| Literature DB >> 29402307 |
Phidelia Theresa Doegah1, Acheampong Yaw Amoateng2.
Abstract
BACKGROUND: The prevalence of obesity is on the increase in Ghana, and the intake of sugar-sweetened beverages may be a determinant. The aim of this study is to use quantitative and qualitative data to investigate water intake among Ghanaian youth 15-34 years old.Entities:
Keywords: Ghana; Qualitative; Quantitative; Water intake; Youth
Mesh:
Substances:
Year: 2018 PMID: 29402307 PMCID: PMC5800065 DOI: 10.1186/s41043-018-0135-3
Source DB: PubMed Journal: J Health Popul Nutr ISSN: 1606-0997 Impact factor: 2.000
Distribution of sample characteristics of respondents
| Variables | Female | Male | ||
|---|---|---|---|---|
| Age | No. | Percentage | No. | Percentage |
| 15–24 | 1553 | 55.33 | 1615 | 58.27 |
| 25–34 | 1253 | 44.67 | 1156 | 41.73 |
| Educational level | ||||
| No education | 450 | 15.35 | 276 | 9.97 |
| Primary | 541 | 19.30 | 460 | 16.62 |
| Secondary | 1708 | 60.86 | 1806 | 65.15 |
| Higher | 126 | 4.49 | 229 | 8.26 |
| Religion | ||||
| Christians | 2215 | 78.95 | 2062 | 74.41 |
| Muslims | 424 | 15.13 | 452 | 16.29 |
| Traditional/spiritualists | 86 | 3.05 | 127 | 4.60 |
| Other | 81 | 2.87 | 130 | 4.69 |
| Ethnicity | ||||
| Akan | 1424 | 50.76 | 1320 | 47.64 |
| Ga/Dangme | 206 | 7.37 | 166 | 6.00 |
| Ewe | 349 | 12.45 | 401 | 14.48 |
| Mole-Dagbani | 428 | 15.25 | 456 | 16.47 |
| Other | 397 | 14.17 | 427 | 15.41 |
| Marital status | ||||
| Never married | 1349 | 48.07 | 1875 | 67.67 |
| Married/living together | 1308 | 46.62 | 821 | 29.61 |
| Formerly married | 149 | 5.31 | 75 | 2.73 |
| Place of residence | ||||
| Urban | 1463 | 52.12 | 1326 | 47.87 |
| Rural | 1343 | 47.88 | 1445 | 52.13 |
| Region of residence | ||||
| Western | 237 | 8.47 | 251 | 9.05 |
| Central | 225 | 8.04 | 227 | 8.20 |
| Greater Accra | 534 | 19.04 | 446 | 16.09 |
| Volta | 227 | 8.11 | 256 | 9.25 |
| Eastern | 281 | 10.04 | 264 | 9.53 |
| Ashanti | 590 | 21.03 | 554 | 20.00 |
| Brong-Ahafo | 262 | 9.35 | 252 | 9.09 |
| Northern | 249 | 8.90 | 292 | 10.54 |
| Upper East | 126 | 4.50 | 146 | 5.26 |
| Upper West | 70 | 2.51 | 83 | 3.01 |
| Total | 2806 | 100.00 | 2771 | 100.00 |
| Water intake (ranging from 0 to 20 glasses for females and 0–15 glasses for males | Mean | SD | Mean | SD |
| 4.99602 | 2.202203 | 5.76932 | 2.248927 | |
Source: computed from the GDHS 2008 data file
Mean differences between groups
| Independent | ||||||
|---|---|---|---|---|---|---|
| Variable (group) | Males | Females | ||||
| Age | Mean | SD | 0.0000 | Mean | SD | 0.0000 |
| 15–24 | 5.429612 | 2.222018 | 4.673052 | 2.113792 | ||
| 25–34 | 6.110424 | 2.25226 | 5.318817 | 2.254071 | ||
| Place of residence | 0.0000 | 0.0650 | ||||
| Urban | 5.917978 | 2.238825 | 5.036309 | 2.161226 | ||
| Rural | 5.544819 | 2.26154 | 4.882272 | 2.23143 | ||
p value is significant at < 0.05
Source: computed from GDHS 2008 data file
One-way ANOVA results of females
| SS | df | MS |
| ||
|---|---|---|---|---|---|
| Educational level | |||||
| Between groups | 24.3146076 | 3 | 8.1048619 | 1.68 | 0.1698 |
| Within groups | 13,432.1604 | 2779 | 4.83345103 | ||
| Religion | |||||
| Between groups | 22.1531784 | 3 | 7.38439281 | 1.53 | 0.2053 |
| Within groups | 13,434.3218 | 2779 | 4.8342288 | ||
| Ethnicity | |||||
| Between groups | 88.6201007 | 4 | 22.1550252 | 4.60 | 0.0010 |
| Within groups | 13,367.8549 | 2778 | 4.81204281 | ||
| Marital status | |||||
| Between groups | 149.618994 | 2 | 74.8094969 | 15.63 | 0.0000 |
| Within groups | 13,306.856 | 2780 | 4.78663886 | ||
| Region | |||||
| Between groups | 421.360972 | 9 | 46.8178858 | 9.96 | 0.0000 |
| Within groups | 13,035.1141 | 2773 | 4.70072631 | ||
p value is significant at < 0.05
Source: computed from GDHS 2008 data file
One-way ANOVA results of males
| SS | df | MS | F | ||
|---|---|---|---|---|---|
| Educational level | |||||
| Between groups | 80.689389 | 3 | 26.896463 | 5.30 | 0.0012 |
| Within groups | 14,099.3808 | 2776 | 5.07902765 | ||
| Religion | |||||
| Between groups | 39.6559646 | 3 | 13.2186549 | 2.60 | 0.0509 |
| Within groups | 14,140.4142 | 2776 | 5.09380914 | ||
| Ethnicity | |||||
| Between groups | 140.26961 | 4 | 35.0674024 | 6.93 | 0.0000 |
| Within groups | 14,039.8005 | 2775 | 5.05938758 | ||
| Marital status | |||||
| Between groups | 151.142894 | 2 | 75.5714472 | 14.96 | 0.0000 |
| Within groups | 14,028.9272 | 2777 | 5.05182832 | ||
| Region | |||||
| Between groups | 599.51824 | 9 | 66.6131378 | 13.59 | 0.0000 |
| Within groups | 13,580.5519 | 2770 | 4.90272632 | ||
p value is significant at < 0.05
Source: computed from GDHS 2008 data file
Pairwise results of socio-demographic characteristics
| Tukey’s post hoc test results of females | |||
|---|---|---|---|
| Water consumption | Contrast (mean) | Standard error | |
| Ethnicity | |||
| Mole-Dagbani vs Ewe | − 0.4110991 | 0.1489361 | < 0.05 |
| Other vs Ewe | − 0.6350575 | 0.1554869 | < 0.05 |
| Marital status | |||
| Married vs never married | 0.4737177 | 0.085051 | < 0.05 |
| Region | |||
| Upper East vs Western | 1.115569 | 0.2120391 | < 0.05 |
| Northern vs Central | − 0.138987 | 0.2086699 | < 0.05 |
| Eastern vs Greater Accra | − 0.1392733 | 0.1668875 | < 0.05 |
| Northern vs Greater Accra | − 0.3846678 | 0.1678195 | < 0.05 |
| Upper East vs Greater Accra | 0.7525936 | 0.1883944 | < 0.05 |
| Eastern vs Volta | − 0.3709831 | 0.1950631 | < 0.05 |
| Ashanti vs Volta | − 0.7400901 | 0.1760586 | < 0.05 |
| Upper East vs Volta | 0.5208837 | 0.2137536 | < 0.05 |
| Northern vs Eastern | − 0.2453945 | 0.1850735 | < 0.05 |
| Upper East vs Eastern | 0.8918669 | 0.2039148 | < 0.05 |
| Upper West vs Eastern | − 0.7275843 | 0.1877788 | < 0.05 |
| Upper East vs Ashanti | 1.260974 | 0.1858179 | < 0.05 |
| Upper East vs Brong Ahafo | 1.209615 | 0.2089077 | < 0.05 |
| Upper East vs Northern | 1.137261 | 0.2046783 | < 0.05 |
| Upper West vs Upper East | − 1.619451 | 0.2071277 | < 0.05 |
Only significant pairings are shown in the table
Source: computed from GDHS 2008 data file
Pairwise results of socio-demographic characteristics
| Tukey’s post hoc test results for males | |||
|---|---|---|---|
| Water consumption | Contrast (mean) | Standard error | |
| Educational level | |||
| Higher vs no education | 0.5281515 | 0.196671 | < 0.05 |
| Higher vs primary | 0.7166027 | 0.1841116 | < 0.05 |
| Higher vs secondary | 0.4391311 | 0.1640866 | < 0.05 |
| Ethnicity | |||
| Ewe vs Akan | 0.3926644 | 0.1326872 | < 0.05 |
| Mole-Dagbani vs Akan | − 0.3427258 | 0.1093261 | < 0.05 |
| Mole-Dagbani vs Ewe | − 0.7353902 | 0.1429182 | < 0.05 |
| Marital status | |||
| Married vs never married | 0.4930049 | 0.0936365 | < 0.05 |
| Region | |||
| Greater Accra vs Western | 0.9992054 | 0.1861614 | < 0.05 |
| Volta vs Western | 0.8639772 | 0.2013107 | < 0.05 |
| Brong-Ahafo vs Central | − 0.8578511 | 0.221852 | < 0.05 |
| Upper West vs Central | − 0.7571981 | 0.2106115 | < 0.05 |
| Eastern vs Greater Accra | − 0.8724636 | 0.1805087 | < 0.05 |
| Ashanti vs Greater Accra | − 0.8125827 | 0.1570069 | < 0.05 |
| Brong-Ahafo vs Greater Accra | − 1.479911 | 0.1856714 | < 0.05 |
| Northern vs Greater Accra | − 1.089977 | 0.1701384 | < 0.05 |
| Upper East vs Greater Accra | − 0.7099007 | 0.1914884 | < 0.05 |
| Upper West vs Greater Accra | − 1.379258 | 0.1720835 | < 0.05 |
| Eastern vs Volta | − 0.7372355 | 0.1960952 | < 0.05 |
| Ashanti vs Volta | − 0.6773545 | 0.174703 | < 0.05 |
| Brong-Ahafo vs Volta | − 1.344683 | 0.2008577 | < 0.05 |
| Northern vs Volta | − 0.9547493 | 0.1865932 | < 0.05 |
| Upper West vs Volta | − 1.24403 | 0.1883685 | < 0.05 |
| Brong-Ahafo vs Ashanti | − 0.667328 | 0.1796129 | < 0.05 |
| Upper West vs Ashanti | − 0.566675 | 0.1655285 | < 0.05 |
| Upper East vs Brong-Ahafo | 0.77001 | 0.210422 | < 0.05 |
| Upper West vs Upper East | −0.669357 | 0.1985353 | < 0.05 |
Only significant pairings are shown in the table
Source: computed from GDHS 2008 data file
Poisson regression analysis of the association between socio-demographic characteristics and water intake
| Male | Female | |||||||
|---|---|---|---|---|---|---|---|---|
| Variable | IRR | S.E | 95% | CI | IRR | S.E | 95% | CI |
| Age | ||||||||
| 15–24(RC) | 1.000 | 1.000 | ||||||
| 25–34 | 1.112* | 0.022 | 1.070 | 1.156 | 1.103* | 0.025 | 1.054 | 1.153 |
| Level of education | ||||||||
| No education(RC) | 1.000 | 1.000 | ||||||
| Primary | 0.974 | 0.030 | 0.917 | 1.035 | 0.982 | 0.033 | 0.919 | 1.051 |
| Secondary | 1.008 | 0.028 | 0.954 | 1.064 | 1.023 | 0.031 | 0.964 | 1.085 |
| Higher | 1.021 | 0.039 | 0.948 | 1.100 | 1.027 | 0.049 | 0.934 | 1.129 |
| Religion | ||||||||
| Christian(RC) | 1.000 | 1.000 | ||||||
| Moslems | 1.016 | 0.028 | 0.961 | 1.073 | 1.011 | 0.038 | 0.940 | 1.088 |
| Traditional/spiritualists | 1.053 | 0.045 | 0.968 | 1.147 | 1.038 | 0.052 | 0.941 | 1.145 |
| Other | 1.062 | 0.042 | 0.982 | 1.149 | 0.995 | 0.054 | 0.894 | 1.106 |
| Ethnicity | ||||||||
| Akan | 1.052 | 0.042 | 0.972 | 1.139 | 1.022 | 0.041 | 0.943 | 1.107 |
| Ga-Dangme (RC) | 1.000 | 1.000 | ||||||
| Ewe | 1.022 | 0.044 | 0.938 | 1.114 | 1.027 | 0.049 | 0.934 | 1.129 |
| Mole-Dagbani | 1.024 | 0.054 | 0.922 | 1.136 | 0.927 | 0.053 | 0.828 | 1.038 |
| Other | 1.051 | 0.048 | 0.960 | 1.149 | 0.919** | 0.045 | 0.834 | 1.013 |
| Marital status | ||||||||
| Never married (RC) | 1.000 | 1.000 | ||||||
| Married/living together | 1.024 | 0.020 | 0.984 | 1.065 | 1.051** | 0.027 | 0.999 | 1.106 |
| Formerly married | 0.985 | 0.053 | 0.886 | 1.095 | 1.017 | 0.047 | 0.929 | 1.115 |
| Place of residence | ||||||||
| Urban | 1.028 | 0.023 | 0.983 | 1.075 | 1.044 | 0.030 | 0.986 | 1.106 |
| Rural (RC) | 1.000 | 1.000 | ||||||
| Region of residence | ||||||||
| Western | 0.855* | 0.040 | 0.780 | 0.937 | 0.962 | 0.049 | 0.869 | 1.064 |
| Central | 0.910* | 0.040 | 0.834 | 0.993 | 0.971 | 0.050 | 0.877 | 1.075 |
| Greater Accra (RC) | 1.000 | 1.000 | ||||||
| Volta | 1.019 | 0.041 | 0.941 | 1.103 | 1.053 | 0.053 | 0.954 | 1.162 |
| Eastern | 0.892* | 0.040 | 0.816 | 0.974 | 0.988 | 0.039 | 0.914 | 1.069 |
| Ashanti | 0.890* | 0.029 | 0.835 | 0.949 | 0.907* | 0.033 | 0.844 | 0.975 |
| Brong Ahafo | 0.773* | 0.029 | 0.719 | 0.832 | 0.956 | 0.056 | 0.852 | 1.073 |
| Northern | 0.851* | 0.035 | 0.785 | 0.922 | 0.985 | 0.062 | 0.871 | 1.114 |
| Upper East | 0.922 | 0.045 | 0.837 | 1.016 | 1.258* | 0.069 | 1.130 | 1.400 |
| Upper West | 0.823* | 0.038 | 0.751 | 0.902 | 0.923 | 0.051 | 0.828 | 1.029 |
| _hatsq = 0.551 | _hatsq = 0.584 | |||||||
Source: computed from GDHS 2008 data file
*< 0.05, **< 0.10