“…However, it omits a significant amount of unexplained variation in trade (Head, 2003). As a consequence, many works (including Rose, 2001;Frankel & Rose, 2002;Glick & Rose, 2002;Rose & Engel, 2002;Wilson, 2002Carrere, 2004;Njinkeu et al, 2008) 'augmented' the traditional gravity model. Traditional variables for augmentation generally include income per capita, adjacency, common language or colonial ties, border effects and membership of regional integration arrangements (Head, 2003).…”