Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis

This article was published in the European Journal of Tropical Medicine & International Health by Wiley Online Library [© 2021 John Wiley & Sons Ltd.] and the definite version is available at: https://doi.org/10.1111/tmi.13625 The Journal's website is at: https://onlinelibrary.wiley.com...

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Κύριοι συγγραφείς:	Gupta, Rajat Das, Chakraborty, Promit Ananyo, Hossain, Md. Belal
Άλλοι συγγραφείς:	Brac James P. Grant School of Public Health
Μορφή:	Thesis
Γλώσσα:	en_US
Έκδοση:	Wiley Online Library 2022
Θέματα:	Diabetes mellitus Hypertension Propensity score
Διαθέσιμο Online:	http://hdl.handle.net/10361/17036 https://doi.org/10.1111/tmi.13625

id	10361-17036
record_format	dspace
spelling	10361-170362022-07-25T05:48:03Z Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis Gupta, Rajat Das Chakraborty, Promit Ananyo Hossain, Md. Belal Brac James P. Grant School of Public Health Diabetes mellitus Hypertension Propensity score This article was published in the European Journal of Tropical Medicine & International Health by Wiley Online Library [© 2021 John Wiley & Sons Ltd.] and the definite version is available at: https://doi.org/10.1111/tmi.13625 The Journal's website is at: https://onlinelibrary.wiley.com/doi/10.1111/tmi.13625 Objective: To determine the association of household wealth and education level with hypertension and diabetes in Bangladesh using propensity score (PS) analyses. Methods: A nationally representative sample of the Bangladesh Demographic and Health Survey 2017-18 was analysed to explore the research question. A weighted sample of 11 320 individuals was considered. Hypertension and diabetes were the outcomes of interest, and household wealth status (non-poor and poor) and education level (secondary/higher education and no secondary/higher education) were the exposure variables of interest. A person was defined as hypertensive if their average blood pressure was ≥140/90 mmHg or self-reported history of taking antihypertensive medications. Individuals were classified as diabetic if they had a Fasting Blood Glucose level of ≥7 mmol/l or reported taking prescribed medication for reducing high blood glucose or diabetes. We used the 1:1 nearest neighbour PS matching without replacement and PS weighting approaches to assess the association between the exposures and the outcome variables. Results: Wealth status was significantly associated with diabetes but not with hypertension, while education status was significantly associated with neither diabetes nor hypertension. We also observed a significant interaction effect between household wealth status and education level with diabetes. The odds of diabetes were approximately 60% higher among adults from non-poor households and those without secondary/higher education. Conclusion: Diabetes prevention and control programs should focus on non-poor individuals, while hypertension prevention programs should target populations irrespective of educational attainment and wealth status. Published 2022-07-25T05:43:08Z 2022-07-25T05:43:08Z 2021 2021-05-15 Thesis Gupta, R. D., Chakraborty, P. A., & Hossain, M. B. (2021). Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis. Tropical Medicine and International Health, 26(9), 1047-1056. doi:10.1111/tmi.13625 http://hdl.handle.net/10361/17036 https://doi.org/10.1111/tmi.13625 en_US https://onlinelibrary.wiley.com/doi/10.1111/tmi.13625 European Journal of Tropical Medicine & International Health Wiley Online Library
institution	Brac University
collection	Institutional Repository
language	en_US
topic	Diabetes mellitus Hypertension Propensity score
spellingShingle	Diabetes mellitus Hypertension Propensity score Gupta, Rajat Das Chakraborty, Promit Ananyo Hossain, Md. Belal Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis
description	This article was published in the European Journal of Tropical Medicine & International Health by Wiley Online Library [© 2021 John Wiley & Sons Ltd.] and the definite version is available at: https://doi.org/10.1111/tmi.13625 The Journal's website is at: https://onlinelibrary.wiley.com/doi/10.1111/tmi.13625
author2	Brac James P. Grant School of Public Health
author_facet	Brac James P. Grant School of Public Health Gupta, Rajat Das Chakraborty, Promit Ananyo Hossain, Md. Belal
format	Thesis
author	Gupta, Rajat Das Chakraborty, Promit Ananyo Hossain, Md. Belal
author_sort	Gupta, Rajat Das
title	Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis
title_short	Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis
title_full	Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis
title_fullStr	Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis
title_full_unstemmed	Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis
title_sort	association of household wealth and education level with hypertension and diabetes among adults in bangladesh: a propensity score-based analysis
publisher	Wiley Online Library
publishDate	2022
url	http://hdl.handle.net/10361/17036 https://doi.org/10.1111/tmi.13625
work_keys_str_mv	AT guptarajatdas associationofhouseholdwealthandeducationlevelwithhypertensionanddiabetesamongadultsinbangladeshapropensityscorebasedanalysis AT chakrabortypromitananyo associationofhouseholdwealthandeducationlevelwithhypertensionanddiabetesamongadultsinbangladeshapropensityscorebasedanalysis AT hossainmdbelal associationofhouseholdwealthandeducationlevelwithhypertensionanddiabetesamongadultsinbangladeshapropensityscorebasedanalysis
_version_	1814309209369477120

Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis

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