Developing a representative community health survey sampling frame using open-source remote satellite imagery in Mozambique

International Journal of Health Geographics

Volumn 17, Issue 1, 2018, Pages

  Wagenaar, Bradley H ^a,b   Augusto, Orvalho ^a,b,c   Ásbjörnsdóttir, Kristjana ^a,b   Akullian, Adam ^d   Manaca, Nelia ^b   Chale, Falume ^e   Muanido, Alberto ^b   Covele, Alfredo ^b   Michel, Cathy ^b   Gimbel, Sarah ^a,b   Radford, Tyler ^f   Girardot, Blake ^f   Sherr, Kenneth ^a,b  

^a UNIVERSITY OF WASHINGTON   (United States)

^b HEALTH ALLIANCE INTERNATIONAL   (United States)

^c EDUARDO MONDLANE UNIVERSITY   (Mozambique)

^d INSTITUTE FOR DISEASE MODELING   (United States)

^e Beira Operations Research Center   (Mozambique)

^f Humanitarian OpenStreetMap Team   (United States)

Author keywords

Evaluation; Geographic information systems; Mozambique; Remote sensing; Sampling; Satellite imagery; Survey design

Indexed keywords

DATABASE; GIS; HEALTH SURVEY; REMOTE SENSING; SAMPLING; SATELLITE IMAGERY; SURVEY DESIGN;

MANICA; MOZAMBIQUE; SOFALA;

ADOLESCENT; ADULT; CHILD; EPIDEMIOLOGY; FAMILY SIZE; FEMALE; HEALTH SURVEY; HUMAN; MALE; MOZAMBIQUE; POPULATION RESEARCH; PROCEDURES; QUESTIONNAIRE; SATELLITE IMAGERY; STATISTICS AND NUMERICAL DATA; YOUNG ADULT;

ADOLESCENT; ADULT; CENSUSES; CHILD; FAMILY CHARACTERISTICS; FEMALE; HEALTH SURVEYS; HUMANS; MALE; MOZAMBIQUE; SATELLITE IMAGERY; SURVEYS AND QUESTIONNAIRES; YOUNG ADULT;

EID: 85055618584     PISSN: None     EISSN: 1476072X     Source Type: Journal    
DOI: 10.1186/s12942-018-0158-4     Document Type: Article

References (25)

1. Viel J, Tran A. Estimating denominators: satellite-based population estimates at a fine spatial resolution in a european urban area. Epidemiology. 2009;20(2):214-22.
2. Ye Y, Wamukoya M, Ezeh A, Emina JBO, Sankoh O. Health and demographic surveillance systems: a step towards full civil registration and vital statistics system in sub-Sahara Africa ? BMC Public Health. 2012;12(1):1.
3. ICF International. Sampling and household listing manual: demographic and health surveys methodology. Maryland: Calverton; 2012.
4. UNICEF. Multiple indicator cluster survey manual: chapter 4 designing and selecting the sample. 2017.
5. Chang AY, Parrales ME, Jimenez J, Sobieszczyk ME, Hammer SM, Copenhaver DJ, et al. Combining Google Earth and GIS mapping technologies in a dengue surveillance system for developing countries. Int J Health Geogr. 2009;8(49):1-11.
6. Gammino VM, Nuhu A, Chenoweth P, Manneh F, Young RR, Sugerman DE, et al. Using geographic information systems to track polio vaccination team performance: pilot project report. J Infect Dis. 2014;210(S1):S98-101.
7. Kabaria CW, Molteni F, Mandike R, Chacky F, Noor AM, Snow RW, et al. Mapping intra-urban malaria risk using high resolution satellite imagery: a case study of Dar es Salaam. Int J Health Geogr. 2016;15:1-12.
8. Rogers DJ, Randolph SE, Snow RW, Hay SI. Satellite imagery in the study and forecast of malaria. Nature. 2002;415:710-5.
9. Chirwa I. Census mapping using satellite imagery in Malawi. In: United Nations Regional Workshop on the 2020 World Programme on Population and Housing Censuses. Lusaka, Zambia; 2017. https://www.goog. Accessed 26 Sept 2017.
10. Escamilla V, Emch M, Dandalo L, Miller WC, Hoffman I. Sampling at community level by using satellite imagery and geographical analysis. Bull World Health Organ. 2014;92:690-4.
11. Wampler P, Rediske R, Molla A. Using ArcMap, Google Earth, and Global Positioning Systems to select and locate random households in rural Haiti Using ArcMap, Google Earth, and Global Positioning Systems to select and locate random households in rural Haiti. Int J Health Geogr. 2013;12(3):1-7.
12. Galway LP, Bell N, Ae S, Shatari A, Hagopian A, Burnham G, et al. A two-stage cluster sampling method using gridded population data, a GIS, and Google Earth TM imagery in a population-based mortality survey in Iraq. Int J Health Geogr. 2012;11(12):1-9.
13. Kamanga A, Renn S, Pollard D, Bridges DJ, Chirwa B, Pinchoff J, et al. Open-source satellite enumeration to map households: planning and targeting indoor residual spraying for malaria. Malar J. 2015;14:1-7.
14. Shannon HS, Hutson R, Kolbe A, Stringer B, Haines T. Choosing a survey sample when data on the population are limited: a method using Global Positioning Systems and aerial and satellite photographs. Emerg Themes Epidemiol. 2012;9(5):1-7.
15. Haenssgen MJ. Satellite-aided survey sampling and implementation in low- and middle-income contexts: a low-cost/low-tech alternative. Emerg Themes Epidemiol. 2015;12:1-10.
16. Sherr K, Cuembelo F, Michel C, Gimbel S, Micek M, Kariaganis M, et al. Strengthening integrated primary health care in Sofala, Mozambique. BMC Health Serv Res. 2013;13(Suppl 2):S4.
17. United States Central Intelligence Agency. CIA World Factbook: Mozambique. https://www.cia.gov/library/publications/the-world-factbook/geos/print_mz.html. Accessed 27 Sept 2017.
18. United Nations Development Programme. Human Development Report 2016: Mozambique. http://hdr.undp.org/sites/all/themes/hdr_theme/country-notes/MOZ.pdf. Accessed 27 Sept 2017.
19. Mozambican Ministry of Health. Inquérito de Indicadores de Imunização, Malária e HIV/SIDA em Moçambique (IMASIDA). 2016.
20. Fernandes QF, Wagenaar BH, Anselmi L, Pfeiffer J, Gloyd S, Sherr K. Effects of health-system strengthening on under-5, infant, and neonatal mortality: 11-year provincial-level time-series analyses in Mozambique. Lancet Glob Heal. 2014;2(8):e468-77.
21. Davila J, Kyrou E, Nunez T, Sumich J. Urbanisation and municipal development in Mozambique: urban poverty and rural-urban linkages. London: University College London; 2008.
22. Instituto Nacional de Estatística. Inquérito Demográfico e de Saúde 2011-Moçambique. Moçambique: Maputo; 2013.
23. World Health Organization. Training for mid-level managers (MLM): the EPI coverage survey. Geneva: Switzerland; 2008.
24. Harris PA, Taylor R, Thielke R, Payne J, Gonzalez N, Conde JG. Research electronic data capture (REDCap)-a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform. 2009;42(2):377-81. https://doi.org/10.1016/j.jbi.2008.08.010.
25. Grais RF, Rose AMC, Guthmann J. Don't spin the pen: two alternative methods for second-stage sampling in urban cluster surveys. Emerg Themes Epidemiol. 2007;7:1-7.