A multilevel analysis of regressors of access to improved drinking water and sanitation facilities in Ghana
Open accessAbstract
People's access to quality water and sanitation resources significantly improves their health. Using the 2014 Ghana DHS dataset, multilevel robust Poisson regression modelling was performed to investigate the factors that enhance Ghanaian households' access to improved sources of drinking water and toilet facilities. The results indicated that household head and household socioeconomic factors have significant effects on access to improved sources of drinking water and toilet facilities, and this varies from one community of residence to another. The following households had a higher probability of having access to improved sources of drinking water: female-headed households, households with heads who had at least attained middle-school-level education, urban households, and nonpoorest households. Correspondingly, the following households were more likely to have access to improved toilet facilities: female-headed households had a higher chance of access, as well as those whose heads had at least middle-school-level education, were at least 35 years old, or were currently married, rural households, households with a minimum of seven members, and households who attained at least middle wealth status. In their efforts to increase citizens' access to improved water and sanitation facilities, the government and other development organizations should develop citizens' wealth-creation capacities and enable their attainment of formal education.
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In Ghana, household responsibilities that require water use such as cooking, cleaning and laundry are mostly performed by women.
“In Ghana, household responsibilities that require water use such as cooking, cleaning and laundry are mostly performed by women.”
From Demographic disparities in unimproved drinking water and sanitation in Ghana: a nationally representative cross-sectional study (2022) · cites this paper as [19]
The Discussion says that, relative to men, most sub-Saharan African women have greater responsibility for water-intensive tasks including cooking, cleaning, and laundry. It offers this as a possible explanation for a finding about Ghanaian households, rather than establishing that women perform most of those tasks in Ghana specifically. (LLM, conf=0.84)
Experimental — accuracy not yet measuredFemale heads may seek to reduce the burden of getting water from unimproved sources by ensuring the household has access to improved water within the house.
“As such, it may be that female heads seek to reduce the burden of getting water from unimproved sources which are mostly distanced away from the house by making sure that the household has access to improved water within the house.19”
From Demographic disparities in unimproved drinking water and sanitation in Ghana: a nationally representative cross-sectional study (2022) · cites this paper as [19]
The Discussion proposes that female heads may seek to avoid fetching water from distant places by ensuring good household access to water, and the Results report greater access to improved drinking-water sources in female-headed households. It does not say the improved source is within the house or that the distant sources are necessarily unimproved; the Discussion includes public taps, boreholes, and sachet water among improved sources. (LLM, conf=0.87)
Experimental — accuracy not yet measuredHouseholds with more members are likely to contribute and mobilise resources for the construction of improved toilet facilities.
“The possible explanation could be that households with more members are likely to contribute and mobilise resources for the construction of improved toilet facilities.19 28”
From Demographic disparities in unimproved drinking water and sanitation in Ghana: a nationally representative cross-sectional study (2022) · cites this paper as [19]
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- Authors
- Agbadi, P., Darkwah, E., & Kenney, P. L.
- Affiliations
- Kwame Nkrumah University of Science and Technology (GH)
- University of Ghana (GH)
- Corresponding author
- Agbadi, Pascal
- Venue
- Journal of Environmental and Public Health
- Publisher
- Wiley
- Published
- 2019-06-04
- Volume
- 2019
- Pages
- 1-11
- ISSN
- 1687-9805 (ISSN-L)
- 1687-9813
- PMC
- PMC6589203
- OpenAlex
- W2948843443
- Cited by
- 73
- References
- 20
- Citations by year
- 2026: 11 · 2025: 15 · 2024: 15 · 2023: 13 · 2022: 10 · 2021: 6 · 2020: 3
- FWCI
- 3.62
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Journal of Environmental and Public Health (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Health Sciences › Nursing › Nutrition and Dietetics › Child Nutrition and Water Access
- Physical Sciences › Environmental Science › Water Science and Technology › Water Resource Management and Quality
- Physical Sciences › Environmental Science › Pollution › Energy and Environment Impacts
- Keywords
- improved sanitation, female-headed households, household education, household wealth, urban-rural differences, household size, Ghana
- MeSH terms
- Adolescent, Adult, Family Characteristics, Female, Ghana, Humans, Male, Middle Aged, Sanitation, Socioeconomic Factors, Toilet Facilities, Water Supply, Multilevel Analysis, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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