Also, from the 2007 UNDP report, the monthly household incomes were 11,694 baht for Pattani, 11,880 baht for Yala, and 9,214 for Narathiwat. The change in household income for 2002-2004 was 21.99%, 19.27%, and 21.28% for the 3 provinces respectively. This is compared to average change over the same time period for all of Thailand which was 9.4%, for the southern region it was 16.98%. Out of Thailand’s 76 provinces, Yala, Pattani, and Narathiwat are ranked 17th, 55th, and 56th respectively as the below chart shows (1st having the highest income):