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Community-Level Income Inequality and HIV Prevalence among Persons Who Inject Drugs in Thai Nguyen, Vietnam

Identifieur interne : 002785 ( Ncbi/Merge ); précédent : 002784; suivant : 002786

Community-Level Income Inequality and HIV Prevalence among Persons Who Inject Drugs in Thai Nguyen, Vietnam

Auteurs : Travis W. Lim [États-Unis] ; Constantine Frangakis [États-Unis] ; Carl Latkin [États-Unis] ; Tran Viet Ha [États-Unis] ; Nguyen Le Minh [Viêt Nam] ; Carla Zelaya [États-Unis] ; Vu Minh Quan [États-Unis] ; Vivian F. Go [États-Unis]

Source :

RBID : PMC:3949692

Abstract

Socioeconomic status has a robust positive relationship with several health outcomes at the individual and population levels, but in the case of HIV prevalence, income inequality may be a better predictor than absolute level of income. Most studies showing a relationship between income inequality and HIV have used entire countries as the unit of analysis. In this study, we examine the association between income inequality at the community level and HIV prevalence in a sample of persons who inject drugs (PWID) in a concentrated epidemic setting. We recruited PWID and non-PWID community participants in Thai Nguyen, Vietnam, and administered a cross-sectional questionnaire; PWID were tested for HIV. We used ecologic regression to model HIV burden in our PWID study population on GINI indices of inequality calculated from total reported incomes of non-PWID community members in each commune. We also modeled HIV burden on interaction terms between GINI index and median commune income, and finally used a multi-level model to control for community level inequality and individual level income. HIV burden among PWID was significantly correlated with the commune GINI coefficient (r = 0.53, p = 0.002). HIV burden was also associated with GINI coefficient (β = 0.082, p = 0.008) and with median commune income (β = −0.018, p = 0.023) in ecological regression. In the multi-level model, higher GINI coefficient at the community level was associated with higher odds of individual HIV infection in PWID (OR = 1.46 per 0.01, p = 0.003) while higher personal income was associated with reduced odds of infection (OR = 0.98 per $10, p = 0.022). This study demonstrates a context where income inequality is associated with HIV prevalence at the community level in a concentrated epidemic. It further suggests that community level socioeconomic factors, both contextual and compositional, could be indirect determinants of HIV infection in PWID.


Url:
DOI: 10.1371/journal.pone.0090723
PubMed: 24618892
PubMed Central: 3949692

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PMC:3949692

Le document en format XML

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<p>Socioeconomic status has a robust positive relationship with several health outcomes at the individual and population levels, but in the case of HIV prevalence, income inequality may be a better predictor than absolute level of income. Most studies showing a relationship between income inequality and HIV have used entire countries as the unit of analysis. In this study, we examine the association between income inequality at the community level and HIV prevalence in a sample of persons who inject drugs (PWID) in a concentrated epidemic setting. We recruited PWID and non-PWID community participants in Thai Nguyen, Vietnam, and administered a cross-sectional questionnaire; PWID were tested for HIV. We used ecologic regression to model HIV burden in our PWID study population on GINI indices of inequality calculated from total reported incomes of non-PWID community members in each commune. We also modeled HIV burden on interaction terms between GINI index and median commune income, and finally used a multi-level model to control for community level inequality and individual level income. HIV burden among PWID was significantly correlated with the commune GINI coefficient (r = 0.53, p = 0.002). HIV burden was also associated with GINI coefficient (β = 0.082, p = 0.008) and with median commune income (β = −0.018, p = 0.023) in ecological regression. In the multi-level model, higher GINI coefficient at the community level was associated with higher odds of individual HIV infection in PWID (OR = 1.46 per 0.01, p = 0.003) while higher personal income was associated with reduced odds of infection (OR = 0.98 per $10, p = 0.022). This study demonstrates a context where income inequality is associated with HIV prevalence at the community level in a concentrated epidemic. It further suggests that community level socioeconomic factors, both contextual and compositional, could be indirect determinants of HIV infection in PWID.</p>
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<pmc article-type="research-article">
<pmc-dir>properties open_access</pmc-dir>
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS One</journal-id>
<journal-id journal-id-type="iso-abbrev">PLoS ONE</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLoS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="pmid">24618892</article-id>
<article-id pub-id-type="pmc">3949692</article-id>
<article-id pub-id-type="publisher-id">PONE-D-13-42543</article-id>
<article-id pub-id-type="doi">10.1371/journal.pone.0090723</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v2">
<subject>Medicine</subject>
<subj-group>
<subject>Clinical Research Design</subject>
<subj-group>
<subject>Cross-Sectional Studies</subject>
<subject>Survey Research</subject>
</subj-group>
</subj-group>
<subj-group>
<subject>Epidemiology</subject>
<subj-group>
<subject>Epidemiological Methods</subject>
<subject>Social Epidemiology</subject>
<subject>Survey Methods</subject>
</subj-group>
</subj-group>
<subj-group>
<subject>Infectious diseases</subject>
<subj-group>
<subject>Viral diseases</subject>
<subj-group>
<subject>HIV</subject>
<subj-group>
<subject>HIV epidemiology</subject>
</subj-group>
</subj-group>
</subj-group>
</subj-group>
<subj-group>
<subject>Mental Health</subject>
<subj-group>
<subject>Psychiatry</subject>
<subj-group>
<subject>Substance Abuse</subject>
</subj-group>
</subj-group>
</subj-group>
<subj-group>
<subject>Public Health</subject>
<subj-group>
<subject>Behavioral and Social Aspects of Health</subject>
<subject>Drug Policy</subject>
<subject>Socioeconomic Aspects of Health</subject>
</subj-group>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Community-Level Income Inequality and HIV Prevalence among Persons Who Inject Drugs in Thai Nguyen, Vietnam</article-title>
<alt-title alt-title-type="running-head">Income Inequality and HIV Prevalence among PWID</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Lim</surname>
<given-names>Travis W.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="cor1">
<sup>*</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Frangakis</surname>
<given-names>Constantine</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Latkin</surname>
<given-names>Carl</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ha</surname>
<given-names>Tran Viet</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Minh</surname>
<given-names>Nguyen Le</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zelaya</surname>
<given-names>Carla</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Quan</surname>
<given-names>Vu Minh</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Go</surname>
<given-names>Vivian F.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<addr-line>Johns Hopkins Bloomberg School of Public Health, Department of International Health, Baltimore, Maryland, United States</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Johns Hopkins Bloomberg School of Public Health, Department of Biostatistics, Baltimore, Maryland, United States</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Johns Hopkins Bloomberg School of Public Health, Department of Health, Behavior and Society, Baltimore, Maryland, United States</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Johns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore, Maryland, United States</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Thai Nguyen Center for Preventive Medicine, Thai Nguyen, Vietnam</addr-line>
</aff>
<contrib-group>
<contrib contrib-type="editor">
<name>
<surname>Thorne</surname>
<given-names>Claire</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"></xref>
</contrib>
</contrib-group>
<aff id="edit1">
<addr-line>UCL Institute of Child Health, University College London, United Kingdom</addr-line>
</aff>
<author-notes>
<corresp id="cor1">* E-mail:
<email>tlim@jhsph.edu</email>
</corresp>
<fn fn-type="conflict">
<p>
<bold>Competing Interests: </bold>
The authors have declared that no competing interests exist.</p>
</fn>
<fn fn-type="con">
<p>Conceived and designed the experiments: VG CL CF CZ VMQ NLM. Performed the experiments: TVH. Analyzed the data: TWL. Wrote the paper: TWL. Edited or gave feedback on the analysis and manuscript: VG CL CF CZ VMQ.</p>
</fn>
</author-notes>
<pub-date pub-type="collection">
<year>2014</year>
</pub-date>
<pub-date pub-type="epub">
<day>11</day>
<month>3</month>
<year>2014</year>
</pub-date>
<volume>9</volume>
<issue>3</issue>
<elocation-id>e90723</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>10</month>
<year>2013</year>
</date>
<date date-type="accepted">
<day>3</day>
<month>2</month>
<year>2014</year>
</date>
</history>
<permissions>
<copyright-year>2014</copyright-year>
<copyright-holder>Lim et al</copyright-holder>
<license>
<license-p>This is an open-access article distributed under the terms of the
<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License</ext-link>
, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<abstract>
<p>Socioeconomic status has a robust positive relationship with several health outcomes at the individual and population levels, but in the case of HIV prevalence, income inequality may be a better predictor than absolute level of income. Most studies showing a relationship between income inequality and HIV have used entire countries as the unit of analysis. In this study, we examine the association between income inequality at the community level and HIV prevalence in a sample of persons who inject drugs (PWID) in a concentrated epidemic setting. We recruited PWID and non-PWID community participants in Thai Nguyen, Vietnam, and administered a cross-sectional questionnaire; PWID were tested for HIV. We used ecologic regression to model HIV burden in our PWID study population on GINI indices of inequality calculated from total reported incomes of non-PWID community members in each commune. We also modeled HIV burden on interaction terms between GINI index and median commune income, and finally used a multi-level model to control for community level inequality and individual level income. HIV burden among PWID was significantly correlated with the commune GINI coefficient (r = 0.53, p = 0.002). HIV burden was also associated with GINI coefficient (β = 0.082, p = 0.008) and with median commune income (β = −0.018, p = 0.023) in ecological regression. In the multi-level model, higher GINI coefficient at the community level was associated with higher odds of individual HIV infection in PWID (OR = 1.46 per 0.01, p = 0.003) while higher personal income was associated with reduced odds of infection (OR = 0.98 per $10, p = 0.022). This study demonstrates a context where income inequality is associated with HIV prevalence at the community level in a concentrated epidemic. It further suggests that community level socioeconomic factors, both contextual and compositional, could be indirect determinants of HIV infection in PWID.</p>
</abstract>
<funding-group>
<funding-statement>This work was supported by a grant from the National Institute on Drug Abuse, NIDA 5R01DA022962-05. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</funding-statement>
</funding-group>
<counts>
<page-count count="8"></page-count>
</counts>
</article-meta>
</front>
</pmc>
<affiliations>
<list>
<country>
<li>Viêt Nam</li>
<li>États-Unis</li>
</country>
<region>
<li>Maryland</li>
</region>
</list>
<tree>
<country name="États-Unis">
<region name="Maryland">
<name sortKey="Lim, Travis W" sort="Lim, Travis W" uniqKey="Lim T" first="Travis W." last="Lim">Travis W. Lim</name>
</region>
<name sortKey="Frangakis, Constantine" sort="Frangakis, Constantine" uniqKey="Frangakis C" first="Constantine" last="Frangakis">Constantine Frangakis</name>
<name sortKey="Go, Vivian F" sort="Go, Vivian F" uniqKey="Go V" first="Vivian F." last="Go">Vivian F. Go</name>
<name sortKey="Ha, Tran Viet" sort="Ha, Tran Viet" uniqKey="Ha T" first="Tran Viet" last="Ha">Tran Viet Ha</name>
<name sortKey="Latkin, Carl" sort="Latkin, Carl" uniqKey="Latkin C" first="Carl" last="Latkin">Carl Latkin</name>
<name sortKey="Quan, Vu Minh" sort="Quan, Vu Minh" uniqKey="Quan V" first="Vu Minh" last="Quan">Vu Minh Quan</name>
<name sortKey="Zelaya, Carla" sort="Zelaya, Carla" uniqKey="Zelaya C" first="Carla" last="Zelaya">Carla Zelaya</name>
</country>
<country name="Viêt Nam">
<noRegion>
<name sortKey="Minh, Nguyen Le" sort="Minh, Nguyen Le" uniqKey="Minh N" first="Nguyen Le" last="Minh">Nguyen Le Minh</name>
</noRegion>
</country>
</tree>
</affiliations>
</record>

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