“…Moreover, the descriptive outcomes show key differences across countries, being it possible to overview certain patterns, such as finding that African and Asian riders tend to be high-scorers in both risky behavioural (i.e., traffic violations and errors) subscales. In this regard, and although at first glance it could be interpreted that, added to a substantial lack of previous research, a combination of reduced cycling infrastructure, training, and tradition (Larouche et al, 2014;Timpabi et al, 2021) might drive low-income countries to report 'worse' behavioural outcomes, this relationship seems not sheer. For instance, it draws attention that Germany, a highincome economy with high investments in infrastructure, road safety education, and an undisputable urban cycling tradition, remains one of the top scorers in terms of self-reported traffic violations, coherently with issues highlighted by previous researchers such as cycling anger (Oehl et al, 2019), secondary task engagement (Huemer et al, 2022), alcohol-intoxicated riding (Bothorn et al, 2022), crowding and road conflicts in urban scenarios (Von Stülpnagel et al, 2022).…”