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Stock Based Compensation
6 Months Ended
Jun. 30, 2022
Share-Based Payment Arrangement [Abstract]  
Stock Based Compensation Stock Based Compensation
The following table sets forth the components of our stock-based compensation and expected tax benefit for the three and six months ended June 30, 2022 and 2021 related to the plans in effect during the respective period:
Three months ended June 30, Six months ended June 30,
Stock-based compensation expense:2022202120222021
Restricted stock and restricted stock units (1)$14.6 $4.5 $22.0 $7.6 
Stock options0.6 (0.4)1.6 1.1 
Incentive units0.1 3.0 2.4 6.0 
Total compensation expense$15.3 $7.1 $26.0 $14.7 
Expected tax benefit:
Restricted stock and restricted stock units$2.0 $0.8 $3.1 $1.3 
Stock options— (0.7)0.1 (0.3)
Total expected tax benefit$2.0 $0.1 $3.2 $1.0 
(1)Higher expense for restricted stock and restricted stock units was primarily due to the addition of our 2022 annual grants and the expense recognition associated with accelerated shares.

The following table summarizes the restricted stock and restricted stock units granted in 2022:
DateNumber of shares grantedGrant date fair value per shareVesting period (in years)Vesting criteria
Restricted Stock & RSU's: (1)
March 10, 202296,509 $16.581.0Service
March 10, 2022 (2)3,254,916 $16.583.0Service & Performance
March 31, 202289,334 $17.523.0Service
June 30, 2022143,052 $15.033.0Service
(1)Employee awards generally vest ratably over three years and director awards vest 100% after one year.
(2)These awards are also subject to an annual performance target. Vesting of these awards are dependent on the satisfaction of the annual performance target.

We accounted for stock-based compensation based on grant date fair value. For restricted stock, grant date fair value was based on the closing price of our stock on the date of grant.

The following tables summarize the restricted stock, restricted stock units, stock options and incentive units activity in 2022:

Restricted stock and Restricted stock units
Number of
shares
Weighted-average
grant date
fair value
Weighted-average remaining contractual term (in years)Aggregate intrinsic value
Balances, January 1, 20222,757,839 $21.611.2$56.5
Granted 3,583,811 $16.59
Forfeited(351,994)$18.68
Vested(843,019)$22.33
Balances, June 30, 20225,146,637 $18.181.5$77.4
Stock options
Number of
options
Weighted-average
exercise price
Weighted-average remaining contractual term (in years)Aggregate intrinsic value
Balances, January 1, 20226,380,000 $22.005.5$—
Granted— $—
Forfeited(133,334)$22.00
Vested— $—
Balances, June 30, 20226,246,666 $22.005.0$—
Incentive units (1)
Number of
incentive units
Weighted-average
grant date
fair value
Weighted-average remaining contractual term (in years)Aggregate intrinsic value
Balances, January 1, 20223,826,569 $2.950.2$78.4
Distributed(3,786,486)$2.96
Forfeited— $—
Balances, June 30, 202240,083 $2.590.3$0.6
(1)Incentive units were granted prior to the IPO under the Incentive Units Program.

The following table sets forth the unrecognized equity-based compensation cost as of June 30, 2022:

Equity-based compensation:Unrecognized compensationWeighted-average amortization period (in years)
Restricted stock & Restricted stock units$74.5 2.4
Stock options3.5 1.0
Incentive units0.1 0.3
Total unrecognized compensation expense$78.1 2.2

Employee Stock Purchase Plan ("ESPP")

Under the Dun & Bradstreet Holdings, Inc. Employee Stock Purchase Plan, eligible employees are allowed to voluntarily make after-tax contributions ranging from 3% to 15% of eligible earnings. The Company contributes varying matching amounts to employees, as specified in the plan document, after a one year holding period. We recorded the associated expense of approximately $1 million and $2 million for the three and six months ended June 30, 2022, respectively, and approximately $2 million and $3 million for the three and six months ended June 30, 2021, respectively.