistance pattern among housemaids working in communal living residences in Jimma City, Ethiopia 92%
- Health literacy profiles correlate with participation in primary health care among patients with chronic diseases: A latent profile analysis 92%
Similar papers in this journal
- Patterns of physical activity among the students of an Indian university and their perceptions about the curricular content concerned with health 94%
- Seroprevalence of SARS-CoV-2 in Niger State: A Pilot Cross Sectional Study 94%
- Machine Learning-Based Hyperglycemia Prediction: Enhancing Risk Assessment in a Cohort of Undiagnosed Individuals 93%
"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.