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Everyday Life Information Behavior, Health Information Seeking, and HIV and STI Awareness Among People Who Inject Drugs (PWID)

2025· article· en· W4408361669 on OpenAlexaffvenue
Nafiz Zaman Shuva, Radia Taisir, Parvez Sazzad Mallick

Bibliographic record

VenueCanadian Journal of Information and Library Science · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMisinformation and Its Impacts
Canadian institutionsHomewood Research Institute
Fundersnot available
KeywordsHuman immunodeficiency virus (HIV)Everyday lifePsychologyHealth informationInternet privacySocial psychologyEnvironmental healthMedicineHealth careFamily medicinePolitical scienceComputer science

Abstract

fetched live from OpenAlex

This study aims to explore the everyday life and health information behavior of people who inject drugs (PWID) in Bangladesh, as well as the effectiveness of HIV and STI informational programs in promoting safe injecting and sexual behavior. The study received 97 completed survey responses and conducted two focus group discussions (FGDs) with 13 PWID. Using de Certeau's everyday life practices framework, the study aims to understand the tactical information behavior of PWID in the context of a developing country where access to government services and trust in authorities may be significantly limited among marginalized populations such as PWID. The PWID in this study reported that they require very limited information in their everyday lives and consult mainly other PWID and NGO workers to meet their information needs. The findings also suggest that PWID is experiencing significant unmet information needs. For their health information/services, they reported mainly using local pharmacies and NGO clinics. Although PWID claimed to participate in HIV and STI prevention programs and events, their needle/syringe use and sexual practices suggest those informational programs were not always playing an important role in motivating them to practice safe injecting and sexual behavior. The findings of this study contribute to the understanding of the vulnerability of PWID in accessing information and the limitations of informational programs in specific contexts, with implications for information science researchers and interdisciplinary agencies working to address the rapid spread of HIV and other infections among PWID in Bangladesh. Further research is needed to explore the motivational factors for practicing unsafe needle/syringe sharing and sexual practices among PWID.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesScholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.495
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0030.067
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.007
GPT teacher head0.252
Teacher spread0.245 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

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Same venueCanadian Journal of Information and Library ScienceSame topicMisinformation and Its ImpactsFrench-language works237,207