Personal indebtedness, spatial effects and crime

► We find that spatial autocorrelation is present in our theft crime data for London, UK. ► We find that personal indebtedness is associated with 'personal theft' crimes. ► We show the insights that can be gained from examining the spatial dimension to crime.