The complex interplay of social networks, geography and HIV risk among Malaysian Drug Injectors: Results from respondent-driven sampling

Background HIV is primarily concentrated among people who inject drugs (PWID) in Malaysia, where currently HIV prevention and treatment coverage is inadequate. To improve the targeting of interventions, we examined HIV clustering and the role that social networks and geographical distance play in in...

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Main Authors: Zelenev, A., Long, E., Bazazi, A.R., Kamarulzaman, A., Altice, F.L.
Format: Article
Published: Elsevier 2016
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Online Access:http://eprints.um.edu.my/18673/
https://doi.org/10.1016/j.drugpo.2016.08.008
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spelling my.um.eprints.186732018-05-15T04:25:21Z http://eprints.um.edu.my/18673/ The complex interplay of social networks, geography and HIV risk among Malaysian Drug Injectors: Results from respondent-driven sampling Zelenev, A. Long, E. Bazazi, A.R. Kamarulzaman, A. Altice, F.L. R Medicine Background HIV is primarily concentrated among people who inject drugs (PWID) in Malaysia, where currently HIV prevention and treatment coverage is inadequate. To improve the targeting of interventions, we examined HIV clustering and the role that social networks and geographical distance play in influencing HIV transmission among PWID. Methods Data were derived from a respondent-driven survey sample (RDS) collected during 2010 of 460 PWID in greater Kuala Lumpur. Analysis focused on socio-demographic, clinical, behavioural, and network information. Spatial probit models were developed based on a distinction between the influence of peers (individuals nominated through a recruitment network) and neighbours (residing a close distance to the individual). The models were expanded to account for the potential influence of the network formation. Results Recruitment patterns of HIV-infected PWID clustered both spatially and across the recruitment networks. In addition, HIV-infected PWID were more likely to have peers and neighbours who inject with clean needles were HIV-infected and lived nearby (<5 km), more likely to have been previously incarcerated, less likely to use clean needles (26.8% vs 53.0% of the reported injections, p < 0.01), and have fewer recent injection partners (2.4 vs 5.4, p < 0.01). The association between the HIV status of peers and neighbours remained significantly correlated even after controlling for unobserved variation related to network formation and sero-sorting. Conclusion The relationship between HIV status across networks and space in Kuala Lumpur underscores the importance of these factors for surveillance and prevention strategies, and this needs to be more closely integrated. RDS can be applied to identify injection network structures, and this provides an important mechanism for improving public health surveillance, accessing high-risk populations, and implementing risk-reduction interventions to slow HIV transmission. Elsevier 2016 Article PeerReviewed Zelenev, A. and Long, E. and Bazazi, A.R. and Kamarulzaman, A. and Altice, F.L. (2016) The complex interplay of social networks, geography and HIV risk among Malaysian Drug Injectors: Results from respondent-driven sampling. International Journal of Drug Policy, 37. pp. 98-106. ISSN 0955-3959 https://doi.org/10.1016/j.drugpo.2016.08.008 doi:10.1016/j.drugpo.2016.08.008
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic R Medicine
spellingShingle R Medicine
Zelenev, A.
Long, E.
Bazazi, A.R.
Kamarulzaman, A.
Altice, F.L.
The complex interplay of social networks, geography and HIV risk among Malaysian Drug Injectors: Results from respondent-driven sampling
description Background HIV is primarily concentrated among people who inject drugs (PWID) in Malaysia, where currently HIV prevention and treatment coverage is inadequate. To improve the targeting of interventions, we examined HIV clustering and the role that social networks and geographical distance play in influencing HIV transmission among PWID. Methods Data were derived from a respondent-driven survey sample (RDS) collected during 2010 of 460 PWID in greater Kuala Lumpur. Analysis focused on socio-demographic, clinical, behavioural, and network information. Spatial probit models were developed based on a distinction between the influence of peers (individuals nominated through a recruitment network) and neighbours (residing a close distance to the individual). The models were expanded to account for the potential influence of the network formation. Results Recruitment patterns of HIV-infected PWID clustered both spatially and across the recruitment networks. In addition, HIV-infected PWID were more likely to have peers and neighbours who inject with clean needles were HIV-infected and lived nearby (<5 km), more likely to have been previously incarcerated, less likely to use clean needles (26.8% vs 53.0% of the reported injections, p < 0.01), and have fewer recent injection partners (2.4 vs 5.4, p < 0.01). The association between the HIV status of peers and neighbours remained significantly correlated even after controlling for unobserved variation related to network formation and sero-sorting. Conclusion The relationship between HIV status across networks and space in Kuala Lumpur underscores the importance of these factors for surveillance and prevention strategies, and this needs to be more closely integrated. RDS can be applied to identify injection network structures, and this provides an important mechanism for improving public health surveillance, accessing high-risk populations, and implementing risk-reduction interventions to slow HIV transmission.
format Article
author Zelenev, A.
Long, E.
Bazazi, A.R.
Kamarulzaman, A.
Altice, F.L.
author_facet Zelenev, A.
Long, E.
Bazazi, A.R.
Kamarulzaman, A.
Altice, F.L.
author_sort Zelenev, A.
title The complex interplay of social networks, geography and HIV risk among Malaysian Drug Injectors: Results from respondent-driven sampling
title_short The complex interplay of social networks, geography and HIV risk among Malaysian Drug Injectors: Results from respondent-driven sampling
title_full The complex interplay of social networks, geography and HIV risk among Malaysian Drug Injectors: Results from respondent-driven sampling
title_fullStr The complex interplay of social networks, geography and HIV risk among Malaysian Drug Injectors: Results from respondent-driven sampling
title_full_unstemmed The complex interplay of social networks, geography and HIV risk among Malaysian Drug Injectors: Results from respondent-driven sampling
title_sort complex interplay of social networks, geography and hiv risk among malaysian drug injectors: results from respondent-driven sampling
publisher Elsevier
publishDate 2016
url http://eprints.um.edu.my/18673/
https://doi.org/10.1016/j.drugpo.2016.08.008
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