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Stock-based Compensation Expense (Tables)
12 Months Ended
Dec. 31, 2022
Share-Based Payment Arrangement [Abstract]  
Schedule of Stock-based Compensation Expense by Line Item
The effect of stock-based compensation expense during the three years ended December 31, 2022 was as follows:
202220212020
(in millions)
Stock-based compensation expense by line item:
Cost of sales$9.4 $6.3 $5.6 
Research and development expenses297.9 268.3 262.7 
Selling, general and administrative expenses
184.0 166.8 161.2 
Total stock-based compensation expense included in costs and expenses
491.3 441.4 429.5 
Income tax effect(144.1)(82.9)(147.0)
Total stock-based compensation included in costs and expenses, net of tax$347.2 $358.5 $282.5 
The stock-based compensation expense by type of award during the three years ended December 31, 2022 was as follows:
202220212020
(in millions)
Stock-based compensation expense by type of award:
Restricted stock units (including PSUs)$456.1 $384.3 $360.4 
Stock options17.6 36.8 59.7 
ESPP share issuances16.7 24.4 13.0 
Stock-based compensation expense related to inventories0.9 (4.1)(3.6)
Total stock-based compensation expense included in costs and expenses
$491.3 $441.4 $429.5 
Schedule of Unrecognized Stock-Based Compensation Expense
The following table sets forth our unrecognized stock-based compensation expense as of December 31, 2022, by type of award and the weighted-average period over which that expense is expected to be recognized:
As of December 31, 2022
Unrecognized Expense
Weighted-average Recognition Period
(in millions)(in years)
Type of award:
Restricted stock units (including PSUs)$477.9 1.93
Stock options2.2 0.42
ESPP share issuances11.3 0.61
Total unrecognized stock-based compensation expense$491.4 
Schedule of Assumptions Used to Estimate the Grant Date Fair Value of Options
The fair value of each option granted during 2022, 2021 and 2020 was estimated on the date of grant using the Black-Scholes option pricing model with the following weighted-average assumptions:
202220212020
Stock options granted20,07927,30222,636
Expected stock price volatility34.03%35.03%35.87%
Risk-free interest rate2.93%0.86%0.43%
Expected term of options (in years)4.364.504.67
Expected annual dividends
Schedule of Assumptions Used to Estimate the Grant Date Fair Value Employee Stock Purchase Plan The following table reflects the weighted-average assumptions used in the Black-Scholes option pricing model for 2022, 2021 and 2020:
202220212020
Expected stock price volatility33.55%34.06%37.70%
Risk-free interest rate4.05%0.05%0.11%
Expected term (in years)0.710.690.71
Expected annual dividends