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      Socio-economic Inequality in Comprehensive Knowledge about HIV in Malawi

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          Abstract

          Background

          Having comprehensive knowledge about HIV is crucial in the fight against HIV and AIDS, and in achieving the global aspiration of ending AIDS as a public health threat by 2030. Low comprehensive knowledge about HIV can undercut efforts to halt the spread of the epidemic. It is important, however, to also determine if socioeconomic inequality is a factor in having a comprehensive knowledge about HIV in order to ensure that socioeconomic considerations are embedded in interventions. In this paper, the objective is to assess trends, as well as socioeconomic related inequality in comprehensive knowledge about HIV in Malawi.

          Methods

          The current study uses a non-parametric approach and the concentration index. It draws upon secondary data from three rounds of the Malawi Demographic and Health Survey (MDHS) of 2004, 2010 and 2016.

          Results

          Our results point to an increase in comprehensive knowledge about HIV over the 12-year period, from 28% in 2004 to around 44% in 2016. However, upon using the Erreygers concentration index, a wealth related inequality in comprehensive knowledge about HIV is uncovered. The poorer are less informed and the richer are better informed: comprehensive knowledge about HIV is concentrated among the rich. Furthermore, inequality in comprehensive knowledge about HIV has worsened over this period. Across gender, there is greater inequality among men than women. However, the rural-urban difference in wealth-related inequality in comprehensive knowledge about HIV dropped in 2016.

          Conclusion

          The results show that comprehensive knowledge about HIV has increased. Furthermore, it is established that comprehensive knowledge about HIV is concentrated among the wealthier in the 2004 -2016 period. Our results suggest that there should be a targeted approach in messaging and disseminating information regarding HIV and AIDS, using methods that are pro-poor.

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          Most cited references26

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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 bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality.

            When the health sector variable whose inequality is being investigated is binary, the minimum and maximum possible values of the concentration index are equal to micro-1 and 1-micro, respectively, where micro is the mean of the variable in question. Thus as the mean increases, the range of the possible values of the concentration index shrinks, tending to zero as the mean tends to one and the concentration index tends to zero. Examples are presented on levels of and inequalities in immunization across 41 developing countries, and on changes in coverage and inequalities in selected countries. Copyright (c) 2004 John Wiley & Sons, Ltd.
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              Correcting the concentration index.

              In recent years attention has been drawn to several shortcomings of the Concentration Index, a frequently used indicator of the socioeconomic inequality of health. Some modifications have been suggested, but these are only partial remedies. This paper proposes a corrected version of the Concentration Index which is superior to the original Concentration Index and its variants, in the sense that it is a rank-dependent indicator which satisfies four key requirements (transfer, level independence, cardinal invariance, and mirror). The paper also shows how the corrected Concentration Index can be decomposed and generalized.
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                Author and article information

                Journal
                Malawi Med J
                Malawi Med J
                Malawi Medical Journal
                The Medical Association Of Malawi (Malawi )
                1995-7262
                1995-7270
                June 2019
                : 31
                : 2
                : 104-111
                Affiliations
                [1 ] University of Malawi, Chancellor College, Economics Department, P.O. Box 280, Zomba
                [2 ] Centre for Health Economics, University of York, Heslington, York, United Kingdom, YO10 5DD
                [3 ] School of Economics, University of Edinburgh, 30 Buccleuch Place, Edinburgh, EH8 9JT
                [4 ] University of Malawi, Chancellor College Psychology Department, P.O. Box 280, Zomba
                Author notes
                Correspondence: Gowokani Chijere Chirwa gowokani@ 123456gmail.com
                Article
                10.4314/mmj.v31i2.1
                6698630
                31452842
                51c714b8-05f5-4a88-b3f8-53c0ac74d3ed
                © 2019 The College of Medicine and the Medical Association of Malawi.

                This work is licensed under the Creative Commons Attribution 4.0 International License. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/)

                History
                : 4 June 2018
                : 22 January 2019
                : 30 January 2019
                Categories
                Original Research

                hiv and aids,comprehensive knowledge about hiv,inequality,gender,erreygers,malawi

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