Admittedly, the surveyed data are not complete in all essential aspects for detailed analyses. This limitation will be mentioned later in the text when it appears to affect the validity of our analyses. Still, several variables and indicators do provide insights of each contributing factor to the rise of local fiscal innovations in Thailand.