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      HIV knowledge trends during an era of rapid antiretroviral therapy scale‐up: an analysis of 33 sub‐Saharan African countries

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          Abstract

          Introduction

          Population‐level improvements in knowledge about HIV may reduce the stigma attached to HIV and ensure maximal uptake of HIV prevention initiatives. The extent to which levels of HIV knowledge in the general population of sub‐Saharan Africa have changed in the current era of antiretroviral therapy ( ART) scale‐up remains unknown.

          Methods

          Data on HIV knowledge in the general population were drawn from the 2003 to 2015 Demographic and Health Surveys ( DHS) and AIDS Indicator Surveys ( AIS) of 33 countries in sub‐Saharan Africa. The DHS/ AIS contain five questions on HIV prevention and transmission that have been used by the Joint United Nations Programme on HIV/AIDS ( UNAIDS) as a core indicator of HIV knowledge. We created a composite HIV knowledge variable equal to the number of correct responses to these five questions; a participant was considered to have comprehensive knowledge of HIV (yes/no) if he/she answered all five questions correctly. We fitted negative binomial regression models with cluster‐correlated robust standard errors and country fixed effects, adjusted for socio‐demographic variables, specifying HIV knowledge as the dependent variable and year as the explanatory variable. As an alternative parameterization, we also fitted a multivariable linear probability model with cluster‐correlated robust standard errors and country fixed effects specifying comprehensive knowledge of HIV as the dependent variable.

          Results

          A total of 791,186 women and 395,891 men participating in 75 DHS/ AIS were included in the analyses. The mean HIV knowledge score was 3.7 among women and 3.9 among men ( p < 0.001). Only 35% of women and 41% of men ( p < 0.001) had a comprehensive knowledge of HIV. We estimated a modest but statistically significant positive association between year of DHS/ AIS and HIV knowledge (adjusted b = 0.005; 95% confidence interval ( CI), 0.001 to 0.009). Similarly, we estimated a statistically significant positive association between year of DHS/ AIS and comprehensive knowledge of HIV (adjusted b = 0.011; 95% CI, 0.005 to 0.017), suggesting an approximately 1% relative increase per year in the percentage of the general population who possess a comprehensive knowledge of HIV.

          Conclusions

          There have been minimal improvements over time in HIV knowledge across sub‐Saharan Africa.

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          Estimating wealth effects without expenditure data--or tears: an application to educational enrollments in states of India.

          Using data from India, we estimate the relationship between household wealth and children's school enrollment. We proxy wealth by constructing a linear index from asset ownership indicators, using principal-components analysis to derive weights. In Indian data this index is robust to the assets included, and produces internally coherent results. State-level results correspond well to independent data on per capita output and poverty. To validate the method and to show that the asset index predicts enrollments as accurately as expenditures, or more so, we use data sets from Indonesia, Pakistan, and Nepal that contain information on both expenditures and assets. The results show large, variable wealth gaps in children's enrollment across Indian states. On average a "rich" child is 31 percentage points more likely to be enrolled than a "poor" child, but this gap varies from only 4.6 percentage points in Kerala to 38.2 in Uttar Pradesh and 42.6 in Bihar.
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            The Effect of Household Wealth on Educational Attainment: Evidence from 35 Countries

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              Regression standard errors in clustered samples

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                Author and article information

                Contributors
                bchan@bwh.harvard.edu
                Journal
                J Int AIDS Soc
                J Int AIDS Soc
                10.1002/(ISSN)1758-2652
                JIA2
                Journal of the International AIDS Society
                John Wiley and Sons Inc. (Hoboken )
                1758-2652
                31 July 2018
                July 2018
                : 21
                : 7 ( doiID: 10.1002/jia2.2018.21.issue-7 )
                : e25169
                Affiliations
                [ 1 ] Division of Infectious Diseases Brigham and Women's Hospital Boston MA USA
                [ 2 ] Harvard Medical School Boston MA USA
                [ 3 ] MGH Global Health Massachusetts General Hospital Boston MA USA
                [ 4 ] Mbarara University of Science and Technology Mbarara Uganda
                Author notes
                [*] [* ] Corresponding author: Brian T Chan, Brigham and Women's Hospital, 75 Francis St, PBBA‐4, Boston, MA 02115, USA. Tel: (+1) 617‐732‐8881. ( bchan@ 123456bwh.harvard.edu )
                Author information
                http://orcid.org/0000-0002-6971-3039
                Article
                JIA225169
                10.1002/jia2.25169
                6067082
                30063290
                d679e544-2e02-4032-8ce1-d8d33a71e69d
                © 2018 The Authors. Journal of the International AIDS Society published by John Wiley & sons Ltd on behalf of the International AIDS Society.

                This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

                History
                : 06 December 2017
                : 13 July 2018
                Page count
                Figures: 1, Tables: 3, Pages: 8, Words: 6758
                Funding
                Funded by: NIH
                Award ID: K23MH110338
                Categories
                Research Article
                Research Articles
                Custom metadata
                2.0
                jia225169
                July 2018
                Converter:WILEY_ML3GV2_TO_NLMPMC version:version=5.4.4 mode:remove_FC converted:31.07.2018

                Infectious disease & Microbiology
                knowledge,hiv,africa,trends,stigma,prevention
                Infectious disease & Microbiology
                knowledge, hiv, africa, trends, stigma, prevention

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