Social network and HIV/AIDS: A bibliometric analysis of global literature
Databases, Factual
Epidemiology
Social Stigma
Health Professions
Latent Dirichlet allocation
HIV Infections
HIV Epidemiology
FOS: Health sciences
Social Networking
0302 clinical medicine
Topic model
Sociology
Psychological intervention
Stigma (botany)
10. No inequality
Social network
Psychiatry
bibliometric
1. No poverty
Human immunodeficiency virus (HIV)
Topic modeling
FOS: Sociology
3. Good health
Infectious Diseases
Environmental health
General Health Professions
Medicine
social network
Public Health
Public aspects of medicine
RA1-1270
Family medicine
topic modeling
610
HIV Transmission
Bibliometric
03 medical and health sciences
Health Sciences
Humans
Latent Dirichlet Allocation
Global Epidemiology of HIV and Drug Use
Demography
Prevention and Treatment of HIV/AIDS Infection
Natural language processing
HIV
Computer science
Bibliometrics
Adolescent Sexual Health and Behavior Patterns
DOI:
10.3389/fpubh.2022.1015023
Publication Date:
2022-11-02T05:56:58Z
AUTHORS (11)
ABSTRACT
Social networks (SN) shape HIV risk behaviors and transmission. This study was performed to quantify research development, patterns, and trends in the use of SN in the field of HIV/AIDS, and used Global publications extracted from the Web of Science Core Collection database. Networks of countries, research disciplines, and most frequently used terms were visualized. The Latent Dirichlet Allocation method was used for topic modeling. A linear regression model was utilized to identify the trend of research development. During the period 1991–2019, in a total of 5,698 publications, topics with the highest volume of publications consisted of (1) mental disorders (16.1%); (2) HIV/sexually transmitted infections prevalence in key populations (9.9%); and (3) HIV-related stigma (9.3%). Discrepancies in the geographical distribution of publications were also observed. This study highlighted (1) the rapid growth of publications on a wide range of topics regarding SN in the field of HIV/AIDS, and (2) the importance of SN in HIV prevention, treatment, and care. The findings of this study suggest the need for interventions using SN and the improvement of research capacityviaregional collaborations to reduce the HIV burden in low- and middle-income countries.
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REFERENCES (62)
CITATIONS (3)
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