Motorcycle taxis, commonly known as boda-bodas, are an important part of urban transportation in Uganda. They provide flexible travel through busy streets, but crashes involving motorcycles can result in serious injuries.

A 2026 study published in Transportation Research Interdisciplinary Perspectives examined whether combining road improvements, rider-focused safety measures and insurance incentives could reduce risks at locations where crashes occur frequently.

Focusing on Crash Hotspots

Instead of examining motorcycle safety across an entire city, the researchers concentrated on junctions where crashes were particularly common. This allowed the project to target specific locations with changes suited to their conditions.

The study used a stepped approach in which different groups of junctions received the safety measures at different stages. Police crash records, hospital trauma information, GPS-based telematics and rider surveys were combined to create a broader picture of road safety.

A total of 2,000 riders were enrolled. After quality-control exclusions, 1,856 riders remained in the main telematics analysis. This combination of information allowed the researchers to examine both actual crash outcomes and changes in riding behavior.

Improving the Road Environment

The first part of the program focused on physical road conditions. Improvements included better lighting, adjustments to junction layouts, surfaces designed to provide greater grip and measures intended to encourage lower speeds.

These changes were designed around a simple principle: road infrastructure should reduce the consequences of predictable mistakes rather than rely entirely on riders to respond perfectly in every situation. According to the study, the engineering measures were associated with a 38% reduction in crash frequency during the post-intervention assessment. Injury severity also declined during the evaluation period.

This result highlights the potential importance of relatively focused improvements. A junction does not necessarily need a complete reconstruction to address safety concerns. Lighting, surface quality, traffic movement and speed management can all influence how safely vehicles move through a busy location.

Tracking Changes in Rider Behavior

Road improvements were only one part of the intervention. The researchers also examined rider behavior using training, feedback and telematics technology. GPS-based telematics provided information about driving patterns that can be difficult to measure through occasional observations alone. The system helped track indicators such as braking behavior, speed compliance and broader safety scores.

Among the 1,856 riders included in the final telematics analysis, helmet compliance increased by 35 percentage points. Hard-braking frequency declined by 27%, while speed compliance and composite safety scores also improved.

These changes are important because infrastructure alone cannot address every source of crash risk. A safer junction can provide better conditions, but rider decisions still influence what happens within those conditions.

Adding an Insurance Incentive

The study also explored whether financial mechanisms could reinforce safer behavior. Pilot micro-insurance data showed a 29% reduction in injury-related claim incidence during the study period. The researchers also used actuarial simulations based on telematics-derived safety scores.

These projections indicated that riders categorized as lower risk could potentially receive premium reductions of between 18% and 22%. These figures were simulations rather than direct evidence that every rider would receive such reductions. Linking insurance to measurable safety behavior creates another possible incentive for riders.

Why Combining Measures Matters

The study's central idea is that motorcycle safety involves several connected factors. Road layout can influence vehicle movement, rider behavior affects how vehicles respond to hazards, and financial systems can potentially encourage safer practices.

Looking at these elements together provides a broader approach than relying on occasional enforcement or individual responsibility alone. The researchers used a combination of statistical analysis, crash records, medical data, telematics and economic evaluation to assess the intervention.

The economic assessment estimated a base-case cost of approximately US$780 for each disability-adjusted life year averted. The authors noted that the research was conducted within a defined intervention period and pilot institutional setting, so the findings should be interpreted within those limits.

For cities where boda-bodas play a major transportation role, this approach provides useful evidence for examining safety through several connected parts of the transport system rather than relying on a single intervention.