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Equity Awards
9 Months Ended
Sep. 30, 2022
Share-Based Payment Arrangement [Abstract]  
Equity Awards Equity Awards
The following table sets forth the amount of stock-based compensation expense recorded in each of the expense line items for the three and nine months ended September 30, 2021 and 2022 (in thousands):
For the three months ended September 30,For the nine months ended September 30,
2021202220212022
Instructional and support costs$1,365 $1,802 $3,871 $5,190 
General and administration3,503 3,810 9,546 11,019 
Restructuring costs(222)— (703)— 
Stock-based compensation expense included in operating expense4,646 5,612 12,714 16,209 
Tax benefit1,228 1,460 3,359 4,250 
Stock-based compensation expense, net of tax$3,418 $4,152 $9,355 $11,959 
During the nine months ended September 30, 2021 and 2022, the Company recognized a $26,000 and $1.4 million tax shortfall, respectively, related to share-based payment arrangements, which was recorded as an adjustment to the provision for income taxes.