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Summary of Significant Accounting Policies - Additional Information (Details)
3 Months Ended 6 Months Ended
Aug. 03, 2019
USD ($)
segment
Aug. 04, 2018
USD ($)
segment
Aug. 03, 2019
USD ($)
segment
store
Aug. 04, 2018
USD ($)
segment
May 04, 2019
USD ($)
Feb. 03, 2019
USD ($)
Feb. 02, 2019
USD ($)
May 05, 2018
USD ($)
Feb. 03, 2018
USD ($)
Summary of Accounting Policies [Line Items]                  
Total number of retail stores operated by company | store     1,494            
Number of reportable business segments | segment 4 4 4 4          
Accrued liability for gift cards $ 3,800,000 $ 3,800,000 $ 3,800,000 $ 3,800,000     $ 5,100,000    
Gift card breakage recognized as revenue 100,000 200,000 300,000 300,000          
Gift card redemptions and gift card breakage revenue     2,400,000            
Cash and cash equivalents 57,965,000 49,786,000 57,965,000 49,786,000     167,355,000    
Cash equivalents 17,500,000 0 $ 17,500,000 0     127,200,000    
Payment processing duration, minimum     24 hours            
Payment processing duration, maximum     48 hours            
Excess of outstanding checks drawn on zero balance accounts at domestic banks exceeded book cash balance 9,400,000 17,800,000 $ 9,400,000 17,800,000     29,600,000    
Asset retirement obligations 10,200,000 10,700,000 10,200,000 10,700,000     10,900,000    
Cost of sales 250,040,000 255,546,000 500,783,000 503,759,000          
Advertising costs 16,500,000 15,300,000 30,200,000 29,800,000          
Vendor reimbursements of cooperative advertising costs 2,300,000 1,700,000 4,200,000 3,400,000          
Net gain (loss) from foreign currency transactions (200,000) 300,000 100,000 600,000          
Stockholders' equity, including portion attributable to noncontrolling interest $ (584,621,000) $ (824,158,000) (584,621,000) $ (824,158,000) $ (662,926,000)   (737,551,000) $ (828,839,000) $ (830,704,000)
Amortization of net actuarial loss and prior service cost     $ 307,000            
Effective income tax rate 70.70% 2600.00% 39.70% 32.00%          
Uncertain tax position $ 200,000   $ 200,000            
Tax rate impact (100,000) $ 500,000 (100,000) $ 500,000          
Operating lease right of use asset 754,537,000   754,537,000            
Operating lease liability 812,280,000   812,280,000            
Retained earnings 364,396,000 603,536,000 364,396,000 603,536,000     508,555,000    
Selling and Administrative Expenses                  
Summary of Accounting Policies [Line Items]                  
Wholesale costs of distribution 1,300,000 1,300,000 2,700,000 2,800,000          
Cooperative advertising costs 500,000 200,000 1,200,000 1,000,000.0          
Accounting Standards Update 2016-02                  
Summary of Accounting Policies [Line Items]                  
Operating lease right of use asset           $ 795,600,000      
Operating lease liability           855,300,000      
Impairment of store operating lease right of use assets           4,800,000      
Retained earnings           $ 4,200,000      
Accumulated Foreign Currency Adjustment Attributable to Parent, Excluding Intra-Entity Transactions [Member]                  
Summary of Accounting Policies [Line Items]                  
Other comprehensive income (loss) before reclassifications     (9,869,000)            
Accumulated Foreign Currency Adjustment Attributable to Parent, Intra-Entity Transactions [Member]                  
Summary of Accounting Policies [Line Items]                  
Other comprehensive income (loss) before reclassifications     (123,000)            
Foreign Currency Translation                  
Summary of Accounting Policies [Line Items]                  
Stockholders' equity, including portion attributable to noncontrolling interest 43,744,000   43,744,000       33,752,000    
Amortization of net actuarial loss and prior service cost     0            
Unrecognized Pension Postretirement Benefit Costs                  
Summary of Accounting Policies [Line Items]                  
Stockholders' equity, including portion attributable to noncontrolling interest 4,411,000   4,411,000       4,184,000    
Other comprehensive income (loss) before reclassifications     0            
Amortization of net actuarial loss and prior service cost     307,000            
Accumulated Other Comprehensive Loss                  
Summary of Accounting Policies [Line Items]                  
Stockholders' equity, including portion attributable to noncontrolling interest 48,155,000 42,744,000 48,155,000 42,744,000 $ 36,968,000   37,936,000 $ 36,890,000 $ 29,192,000
Cumulative Pension Liability Adjustment | Unrecognized Pension Postretirement Benefit Costs                  
Summary of Accounting Policies [Line Items]                  
Stockholders' equity, including portion attributable to noncontrolling interest 5,900,000   5,900,000            
Cumulative Post-Retirement Liability Adjustment | Unrecognized Pension Postretirement Benefit Costs                  
Summary of Accounting Policies [Line Items]                  
Stockholders' equity, including portion attributable to noncontrolling interest (1,500,000)   $ (1,500,000)            
Customer Concentration Risk | Major Customer One | Trade Accounts Receivable                  
Summary of Accounting Policies [Line Items]                  
Concentration risk percentage     24.00%            
Customer Concentration Risk | Major Customer Two | Trade Accounts Receivable                  
Summary of Accounting Policies [Line Items]                  
Concentration risk percentage     11.00%            
Customer Concentration Risk | Major Customer Three | Trade Accounts Receivable                  
Summary of Accounting Policies [Line Items]                  
Concentration risk percentage     7.00%            
Customer Concentration Risk | Other Major Customers | Trade Accounts Receivable                  
Summary of Accounting Policies [Line Items]                  
Concentration Risk, Benchmark Percentage     6.00%            
Foreign Subsidiaries                  
Summary of Accounting Policies [Line Items]                  
Cash and cash equivalents 10,800,000 11,300,000 $ 10,800,000 11,300,000     $ 20,800,000    
Occupancy | Selling and Administrative Expenses                  
Summary of Accounting Policies [Line Items]                  
Cost of sales $ 85,900,000 $ 83,500,000 $ 169,100,000 $ 168,000,000.0