ArticlePloS one2014
Heterogeneous HIV testing preferences in an urban setting in Tanzania: results from a discrete choice experiment.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02714140 (Does Preference-based HIV Testing Increase Uptake in High Risk Populations?), which is not on this map. Cited by 44 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Does Preference-based HIV Testing Increase Uptake in High Risk Populations?
Who cites it
44 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Pooled it
- Discrete Choice Experiments in Health Economics: Past, Present and Future.PharmacoEconomics · 2019Pooled it
- Preferences, beliefs, and attitudes about oral fluid and blood-based HIV self-testing among truck drivers in Kenya choosing not to test for HIV.Frontiers in public health · 2022Trial
- Young Women's Stated Preferences for Biomedical HIV Prevention: Results of a Discrete Choice Experiment in Kenya and South Africa.Journal of acquired immune deficiency syndromes (1999) · 2019Trial
- Identifying Preferences for Prostate Cancer Screening Among American Indian Men (Project AIMEPCCo): Protocol for a Discrete Choice Experiment.JMIR research protocols · 2026Article
- Barriers, Facilitators and Preferences for HIV Testing Services among Adolescent Girls (15-19) and Young Women (20-24) in Rakai District, Central Uganda.Research square · 2025Article
- An Overview of Data Collection in Health Preference Research.The patient · 2025Review
- Factors influencing HIV testing choices among Chinese undergraduates: insights from a discrete choice experiment.BMC public health · 2025Article
- What do women want in pharmacy-based HIV prevention services during pregnancy? Developing attributes and levels for a discrete choice experiment in Western Kenya.AIDS research and therapy · 2025Article
- Urban‒rural differences and determinants of utilization of sexual and reproductive health services among males in Anambra State, South-eastern Nigeria.BMC health services research · 2025Article
- Preferences for HIV preexposure prophylaxis care among gay, bisexual, and other MSM: a large discrete choice experiment.AIDS (London, England) · 2025Article
- Preference for HIV testing among community residents in Yunnan Province, China: results from a discrete choice experiment.BMC health services research · 2025Article
- Pretesting Discrete-Choice Experiments: A Guide for Researchers.The patient · 2024Article
- Pre-Exposure Prophylaxis and HIV Prevention Among Key Populations in Nigeria.International journal of MCH and AIDS · 2024Article
- Preferences for oral-World journal of methodology · 2023Article
- Article
- Stakeholder perspectives on interventions to improve HIV pre-exposure prophylaxis uptake and continuation in Lesotho: A participant-ranked preferences study.PLOS global public health · 2023Article
- Women's preferences for antenatal care in Tanzania: a discrete choice experiment.BMC pregnancy and childbirth · 2022Article
- Preferences for HIV Testing Services and HIV Self-Testing Distribution Among Migrant Gay, Bisexual, and Other Men Who Have Sex With Men in Australia.Frontiers in medicine · 2022Article
- Inequities in the utilization of HIV counseling and testing services among undergraduates in mainland China.BMC public health · 2021Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
backgroundEfforts to reduce Human Immunodeficiency Virus (HIV) transmission through treatment rely on HIV testing programs that are acceptable to broad populations. Yet, testing preferences among diverse at-risk populations in Sub-Saharan Africa are poorly understood. We fielded a population-based discrete choice experiment (DCE) to evaluate factors that influence HIV-testing preferences in a low-resource setting.
methodsUsing formative work, a pilot study, and pretesting, we developed a DCE survey with five attributes: distance to testing, confidentiality, testing days (weekday vs. weekend), method for obtaining the sample for testing (blood from finger or arm, oral swab), and availability of HIV medications at the testing site. Cluster-randomization and Expanded Programme on Immunization (EPI) sampling methodology were used to enroll 486 community members, ages 18-49, in an urban setting in Northern Tanzania. Interviewer-assisted DCEs, presented to participants on iPads, were administered between September 2012 and February 2013.
resultsNearly three of five males (58%) and 85% of females had previously tested for HIV; 20% of males and 37% of females had tested within the past year. In gender-specific mixed logit analyses, distance to testing was the most important attribute to respondents, followed by confidentiality and the method for obtaining the sample for the HIV test. Both unconditional assessments of preferences for each attribute and mixed logit analyses of DCE choice patterns suggest significant preference heterogeneity among participants. Preferences differed between males and females, between those who had previously tested for HIV and those who had never tested, and between those who tested in the past year and those who tested more than a year ago.
conclusionThe findings suggest potentially significant benefits from tailoring HIV testing interventions to match the preferences of specific populations, including males and females and those who have never tested for HIV.
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