National Institute of Statistics of Rwanda (NISR) [Rwanda], Ministry of Health (MOH) [Rwanda], and ICF International
6
New ERA
6
Organisation Mondiale de la Santé OMS
6
UN Children's Fund UNICEF
6
DHS
5
ICF International, et al.
5
Ministry of Health (MoH), Lesotho and ICF International
5
Ministry of Health, Federal Democratic Republic of Ethiopia
5
Nepal Ministry of Health and Population, New ERA, and ICF International
5
Organisation Mondiale de la Santé (OMS)
5
The DHS Program ICF International
5
The Republic of the Union of Myanmar, Ministry of Health and Sports
5
United States Agency for International Development
5
World Health Organization (WHO)
5
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4
Federal Ministry of Health, Nigeria
4
Government of Sierra Leone, Ministry of Health and Sanitation
4
Ministry of Health
4
Ministry of Health & Social Welfare, Liberia
4
Ministry of Health, Rwanda & Rwanda Biomedical Centre
4
Ministry of Health, Uganda
4
National Population Commission (NPC
4
Nepal Health Sector Support Program (NHSSP)
4
Rockville, Maryland, USA: ICF International
4
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4
World Bank
4
Agence Nationale de la Statistique et de la Démographie (ANSD) Dakar, Sénégal
3
Agence Nationale de la Statistique et de la Démographie Ministère de la Santé et de l’Action Sociale
3
Calverton, Maryland, USA: ICF International
3
CDC
3
EngenderHealth
3
Ghana Statistical Service
3
Kenya National Bureau of Statistics, UNICEF
3
le Ministère de la Santé et de l’Action Sociale (MSAS)
3
L’Agence Nationale de la Statistique et de la Démographie (ANSD), The DHS Program
3
Ministère du Plan et Suivi de la Mise en œuvre de la Révolution de la Modernité (MPSMRM), Ministère de la Santé Publique (MSP) and ICF International
3
Ministry of Health, MoHCDGEC, Tanzania NBS, OCGS, and ICF
3
Ministry of Health and Population, Family Health Division, USAID
3
Ministry of Health and Social Welfare, Liberia
3
Ministry of Health and Social Welfare, Tanzania
3
Ministry of Health Bangladesh
3
Ministry of Health, Ghana
3
Ministry of Health, Zambia
3
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3
New ERA, Nepal
3
Organisation mondiale de la Santé
3
Pan American Health Organization
3
PLOS One
3
President's Emergency Plan for AIDS Relief (PEPFAR)
3
President’s Malaria Initiative
3
Rockville, Maryland, USA: ICF
3
Save the Children
3
Stop TB Partnership
3
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3
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3
The Republic of the Union of Myanmar
3
Uganda AIDS Commission
3
United Nations Children’s Fund (UNICEF)
3
World Health Organisation (WHO)
3
World Health Organization (Americas)
3
World Health Organization WHO, Regional Office for Africa
3
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Agence Nationale de la Statistique et de la Démographie (ANSD)
2
Agence Nationale de la Statistique et de la Démographie (ANSD) [Sénégal] et ICF
2
Agence Nationale de la Statistique et de la Démographie (ANSD) [Sénégal], et ICF
2
Agence Nationale de la Statistique et de la Démographie (ANSD) Dakar, Sénégal et MEASURE DHS, ICF International
2
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2
BASICS
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2
Brunner B., J. Barnes, A. Carmona et. al.
2
Calverton, Maryland, USA: ICF International.
2
Central Statistical Office Lusaka
2
Centro Paraguayo de Estudios de Población
2
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2
Demography and Social Statistics Division National Statistical Office, The DHS Program
2
Dept. of Health South Africa, The DHS Program, et al.
2
Ecole de Santé Publique de Kinshasa (ESPK)Kinshasa, République Démocratique du Congo, DHS Programme, et al.
2
Federal Democratic Republic of Ethiopia, Ministry of Health
2
Federal HIV
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Federal Ministry of Health Nigeria
2
Federal Ministry of Health, Ethiopia
2
Federal Ministry of Health, Ethiopia
2
Ghana AIDS Commission
2
Ghana Statistical Service (GSS), Ghana Health Service (GHS), and ICF
2
Global Health: Science and Practice
2
Government of Lesotho
2
Government of Malawi, Ministry of Health
2
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2
Government of Nepal, Ministry of Health and Population
2
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2
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2
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2
ICF Macro, USA
2
Institut National de la Statistique (INSTAT), Programme National de lutte contre le Paludisme (PNLP), Institut Pasteur de Madagascar (IPM) et ICF International
2
Institut National de la Statistique et de la Démographie Ouagadougou, Burkina Faso
2
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2
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M. Alonso González
2
M. Stillman, S. Keogh, et al.
2
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2
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2
Measure Evaluation
2
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2
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2
Ministry of Health and Social Welfare (MoHSS), Kingdom of Lesotho
2
Ministry of Health and Social Welfare (MOHSW), Bureau of Statistics (BOS) and ORC Macro
2
Ministry of Health and Social Welfare Liberia
2
Ministry of Health and Social Welfare, Dar es Salaam, Ministry of Health, Zanzibar, National Bureau of Statistics, Zanzibar, Tanzania, and ICF International
2
Ministry of Health Uganda
2
Ministry of Health Zambia
2
Ministry of Health, Government of Liberia
2
Ministry of Health, Government of Nepal
2
Ministry of Health, Kenya
2
Ministry of Health, Kingdom of Lesotho
2
Ministry of Health, Republic of Uganda
2
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2
National AIDS Commission of Liberia
2
National Bureau of Statistics (NBS)
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2
National Institute of Statistics of Rwanda (NISR) & MEASURE DHS - ICF International
2
Office for the Coordination of Humanitarian Affairs OCHA
2
OMS
2
ONUSIDA
2
Pan American Health Organization (PAHO)
2
Population Reference Bureau
2
Programme national de lutte contre le paludisme (PNLP)
2
Rwanda Biomedical Center - Institute of HIV
2
S. Gwavuya
2
Samwel Mbugua, Kerry L. D. MacQuarrie
2
TAJSTAN
2
The Center for Disease Dynamics, Economics & Policy CDDEP
2
The Republic of the Union of Myanmar, Ministry of Health, Department of Health, Child Health Division
2
The World Bank
2
Tropical Diseases Research Centre, Zambia, DHS
2
U.S. President's Malaria Initiative (PMI), CDC, USAID, et al.
2
UNCT Zambia
2
United Nations Children's Fund (UNICEF)
2
United States Agency for International Development (USAID)
2
University of Zambia
2
USAID (From the American People)
2
World Health Organisation (WHO), USAID, The Global Fund
2
World Health Organization (WHO), Country Office for Myanmar
2
World Health Organization (WHO), Regional Office for South-East-Asia
2
World Health Organization, Regional Office for Africa
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2014 Demographic and Health Survey Key Findings
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1
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1
Agence Nationale de la Statistique et de la Démographie (ANSD) et ICF International
1
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1
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Aryal, K. K., R. Dangol, P. Gartoulla, and G. R. Subedi
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1
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1
Assaf S., W. Wang, L. Mallick
1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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Kavita Singh, Isaac Osei-Akoto, Frank Otchere et al.
1
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1
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1
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1
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1
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1
Kerry L.D. MacQuarrie, Lindsay Mallick &
1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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1
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Prevention of mother-to-child transmission (PMTCT)
This report investigates the impact of potential misclassification of samples on HIV prevalence estimates for 23 surveys conducted from 2010-2014. In addition to visual inspection of laboratory results, we examined how accounting for potential misclassification of HIV status through Bayesian latent ...class models affected the prevalence estimates. Two types of Bayesian models were specified: a model that only uses the individual dichotomous test results and a continuous model that uses the quantitative information of the EIA (i.e., the signal-to-cutoff values). Overall, we found that adjusted prevalence estimates matched the surveys’ original results, with overlapping uncertainty intervals. This suggested that misclassification of HIV status should not affect the prevalence estimates in most surveys. However, our analyses suggested that two surveys may be problematic. The prevalence could have been overestimated in the Uganda AIDS Indicator Survey 2011 and the Zambia Demographic and Health Survey 2013-14, although the magnitude of overestimation remains difficult to ascertain. Interpreting results from the Uganda survey is difficult because of the lack of internal quality control and potential violation of the multivariate normality assumption of the continuous Bayesian latent class model. In conclusion, despite the limitations of our latent class models, our analyses suggest that prevalence estimates from most of the surveys reviewed are not affected by sample misclassification. more