SynthesisBMJ open2026
Effects of targeted interventions on HIV testing, knowledge and sexual risk behaviours among long-distance truck drivers: a systematic review and meta-analysis.
Synthesis in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesWe aimed to systematically summarise and quantify the empirical evidence on targeted interventions and their effects on various HIV prevention outcomes for long-distance truck drivers (LDTDs) globally.
designA systematic review and meta-analysis. DATA SOURCES: We searched PubMed, PubMed Central (PMC), Cumulated Index to Nursing and Allied Health Literature (CINAHL), ProQuest Central, EBSCOhost, ScienceDirect, World Health Organisation (Global Index Medicus), Cochrane Library, Scientific Electronic Library Online (SCiELO), Japan Science and Technology Information Aggregator, Electronic (J-STAGE) and China National Knowledge Infrastructure (CNKI) up to 15 ELIGIBILITY CRITERIA: We included original peer-reviewed interventional studies involving LDTDs of either gender aged above 18 years and reporting findings on HIV prevention interventions from any part of the world. We excluded non-empirical publications like systematic reviews. DATA EXTRACTION AND SYNTHESIS: We used a predesigned and piloted Microsoft Excel data extraction form to extract information on study details, characteristics of study participants, intervention characteristics, outcome measures and reported effect size measures. The general characteristics of the included studies were summarised using basic descriptive statistics like mean, frequencies and proportions. Where effect estimates for individual studies were missing, risk ratios (RR) were calculated from the proportions of the respective outcomes. Thereafter, we performed a random-effects meta-analysis using R. We performed a sensitivity analysis by excluding individual studies with outlier effect estimates and a subgroup analysis of studies with no high risk of bias. Where adequate data for meta-analysis were not reported, a narrative approach was used to synthesise the findings. The ROB 2 and ROBIN-1 Cochrane risk of bias assessment tools were used to assess the risk of bias for the randomised and non-randomised interventions, respectively. The certainty of evidence for the included studies was assessed using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach.
resultsOf the 2076 records identified, 24 were included. Most of the included studies were conducted in the regions of SSA (50%, n=12) and Asia and the Pacific (37.50%, n=9). The frequently reported outcomes following targeted interventions were condom use, HIV-related knowledge, HIV testing and sexual risk behaviours. The pooled effect estimates showed that interventions on condom use had the most significant effect (RR=1.25; 95% CI, 1.09 to 1.44, p=0.002), followed by HIV-related knowledge (RR=1.24, 95% CI 1.13 to 1.36, p<0.001) and sexual risk behaviour reduction (RR=0.86; 95% CI, 0.74 to 0.99, p=0.042). Interventions on HIV testing showed a modest effect at follow-up, though not statistically significant (RR=1.14; 95% CI, 0.91 to 1.42, p=0.248). Significant heterogeneity was observed, indicating that the pooled effect estimates were not due to chance but other factors, such as intervention variations and sample size. Following sensitivity and subgroup analysis, we did not observe statistically significant changes in pooled effect estimates across most intervention outcomes. Based on the GRADE assessment, the certainty of evidence was predominantly very low, with only one study providing moderate-certainty evidence and three others providing low-certainty evidence.
conclusionGenerally, most of the targeted interventions had significant effects on various HIV prevention outcomes and were randomised controlled trials, peer-led, outreach-based and adopted mobile health approaches. Thus, there is a need to upscale such interventions along transport corridors, as they had the most significant effects in promoting HIV prevention outcomes among LDTDs. However, the predominantly very low certainty of evidence based on the GRADE assessment limits confidence in the effect estimates reported in this study. Consequently, these findings should be interpreted with caution and confirmed through more rigorous, high-quality studies. PROSPERO REGISTRATION NUMBER: CRD42024505542.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.