Effect of a theory-driven health education intervention on personal protective equipment use among commercial motorcycle riders in Cameroon: A quasi-experimental study
Ukah, C. E.; Tendongfor, N.; Hubbard, A.; Tanue, E. A.; Oke, R.; Bassah, N.; Yunika, L. K.; Ngu, C. N.; Christie, S. A.; Nsagha, D. S.; Chichom-Mefire, A.; Juillard, C.
Show abstract
BackgroundCommercial motorcycle riders are among the most vulnerable road users in low- and middle-income countries and contribute substantially to the burden of road traffic injuries. The use of personal protective equipment (PPE), including helmets and protective clothing, reduces injury severity; however, uptake remains suboptimal. This study evaluated the effectiveness of a theory-driven health education intervention in improving knowledge, attitudes, and use of PPE among commercial motorcycle riders in Cameroon. MethodsA quasi-experimental, non-randomized controlled before-and-after study was conducted in Limbe (intervention) and Tiko (control) Health Districts between August 4, 2024, and April 6, 2025. Participants were recruited from a cohort of commercial motorcycle riders and followed over an eight-month intervention period. The intervention, guided by the Health Belief Model and developed using the Intervention Mapping framework, combined face-to-face sensitization sessions with mobile phone-based educational messaging adapted to participants literacy levels and communication preferences. Data were collected at baseline and endline using structured questionnaires and direct observation checklists. Intervention effects were estimated using difference-in-differences analysis with generalized estimating equations, adjusting for socio-demographic factors. ResultsA total of 313 riders were enrolled at baseline (183 intervention, 130 control), with 249 retained at endline (149 intervention, 100 control). The intervention was associated with significant improvements in PPE knowledge ({beta} = 2.91; 95% CI: 2.14-3.68; p < 0.001) and attitudes ({beta} = 5.76; 95% CI: 4.32-7.21; p < 0.001) compared with the control group. No statistically significant effect was observed for PPE practice scores ({beta} = 0.21; 95% CI: -0.09-0.52; p = 0.171). Among individual PPE items, helmet use increased significantly in the intervention group relative to the control group (AOR = 2.38; 95% CI: 1.19-9.45; p = 0.036), while no significant effects were observed for gloves, trousers, eyeglasses, or closed-toe shoes. ConclusionThe theory-driven health education intervention significantly improved knowledge and attitudes toward PPE and increased helmet use among commercial motorcycle riders but did not lead to broader improvements in the uptake of other protective equipment. These findings highlight the need for complementary structural and policy interventions to address persistent barriers to PPE use in similar low-resource settings. Trial registrationClinicalTrials.gov Identifier: NCT07087444 (registered July 28, 2025, retrospectively)
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Ethical considerations related to drone use for environment and health research: a scoping review protocol 93%
- Compliance with Covid-19 measures: evidence from New Zealand 93%
- The effects of sport-specific training on individuals action strategies while avoiding a virtual player approaching on a 45{o} angle while completing a secondary task 93%
Similar papers in this journal
- Epidemiological Patterns of Motorcycle-Related Injuries in Cameroon: A Comparative Analysis of Motorcycle Users and Pedestrians 94%
- Who participates in ‘participatory design’ of WASH infrastructure: a mixed-methods process evaluation 93%
- Impact of school closures and reopening on COVID-19 caseload in 6 cities of Pakistan: An Interrupted Time Series Analysis 92%
Similar papers in this journal
- Taking a participatory research approach within workplace health promotion research to improve physical activity levels in office-based workers: a scoping review protocol 93%
- A cross-sectional study of COVID-19 knowledge, beliefs and prevention behaviors among adults in Senegal 92%
- The Use of Machine Learning in Occupational Risk Communication for Healthcare Workers – Protocol for scoping review 92%
Similar papers in this journal
- Successful reboot of high-performance sporting activities by Japanese national women’s handball team in Tokyo, 2020 during the COVID-19 pandemic: An initiative by Japan Sports-Cyber Physical System (JS-CPS) of Sports Research Innovation Project (SRIP) 93%
- Practical recommendations for staying physically active during the COVID-19 pandemic: A systematic literature review 92%
- Experience of the COVID-19 pandemic in rural Odisha, India: knowledge, preventative actions, and impacts on daily life 91%
Similar papers in this journal
- InterMob: A 24-month randomised controlled trial comparing the effectiveness of an intervention including behavioural change techniques and free transport versus an intervention including air pollution awareness-raising on car use reduction among regular car users living in Grenoble, France 93%
- A whole system approach to increasing children’s physical activity in a multi-ethnic UK city: a process evaluation protocol 91%
- Acceptability and feasibility of strategies to shield the vulnerable during the COVID-19 outbreak: a qualitative study in six Sudanese communities 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.