Skip to main content
Top
Published in: BMC Public Health 1/2022

Open Access 01-12-2022 | Diarrhea | Research

Dam-mediated flooding impact on outpatient attendance and diarrhoea cases in northern Ghana: a mixed methods study

Authors: Winfred Dotse-Gborgbortsi, Duah Dwomoh, Moses Asamoah, Faustina Twumwaa Gyimah, Mawuli Dzodzomenyo, Chengxiu Li, George Akowuah, Anthony Ofosu, Jim Wright

Published in: BMC Public Health | Issue 1/2022

Login to get access

Abstract

Background

Floods are the most frequently occurring natural disaster and constitute a significant public health risk. Several operational satellite-based flood detection systems quantify flooding extent, but it is unclear how far the choice of satellite-based flood product affects the findings of epidemiological studies of associated public health risks. Few studies of flooding’s health impacts have used mixed methods to enrich understanding of these impacts. This study therefore aims to evaluate the relationship between two satellite-derived flood products with outpatient attendance and diarrhoeal disease in northern Ghana, identifying plausible reasons for observed relationships via qualitative interviews.

Methods

A convergent parallel mixed methods design combined an ecological time series with focus group discussions and key informant interviews. Through an ecological time series component, monthly outpatient attendance and diarrhoea case counts from health facilities in two flood-prone districts for 2016–2020 were integrated with monthly flooding map layers classified via the Moderate Resolution Imaging Spectroradiometer (MODIS) and Landsat satellite sensors. The relationship between reported diarrhoea and outpatient attendance with flooding was examined using Poisson regression, controlling for seasonality and facility catchment population. Four focus group discussions with affected community members and four key informant interviews with health professionals explored flooding’s impact on healthcare delivery and access.

Results

Flooding detected via Landsat better predicted outpatient attendance and diarrhoea than flooding via MODIS. Outpatient attendance significantly reduced as LandSat-derived flood area per facility catchment increased (adjusted Incidence Rate Ratio = 0.78, 95% CI: 0.61–0.99, p < 0.05), whilst reported diarrhoea significantly increased with flood area per facility catchment (adjusted Incidence Rate Ratio = 4.27, 95% CI: 2.74—6.63, p < 0.001). Key informants noted how flooding affected access to health services as patients and health professionals could not reach the health facility and emergency referrals were unable to travel.

Conclusions

The significant reduction in outpatient attendance during flooding suggests that flooding impairs healthcare delivery. The relationship is sensitive to the choice of satellite-derived flood product, so future studies should consider integrating multiple sources of satellite imagery for more robust exposure assessment. Health teams and communities should plan spatially targeted flood mitigation and health system adaptation strategies that explicitly address population and workforce mobility issues.
Appendix
Available only for authorised users
Literature
1.
go back to reference Guha-Sapir D, Vos F, Below R. Annual Disaster Statistical Review 2010: the numbers and tresnds. Brussels, Belgium: (CRED) CfRotEoD; 2011. Guha-Sapir D, Vos F, Below R. Annual Disaster Statistical Review 2010: the numbers and tresnds. Brussels, Belgium: (CRED) CfRotEoD; 2011.
3.
go back to reference Smith KR, Woodward A, Campbell-Lendrum D, Chadee DD, Honda Y, Liu Q, et al. Human health: impacts, adaptation and co-benefits. In: Field CB, Barros V, Dokken D, Mach M, Mastrandrea M, Bilir T, et al., editors. Climate Change 2014: impacts, adaptation and vulnerability Part A: Global and Sectoral Aspects Contribution of Working Group II to the Fifth Assessment Report of the Inter-governmental panel on climate change. Cambridge: Cambridge University Press; 2014. p. 706–54. Smith KR, Woodward A, Campbell-Lendrum D, Chadee DD, Honda Y, Liu Q, et al. Human health: impacts, adaptation and co-benefits. In: Field CB, Barros V, Dokken D, Mach M, Mastrandrea M, Bilir T, et al., editors. Climate Change 2014: impacts, adaptation and vulnerability Part A: Global and Sectoral Aspects Contribution of Working Group II to the Fifth Assessment Report of the Inter-governmental panel on climate change. Cambridge: Cambridge University Press; 2014. p. 706–54.
4.
go back to reference Zarfl C, Lumsdon AE, Berlekamp J, Tydecks L, Tockner K. A global boom in hydropower dam construction. Aquat Sci. 2015;77(1):161–70.CrossRef Zarfl C, Lumsdon AE, Berlekamp J, Tydecks L, Tockner K. A global boom in hydropower dam construction. Aquat Sci. 2015;77(1):161–70.CrossRef
6.
go back to reference Richter BD, Postel S, Revenga C, Scudder T, Lehner B, Churchill A, et al. Lost in development’s shadow: the downstream human consequences of dams. Water Altern Interdiscip J Water Polit Dev. 2010;3(2):14–42. Richter BD, Postel S, Revenga C, Scudder T, Lehner B, Churchill A, et al. Lost in development’s shadow: the downstream human consequences of dams. Water Altern Interdiscip J Water Polit Dev. 2010;3(2):14–42.
7.
go back to reference Levy K, Woster AP, Goldstein RS, Carlton EJ. Untangling the impacts of climate change on waterborne diseases: a systematic review of relationships between diarrheal diseases and temperature, rainfall, flooding, and drought. Environ Sci Technol. 2016;50(10):4905–22.PubMedPubMedCentralCrossRef Levy K, Woster AP, Goldstein RS, Carlton EJ. Untangling the impacts of climate change on waterborne diseases: a systematic review of relationships between diarrheal diseases and temperature, rainfall, flooding, and drought. Environ Sci Technol. 2016;50(10):4905–22.PubMedPubMedCentralCrossRef
8.
go back to reference Hashizume M, Wagatsuma Y, Faruque ASG, Hayashi T, Hunter PR, Armstrong B, et al. Factors determining vulnerability to diarrhoea during and after severe floods in Bangladesh. J Water Health. 2008;6(3):323–32.PubMedCrossRef Hashizume M, Wagatsuma Y, Faruque ASG, Hayashi T, Hunter PR, Armstrong B, et al. Factors determining vulnerability to diarrhoea during and after severe floods in Bangladesh. J Water Health. 2008;6(3):323–32.PubMedCrossRef
9.
go back to reference Cann KF, Thomas DR, Salmon RL, Wyn-Jones AP, Kay D. Extreme water-related weather events and waterborne disease. Epidemiol Infect. 2013;141(4):671–86.PubMedCrossRef Cann KF, Thomas DR, Salmon RL, Wyn-Jones AP, Kay D. Extreme water-related weather events and waterborne disease. Epidemiol Infect. 2013;141(4):671–86.PubMedCrossRef
10.
go back to reference Vieira CB, Correa AD, de Jesus MS, Luz SLB, Wyn-Jones P, Kay D, et al. The Impact of the Extreme Amazonian Flood Season on the Incidence of Viral Gastroenteritis Cases. Food Environ Virol. 2017;9(2):195–207.PubMedCrossRef Vieira CB, Correa AD, de Jesus MS, Luz SLB, Wyn-Jones P, Kay D, et al. The Impact of the Extreme Amazonian Flood Season on the Incidence of Viral Gastroenteritis Cases. Food Environ Virol. 2017;9(2):195–207.PubMedCrossRef
11.
go back to reference Davies GI, McIver L, Kim Y, Hashizume M, Iddings S, Chan V. Water-Borne Diseases and Extreme Weather Events in Cambodia: Review of Impacts and Implications of Climate Change. Int J Environ Res Public Health. 2015;12(1):191–213.CrossRef Davies GI, McIver L, Kim Y, Hashizume M, Iddings S, Chan V. Water-Borne Diseases and Extreme Weather Events in Cambodia: Review of Impacts and Implications of Climate Change. Int J Environ Res Public Health. 2015;12(1):191–213.CrossRef
12.
go back to reference Zhang N, Song DD, Zhang J, Liao WM, Miao KC, Zhong S, et al. The impact of the 2016 flood event in Anhui Province, China on infectious diarrhea disease: an interrupted time-series study. Environ Int. 2019;127:801–9.PubMedCrossRef Zhang N, Song DD, Zhang J, Liao WM, Miao KC, Zhong S, et al. The impact of the 2016 flood event in Anhui Province, China on infectious diarrhea disease: an interrupted time-series study. Environ Int. 2019;127:801–9.PubMedCrossRef
13.
go back to reference Saulnier DD, Ribacke KB, von Schreeb J. No Calm After the storm: a systematic review of human health following flood and storm disasters. Prehosp Disaster Med. 2017;32(5):568–79.PubMedCrossRef Saulnier DD, Ribacke KB, von Schreeb J. No Calm After the storm: a systematic review of human health following flood and storm disasters. Prehosp Disaster Med. 2017;32(5):568–79.PubMedCrossRef
14.
go back to reference Saulnier DD, Hanson C, Ir P, Alvesson HM, von Schreeb J. The Effect of Seasonal Floods on Health: Analysis of Six Years of National Health Data and Flood Maps. Int J Environ Res Public Health. 2018;15(4):665.PubMedCentralCrossRef Saulnier DD, Hanson C, Ir P, Alvesson HM, von Schreeb J. The Effect of Seasonal Floods on Health: Analysis of Six Years of National Health Data and Flood Maps. Int J Environ Res Public Health. 2018;15(4):665.PubMedCentralCrossRef
15.
go back to reference Nigro J, Slayback D, Policelli F, Brakenridge R. NASA/DFO MODIS Near Real-Time (NRT) Global Flood Mappin Product Evaluation of Flood and Permanent Water Detection. Greenbelt, MD, USA: NASA; 2014. Nigro J, Slayback D, Policelli F, Brakenridge R. NASA/DFO MODIS Near Real-Time (NRT) Global Flood Mappin Product Evaluation of Flood and Permanent Water Detection. Greenbelt, MD, USA: NASA; 2014.
16.
go back to reference Revilla-Romero B, Hirpa FA, Pozo JT, Salamon P, Brakenridge R, Pappenberger F, et al. On the Use of Global Flood Forecasts and Satellite-Derived Inundation Maps for Flood Monitoring in Data-Sparse Regions. Remote Sensing. 2015;7(11):15702-15728. https://www.mdpi.com/2072-4292/7/11/15702. Revilla-Romero B, Hirpa FA, Pozo JT, Salamon P, Brakenridge R, Pappenberger F, et al. On the Use of Global Flood Forecasts and Satellite-Derived Inundation Maps for Flood Monitoring in Data-Sparse Regions. Remote Sensing. 2015;7(11):15702-15728. https://​www.​mdpi.​com/​2072-4292/​7/​11/​15702.
17.
go back to reference Fernandez A, Black J, Jones M, Wilson L, Salvador-Carulla L, Astell-Burt T, et al. Flooding and Mental Health: A Systematic Mapping Review. PLoS ONE. 2015;10(4):e0119929.PubMedPubMedCentralCrossRef Fernandez A, Black J, Jones M, Wilson L, Salvador-Carulla L, Astell-Burt T, et al. Flooding and Mental Health: A Systematic Mapping Review. PLoS ONE. 2015;10(4):e0119929.PubMedPubMedCentralCrossRef
18.
go back to reference Shah R, Miller NP, Mothabbir G. Approaches to support continued iCCM implementation during a flooding emergency in rural Bangladesh. J Glob Health. 2019;9(2):021001-.PubMedPubMedCentralCrossRef Shah R, Miller NP, Mothabbir G. Approaches to support continued iCCM implementation during a flooding emergency in rural Bangladesh. J Glob Health. 2019;9(2):021001-.PubMedPubMedCentralCrossRef
19.
go back to reference Walker-Springett K, Butler C, Adger WN. Wellbeing in the aftermath of floods. Health Place. 2017;43:66–74.PubMedCrossRef Walker-Springett K, Butler C, Adger WN. Wellbeing in the aftermath of floods. Health Place. 2017;43:66–74.PubMedCrossRef
20.
go back to reference Seidu R, Stenström TA, Löfman O. A comparative cohort study of the effect of rainfall and temperature on diarrhoeal disease in faecal sludge and non-faecal sludge applying communities, Northern Ghana. J Water Climate Change. 2013;4(2):90–102.CrossRef Seidu R, Stenström TA, Löfman O. A comparative cohort study of the effect of rainfall and temperature on diarrhoeal disease in faecal sludge and non-faecal sludge applying communities, Northern Ghana. J Water Climate Change. 2013;4(2):90–102.CrossRef
21.
go back to reference Codjoe SNA, Gough KV, Wilby RL, Kasei R, Yankson PWK, Amankwaa EF, et al. Impact of extreme weather conditions on healthcare provision in urban Ghana. Soc Sci Med. 2020;258:113072.PubMedCrossRef Codjoe SNA, Gough KV, Wilby RL, Kasei R, Yankson PWK, Amankwaa EF, et al. Impact of extreme weather conditions on healthcare provision in urban Ghana. Soc Sci Med. 2020;258:113072.PubMedCrossRef
22.
go back to reference Li C, Dash J, Asamoah M, Sheffield J, Dzodzomenyo M, Gebrechorkos SH, et al. Increased flooded area and exposure in the White Volta river basin in Western Africa, identified from multi-source remote sensing data. Sci Rep. 2022;12(1):3701.PubMedPubMedCentralCrossRef Li C, Dash J, Asamoah M, Sheffield J, Dzodzomenyo M, Gebrechorkos SH, et al. Increased flooded area and exposure in the White Volta river basin in Western Africa, identified from multi-source remote sensing data. Sci Rep. 2022;12(1):3701.PubMedPubMedCentralCrossRef
23.
go back to reference GSS. Ghana 2021 population and housing census. Accra: Ghana Statistical Service; 2021. GSS. Ghana 2021 population and housing census. Accra: Ghana Statistical Service; 2021.
24.
go back to reference Faure A. Improving public information about large hydroelectric dams: Case studies in France and West Africa. Nat Res Forum. 2003;27(1):32–41.CrossRef Faure A. Improving public information about large hydroelectric dams: Case studies in France and West Africa. Nat Res Forum. 2003;27(1):32–41.CrossRef
26.
go back to reference Nsiah-Boateng E, Aikins M. Trends and characteristics of enrolment in the National Health Insurance Scheme in Ghana: a quantitative analysis of longitudinal data. Global Health Res Policy. 2018;3(1):32.CrossRef Nsiah-Boateng E, Aikins M. Trends and characteristics of enrolment in the National Health Insurance Scheme in Ghana: a quantitative analysis of longitudinal data. Global Health Res Policy. 2018;3(1):32.CrossRef
27.
go back to reference Assan A, Takian A, Aikins M, Akbarisari A. Universal health coverage necessitates a system approach: an analysis of Community-based Health Planning and Services (CHPS) initiative in Ghana. Glob Health. 2018;14(1):107.CrossRef Assan A, Takian A, Aikins M, Akbarisari A. Universal health coverage necessitates a system approach: an analysis of Community-based Health Planning and Services (CHPS) initiative in Ghana. Glob Health. 2018;14(1):107.CrossRef
28.
go back to reference Kayode GA, Amoakoh-Coleman M, Brown-Davies C, Grobbee DE, Agyepong IA, Ansah E, et al. Quantifying the Validity of Routine Neonatal Healthcare Data in the Greater Accra Region, Ghana. PLoS ONE. 2014;9(8):e104053.PubMedPubMedCentralCrossRef Kayode GA, Amoakoh-Coleman M, Brown-Davies C, Grobbee DE, Agyepong IA, Ansah E, et al. Quantifying the Validity of Routine Neonatal Healthcare Data in the Greater Accra Region, Ghana. PLoS ONE. 2014;9(8):e104053.PubMedPubMedCentralCrossRef
29.
go back to reference Pekel JF, Cottam A, Gorelick N, Belward AS. High-resolution mapping of global surface water and its long-term changes. Nature. 2016;540(7633):418-+.PubMedCrossRef Pekel JF, Cottam A, Gorelick N, Belward AS. High-resolution mapping of global surface water and its long-term changes. Nature. 2016;540(7633):418-+.PubMedCrossRef
31.
go back to reference Linard C, Gilbert M, Snow RW, Noor AM, Tatem AJ. Population Distribution, Settlement Patterns and Accessibility across Africa in 2010. PLoS ONE. 2012;7(2):e31743.PubMedPubMedCentralCrossRef Linard C, Gilbert M, Snow RW, Noor AM, Tatem AJ. Population Distribution, Settlement Patterns and Accessibility across Africa in 2010. PLoS ONE. 2012;7(2):e31743.PubMedPubMedCentralCrossRef
34.
go back to reference Funk C, Peterson P, Landsfeld M, Pedreros D, Verdin J, Shukla S, et al. The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes. Scientific Data. 2015;2(1):150066.PubMedPubMedCentralCrossRef Funk C, Peterson P, Landsfeld M, Pedreros D, Verdin J, Shukla S, et al. The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes. Scientific Data. 2015;2(1):150066.PubMedPubMedCentralCrossRef
35.
go back to reference Dotse-Gborgbortsi W, Tatem AJ, Alegana V, Utazi CE, Ruktanonchai CW, Wright J. Spatial inequalities in skilled attendance at birth in Ghana: a multilevel analysis integrating health facility databases with household survey data. Tropical Med Int Health. 2020;25(9):1044–54.CrossRef Dotse-Gborgbortsi W, Tatem AJ, Alegana V, Utazi CE, Ruktanonchai CW, Wright J. Spatial inequalities in skilled attendance at birth in Ghana: a multilevel analysis integrating health facility databases with household survey data. Tropical Med Int Health. 2020;25(9):1044–54.CrossRef
36.
go back to reference Tobler W. Three presentations on geographical analysis and modelling. Santa Barbara, CA: NCGIA, University of California; 1993. Report No.: CA93106‐4060. Tobler W. Three presentations on geographical analysis and modelling. Santa Barbara, CA: NCGIA, University of California; 1993. Report No.: CA93106‐4060.
37.
go back to reference Smyth I, Hai VM. The disaster crunch model: guidelines for a gendered approach. Oxford: Oxfam, GB; 2012. Smyth I, Hai VM. The disaster crunch model: guidelines for a gendered approach. Oxford: Oxfam, GB; 2012.
38.
go back to reference StataCorp. Stata Statistical Software. 16th ed. College Station: Statacorp LLC; 2019. StataCorp. Stata Statistical Software. 16th ed. College Station: Statacorp LLC; 2019.
39.
go back to reference Braun V, Clarke V. Using thematic analysis in psychology. Qual Res Psychol. 2006;3(2):77–101.CrossRef Braun V, Clarke V. Using thematic analysis in psychology. Qual Res Psychol. 2006;3(2):77–101.CrossRef
40.
go back to reference Edhlund B, McDougall A. NVivo 12 essentials: your guide to the world’s most powerful data analysis software. Stallarholmen: Form & Kunskap; 2019. Edhlund B, McDougall A. NVivo 12 essentials: your guide to the world’s most powerful data analysis software. Stallarholmen: Form & Kunskap; 2019.
41.
go back to reference Fetters MD, Curry LA, Creswell JW. Achieving Integration in Mixed Methods Designs—Principles and Practices. Health Serv Res. 2013;48(6pt2):2134–56.PubMedPubMedCentralCrossRef Fetters MD, Curry LA, Creswell JW. Achieving Integration in Mixed Methods Designs—Principles and Practices. Health Serv Res. 2013;48(6pt2):2134–56.PubMedPubMedCentralCrossRef
42.
go back to reference Shimi AC, Parvin GA, Biswas C, Shaw R. Impact and adaptation to flood: A focus on water supply, sanitation and health problems of rural community in Bangladesh. Disaster Prev Manag Int J. 2010;19(3):298–313.CrossRef Shimi AC, Parvin GA, Biswas C, Shaw R. Impact and adaptation to flood: A focus on water supply, sanitation and health problems of rural community in Bangladesh. Disaster Prev Manag Int J. 2010;19(3):298–313.CrossRef
43.
go back to reference Schwartz BS, Harris JB, Khan AI, Larocque RC, Sack DA, Malek MA, et al. Diarrheal epidemics in Dhaka, Bangladesh, during three consecutive floods: 1988, 1998, and 2004. Am J Trop Med Hyg. 2006;74(6):1067–73.PubMedCrossRef Schwartz BS, Harris JB, Khan AI, Larocque RC, Sack DA, Malek MA, et al. Diarrheal epidemics in Dhaka, Bangladesh, during three consecutive floods: 1988, 1998, and 2004. Am J Trop Med Hyg. 2006;74(6):1067–73.PubMedCrossRef
44.
go back to reference Baten A, Wallemacq P, van Loenhout JAF, Guha-Sapir D. Impact of Recurrent Floods on the Utilization of Maternal and Newborn Healthcare in Bangladesh. Matern Child Health J. 2020;24(6):748–58.PubMedCrossRef Baten A, Wallemacq P, van Loenhout JAF, Guha-Sapir D. Impact of Recurrent Floods on the Utilization of Maternal and Newborn Healthcare in Bangladesh. Matern Child Health J. 2020;24(6):748–58.PubMedCrossRef
45.
go back to reference Pregnolato M, Ford A, Wilkinson SM, Dawson RJ. The impact of flooding on road transport: A depth-disruption function. Transp Res Part D Transp Environ. 2017;55:67–81.CrossRef Pregnolato M, Ford A, Wilkinson SM, Dawson RJ. The impact of flooding on road transport: A depth-disruption function. Transp Res Part D Transp Environ. 2017;55:67–81.CrossRef
46.
go back to reference Huang C, Chen Y, Zhang S, Wu J. Detecting, Extracting, and Monitoring Surface Water From Space Using Optical Sensors: A Review. Rev Geophys. 2018;56(2):333–60.CrossRef Huang C, Chen Y, Zhang S, Wu J. Detecting, Extracting, and Monitoring Surface Water From Space Using Optical Sensors: A Review. Rev Geophys. 2018;56(2):333–60.CrossRef
47.
go back to reference DeVries B, Huang C, Armston J, Huang W, Jones JW, Lang MW. Rapid and robust monitoring of flood events using Sentinel-1 and Landsat data on the Google Earth Engine. Remote Sens Environ. 2020;240:111664.CrossRef DeVries B, Huang C, Armston J, Huang W, Jones JW, Lang MW. Rapid and robust monitoring of flood events using Sentinel-1 and Landsat data on the Google Earth Engine. Remote Sens Environ. 2020;240:111664.CrossRef
48.
go back to reference Udo J, Klopstra D, Hartman M, Andah W, van de Giessen N, Termes P, et al. North Ghana Sustainable Development, Disaster Prevention and Water Resources Management: flood hazard assessment. Netherlands: White Volta. Lelystad; 2012. Udo J, Klopstra D, Hartman M, Andah W, van de Giessen N, Termes P, et al. North Ghana Sustainable Development, Disaster Prevention and Water Resources Management: flood hazard assessment. Netherlands: White Volta. Lelystad; 2012.
49.
go back to reference Hurford AP, Huskova I, Harou JJ. Using many-objective trade-off analysis to help dams promote economic development, protect the poor and enhance ecological health. Environ Sci Policy. 2014;38:72–86.CrossRef Hurford AP, Huskova I, Harou JJ. Using many-objective trade-off analysis to help dams promote economic development, protect the poor and enhance ecological health. Environ Sci Policy. 2014;38:72–86.CrossRef
50.
go back to reference Dotse-Gborgbortsi W, Dwomoh D, Alegana V, Hill A, Tatem AJ, Wright J. The influence of distance and quality on utilisation of birthing services at health facilities in Eastern Region, Ghana. BMJ Glob Health. 2020;4(Suppl 5):e002020.PubMedPubMedCentralCrossRef Dotse-Gborgbortsi W, Dwomoh D, Alegana V, Hill A, Tatem AJ, Wright J. The influence of distance and quality on utilisation of birthing services at health facilities in Eastern Region, Ghana. BMJ Glob Health. 2020;4(Suppl 5):e002020.PubMedPubMedCentralCrossRef
51.
go back to reference Milojevic A, Armstrong B, Hashizume M, McAllister K, Faruque A, Yunus M, et al. Health Effects of Flooding in Rural Bangladesh. Epidemiology. 2012;23(1):107–15.PubMedCrossRef Milojevic A, Armstrong B, Hashizume M, McAllister K, Faruque A, Yunus M, et al. Health Effects of Flooding in Rural Bangladesh. Epidemiology. 2012;23(1):107–15.PubMedCrossRef
53.
go back to reference Maïga A, Jiwani SS, Mutua MK, Porth TA, Taylor CM, Asiki G, et al. Generating statistics from health facility data: the state of routine health information systems in Eastern and Southern Africa. BMJ Glob Health. 2019;4(5):e001849.PubMedPubMedCentralCrossRef Maïga A, Jiwani SS, Mutua MK, Porth TA, Taylor CM, Asiki G, et al. Generating statistics from health facility data: the state of routine health information systems in Eastern and Southern Africa. BMJ Glob Health. 2019;4(5):e001849.PubMedPubMedCentralCrossRef
54.
go back to reference Hagan R, Marx MA, Finnegan KE, Naphini P, Ng’ambi K, et al. National assessment of data quality and associated systems-level factors in Malawi. Glob Health Sci Pract. 2017;5(3):367.CrossRef Hagan R, Marx MA, Finnegan KE, Naphini P, Ng’ambi K, et al. National assessment of data quality and associated systems-level factors in Malawi. Glob Health Sci Pract. 2017;5(3):367.CrossRef
55.
go back to reference Smith A, Bates PD, Wing O, Sampson C, Quinn N, Neal J. New estimates of flood exposure in developing countries using high-resolution population data. Nat Commun. 2019;10(1):1814.PubMedPubMedCentralCrossRef Smith A, Bates PD, Wing O, Sampson C, Quinn N, Neal J. New estimates of flood exposure in developing countries using high-resolution population data. Nat Commun. 2019;10(1):1814.PubMedPubMedCentralCrossRef
56.
go back to reference Van Minh H, Tuan Anh T, Rocklöv J, BaoGiang K, Trang LQ, Sahlen K-G, et al. Primary healthcare system capacities for responding to storm and flood-related health problems: a case study from a rural district in central Vietnam. Glob Health Action. 2014;7:23007-.PubMedCrossRef Van Minh H, Tuan Anh T, Rocklöv J, BaoGiang K, Trang LQ, Sahlen K-G, et al. Primary healthcare system capacities for responding to storm and flood-related health problems: a case study from a rural district in central Vietnam. Glob Health Action. 2014;7:23007-.PubMedCrossRef
57.
go back to reference Levin N, Kyba CCM, Zhang Q, SánchezdeMiguel A, Román MO, Li X, et al. Remote sensing of night lights: a review and an outlook for the future. Remote Sensing Environ. 2020;237:111443.CrossRef Levin N, Kyba CCM, Zhang Q, SánchezdeMiguel A, Román MO, Li X, et al. Remote sensing of night lights: a review and an outlook for the future. Remote Sensing Environ. 2020;237:111443.CrossRef
58.
go back to reference Makanga PT, Schuurman N, Sacoor C, Boene HE, Vilanculo F, Vidler M, et al. Seasonal variation in geographical access to maternal health services in regions of southern Mozambique. Int J Health Geogr. 2017;16(1):1.PubMedPubMedCentralCrossRef Makanga PT, Schuurman N, Sacoor C, Boene HE, Vilanculo F, Vidler M, et al. Seasonal variation in geographical access to maternal health services in regions of southern Mozambique. Int J Health Geogr. 2017;16(1):1.PubMedPubMedCentralCrossRef
Metadata
Title
Dam-mediated flooding impact on outpatient attendance and diarrhoea cases in northern Ghana: a mixed methods study
Authors
Winfred Dotse-Gborgbortsi
Duah Dwomoh
Moses Asamoah
Faustina Twumwaa Gyimah
Mawuli Dzodzomenyo
Chengxiu Li
George Akowuah
Anthony Ofosu
Jim Wright
Publication date
01-12-2022
Publisher
BioMed Central
Keywords
Diarrhea
Diarrhea
Published in
BMC Public Health / Issue 1/2022
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-022-14568-w

Other articles of this Issue 1/2022

BMC Public Health 1/2022 Go to the issue