LEASES

9 Months Ended

Sep. 30, 2022

The Company leases office space, corporate apartments, office equipment, and vehicles. Many of the Company’s leases contain variable payments including changes in base rent and charges for common area maintenance or other miscellaneous expenses. Due to this variability, the cash flows associated with these variable payments are not included in the minimum lease payments used in determining the right-of-use assets and associated lease liabilities and are recognized in the period in which the obligation for such payments is incurred. The Company’s leases have remaining lease terms ranging from 0.1 to 9.3 years. Certain lease agreements, mainly for office space, include options to extend or terminate the lease before the expiration date. The Company considers such options when determining the lease term when it is reasonably certain that the Company will exercise that option. The Company leases and subleases a portion of its office space to third parties. Lease income and sublease income were immaterial for the three and nine months ended September 30, 2022 and 2021. See Note 2 “Impact of the Invasion of Ukraine” for discussion of impairment of right-of-use assets in Russia.

During the three and nine months ended September 30, 2022 and 2021, the components of lease expense were as follows:


		Three Months Ended September 30,				Nine Months Ended September 30,
	Income Statement Classification	2022		2021		2022		2021
Operating lease cost	Selling, general and administrative expenses	$	12,204	$	16,431	$	40,303	$	50,932
Variable lease cost	Selling, general and administrative expenses	2,263		2,247		7,791		6,163
Short-term lease cost	Selling, general and administrative expenses	916		653		3,382		1,167
Total lease cost		$	15,383	$	19,331	$	51,476	$	58,262

Supplemental cash flow information related to leases for the three and nine months ended September 30, 2022 and 2021 was as follows:


	Three Months Ended September 30,				Nine Months Ended September 30,
	2022		2021		2022		2021
Cash paid for amounts included in the measurement of lease liabilities:
Operating cash flows used for operating leases	$	13,024	$	16,865	$	43,490	$	52,284
Right-of-use assets obtained in exchange for lease obligations:
Operating leases	$	6,111	$	6,981	$	30,843	$	8,658
Non-cash net increase/(decrease) due to lease modifications:
Operating lease right-of-use assets	$	3,260	$	8,184	$	(2,587)	$	6,305
Operating lease liabilities	$	3,163	$	8,184	$	(3,946)	$	6,305

Weighted average remaining lease term and discount rate as of September 30, 2022 and 2021 were as follows:


	As of September 30, 2022		As of September 30, 2021
Weighted average remaining lease term, in years:
Operating leases	5.5		5.6
Weighted average discount rate:
Operating leases	2.4	%	2.6	%

As of September 30, 2022, operating lease liabilities will mature as follows:


Year ending December 31,	Lease Payments
2022 (excluding nine months ended September 30, 2022)	$	10,416
2023	40,949
2024	33,962
2025	26,472
2026	20,630
Thereafter	38,854
Total lease payments	171,283
Less: imputed interest	(9,981)
Total	$	161,302

The Company had committed to payments of $17.9 million related to operating lease agreements that had not yet commenced as of September 30, 2022. These operating leases will commence on various dates during 2022 and 2023 with lease terms ranging from 0.3 to 10.0 years. The Company did not have any material finance lease agreements that had not yet commenced.