Effect of inter-observer variation on the association between contamination hazards and the microbiological quality of water sources: A longitudinal study
Effect of inter-observer variation on the association between contamination hazards and the microbiological quality of water sources: A longitudinal study
Sanitary risk inspection protocols are often used to identify contamination hazards at water sources; however, different observers sometimes struggle to record hazards consistently. This study aimed to assess the effect of inter-observer variation in hazard observations on the strength of relationships between observed hazards and the bacterial contamination of water sources, particularly relationships with animal-related hazards. In a longitudinal study, five surveyors independently recorded hazards at 93 water sources used by 234 households in Siaya County, Kenya, in both wet and dry seasons. One surveyor collected samples from sources for subsequent Escherichia coli and intestinal enterococci testing. The relationship between each surveyor’s hazard observations and high bacterial contamination was examined using logistic regression. After controlling for water source type and preceding rainfall; percentage scores for animal-related hazards were significantly related to high contamination with enterococci and E. coli for one surveyor (odds ratio 1.02; 95% confidence intervals 1.00–1.03 for both parameters), but not for the remaining four surveyors. The relationship between observed contamination hazards and the microbiological contamination of water sources is sensitive to variation in hazard recording between surveyors. Sanitary risk protocols should be designed to enable robust and consistent observation of hazards.
Cattle, Enterococcus, Escherichia coli, Kenya, Water pollution, Water supply
1-15
Okotto-Okotto, Joseph
a8cb5abe-ee03-4c93-978b-b02a02350e26
Gomes da Silva, D.
0a247507-43aa-4853-a41f-25d9324d9866
Kwoba, Emmah
25a80128-b537-43d4-a313-25026767b7d4
Thumbi, Samuel
74b28f8d-fafb-432f-8129-394944f2ed1a
Wanza, Peggy
fe7bfcdb-f5fd-492d-a60c-efe97fffb3b0
Yu, Weiyu
4cca6f0a-badb-4f1c-8b38-da29ba0b9e09
Wright, Jim
94990ecf-f8dd-4649-84f2-b28bf272e464
9 December 2020
Okotto-Okotto, Joseph
a8cb5abe-ee03-4c93-978b-b02a02350e26
Gomes da Silva, D.
0a247507-43aa-4853-a41f-25d9324d9866
Kwoba, Emmah
25a80128-b537-43d4-a313-25026767b7d4
Thumbi, Samuel
74b28f8d-fafb-432f-8129-394944f2ed1a
Wanza, Peggy
fe7bfcdb-f5fd-492d-a60c-efe97fffb3b0
Yu, Weiyu
4cca6f0a-badb-4f1c-8b38-da29ba0b9e09
Wright, Jim
94990ecf-f8dd-4649-84f2-b28bf272e464
Okotto-Okotto, Joseph, Gomes da Silva, D., Kwoba, Emmah, Thumbi, Samuel, Wanza, Peggy, Yu, Weiyu and Wright, Jim
(2020)
Effect of inter-observer variation on the association between contamination hazards and the microbiological quality of water sources: A longitudinal study.
International Journal of Environmental Research and Public Health, 17 (24), , [9192].
(doi:10.3390/ijerph17249192).
Abstract
Sanitary risk inspection protocols are often used to identify contamination hazards at water sources; however, different observers sometimes struggle to record hazards consistently. This study aimed to assess the effect of inter-observer variation in hazard observations on the strength of relationships between observed hazards and the bacterial contamination of water sources, particularly relationships with animal-related hazards. In a longitudinal study, five surveyors independently recorded hazards at 93 water sources used by 234 households in Siaya County, Kenya, in both wet and dry seasons. One surveyor collected samples from sources for subsequent Escherichia coli and intestinal enterococci testing. The relationship between each surveyor’s hazard observations and high bacterial contamination was examined using logistic regression. After controlling for water source type and preceding rainfall; percentage scores for animal-related hazards were significantly related to high contamination with enterococci and E. coli for one surveyor (odds ratio 1.02; 95% confidence intervals 1.00–1.03 for both parameters), but not for the remaining four surveyors. The relationship between observed contamination hazards and the microbiological contamination of water sources is sensitive to variation in hazard recording between surveyors. Sanitary risk protocols should be designed to enable robust and consistent observation of hazards.
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Accepted/In Press date: 2 December 2020
Published date: 9 December 2020
Keywords:
Cattle, Enterococcus, Escherichia coli, Kenya, Water pollution, Water supply
Identifiers
Local EPrints ID: 445655
URI: http://eprints.soton.ac.uk/id/eprint/445655
ISSN: 1660-4601
PURE UUID: 67931fc1-570d-4cc7-8c16-71f950692686
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Date deposited: 05 Jan 2021 17:32
Last modified: 17 Mar 2024 02:59
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Contributors
Author:
Joseph Okotto-Okotto
Author:
D. Gomes da Silva
Author:
Emmah Kwoba
Author:
Samuel Thumbi
Author:
Peggy Wanza
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