published as 'On the road to equity: examining income-related inequalities in ownership of safer cars' in: Oxford Open Economics, 2024, 3, odae002
Using administrative DVLA data matched with micro-data from Understanding Society – the UK Household Longitudinal Study we estimate income-related inequalities in ownership of vehicles with a set of safety features and we apply a regression-based decomposition method for rank-dependent inequality measures to estimate the source of inequalities.
We find systematic pro-rich inequalities in ownership of passively safer vehicles that are almost entirely explained by the characteristics of the vehicles, mainly their price and year of manufacture. A wide range of variables measured at the household level including demographics, risk aversion and time preference proxies, personality traits, cognitive ability, and education plays a much less pronounced and, in most cases, non-statistically significant contribution to overall inequality. These findings reveal inequity in access to passively safer vehicles with potential effects on the socio-economic gap in road-traffic injuries and mortality rates, requiring regulatory intervention.
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