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STOCKHOLDERS' EQUITY (Schedule of Components of Other Comprehensive Income (Loss)) (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended 12 Months Ended
May 31, 2020
May 31, 2019
May 31, 2020
May 31, 2019
Aug. 31, 2019
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Balance, Attributable to PriceSmart     $ 797,351    
Other comprehensive income (loss), Attributable to PriceSmart $ (15,411) $ (11,000) (23,590) $ (19,872)  
Balance, Attributable to PriceSmart 818,666   818,666   $ 797,351
Balance 818,867 773,590 798,279 758,638 758,638
Other comprehensive income (loss) (15,446) (11,059) (23,680) (19,952)  
Balance 819,603 779,055 819,603 779,055 798,279
Accumulated Other Comprehensive Income (Loss) [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Balance, Attributable to PriceSmart     (144,339) (121,216) (121,216)
Other comprehensive income (loss), Attributable to PriceSmart (15,446) (11,059) (23,680) (19,952)  
Balance, Attributable to PriceSmart (168,019) (141,168) (168,019) (141,168) (144,339)
Balance (152,573) (130,109) (144,339) (121,216) (121,216)
Balance (168,019) (141,168) (168,019) (141,168) (144,339)
Foreign Currency Translation Adjustments [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Other comprehensive income (loss), Attributable to PriceSmart     (19,981) (17,972) (19,717)
Defined Benefit Pension Plans [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Other comprehensive income (loss), Attributable to PriceSmart     53 73 (112)
Derivative Instruments [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Other comprehensive income (loss), Attributable to PriceSmart [1]     (3,752) (2,053) (3,369)
AOCI Attributable to Noncontrolling Interest [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Balance     20 (1) (1)
Balance 110 79 110 79 20
Accumulated Foreign Currency Adjustment Attributable to Noncontrolling Interest [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Other comprehensive income (loss)     90 80 21
Reclassification From Other Comprehensive Income (Loss) Attributable To Noncontrolling Interest [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Amount reclassified from accumulated other comprehensive income (loss), Attributable to PriceSmart         75
AOCI Including Portion Attributable to Noncontrolling Interest [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Balance     (144,319) (121,217) (121,217)
Balance $ (167,909) $ (141,089) (167,909) (141,089) (144,319)
Accumulated Foreign Currency Adjustment Including Portion Attributable to Noncontrolling Interest [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Other comprehensive income (loss)     (19,891) (17,892) (19,696)
Accumulated Defined Benefit Plans Adjustment Including Portion Attributable to Noncontrolling Interest [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Other comprehensive income (loss)     53 73 (112)
Accumulated Derivative Instruments Including Portion Attributable To Noncontrolling Interest [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Other comprehensive income (loss) [1]     $ (3,752) $ (2,053) (3,369)
Reclassification From Other Comprehensive Income (Loss) Including Portion Attributable To Noncontrolling Interest [Member]          
Accumulated Other Comprehensive Income (Loss) [Line Items]          
Amounts reclassified from accumulated other comprehensive income (loss)         $ 75
[1] See Note 8 - Derivative Instruments and Hedging Activities.