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Association between time spent in the Russian Federation and late presentation for HIV among Tajikistani migrants
BACKGROUND: Between 700 thousand and 1.2 million citizens of Tajikistan currently live in the Russian Federation, one of the only countries where the HIV epidemic continues to worsen. Given the previously reported barriers to healthcare access for migrants to the Russian Federation, and the rapidly...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7488340/ https://www.ncbi.nlm.nih.gov/pubmed/32912203 http://dx.doi.org/10.1186/s12889-020-09434-6 |
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author | Bromberg, Daniel J. Tate, Mary M. Alaei, Kamiar Karimov, Saifuddin Saidi, Dilshod Alaei, Arash |
author_facet | Bromberg, Daniel J. Tate, Mary M. Alaei, Kamiar Karimov, Saifuddin Saidi, Dilshod Alaei, Arash |
author_sort | Bromberg, Daniel J. |
collection | PubMed |
description | BACKGROUND: Between 700 thousand and 1.2 million citizens of Tajikistan currently live in the Russian Federation, one of the only countries where the HIV epidemic continues to worsen. Given the previously reported barriers to healthcare access for migrants to the Russian Federation, and the rapidly expanding HIV epidemic in Eastern Europe and Central Asia, this present study set out to determine whether these barriers impact late presentation with HIV among Tajikistani migrants upon their return to Tajikistan. METHOD: This study uses data from the Tajikistan Ministry of Health surveillance system (2006 – 2019). At time of diagnosis, patients are interviewed by staff of AIDS centers, and doctors complete routine intake forms and complete medical exams. Descriptive characteristics of migrants with HIV who had lived in the Russian Federation (n=503) were calculated and compared with those of non-migrants with HIV (n=9519). Missing data were imputed using multiple imputation (predictive means matching, logistic regression imputation, and polytomous regression imputation). Two logistic models were created to model the probability of late presentation for HIV. The first model shows unadjusted associations between predictor variables and late presentation for HIV. The second model shows multivariable associations between significant study variables identified in the univariate model, and late presentation. RESULTS: Compared to non-migrants, migrants with HIV are more likely to be from Gorno-Badakhshan region, are less likely to use illicit drugs, and are more likely to have purchased the services of sex workers. The unadjusted logistic model found that for every year spent in the Russian Federation, the risk of late presentation for a Tajikistani migrant with HIV increases by 4.0% (95% CI: 0.3-7.7). The multivariate model showed that when age, sex, and region of origin are held constant, the risk of late presentation for a Tajikistani migrant with HIV increases by 4.0% (95% CI: 0.1-7.8) for each year spent in the Russian Federation. CONCLUSION: The results of this paper suggest that if the Russian Federation were to loosen its restrictions on HIV care for foreign nationals, it might improve the treatment outcomes of migrant laborers. As this analysis is only correlational in nature, further research is needed to explicate the causal pathways of the associations found in the present analysis. |
format | Online Article Text |
id | pubmed-7488340 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-74883402020-09-16 Association between time spent in the Russian Federation and late presentation for HIV among Tajikistani migrants Bromberg, Daniel J. Tate, Mary M. Alaei, Kamiar Karimov, Saifuddin Saidi, Dilshod Alaei, Arash BMC Public Health Research Article BACKGROUND: Between 700 thousand and 1.2 million citizens of Tajikistan currently live in the Russian Federation, one of the only countries where the HIV epidemic continues to worsen. Given the previously reported barriers to healthcare access for migrants to the Russian Federation, and the rapidly expanding HIV epidemic in Eastern Europe and Central Asia, this present study set out to determine whether these barriers impact late presentation with HIV among Tajikistani migrants upon their return to Tajikistan. METHOD: This study uses data from the Tajikistan Ministry of Health surveillance system (2006 – 2019). At time of diagnosis, patients are interviewed by staff of AIDS centers, and doctors complete routine intake forms and complete medical exams. Descriptive characteristics of migrants with HIV who had lived in the Russian Federation (n=503) were calculated and compared with those of non-migrants with HIV (n=9519). Missing data were imputed using multiple imputation (predictive means matching, logistic regression imputation, and polytomous regression imputation). Two logistic models were created to model the probability of late presentation for HIV. The first model shows unadjusted associations between predictor variables and late presentation for HIV. The second model shows multivariable associations between significant study variables identified in the univariate model, and late presentation. RESULTS: Compared to non-migrants, migrants with HIV are more likely to be from Gorno-Badakhshan region, are less likely to use illicit drugs, and are more likely to have purchased the services of sex workers. The unadjusted logistic model found that for every year spent in the Russian Federation, the risk of late presentation for a Tajikistani migrant with HIV increases by 4.0% (95% CI: 0.3-7.7). The multivariate model showed that when age, sex, and region of origin are held constant, the risk of late presentation for a Tajikistani migrant with HIV increases by 4.0% (95% CI: 0.1-7.8) for each year spent in the Russian Federation. CONCLUSION: The results of this paper suggest that if the Russian Federation were to loosen its restrictions on HIV care for foreign nationals, it might improve the treatment outcomes of migrant laborers. As this analysis is only correlational in nature, further research is needed to explicate the causal pathways of the associations found in the present analysis. BioMed Central 2020-09-10 /pmc/articles/PMC7488340/ /pubmed/32912203 http://dx.doi.org/10.1186/s12889-020-09434-6 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Bromberg, Daniel J. Tate, Mary M. Alaei, Kamiar Karimov, Saifuddin Saidi, Dilshod Alaei, Arash Association between time spent in the Russian Federation and late presentation for HIV among Tajikistani migrants |
title | Association between time spent in the Russian Federation and late presentation for HIV among Tajikistani migrants |
title_full | Association between time spent in the Russian Federation and late presentation for HIV among Tajikistani migrants |
title_fullStr | Association between time spent in the Russian Federation and late presentation for HIV among Tajikistani migrants |
title_full_unstemmed | Association between time spent in the Russian Federation and late presentation for HIV among Tajikistani migrants |
title_short | Association between time spent in the Russian Federation and late presentation for HIV among Tajikistani migrants |
title_sort | association between time spent in the russian federation and late presentation for hiv among tajikistani migrants |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7488340/ https://www.ncbi.nlm.nih.gov/pubmed/32912203 http://dx.doi.org/10.1186/s12889-020-09434-6 |
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