Definitely not a cotrolled study, but this article suggests it might be better for your respiratory health to walk instead of riding a motorbike...
airvisual. com/air-pollution-information/blog/ho-chi-minh-city-air-quality-motorbike-experiment-reveals-where-the-pollution-hotspots-are