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The Military Advisory Panel has approved the latest Cost of Living Allowance (COLA) rates for U.S. Service members based in Japan - The Military Advisory Panel has approved the latest Cost of Living Allowance (COLA) rates for U.S. Service members based in Japan. Four locations in Japan will see an increase in COLA rates, four will see a decrease and two will see no change from current rates.