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The causal effect of education on HIV stigma in Uganda: evidence from a natural experiment

Identifieur interne : 001C70 ( Pmc/Corpus ); précédent : 001C69; suivant : 001C71

The causal effect of education on HIV stigma in Uganda: evidence from a natural experiment

Auteurs : Alexander C. Tsai ; Atheendar S. Venkataramani

Source :

RBID : PMC:4565735

Abstract

Rationale

HIV is highly stigmatized in sub-Saharan Africa. This is an important public health problem because HIV stigma has many adverse effects that threaten to undermine efforts to control the HIV epidemic.

Objective

The implementation of a universal primary education policy in Uganda in 1997 provided us with a natural experiment to test the hypothesis that education is causally related to HIV stigma.

Methods

For this analysis, we pooled publicly available, population-based data from the 2011 Uganda Demographic and Health Survey and the 2011 Uganda AIDS Indicator Survey. The primary outcomes of interest were negative attitudes toward persons with HIV, elicited using four questions about anticipated stigma and social distance.

Results

Standard least squares estimates suggested a statistically significant, negative association between years of schooling and HIV stigma (each P<0.001, with t-statistics ranging from 4.9 to 14.7). We then used a natural experiment design, exploiting differences in birth cohort exposure to universal primary education as an instrumental variable. Participants who were <13 years old at the time of the policy change had 1.36 additional years of schooling compared to those who were ≥13 years old. Adjusting for linear age trends before and after the discontinuity, two-stage least squares estimates suggested no statistically significant causal effect of education on HIV stigma (P-values ranged from 0.21 to 0.69). Three of the four estimated regression coefficients were positive, and in all cases the lower confidence limits convincingly excluded the possibility of large negative effect sizes. These instrumental variables estimates have a causal interpretation and were not overturned by several robustness checks.

Conclusion

We conclude that, for young adults in Uganda, additional years of education in the formal schooling system driven by a universal primary school intervention have not had a causal effect on reducing negative attitudes toward persons with HIV.


Url:
DOI: 10.1016/j.socscimed.2015.08.009
PubMed: 26282707
PubMed Central: 4565735

Links to Exploration step

PMC:4565735

Le document en format XML

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<name sortKey="Venkataramani, Atheendar S" sort="Venkataramani, Atheendar S" uniqKey="Venkataramani A" first="Atheendar S." last="Venkataramani">Atheendar S. Venkataramani</name>
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<title>Rationale</title>
<p id="P2">HIV is highly stigmatized in sub-Saharan Africa. This is an important public health problem because HIV stigma has many adverse effects that threaten to undermine efforts to control the HIV epidemic.</p>
</sec>
<sec id="S2">
<title>Objective</title>
<p id="P3">The implementation of a universal primary education policy in Uganda in 1997 provided us with a natural experiment to test the hypothesis that education is causally related to HIV stigma.</p>
</sec>
<sec id="S3">
<title>Methods</title>
<p id="P4">For this analysis, we pooled publicly available, population-based data from the 2011 Uganda Demographic and Health Survey and the 2011 Uganda AIDS Indicator Survey. The primary outcomes of interest were negative attitudes toward persons with HIV, elicited using four questions about anticipated stigma and social distance.</p>
</sec>
<sec id="S4">
<title>Results</title>
<p id="P5">Standard least squares estimates suggested a statistically significant, negative association between years of schooling and HIV stigma (each
<italic>P</italic>
<0.001, with
<italic>t</italic>
-statistics ranging from 4.9 to 14.7). We then used a natural experiment design, exploiting differences in birth cohort exposure to universal primary education as an instrumental variable. Participants who were <13 years old at the time of the policy change had 1.36 additional years of schooling compared to those who were ≥13 years old. Adjusting for linear age trends before and after the discontinuity, two-stage least squares estimates suggested no statistically significant causal effect of education on HIV stigma (
<italic>P</italic>
-values ranged from 0.21 to 0.69). Three of the four estimated regression coefficients were positive, and in all cases the lower confidence limits convincingly excluded the possibility of large negative effect sizes. These instrumental variables estimates have a causal interpretation and were not overturned by several robustness checks.</p>
</sec>
<sec id="S5">
<title>Conclusion</title>
<p id="P6">We conclude that, for young adults in Uganda, additional years of education in the formal schooling system driven by a universal primary school intervention have not had a causal effect on reducing negative attitudes toward persons with HIV.</p>
</sec>
</div>
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<article-title>The causal effect of education on HIV stigma in Uganda: evidence from a natural experiment</article-title>
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<name>
<surname>Tsai</surname>
<given-names>Alexander C.</given-names>
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<degrees>MD, PhD</degrees>
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<xref ref-type="aff" rid="A3">c</xref>
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<surname>Venkataramani</surname>
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<degrees>MD, PhD</degrees>
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Massachusetts General Hospital Global Health, Boston, Massachusetts USA</aff>
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Harvard Center for Population and Development Studies, Cambridge, Massachusetts USA</aff>
<aff id="A3">
<label>c</label>
Mbarara University of Science and Technology, Mbarara, Uganda</aff>
<aff id="A4">
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Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts USA</aff>
<author-notes>
<corresp id="FN1">
<label>*</label>
Correspondence to: Alexander Tsai, Massachusetts General Hospital, MGH Global Health, 125 Nashua Street, Suite 722, Boston MA 02114, United States. Tel.: +1 (617) 724-1120.
<email>actsai@partners.org</email>
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<month>8</month>
<year>2015</year>
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<pub-date pub-type="ppub">
<month>10</month>
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<pub-date pub-type="pmc-release">
<day>01</day>
<month>10</month>
<year>2016</year>
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<volume>142</volume>
<fpage>37</fpage>
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<pmc-comment>elocation-id from pubmed: 10.1016/j.socscimed.2015.08.009</pmc-comment>
<abstract>
<sec id="S1">
<title>Rationale</title>
<p id="P2">HIV is highly stigmatized in sub-Saharan Africa. This is an important public health problem because HIV stigma has many adverse effects that threaten to undermine efforts to control the HIV epidemic.</p>
</sec>
<sec id="S2">
<title>Objective</title>
<p id="P3">The implementation of a universal primary education policy in Uganda in 1997 provided us with a natural experiment to test the hypothesis that education is causally related to HIV stigma.</p>
</sec>
<sec id="S3">
<title>Methods</title>
<p id="P4">For this analysis, we pooled publicly available, population-based data from the 2011 Uganda Demographic and Health Survey and the 2011 Uganda AIDS Indicator Survey. The primary outcomes of interest were negative attitudes toward persons with HIV, elicited using four questions about anticipated stigma and social distance.</p>
</sec>
<sec id="S4">
<title>Results</title>
<p id="P5">Standard least squares estimates suggested a statistically significant, negative association between years of schooling and HIV stigma (each
<italic>P</italic>
<0.001, with
<italic>t</italic>
-statistics ranging from 4.9 to 14.7). We then used a natural experiment design, exploiting differences in birth cohort exposure to universal primary education as an instrumental variable. Participants who were <13 years old at the time of the policy change had 1.36 additional years of schooling compared to those who were ≥13 years old. Adjusting for linear age trends before and after the discontinuity, two-stage least squares estimates suggested no statistically significant causal effect of education on HIV stigma (
<italic>P</italic>
-values ranged from 0.21 to 0.69). Three of the four estimated regression coefficients were positive, and in all cases the lower confidence limits convincingly excluded the possibility of large negative effect sizes. These instrumental variables estimates have a causal interpretation and were not overturned by several robustness checks.</p>
</sec>
<sec id="S5">
<title>Conclusion</title>
<p id="P6">We conclude that, for young adults in Uganda, additional years of education in the formal schooling system driven by a universal primary school intervention have not had a causal effect on reducing negative attitudes toward persons with HIV.</p>
</sec>
</abstract>
<kwd-group>
<kwd>AIDS/HIV</kwd>
<kwd>behavioural interventions</kwd>
<kwd>developing countries</kwd>
<kwd>international health</kwd>
<kwd>social determinants</kwd>
</kwd-group>
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</front>
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