Sociodemographic factors in relation to hypertension prevalence, awareness, treatment and control in a multi-ethnic Asian population: a cross-sectional study
Open accessAbstract
Objectives: Literature suggested that multi-ethnic Western populations experienced differential hypertension outcomes, but evidence is limited in Asia. This study was aimed to determine sociodemographic correlates of hypertension and its awareness, treatment and control among a multi-ethnic Asian population living in Singapore. Setting: We used cross-sectional data of participants from the Multi-Ethnic Cohort (MEC) (n=14 530) recruited in Singapore between 2004 and 2010. Participants: Participants who completed questionnaire and attended health examination, without cardiovascular diseases, cancer, stroke, renal failure, asthma and mental illnesses were included in the study. Multivariable logistic regression models were used to determine sociodemographics factors associated with hypertension, unawareness of having hypertension, untreated and uncontrolled hypertension. Results: Among 10 215 participants (47.2% Chinese, 26.0% Malay and 26.8% Indian), hypertension prevalence was estimated to be 31.1%. Older age, Malay ethnicity, male, lower educational level and being homemaker or retired/unemployed were factors significantly associated with hypertension. Stratified analysis suggested that age and education were consistently associated with hypertension across all ethnic groups. The proportions of being unaware, untreated and uncontrolled were 49.0%, 25.2% and 62.4%, respectively. Ethnicity and younger age were associated with unawareness; younger age, male and lower educational level were associated with untreated hypertension and older age was associated with uncontrolled hypertension. Conclusions: In this study, ethnic differences in relation to hypertension were associated with sociodemographic variability in ethnic groups. Age and educational level were consistent correlates of hypertension in all ethnic groups. Unawareness and uncontrolled hypertension were common in this Asian population and associated with sociodemographic factors. More targeted strategies may be required to overcome the observed disparities.
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Disparity in education and socioeconomic status has a significant impact on the prevalence and control of hypertension.
“Disparity in education and socioeconomic status has a significant impact on the prevalence and control of hypertension.”
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Forouzanfar, M. H., Afshin, A., Alexander, L. T., Anderson, H. R., Bhutta, Z. A., Biryukov, S., Brauer, M., Burnett, R., Cercy, K., Charlson, F. J., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(16)31679-8 · Cited by 7,698 · see citing works
Chow, C. K. (2013) · JAMA · doi:10.1001/jama.2013.184182 · Cited by 2,000 · see citing works
Panethnic Differences in Blood Pressure in Europe: A Systematic Review and Meta-Analysis
Modesti, P. A., Reboldi, G., Cappuccio, F. P., Agyemang, C., Remuzzi, G., Rapi, S., Perruolo, E., Parati, G., & ESH Working Group on CV Risk in Low Resource Settings (2016) · PLOS ONE · doi:10.1371/journal.pone.0147601 · Cited by 1,366 · see citing works
The Relationship Between Education and Health: Reducing Disparities Through a Contextual Approach
Zajacova, A., & Lawrence, E. M. (2018) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031816-044628 · Cited by 1,205 · see citing works
Education improves public health and promotes health equity
Hahn, R. A., & Truman, B. I. (2015) · International Journal of Health Services · doi:10.1177/0020731415585986 · Cited by 755 · see citing works
Joffres, M., Falaschetti, E., Gillespie, C., Robitaille, C., Loustalot, F., Poulter, N., McAlister, F. A., Johansen, H., Baclic, O., & Campbell, N. (2013) · BMJ Open · doi:10.1136/bmjopen-2013-003423 · Cited by 464 · see citing works
Kramer, H., HAN, C., Post, W. S., GOFF, D., Roux, A. V. D., Cooper, R., Jinagouda, S. D., & SHEA, S. (2004) · American Journal of Hypertension · doi:10.1016/j.amjhyper.2004.06.001 · Cited by 340 · see citing works
Lionakis, N. (2012) · World Journal of Cardiology · doi:10.4330/wjc.v4.i5.135 · Cited by 274 · see citing works
The Epidemiology of Blood Pressure and Its Worldwide Management
Rahimi, K., Emdin, C. A., & MacMahon, S. W. (2015) · Circulation Research · doi:10.1161/circresaha.116.304723 · Cited by 236 · see citing works
Li, W., Gu, H., Teo, K. K., Bo, J., Wang, Y., Yang, J., Wang, X., Zhang, H., Sun, Y., Jia, X., et al. (2015) · Journal of Hypertension · doi:10.1097/hjh.0000000000000745 · Cited by 188 · see citing works
African American Culture and Hypertension Prevention
Peters, R. M., Aroian, K. J., & Flack, J. M. (2006) · Western Journal of Nursing Research · doi:10.1177/0193945906289332 · Cited by 121 · see citing works
Cohort Profile: The Singapore Multi-Ethnic Cohort (MEC) study
Tan, K. H. X., Tan, L. W. L., Sim, X., Tai, E. S., Lee, J. J.-M., Chia, K. S., & van Dam, R. M. (2018) · International Journal of Epidemiology · doi:10.1093/ije/dyy014 · Cited by 118 · see citing works
Self-citationWu, Y., Tai, E. S., Heng, D., Tan, C. E., Low, L. P., & Lee, J. (2008) · Journal of Hypertension · doi:10.1097/hjh.0b013e328317c8c3 · Cited by 98 · see citing works
Self-citationfor the REDISCOVER Investigators, Abdul-Razak, S., Daher, A. M., Ramli, A. S., Ariffin, F., Mazapuspavina, M. Y., Krishnapillai, A. D. S., Miskan, M., Abdul-Hamid, H., Nasir, N. M., et al. (2016) · BMC Public Health · doi:10.1186/s12889-016-3008-y · Cited by 97 · see citing works
Prevalence, awareness, treatment and control of hypertension in the elderly population of Singapore
Malhotra, R., Chan, A. W., Malhotra, C., et al. (2010) · Hypertension Research · doi:10.1038/hr.2010.177 · Cited by 87 · see citing works
Self-reported hypertension prevalence and income among older adults in Canada and the United States
Kaplan, M. S., Huguet, N., Feeny, D. H., & McFarland, B. H. (2010) · Social Science & Medicine · doi:10.1016/j.socscimed.2009.11.019 · Cited by 74 · see citing works
Education, Genetic Ancestry, and Blood Pressure in African Americans and Whites
Non, A. L., Gravlee, C. C., & Mulligan, C. J. (2012) · American Journal of Public Health · doi:10.2105/ajph.2011.300448 · Cited by 72 · see citing works
Yeo, K. K., Tai, B. C., Heng, D., Lee, J. M. J., Ma, S., Hughes, K., Chew, S. K., Chia, K. S., & Tai, E. S. (2006) · Diabetologia · doi:10.1007/s00125-006-0469-z · Cited by 68 · see citing works
Self-citationKhaing, N. E. E., Khoo, C. M., Tai, E. S., Lim, S. C., Tavintharan, S., Wong, T. Y., Heng, D., & Lee, J. (2009) · American Journal of Epidemiology · doi:10.1093/aje/kwp076 · Cited by 65 · see citing works
Self-citationPrevalence and determinants of hypertension in Myanmar - a nationwide cross-sectional study
Bjertness, M. B., Htet, A. S., Meyer, H. E., Htike, M. M. T., Zaw, K. K., Oo, W. M., Latt, T. S., Sherpa, L. Y., & Bjertness, E. (2016) · BMC Public Health · doi:10.1186/s12889-016-3275-7 · Cited by 61 · see citing works
Hypertension prevalence, awareness, treatment, control, and associated factors in Southwest China
Liu, X., Gu, W., Li, Z., Lei, H., Li, G., & Huang, W. (2016) · Journal of Hypertension · doi:10.1097/hjh.0000000000001203 · Cited by 58 · see citing works
The Role of Hypertension in Race-Ethnic Disparities in Cardiovascular Disease
Balfour, P. C., Rodriguez, C., & Ferdinand, K. (2015) · Current Cardiovascular Risk Reports · doi:10.1007/s12170-015-0446-5 · Cited by 55 · see citing works
Hypertension and its associated risks among Singapore elderly residential population
Seow, E., Subramaniam, M., Abdin, E., Vaingankar, J. A., & Chong, S. A. (2015) · Journal of Clinical Gerontology and Geriatrics · doi:10.1016/j.jcgg.2015.05.002 · Cited by 47 · see citing works
Ethnic Differences in Older Americans: Awareness, Knowledge, and Beliefs About Hypertension
Okonofua, E. C., Cutler, N. E., Lackland, D. T., & Egan, B. M. (2005) · American Journal of Hypertension · doi:10.1016/j.amjhyper.2005.02.019 · Cited by 47 · see citing works
Alves, R. F. S., & Faerstein, E. (2016) · International Journal for Equity in Health · doi:10.1186/s12939-016-0441-6 · Cited by 43 · see citing works
Doulougou, B., Gómez, F., Alvarado, B., Guerra, R. O., Ylli, A., Guralnik, J. M., & Zunzunegui, M. V. (2015) · Journal of Human Hypertension · doi:10.1038/jhh.2015.30 · Cited by 40 · see citing works
Holmes, L., Hossain, J., Ward, D., & Opara, F. (2012) · ISRN Hypertension · doi:10.5402/2013/257842 · Cited by 31 · see citing works
Thorpe, R. J., Bowie, J. V., Smolen, J. R., Bell, C. N., Jenkins, M., Jackson, J. W., & LaVeist, T. A. (2014) · PubMed · Cited by 23 · see citing works
Bricker, C., McSweeney, J. C., Stewart, K. E., Cleves, M. A., Price, E. T., Heo, S., & Souder, E. (2016) · SAGE Open · doi:10.1177/2158244015623595 · Cited by 22 · see citing works
Lee, H.-Y. (2017) · Journal of Korean Medical Science · doi:10.3346/jkms.2017.32.4.561 · Cited by 20 · see citing works
Hunte, H. E. R., Mentz, G. B., House, J. S., et al. (2012) · PubMed · Cited by 16 · see citing works
Comparison of hypertension healthcare outcomes among older people in the USA and England
Marshall, A. D., Nazroo, J. Y., Feeney, K. C., Lee, J., Vanhoutte, B., & Pendleton, N. (2015) · Journal of Epidemiology & Community Health · doi:10.1136/jech-2014-205336 · Cited by 13 · see citing works
Self-citationSiu, K. W. M. (2016) · SAGE Open · doi:10.1177/2158244015623594 · Cited by 5 · see citing works
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Ojangba, T., Boamah, S., Miao, Y., Guo, X., Fen, Y., Agboyibor, C., Yuan, J., & Dong, W. (2023) · The Journal of Clinical Hypertension · doi:10.1111/jch.14653 · Cited by 136 · see citing works
- Authors
- Liew, S. J., Lee, J. T., Tan, C. S., Koh, C. H. G., Van Dam, R., & Müller-Riemenschneider, F.
- Affiliations
- National University of Singapore (SG)
- The University of Melbourne (AU)
- National University of Singapore and National University Health System, Saw Swee Hock School of Public Health, Singapore
- Venue
- BMJ Open
- Publisher
- BMJ
- Published
- 2019-05
- Volume
- 9
- Issue
- 5
- Pages
- e025869
- ISSN
- 2044-6055 (ISSN-L)
- PMC
- PMC6530395
- OpenAlex
- W2944994482
- Cited by
- 98
- References
- 34
- Citations by year
- 2026: 5 · 2025: 15 · 2024: 14 · 2023: 11 · 2022: 24 · 2021: 19 · 2020: 8 · 2019: 2
- FWCI
- 9.57
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Locations
- BMJ Open (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Minerva Access (University of Melbourne) (submittedVersion, cc-by-nc)
- National University of Singapore (submittedVersion, cc-by-nc-nd)
- HighWire Press Open Archive (submittedVersion)
- Funders
- National Research Foundation (05/1/21/19/425 and 11/1/21/19/678, 05/1/21/19/425, 11/1/21/19/678)
- National University of Singapore
- Ministerio de Economía y Competitividad
- Medical Research Council
- National Medical Research Council (11/1/21/19/678, 03/1/27/18/216, grant 0838/2004, 0838/2004)
- Biomedical Research Council (grant 03/1/27/18/216, 03/1/27/18/216, 11/1/21/19/678, 05/1/21/19/425)
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Blood Pressure and Hypertension Studies
- Health Sciences › Nursing › Nutrition and Dietetics › Sodium Intake and Health
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Health Promotion and Cardiovascular Prevention
- Keywords
- hypertension, hypertension prevalence, hypertension awareness, antihypertensive therapy, blood pressure control, sociodemographic factors, ethnic differences, educational attainment, age, multi-ethnic cohort, Singapore, Asian populations, health disparities
- MeSH terms
- Adult, Age Factors, Aged, Aged, 80 and over, Cross-Sectional Studies, Educational Status, Ethnicity, Female, Humans, Hypertension, Health Knowledge, Attitudes, Practice, Male, Middle Aged, Surveys and Questionnaires, Risk Factors, Singapore, Socioeconomic Factors, Cohort Studies, Prevalence, Multivariate Analysis, Logistic Models, Asian People
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