“…These include: improving its efficiency by enabling decisions and results to occur more quickly and/or more cheaply; and improving its effectiveness by enabling decisions and results that are better-informed, more objective, more transparent, and better-able to meet citizens' needs (Samarajiva, Lokanathan, Madhawa, Kreindler, & Maldeniya, 2015;van Veenstra, Esmeijer, Bakker, & Kotterink, 2014). But alongside this have been concerns about datafication of the city (Baud, 2016;Kitchin, 2014a;Privacy International, 2017;Taylor & Richter, 2015;Townsend, 2013): procedurally that initiatives are not being implemented right; instrumentally that the promised results are not being achieved; ethically that data rights are not being respected; and critically that there are problematic distributive impacts. The main critical concerns are that urban datafication is associated with growing inequality; especially, in developing countries, with the exclusion or adverse incorporation of those who are already marginalised within the physical city, such as those living in slums and other forms of informal settlement (Donovan, 2012;Pfeffer & Verrest, 2016).…”