Employing the newly developed panel threshold autoregressive model, this paper aims to investigate the nonlinear relationship between economic growth rate and the ratio of national defense spending to GDP. One or more threshold values of economic growth rates are conjectured for examining the asymmetric effects of the eocnomic growth rate on the ratio of defense spending. Panel data of eight countries, which include Taiwan, China, Japan, Korea, Singapore, Italy, France, and the UK, for the period running from 1986 to 2003 are utilized for our panel threshold effect analysis. Two threshold values of 1 and 3.9 for the economic growth rates are found in our empirical research. This double-threshold effect shows that the ratio of defense spending is proportional increasing to the rate of economic growth when growth rate is less than 1, whereas a negative relationship between these two variables is found when the rate of economic growth is within the two threshold values (i.e.,), but not significant when more than 3.9. Moremover, the research also finds that the two control variables of the domestic autonomous expenditure and the trade balance are both showing positive effects on the ratio of defense spending, implying that the more the autonomous expenditure and the trade balance, the higher the ratio of defense spending will be.