Ideological stance of politicians might play a role in the efficiency service provision as well global spending efficiency. This paper examines whether shares left-wing, populist, and extremist councillors on all regional are associated with higher or lower education, healthcare, infrastructure governments. To calculate each policy domain, we use conditional non-parametric models adjust outputs...