 Curtice argued, from his data set, that the influence on voting patterns by social interactions is of such small consequence as to be nearly negligible in explaining the neighbourhood effect.The first group that attempted to find an empirical link between social interaction and voting patterns was R. Huckfeldt and J. Sprague.They did a survey of people in Indianapolis and St. Louis to find who people are and whom they talk to about politics.