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Decomposing the Poor-Non-Poor Gap in the Prevalence of Undiagnosed and Untreated Hypertension Among Bangladeshi Population Cover

Decomposing the Poor-Non-Poor Gap in the Prevalence of Undiagnosed and Untreated Hypertension Among Bangladeshi Population

Open Access
|Dec 2024

Figures & Tables

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Figure 1

Selection of the sample.

Table 1

Descriptive statistics according to the age-adjusted prevalence of hypertension, undiagnosed hypertension, and untreated hypertension among individuals aged 18 years or older: 2017–2018, Bangladesh Demographic and Health Survey.

MEASURES%1AGE-ADJUSTED PREVALENCE (%)
HYPERTENSION (n = 11,776)UNDIAGNOSED HYPERTENSION (n = 3,383)UNTREATED HYPERTENSION (n = 1,479)
Age, yrs
    18–3443.81370.924.4
    35–3911.827.66812.3
    40–448.930.755.815.6
    45–498.537.253.97.2
    50–545.741.253.513.1
    55–595.845.146.77.5
    60–645.849.845.77.3
    65+9.655.451.811
Currently married
    No19.52562.111.5
    Yes80.524.756.912.5
Currently working
    No37.928.650.210.4
    Yes62.123.462.514.2
BMI
    Underweight17.613.370.615.2
    Normal58.422.260.611.7
    Overweight/obese24.140.447.512.4
Education
    No education2623.360.865.4
    Primary30.124.354.861.6
    Secondary2927.855.660
    Higher14.929.655.661.3
Gender
    Female56.227.850.111.4
    Male43.822.367.414.1
Living in a patriarchal family
    No11.927.754.410.6
    Yes88.124.857.612.5
No. of adult member
    1–236.325.66014.2
    32525.658.39.4
    4+38.724.654.512.7
No. of household member
    1–443.625.859.113.4
    519.325.755.68.7
    6+37.124.155.612.9
Place of residence
    Rural73.524.359.113.4
    Urban26.527.651.79.7
Division
    Barisal5.627.656.712.1
    Chittagong17.228.552.67.9
    Dhaka22.322.654.27.7
    Khulna12.625.756.515.6
    Mymensingh8.22058.18.1
    Rajshahi14.725.159.921.3
    Rangpur12.827.466.920.9
    Sylhet6.623.949.75.3
SES
    Nonpoor60.6.27.452.611
    Poor39.421.766.315.5
Prevalence25.157.212.3

[i] Note:1 Weighted percentage was presented.

Table 2

Adjusted odds ratio for the association between SES and other covariates with the prevalence of hypertension, undiagnosed hypertension, and untreated hypertension among individuals aged 18 years or older: 2017–2018, Bangladesh Demographic and Health Survey.

MEASURESaOR (95% CI)
HYPERTENSION (n = 11,776)UNDIAGNOSED HYPERTENSION (n = 3,383)UNTREATED HYPERTENSION (n = 1,479)
Age, yrs
    18–341.001.001.00
    35–392.54 (2.13–3.02)a0.90 (0.64–1.26)0.44 (0.23–0.88)c
    40–443.11 (2.59–3.74)a0.51 (0.37–0.70)a0.60 (0.32–1.12)
    45–494.26 (3.50–5.19)a0.48 (0.35–0.66)a0.25 (0.13–0.50)a
    50–545.89 (4.75–7.29)a0.37 (0.27–0.51)a0.44 (0.23–0.85)c
    55–596.99 (5.73–8.53)a0.27 (0.20–0.39)a0.25 (0.12–0.52)a
    60–649.03 (7.31–11.17)a0.23 (0.17–0.32)a0.25 (0.12–0.49)a
    65+12.03 (9.94–14.56)a0.26 (0.19–0.35)a0.36 (0.20–0.64)b
Currently married
    No1.001.001.00
    Yes0.78 (0.67–0.91)c0.74 (0.59–0.92)b0.71 (0.43–1.18)
Currently working
    No1.001.001.00
    Yes0.92 (0.81–1.05)1.05 (0.87–1.28)1.21 (0.79–1.85)
BMI
    Underweight1.001.001.00
    Normal1.93 (1.69–2.21)a0.63 (0.49–0.83)b0.85 (0.43–1.69)
    Overweight/obese5.04 (4.27–5.95)a0.44 (0.33–0.59)a0.89 (0.43–1.82)
Education
    No education1.001.001.00
    Primary1.06 (0.93–1.21)0.79 (0.64–0.98)c1.57 (0.99–2.48)
    Secondary1.12 (0.96–1.31)0.81 (0.63–1.05)1.10 (0.63–1.91)
    Higher1.13 (0.94–1.36)0.82 (0.60–1.29)1.82 (0.94–3.52)
Gender
    Female1.001.001.00
    Male0.80 (0.71–0.91)a2.36 (1.92–2.90)a1.19 (0.77–1.86)
Living in a patriarchal family
    No1.001.001.00
    Yes1.05 (0.89–1.24)0.98 (0.73–1.30)1.35 (0.74–2.49)
No. of adult member
    1–21.001.001.00
    30.95 (0.82–1.11)1.03 (0.81–1.31)0.89 (0.53–1.48)
    4+0.89 (0.75–1.06)0.98 (0.76–1.27)1.44 (0.82–2.53)
No. of household member
    1–41.001.001.00
    50.99 (0.86–1.16)0.88 (0.69–1.13)0.57 (0.32–1.00)
    6+0.94 (0.80–1.10)0.94 (0.74–1.21)0.72 (0.43–1.22)
Place of residence
    Rural1.001.001.00
    Urban1.09 (0.96–1.23)0.89 (0.73–1.09)0.79 (0.50–1.23)
Division
    Barisal1.001.001.00
    Chittagong0.88 (0.70–1.11)1.01 (0.72–1.43)0.55 (0.25–1.20)
    Dhaka0.64 (0.51–0.81)a1.02 (0.73–1.44)0.61 (0.27–1.29)
    Khulna0.81 (0.65–1.02)1.09 (0.77–1.53)1.40 (0.65–3.01)
    Mymensingh0.67 (0.54–0.85)b1.04 (0.72–1.50)0.59 (0.26–1.38)
    Rajshahi0.87 (0.68–1.10)1.10 (0.79–1.54)1.84 (0.86–3.92)
    Rangpur1.05 (0.85–1.31)1.40 (1.00–1.96)c2.02 (1.03–3.97)c
    Sylhet0.86 (0.68–1.09)0.71 (0.49–1.04)0.37 (0.15–0.91)c
SES
    Nonpoor1.001.001.00
    Poor0.88 (0.77–0.99)c1.53 (1.24–1.89)b1.68 (1.02–2.76)c

[i] Note: CI = Confidence interval; aOR = Adjusted odds ratio. Here a, b, and c indicate p < 0.001, p < 0.01, and p < 0.05.

Table 3

Decomposition results of the explained poor-nonpoor gap of hypertension, undiagnosed hypertension, and untreated hypertension among individuals aged 18 years or older: 2017–2018, Bangladesh Demographic and Health Survey.

PREDICTORSHYPERTENSION (n = 11,776)UNDIAGNOSED HYPERTENSION (n = 3,383)UNTREATED HYPERTENSION (n = 1,479)
COEFFICIENT1 (95%CI)% CONTRIBUTIONCOEFFICIENT1 (95%CI)% CONTRIBUTIONCOEFFICIENT1 (95%CI)% CONTRIBUTION
Age0.0178
(–0.019, –0.016)a
–41.01  0.0159
(0.013, 0.019)a
  43.68–0.0052
(–0.008, –0.002)c
–30.2
Currently married  0.0002
(–0.0004, 0.0008)
  0.440.0035
(–0.006, –0.001)c
–9.62–0.0012
(–0.004, 0.002)
–6.97
Currently working  0.0003
(–0.0034, 0.0039)
  0.64  0.0002
(–0.005, 0.006)
  0.55–0.0027
(–0.007, 0.002)
–15.78
BMI  0.0579
(0.0522, 0.0638)a
  133.41–0.0352
(–0.048, –0.023)a
–96.7–0.0048
(–0.015, 0.006)
–27.9
Education  0.0029
(–0.005, 0.11)
  6.68  0.0156
(0.031, 0.007)c
  42.86  0.0023
(–0.016, 0.021)
  13.37
Gender  0.0002
(–0.0008, 0.0005)
  0.46  0.0093
(0.007, 0.012) a
  21.43  0.0027
(–0.004, 0.009)
  15.7
Living in a patriarchal family–0.0008
–(0.0005, 0.0003)
–0.19  0.0009
(–0.0005, 0.0007)
  0.25  0.0019
(–0.0006, 0.004)
  11.04
No. of adult members–0.0057
(–0.0105, 0.008)
–13.04  0.0013
(–0.007, 0.009)
  3.57  0.0022
(–0.004, 0.008)
  12.78
No. of household members  0.0005
(–0.0015, 0.0025)
  1.19–0.0016
(–0.006, 0.003)
–4.39–0.0007
(–0.0027, 0.001)
–4.07
Place of residence  0.0051
(–0.0009, 0.011)
  11.82–0.0065
(–0.020, 0.007)
–17.86–0.0080
(–0.019, 0.002)
–46.51
Division–0.0009
(–0.0019, 0.0018)
–0.21–0.0005
(–0.005, 0.004)
–1.37–0.0033
(–0.008, 0.002)
–19.18
Total explained gap (%)2  0.0434 (65.1%)  100–0.0364 (30%)  100–0.0172 (43.9%)  100
Difference3–0.0666  –0.1218  –0.0391  

[i] Here a, b, and c indicate p < 0.001, p < 0.01, and p < 0.05.

1 A positive (negative) coefficient of the covariate indicates that it widens (reduces) the gap between the poor and the non-poor to experience the occurrence of the outcome variables.

2 Within the explained gap of the prevalence of hypertension, as having undiagnosed hypertension, and untreated hypertension 65.1%, 30%, and 43.9% can explained by the differences between the poor and non-poor individuals in the distribution of age, currently married, currently working, BMI, education, gender, living in a patriarchal family, no. of adult members, no. of household members, place of residence, and division respectively.

3 The difference between hypertension, as having undiagnosed hypertension, and untreated hypertension amongst poor-non-poor.

DOI: https://doi.org/10.5334/gh.1372 | Journal eISSN: 2211-8179
Language: English
Submitted on: Apr 28, 2024
Accepted on: Nov 5, 2024
Published on: Dec 5, 2024
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2024 Mosiur Rahman, Mahfuza Khatun, Asrafun Naher Pinkey, Syed Emdadul Haque, Farhana Akhter Liza, Md. Nuruzzaman Haque, Prosannajid Sarkar, Tapan Kumar Roy, G. M. Rabiul Islam, Md. Rashed Alam, Mahmudul Hasan, Izzeldin Fadl Adam, Nguyen Huu Chau Duc, Saber Al-Sobaihi, Abid Hasan, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.