Biggest changeThe operating results in any period are not necessarily indicative of the results that may be expected for any future period. 95 Table of Contents For the Year Ended December 31, 2020 2021 2022 US$ Percentage of Total Revenue US$ Percentage of Total Revenue US$ Percentage of Total Revenue (thousands, except for percentages) Selected Consolidated Statements of Operations Data: Revenue: Service revenue Digital Entertainment 2,015,972 46.1 4,320,013 43.4 3,877,163 31.1 E-commerce and other services 1,777,330 40.6 4,564,617 45.8 7,463,173 60.0 Sales of goods 582,362 13.3 1,070,560 10.8 1,109,369 8.9 Total revenue 4,375,664 100.0 9,955,190 100.0 12,449,705 100.0 Cost of revenue: Cost of service Digital Entertainment (702,329 ) (16.1 ) (1,230,082 ) (12.4 ) (1,077,017 ) (8.7 ) E-commerce and other services (1,743,773 ) (39.9 ) (3,825,826 ) (38.4 ) (5,194,065 ) (41.7 ) Cost of goods sold (580,657 ) (13.3 ) (1,003,547 ) (10.1 ) (993,346 ) (8.0 ) Total cost of revenue (3,026,759 ) (69.2 ) (6,059,455 ) (60.9 ) (7,264,428 ) (58.4 ) Gross profit 1,348,905 30.8 3,895,735 39.1 5,185,277 41.6 Operating income (expenses): Other operating income 189,645 4.3 287,946 2.9 279,184 2.2 Sales and marketing expenses (1,830,875 ) (41.8 ) (3,829,743 ) (38.5 ) (3,269,223 ) (26.3 ) General and administrative expenses (599,706 ) (13.7 ) (987,868 ) (9.9 ) (1,437,612 ) (11.5 ) Provision for credit losses (57,509 ) (1.3 ) (117,427 ) (1.2 ) (513,690 ) (4.1 ) Research and development expenses (353,785 ) (8.1 ) (831,703 ) (8.4 ) (1,376,501 ) (11.0 ) Impairment of goodwill – – – – (354,943 ) (2.9 ) Total operating expenses (2,652,230 ) (60.6 ) (5,478,795 ) (55.1 ) (6,672,785 ) (53.6 ) Operating loss (1,303,325 ) (29.8 ) (1,583,060 ) (15.9 ) (1,487,508 ) (11.9 ) Interest income 24,804 0.6 36,082 0.4 115,515 0.9 Interest expense (123,843 ) (2.8 ) (136,876 ) (1.4 ) (45,396 ) (0.4 ) Net investment loss (17,820 ) (0.4 ) (43,502 ) (0.4 ) (207,331 ) (1.7 ) Net (loss) gain on debt extinguishment (24,400 ) (0.6 ) (2,069 ) (0.0 ) 199,697 1.6 Changes in fair value of convertible notes (87 ) (0.0 ) – – – – Foreign exchange (loss) gain (38,567 ) (0.9 ) 14,241 0.1 (75,510 ) (0.6 ) Loss before income tax and share of results of equity investees (1,483,238 ) (33.9 ) (1,715,184 ) (17.2 ) (1,500,533 ) (12.1 ) Income tax expense (141,640 ) (3.2 ) (332,865 ) (3.3 ) (168,395 ) (1.4 ) Share of results of equity investees 721 0.0 5,019 0.1 11,156 0.1 Net loss (1,624,157 ) (37.1 ) (2,043,030 ) (20.5 ) (1,657,772 ) (13.3 ) 96 Table of Contents Year Ended December 31, 2022 Compared to Year Ended December 31, 2021 Revenue Our total revenue increased by 25.1% from US$10.0 billion in 2021 to US$12.4 billion in 2022. • Digital Entertainment: Our digital entertainment revenue decreased by 10.3% from US$4.3 billion in 2021 to US$3.9 billion in 2022.
Biggest changeThe operating results in any period are not necessarily indicative of the results that may be expected for any future period. 97 Table of Contents For the Year Ended December 31, 2021 2022 2023 US$ Percentage of Total Revenue US$ Percentage of Total Revenue US$ Percentage of Total Revenue (thousands, except for percentages) Selected Consolidated Statements of Operations Data: Revenue: Service revenue Digital Entertainment 4,320,013 43.4 3,877,163 31.1 2,172,009 16.6 E-commerce and other services 4,564,617 45.8 7,463,173 60.0 9,770,376 74.8 Sales of goods 1,070,560 10.8 1,109,369 8.9 1,121,175 8.6 Total revenue 9,955,190 100.0 12,449,705 100.0 13,063,560 100.0 Cost of revenue: Cost of service Digital Entertainment (1,230,082 ) (12.4 ) (1,077,017 ) (8.7 ) (672,481 ) (5.1 ) E-commerce and other services (3,825,826 ) (38.4 ) (5,194,065 ) (41.7 ) (5,530,043 ) (42.3 ) Cost of goods sold (1,003,547 ) (10.1 ) (993,346 ) (8.0 ) (1,027,389 ) (7.9 ) Total cost of revenue (6,059,455 ) (60.9 ) (7,264,428 ) (58.4 ) (7,229,913 ) (55.3 ) Gross profit 3,895,735 39.1 5,185,277 41.6 5,833,647 44.7 Operating income (expenses): Other operating income 287,946 2.9 279,184 2.2 221,021 1.7 Sales and marketing expenses (3,829,743 ) (38.5 ) (3,269,223 ) (26.3 ) (2,779,223 ) (21.3 ) General and administrative expenses (987,868 ) (9.9 ) (1,437,612 ) (11.5 ) (1,134,724 ) (8.7 ) Provision for credit losses (117,427 ) (1.2 ) (513,690 ) (4.1 ) (633,942 ) (4.8 ) Research and development expenses (831,703 ) (8.4 ) (1,376,501 ) (11.0 ) (1,164,126 ) (8.9 ) Impairment of goodwill – – (354,943 ) (2.9 ) (117,875 ) (0.9 ) Total operating expenses (5,478,795 ) (55.1 ) (6,672,785 ) (53.6 ) (5,608,869 ) (42.9 ) Operating (loss) income (1,583,060 ) (15.9 ) (1,487,508 ) (11.9 ) 224,778 1.7 Interest income 36,082 0.4 115,515 0.9 331,310 2.6 Interest expense (136,876 ) (1.4 ) (45,396 ) (0.4 ) (41,075 ) (0.3 ) Net investment loss (43,502 ) (0.4 ) (207,331 ) (1.7 ) (125,656 ) (1.0 ) Net (loss) gain on debt extinguishment (2,069 ) (0.0 ) 199,697 1.6 38,550 0.3 Foreign exchange gain (loss) 14,241 0.1 (75,510 ) (0.6 ) 4,487 0.0 (Loss) Income before income tax and share of results of equity investees (1,715,184 ) (17.2 ) (1,500,533 ) (12.1 ) 432,394 3.3 Income tax expense (332,865 ) (3.3 ) (168,395 ) (1.4 ) (262,680 ) (2.0 ) Share of results of equity investees 5,019 0.1 11,156 0.1 (7,032 ) (0.1 ) Net (loss) income (2,043,030 ) (20.5 ) (1,657,772 ) (13.3 ) 162,682 1.2 98 Table of Contents For the Year Ended December 31, 2021 2022 2023 (US$ thousands) Gross profit/(loss): Services E-commerce 381,830 1,302,034 2,713,824 Digital Financial Services 364,473 967,858 1,479,677 Digital Entertainment 3,089,931 2,800,146 1,499,528 Other Services (7,512 ) (784 ) 46,832 Sales of goods 67,013 116,023 93,786 Total gross profit 3,895,735 5,185,277 5,833,647 For the Year Ended December 31, 2021 2022 2023 (Percentage) Gross margin: Services E-commerce 9.4 21.0 34.4 Digital Financial Services 77.6 79.2 84.1 Digital Entertainment 71.5 72.2 69.0 Other Services (32.6 ) (1.5 ) 37.2 Sales of goods 6.3 10.5 8.4 Total gross margin 39.1 41.6 44.7 Year Ended December 31, 2023 Compared to Year Ended December 31, 2022 Revenue Our total revenue increased by 4.9% from US$12.4 billion in 2022 to US$13.1 billion in 2023. • E-commerce: Our e-commerce service revenue increased by 27.4% from US$6.2 billion in 2022 to US$7.9 billion in 2023.
Operating Activities Net cash used in operating activities amounted to US$1.1 billion for the year ended December 31, 2022 compared to net cash generated from operating activities of US$208.6 million for the year ended December 31, 2021.
Net cash used in operating activities amounted to US$1.1 billion for the year ended December 31, 2022 compared to net cash generated from operating activities of US$208.6 million for the year ended December 31, 2021.
Financing Activities Net cash generated from financing activities amounted to US$400.3 million in 2022, primarily attributable to an increase in bank customer deposits of US$942.6 million, partially offset by the repurchase of convertible notes of US$611.3 million.
Net cash generated from financing activities amounted to US$400.3 million in 2022, primarily attributable to an increase in bank customer deposits of US$942.6 million, partially offset by the repurchase of convertible notes of US$611.3 million.
Upon conversion, we have the right, at our option, to pay or deliver, either cash, ADSs, or a combination of cash and ADSs to converting holders.
Upon conversion, we have the right, at our option, to pay or deliver, either cash, ADSs, or a combination of cash and ADSs to converting holders.
E. Critical Accounting Estimates We prepare our consolidated financial statements in conformity with U.S. GAAP, which requires us to make estimates and assumptions that affect our reporting of, among other things, assets and liabilities, disclosure of contingent assets and liabilities and revenue and expenses.
E. Critical Accounting Estimates We prepare our consolidated financial statements in conformity with U.S. GAAP, which requires us to make judgments, estimates and assumptions that affect our reporting of, among other things, assets and liabilities, disclosure of contingent assets and liabilities and revenue and expenses.
Impairment of Long-lived Assets in E-commerce ("EC") Segment We evaluate our long-lived assets for impairment when there are events or changes in circumstances which indicate that the carrying amounts of the long-lived assets may not be recoverable.
Impairment of Long-lived Assets in E-commerce Segment We evaluate our long-lived assets for impairment when there are events or changes in circumstances which indicate that the carrying amounts of the long-lived assets may not be recoverable.
Trend Information Other than as disclosed elsewhere in this annual report, we are not aware of any trends, uncertainties, demands, commitments or events for the year ended December 31, 2022 that are reasonably likely to have a material adverse effect on our net revenues, income, profitability, liquidity or capital resources, or that would cause reported financial information not necessarily to be indicative of future operating results or financial conditions.
Trend Information Other than as disclosed elsewhere in this annual report, we are not aware of any trends, uncertainties, demands, commitments or events for the year ended December 31, 2023 that are reasonably likely to have a material adverse effect on our net revenues, income, profitability, liquidity or capital resources, or that would cause reported financial information not necessarily to be indicative of future operating results or financial conditions.
Other costs include server and hosting costs, upfront licensing fees, which are fixed and amortized over the shorter of estimated useful life or game licensing period, staff compensation and welfare costs, which include the share-based compensation, and other miscellaneous costs.
Other costs include server and hosting costs, upfront licensing fees, which are fixed and amortized over the shorter of estimated useful life or game licensing period, and staff compensation and welfare costs, which include the share-based compensation.
Convertible Notes Our convertible notes obligations, including scheduled interest, were approximately US$3.4 billion as of December 31, 2022, based on the contractual maturity assuming no conversion subsequent to December 31, 2022. In June 2018, we completed an offering of 2.25% convertible senior notes in an aggregate principal amount of US$575 million, or the 2023 convertible notes.
Convertible Notes Our convertible notes obligations, including scheduled interest, were approximately US$3.2 billion as of December 31, 2023, based on the contractual maturity assuming no conversion subsequent to December 31, 2023. In June 2018, we completed an offering of 2.25% convertible senior notes in an aggregate principal amount of US$575 million, or the 2023 convertible notes.
See “—Provision for Credit Losses” below for further details. 97 Table of Contents Provision for Credit Losses Our provision for credit losses increased by 337.5% from US$117.4 million in 2021 to US$513.7 million in 2022, primarily driven by the growth in our loan book.
See “—Provision for Credit Losses” below for further details. 102 Table of Contents Provision for Credit Losses Our provision for credit losses increased by 337.5% from US$117.4 million in 2021 to US$513.7 million in 2022, primarily driven by the growth in our loan book.
Our actual results and the timing of selected events could differ materially from those anticipated in these forward-looking statements as a result of various factors, including those set forth under “Item 3. Key Information—D. Risk Factors” and elsewhere in this annual report. 89 Table of Contents A. Operating Results Overview Sea operates three key businesses—Shopee, Garena, and SeaMoney.
Our actual results and the timing of selected events could differ materially from those anticipated in these forward-looking statements as a result of various factors, including those set forth under “Item 3. Key Information—D. Risk Factors” and elsewhere in this annual report. A. Operating Results Overview Sea operates three key businesses—Shopee, SeaMoney and Garena.
Optimization of Our Cost and Expense Structure Our cost and expense structure has several broad components: sales and marketing expenses, consisting primarily of customer acquisition and retention expenses for all our business segments; costs of logistics, including expenses for warehousing, for our e-commerce business; payment channel costs, royalties, amortized license fees and hosting costs for our digital entertainment business; funding costs as well as credit and default costs, for our consumer and merchant credit business; employee compensation and welfare costs and expenses, which are spread among different functions; research and development expenses; and other costs and expenses across our businesses that are mainly fixed in nature.
Optimization of Our Cost and Expense Structure Our cost and expense structure has several broad components: sales and marketing expenses, consisting primarily of customer acquisition and retention expenses for all our business segments; costs of logistics, including expenses for warehousing, for our e-commerce business; funding costs as well as credit and default costs, for our consumer and SME credit business; payment channel costs, royalties, amortized license fees and hosting costs for our digital entertainment business; staff compensation and welfare costs and expenses, which are spread among different functions; research and development expenses; and other costs and expenses across our businesses that are mainly fixed in nature.
The cap price of the capped call transactions will initially be US$70.36 per ADS, and is subject to certain adjustments under the terms of the capped call transactions. 104 Table of Contents In May 2020, we completed an offering of 2.375% convertible senior notes in an aggregate principal amount of US$1.15 billion, or the 2025 convertible notes.
The cap price of the capped call transactions will initially be US$70.36 per ADS, and is subject to certain adjustments under the terms of the capped call transactions. In May 2020, we completed an offering of 2.375% convertible senior notes in an aggregate principal amount of US$1.15 billion, or the 2025 convertible notes.
At the same time, the large user base on Shopee may also increasingly explore other services and product offerings available on our digital financial services platform, such as our credit, insurtech and digital bank services.
At the same time, the large user base on Shopee may also increasingly explore other services and product offerings available on our digital financial services platform, such as our credit, banking and insurtech services.
Due to the freemium business model of our immersive games, the higher the number of active users on our games, the greater the likelihood of such users to make in-game purchases. Therefore, we believe Game QAU is a key metric to help us understand both the active user base and user engagement on our games. See “Item 4.
Due to the freemium business model of our immersive games, the higher the number of active users on our games, the greater the likelihood of such users to make in-game purchases. Therefore, we believe Game QAU is a key metric to help us understand both the active user base and user engagement on our games.
The aggregate of our purchase commitments payable within the next 12 months is US$233.8 million. For further information, refer to Note 23 – Commitments and Contingencies in the accompanying notes to consolidated financial statements included in “Item 17. Financial Statements.” We have commitments to pay a minimum guarantee of royalty fees to game developers for certain online games we licensed.
The aggregate of our purchase commitments payable within the next 12 months is US$130.4 million. For further information, refer to Note 23 – Commitments and Contingencies in the accompanying notes to consolidated financial statements included in “Item 17. Financial Statements.” We have commitments to pay a minimum guarantee of royalty fees to game developers for certain online games we licensed.
Others Subsidiaries incorporated in other jurisdictions are subject to the respective applicable corporate income tax rates of the jurisdictions where they are resident. 101 Table of Contents Domestic statutory corporate income tax rate in Indonesia was reduced from 25% to 22% with effect from the financial year 2020.
Others Subsidiaries incorporated in other jurisdictions are subject to the respective applicable corporate income tax rates of the jurisdictions where they are resident. Domestic statutory corporate income tax rate in Indonesia was reduced from 25% to 22% with effect from the financial year 2020.
This encourages current users to invite new users to our platform, which allows us to grow our user base with moderate acquisition cost and increases the likelihood that users will remain active and engaged and therefore spend on our platform. Each of our three businesses is a multi-sided platform which benefits from virtuous cycle dynamics.
This encourages current users to invite new users to our platforms, which allows us to grow our user base with moderate acquisition cost and increases the likelihood that users will remain active and engaged and therefore spend on our platforms. 92 Table of Contents Each of our three businesses is a multi-sided platform which benefits from virtuous cycle dynamics.
As of March 15, 2023, holders of an aggregate of US$0.5 million principal amount of our 2025 convertible notes have elected to convert, and approximately US$1.1 billion principal amount of our 2025 convertible notes remained outstanding. In connection with the pricing of the 2025 convertible notes, we have entered into capped call transactions with certain financial institutions.
As of March 31, 2024, holders of an aggregate of US$0.5 million principal amount of our 2025 convertible notes have elected to convert, and approximately US$1.1 billion principal amount of our 2025 convertible notes remained outstanding. In connection with the pricing of the 2025 convertible notes, we have entered into capped call transactions with certain financial institutions.
For example, as our Shopee buyers and Garena game players increasingly complete transactions using our mobile wallet services, our mobile wallet user base grows, which in turn may attract more merchants to join the mobile wallet network.
Further, as our Shopee buyers and Garena game players increasingly complete transactions using our mobile wallet services, our mobile wallet user base grows, which in turn may attract more merchants to join the mobile wallet network.
These 2023 convertible notes were offered to qualified institutional buyers pursuant to Rule 144A under the Securities Act, and certain non-U.S. persons in compliance with Regulation S under the Securities Act. The notes will mature in July 2023.
These 2023 convertible notes were offered to qualified institutional buyers pursuant to Rule 144A under the Securities Act, and certain non-U.S. persons in compliance with Regulation S under the Securities Act.
Due to the continued losses incurred by the EC segment, we evaluate the related long-lived assets for impairment at the asset group level by comparing the carrying amount of the asset group to the recoverable value determined by forecasted undiscounted cash flows expected to be generated by this asset group.
Due to the losses incurred by the E-commerce segment, we evaluate the related long-lived assets for impairment at the asset group level by comparing the carrying amount of the asset group to the recoverable value determined by forecasted undiscounted cash flows expected to be generated by this asset group.
As of March 15, 2023, holders of an aggregate of US$998.0 million principal amount of our 2024 convertible notes have elected to convert, and approximately US$152.0 million principal amount of our 2024 convertible notes remained outstanding. In connection with the pricing of the 2024 convertible notes, we have entered into capped call transactions with certain financial institutions.
As of March 31, 2024, holders of an aggregate of US$998.0 million principal amount of our 2024 convertible notes have elected to convert, and approximately US$152.0 million principal amount of our 2024 convertible notes remained outstanding. 107 Table of Contents In connection with the pricing of the 2024 convertible notes, we have entered into capped call transactions with certain financial institutions.
Risk Factors—Business and Operational Related Risks—Risks Applicable Across Multiple Businesses—Fluctuations in foreign currency exchange rates may adversely affect our operational and financial results, which we report in U.S. dollars.” Description of Certain Statement of Operations Items Revenue We currently generate revenue primarily from our digital entertainment business and e-commerce business. The table below sets forth our revenue breakdown.
Risk Factors—Business and Operational Related Risks—Risks Applicable Across Multiple Businesses—Fluctuations in foreign currency exchange rates may adversely affect our operational and financial results, which we report in U.S. dollars.” Description of Certain Statement of Operations Items Revenue We currently generate revenue primarily from our e-commerce business, digital financial services business and digital entertainment business.
Deposits Payable As of December 31, 2022, our consolidated balance sheets had deposits payable of US$1.3 billion, which are customer deposits from our banking business. Other Contractual Cash Obligations Our operating lease obligations, including imputed interest, were US$1.3 billion as of December 31, 2022, of which US$281.7 million is payable within the next 12 months.
Deposits Payable As of December 31, 2023, our consolidated balance sheets had deposits payable of US$1.7 billion, which are customer deposits from our banking business. Other Contractual Cash Obligations Our operating lease obligations, including imputed interest, were US$1.4 billion as of December 31, 2023, of which US$298.1 million is payable within the next 12 months.
Under the current laws of the Cayman Islands, we are not subject to tax on income or capital gains. Singapore Our subsidiaries incorporated in Singapore are subject to the Singapore corporate tax of 17% in 2020, 2021 and 2022.
Under the current laws of the Cayman Islands, we are not subject to tax on income or capital gains. 104 Table of Contents Singapore Our subsidiaries incorporated in Singapore are subject to the Singapore corporate tax of 17% in 2021, 2022 and 2023.
As we control the service of providing games to the users and have a direct contractual arrangement with our paying users and have the right to determine the price to be paid by such users, the gross proceeds collected from these channels represent revenue to be recognized, and the amounts retained by these channels based on a predetermined percentage represent our cost of revenue to be recognized. 107 Table of Contents Revenue is recognized over the performance obligation period.
As we control the service of providing games to the users and have a direct contractual arrangement with our paying users and have the right to determine the price to be paid by such users, the gross proceeds collected from these channels represent revenue to be recognized, and the amounts retained by these channels based on a predetermined percentage represent our cost of revenue to be recognized.
Bulk purchasing and direct product sales for specific product categories also enable us to offer better product assortment and more competitive prices to our buyers. 93 Table of Contents Cost of Revenue Our cost of revenue primarily consists of direct expenses in generating revenue from our businesses.
Bulk purchasing and direct product sales for specific product categories also enable us to offer better product assortment and more competitive prices to our buyers. Cost of Revenue Our cost of revenue primarily consists of direct expenses in generating revenue from our businesses. The table below sets forth our cost of revenue breakdown.
Our obligations for leases that have not yet commenced, including imputed interest, were US$810.7 million as of December 31, 2022, of which US$21.2 million is payable within the next 12 months. For further information on our leases, refer to Note 9 – Leases in the accompanying notes to consolidated financial statements included in “Item 17.
Our obligations for leases that have not yet commenced, including imputed interest, were US$518.3 million as of December 31, 2023, of which US$10.8 million is payable within the next 12 months. For further information on our leases, refer to Note 9 – Leases in the accompanying notes to consolidated financial statements included in “Item 17.
Sales of Goods Our cost of revenue for sales of goods is mainly attributable to the goods we purchase from manufacturers and third parties and sell directly to buyers on our Shopee platform.
Sales of Goods Our cost of revenue for sales of goods is mainly attributable to the goods we purchase from manufacturers and third parties and sell directly to buyers on our Shopee platform. Gross Profit Our gross profit is defined as total revenue minus total cost of revenue.
For example, as the number of buyers on our Shopee platform increases, Shopee attracts an increasing number of sellers, resulting in increases in the volume and variety of products available on the platform, which increases the purchasing opportunities for each of those buyers. This results in greater monetization potential as the size of each platform grows.
For example, as the number of buyers on our Shopee platform increases, Shopee attracts an increasing number of sellers, resulting in increases in the volume and variety of products available on the platform, which increases the purchasing opportunities for each of those buyers.
Time-based virtual items are items with a stated expiration time, for which revenue is recognized ratably over the period based on the time unit of the virtual items. Consumable virtual items are items that can be consumed by a specific user action and have limitations on repeated use. Revenue attributable to consumable virtual items is recognized upon consumption.
Revenue attributable to a time-based virtual item is recognized ratably over the period based on the time unit of the item. • Consumable virtual items are items that can be consumed by a specific user action and have limitations on repeated use.
Income Taxes Deferred tax assets and liabilities are determined based on the difference between the financial reporting and tax bases of assets and liabilities using enacted tax rates that will be in effect in the period in which the differences are expected to reverse.
We determine deferred tax assets and liabilities based on the difference between the financial reporting and tax bases of assets and liabilities using enacted tax rates that are in effect in the period in which the differences are expected to reverse.
Risk Factors—Markets Related Risks—The ability of our subsidiaries to distribute dividends to us may be subject to restrictions under the laws of their respective jurisdictions.” Even though we currently do not require any such dividends, loans or advances from our entities for working capital and other funding purposes, we may in the future require additional cash resources from them due to changes in business conditions, to fund future acquisitions and development, or merely to declare and pay dividends or distributions to our shareholders. 106 Table of Contents Certain of the markets in which we have significant subsidiaries or principal operating entities, including Indonesia, Thailand and Taiwan, require those subsidiaries to establish and fund statutory reserves.
Risk Factors—Markets Related Risks—The ability of our subsidiaries to distribute dividends to us may be subject to restrictions under the laws of their respective jurisdictions.” Even though we currently do not require any such dividends, loans or advances from our entities for working capital and other funding purposes, we may in the future require additional cash resources from them due to changes in business conditions, to fund future acquisitions and development, or merely to declare and pay dividends or distributions to our shareholders.
Investing Activities Net cash used in investing activities amounted to US$2.4 billion in 2022. This was primarily attributable to purchase of investments of US$2.6 billion mainly consisting of time deposits and liquid investment products, an increase in loans receivable of our credit business of US$1.2 billion and purchase of property and equipment of US$924.2 million.
Investing Activities Net cash used in investing activities amounted to US$5.8 billion in 2023. This was primarily attributable to purchase of investments of US$8.3 billion mainly consisting of time deposits and liquid investment products, an increase in loans receivable of our credit business of US$1.0 billion and purchase of property and equipment of US$241.6 million.
For further information, refer to Note 13 – Convertible Notes in the accompanying notes to consolidated financial statements included in “Item 17. Financial Statements.” 105 Table of Contents Capital Expenditures Our capital expenditures amounted to US$357.1 million, US$807.2 million and US$976.3 million in 2020, 2021 and 2022, respectively.
For further information, refer to Note 13 – Convertible Notes in the accompanying notes to consolidated financial statements included in “Item 17. Financial Statements.” Capital Expenditures Our capital expenditures amounted to US$807.2 million, US$976.3 million and US$258.3 million in 2021, 2022 and 2023, respectively.
In our e-commerce business, the larger the number of sellers and buyers on the platform, the larger the number and value of transactions which over time will drive advertising and transaction-based fee revenue for us.
In our e-commerce business, the larger the number of sellers and buyers on the platform, the larger the number and value of transactions which over time will drive advertising and transaction-based fee revenue for us. In our digital financial services business, the larger the number of users, the greater the potential to generate revenue.
While we primarily operate as a marketplace, we also purchase products from manufacturers or third parties directly and sell on our Shopee platform under our official store to meet buyers’ demand for such products.
Sales of Goods Sales of goods revenue mainly comes from our e-commerce business. While we primarily operate as a marketplace, we also purchase products from manufacturers or third parties directly and sell on our Shopee platform under our official store to meet buyers’ demand for such products.
In March 2021, the Philippines reduced its corporate income tax rate from 30% to 25%, effective retroactively from July 1, 2020. B. Liquidity and Capital Resources Cash Flows and Working Capital Our principal sources of liquidity have historically been cash generated from operating activities and proceeds from equity offerings and convertible notes offerings.
In March 2021, the Philippines reduced its corporate income tax rate from 30% to 25%, effective retroactively from July 1, 2020. B. Liquidity and Capital Resources Cash Flows and Working Capital Our principal sources of liquidity have historically been cash generated from operating activities and financing activities including customer deposits under our banking business.
For the Year Ended December 31, 2020 2021 2022 US$ Percentage of Total Revenue US$ Percentage of Total Revenue US$ Percentage of Total Revenue (thousands, except for percentages) Other operating income (189,645 ) (4.3 ) (287,946 ) (2.9 ) (279,184 ) (2.2 ) Sales and marketing expenses 1,830,875 41.8 3,829,743 38.5 3,269,223 26.3 General and administrative expenses 599,706 13.7 987,868 9.9 1,437,612 11.5 Provision for credit losses 57,509 1.3 117,427 1.2 513,690 4.1 Research and development expenses 353,785 8.1 831,703 8.4 1,376,501 11.0 Impairment of goodwill – – – – 354,943 2.9 Total operating expenses 2,652,230 60.6 5,478,795 55.1 6,672,785 53.6 94 Table of Contents Other Operating Income Our other operating income consists primarily of rebates from e-commerce related logistic services provided by third parties.
For the Year Ended December 31, 2021 2022 2023 US$ Percentage of Total Revenue US$ Percentage of Total Revenue US$ Percentage of Total Revenue (thousands, except for percentages) Other operating income (287,946 ) (2.9 ) (279,184 ) (2.2 ) (221,021 ) (1.7 ) Sales and marketing expenses 3,829,743 38.5 3,269,223 26.3 2,779,223 21.3 General and administrative expenses 987,868 9.9 1,437,612 11.5 1,134,724 8.7 Provision for credit losses 117,427 1.2 513,690 4.1 633,942 4.8 Research and development expenses 831,703 8.4 1,376,501 11.0 1,164,126 8.9 Impairment of goodwill – – 354,943 2.9 117,875 0.9 Total operating expenses 5,478,795 55.1 6,672,785 53.6 5,608,869 42.9 96 Table of Contents Other Operating Income Our other operating income consists primarily of rebates from e-commerce related logistic services provided by third parties.
The following table sets forth a summary of our cash flows for the periods indicated: For the Year Ended December 31, 2020 2021 2022 (US$ thousands) Net cash generated from (used in) operating activities 555,868 208,649 (1,055,692 ) Net cash used in investing activities (886,912 ) (3,767,273 ) (2,428,809 ) Net cash generated from financing activities 3,733,132 7,401,589 400,256 Effect of foreign exchange rate changes on cash, cash equivalents and restricted cash 80,727 (58,218 ) (143,511 ) Net increase (decrease) in cash, cash equivalents and restricted cash 3,482,815 3,784,747 (3,227,756 ) Cash, cash equivalents and restricted cash at beginning of year 3,570,578 7,053,393 10,838,140 Cash, cash equivalents and restricted cash at end of year (1) 7,053,393 10,838,140 7,610,384 (1) As of December 31, 2022, cash and cash equivalents of US$13.2 million was included in assets held for sale within prepaid expenses and other assets.
The following table sets forth a summary of our cash flows for the periods indicated: For the Year Ended December 31, 2021 2022 2023 (US$ thousands) Net cash generated from (used in) operating activities 208,649 (1,055,692 ) 2,079,688 Net cash used in investing activities (3,767,273 ) (2,428,809 ) (5,804,462 ) Net cash generated from financing activities 7,401,589 400,256 366,011 Effect of foreign exchange rate changes on cash, cash equivalents and restricted cash (58,218 ) (143,511 ) (7,964 ) Net increase (decrease) in cash, cash equivalents and restricted cash 3,784,747 (3,227,756 ) (3,366,727 ) Cash, cash equivalents and restricted cash at beginning of year 7,053,393 10,838,140 7,610,384 Cash, cash equivalents and restricted cash at end of year (1) 10,838,140 7,610,384 4,243,657 (1) As of December 31, 2022, cash and cash equivalents of US$13.2 million was included in assets held for sale within prepaid expenses and other assets. 105 Table of Contents Operating Activities Net cash generated from operating activities amounted to US$2.1 billion in 2023 compared to net cash used in operating activities of US$1.1 billion in 2022.
Provision for Credit Losses Our provision for credit losses relates primarily to our credit business. Our provision for credit losses could increase if the size of our loans receivable grows or if the credit environment worsens.
Provision for Credit Losses Our provision for credit losses relates primarily to our credit business. Our provision for credit losses could increase with the growth of our lending activity and loans receivable or if the credit environment worsens.
The improvement in gross profit margins was mainly due to the growth of core marketplace revenue with higher gross profit margin. • Cost of goods sold: Cost of goods sold was relatively stable at US$1.0 billion for 2021 and 2022.
The improvement in gross profit margins was mainly due to the growth of core marketplace revenue with higher gross profit margin. • Digital Entertainment: Cost of revenue decreased by 12.4% from US$1.2 billion in 2021 to US$1.1 billion in 2022, which was largely in line with the decrease in digital entertainment revenue. • Cost of goods sold: Cost of goods sold was relatively stable at US$1.0 billion for 2021 and 2022.
Loss before Income Tax and Share of Results of Equity Investees As a result of the foregoing, we had loss before income tax and share of results of equity investees of US$1.5 billion in 2020, compared to loss before income tax and share of results of equity investees of US$1.7 billion in 2021.
Loss or Income before Income Tax and Share of Results of Equity Investees As a result of the foregoing, we had loss before income tax and share of results of equity investees of US$1.5 billion in 2022, compared to income before income tax and share of results of equity investees of US$432.4 million in 2023.
Cost of Revenue Our total cost of revenue increased by 19.9% from US$6.1 billion in 2021 to US$7.3 billion in 2022. • Digital Entertainment: Cost of revenue decreased by 12.4% from US$1.2 billion in 2021 to US$1.1 billion in 2022, which was largely in line with the decrease in digital entertainment revenue. • E-commerce and other services: Cost of revenue for our e-commerce and other services combined increased by 35.8% from US$3.8 billion in 2021 to US$5.2 billion in 2022.
Cost of Revenue Our total cost of revenue increased by 19.9% from US$6.1 billion in 2021 to US$7.3 billion in 2022. • E-commerce and other services: Cost of revenue for our e-commerce and other services combined increased by 35.8% from US$3.8 billion in 2021 to US$5.2 billion in 2022.
We recognize revenue ratably over the estimated service period. Our revenue generated from digital entertainment accounted for 46.1%, 43.4% and 31.1% of our total revenue in 2020, 2021 and 2022, respectively. The primary driver for revenue in our digital entertainment business is the size of our active user base and the level of user engagement.
Our revenue generated from digital entertainment accounted for 43.4%, 31.1% and 16.6% of our total revenue in 2021, 2022 and 2023, respectively. The primary driver for revenue in our digital entertainment business is the size of our active user base and the level of user engagement.
We utilize models such as transition matrix method based on roll rates and then transformed, taking into account expected future delinquency rate to estimate the likelihood that a loan will default over a given period of time net of any recoveries. These models utilize information that is available at the reporting date about past events, current conditions and macro-economic forecasts.
We utilize models such as transition matrix method based on roll rates and then transformed, taking into account expected future delinquency rate to estimate the likelihood that a loan will default over a given period of time, net of any estimated recoveries.
The decrease in operating cash flows was partially offset by the improvement of net loss / profit position from US$1.1 billion net loss (after adjusting for non-cash items) for the year ended December 31, 2021 to US$314 million net profit (after adjusting for non-cash items) for the year ended December 31, 2022. 102 Table of Contents Net cash generated from operating activities decreased by US$347.2 million to US$208.6 million for the year ended December 31, 2021, compared to US$555.9 million for the year ended December 31, 2020.
The decrease in operating cash flows was partially offset by the improvement of net loss / profit position from US$1.1 billion net loss (after adjusting for non-cash items) for the year ended December 31, 2021 to US$314 million net profit (after adjusting for non-cash items) for the year ended December 31, 2022.
Financial Statements.” We have purchase commitments of US$238.5 million as of December 31, 2022, including US$99.1 million to purchase property and equipment and hosting services, US$13.7 million committed licensing fee payable for the licensing of game titles, and US$125.7 million commitment to invest in certain companies.
Financial Statements.” We have purchase commitments of US$137.8 million as of December 31, 2023, including US$40.9 million to purchase property and equipment and hosting services, US$6.8 million committed licensing fee payable for the licensing of game titles, and US$90.1 million commitment to invest in certain companies.
We offer many ways for users to purchase virtual goods (consisting of virtual currencies and virtual items), including the ShopeePay and Shopee platform, other online payment gateways, bank transfers, credit cards, mobile phone billing and prepaid cards, including our own prepaid cards, which are sold through agents.
We offer many ways for users to purchase in-game items, including through online payment gateways, bank transfers, credit cards, mobile phone billing and prepaid cards (including our own prepaid cards which are sold through agents).
Service revenue pertaining to our e-commerce and other services segment had gross margins of 16.2% and 30.4% in 2021 and 2022, respectively. Sales of goods had gross margins of 6.3% and 10.5% in 2021 and 2022, respectively. Other Operating Income Our other operating income decreased by 3.0% from US$287.9 million in 2021 to US$279.2 million in 2022.
Our digital entertainment segment had gross margins of 71.5% and 72.2% in 2021 and 2022, respectively. Sales of goods had gross margins of 6.3% and 10.5% in 2021 and 2022, respectively. Other Operating Income Our other operating income decreased by 3.0% from US$287.9 million in 2021 to US$279.2 million in 2022.
Such service period is determined in accordance with the estimated average lifespan of the virtual items sold or estimated average lifespan of the paying users of the said games or similar games. • Item-based revenue model . Virtual items have different lifespan patterns: time-based, consumable and durable.
Such performance obligation period is determined in accordance with the estimated average lifespan of the paying user or virtual items sold. • Item-based revenue model . Virtual items have different lifespan patterns: time-based, consumable and durable. • Time-based virtual items are items with a stated expiration time.
Information about segments during the years ended December 31, 2020, 2021 and 2022 presented were as follows: For the Year ended December 31, 2022 Digital Entertainment E-commerce Digital Financial Services Other Services (1) Unallocated expenses (2) Consolidated (US$ thousands) Revenue 3,877,163 7,288,677 1,221,996 61,869 – 12,449,705 Operating income (loss) 1,971,416 (2,013,360 ) (277,264 ) (252,162 ) (916,138 ) (1,487,508 ) Non-operating loss, net (13,025 ) Income tax expense (168,395 ) Share of results of equity investees 11,156 Net loss (1,657,772 ) 100 Table of Contents For the Year ended December 31, 2021 Digital Entertainment E-commerce Digital Financial Services Other Services (1) Unallocated expenses (2) Consolidated (US$ thousands) Revenue 4,320,013 5,122,959 469,774 42,444 – 9,955,190 Operating income (loss) 2,500,081 (2,766,566 ) (640,422 ) (177,633 ) (498,520 ) (1,583,060 ) Non-operating loss, net (132,124 ) Income tax expense (332,865 ) Share of results of equity investees 5,019 Net loss (2,043,030 ) For the Year ended December 31, 2020 Digital Entertainment E-commerce Digital Financial Services Other Services (1) Unallocated expenses (2) Consolidated (US$ thousands) Revenue 2,015,972 2,167,149 60,785 131,758 – 4,375,664 Operating income (loss) 1,016,793 (1,442,593 ) (520,075 ) (49,006 ) (308,444 ) (1,303,325 ) Non-operating loss, net (179,913 ) Income tax expense (141,640 ) Share of results of equity investees 721 Net loss (1,624,157 ) (1) A combination of multiple business activities that does not meet the quantitative thresholds to qualify as reportable segments are grouped together as “Other Services.” (2) Unallocated expenses are mainly related to share-based compensation, impairment of goodwill of prior acquisitions that are not under our reportable segments, and general and corporate administrative costs such as professional fees and other miscellaneous items that are not allocated to segments.
The chief operating decision maker reviews the performance of each segment based on revenue and certain key operating metrics of the operations and uses these results for the purposes of allocating resources to and evaluating the financial performance of each segment. 103 Table of Contents Information about segments during the years ended December 31, 2021, 2022 and 2023 presented were as follows: For the Year ended December 31, 2023 E-commerce Digital Financial Services Digital Entertainment Other Services (1) Unallocated expenses (2) Consolidated (US$ thousands) Revenue 9,000,848 1,759,422 2,172,009 131,281 – 13,063,560 Operating (loss) income (550,470 ) 490,209 1,177,871 (56,728 ) (836,104 ) 224,778 Non-operating income, net 207,616 Income tax expense (262,680 ) Share of results of equity investees (7,032 ) Net income 162,682 For the Year ended December 31, 2022 E-commerce Digital Financial Services Digital Entertainment Other Services (1) Unallocated expenses (2) Consolidated (US$ thousands) Revenue 7,288,677 1,221,996 3,877,163 61,869 – 12,449,705 Operating (loss) income (2,013,360 ) (277,264 ) 1,971,416 (252,162 ) (916,138 ) (1,487,508 ) Non-operating loss, net (13,025 ) Income tax expense (168,395 ) Share of results of equity investees 11,156 Net loss (1,657,772 ) For the Year ended December 31, 2021 E-commerce Digital Financial Services Digital Entertainment Other Services (1) Unallocated expenses (2) Consolidated (US$ thousands) Revenue 5,122,959 469,774 4,320,013 42,444 – 9,955,190 Operating (loss) income (2,766,566 ) (640,422 ) 2,500,081 (177,633 ) (498,520 ) (1,583,060 ) Non-operating loss, net (132,124 ) Income tax expense (332,865 ) Share of results of equity investees 5,019 Net loss (2,043,030 ) (1) A combination of multiple business activities that does not meet the quantitative thresholds to qualify as reportable segments are grouped together as “Other Services.” (2) Unallocated expenses are mainly related to share-based compensation, impairment of goodwill of prior acquisitions that are not under our reportable segments, and general and corporate administrative costs such as professional fees and other miscellaneous items that are not allocated to segments.
Our total revenue increased from US$4.4 billion in 2020 to US$12.4 billion in 2022, a CAGR of 68.7%. We had gross profit of US$1.3 billion, US$3.9 billion and US$5.2 billion in 2020, 2021 and 2022, respectively.
Our total revenue increased from US$10.0 billion in 2021 to US$13.1 billion in 2023, a CAGR of 14.6%. We had gross profit of US$3.9 billion, US$5.2 billion and US$5.8 billion in 2021, 2022 and 2023, respectively.
The accounting estimates related to impairment of long-lived estimate is critical due to the magnitude of the carrying amount of long-lived assets and management’s judgment is required in estimating the recoverable value (undiscounted cash flows) of the asset group, which are sensitive to key assumptions such as projected revenue and sales and marketing expenses.
As of December 31, 2023, our long-lived assets in the E-commerce segment amounted to approximately 84.6% of our total long-lived assets and no impairment had been provided. 112 Table of Contents The accounting estimates related to impairment of long-lived assets is critical due to the magnitude of the carrying amount of long-lived assets and management’s judgment is required in estimating the recoverable value (undiscounted cash flows) of the asset group, which are sensitive to key assumptions such as projected revenue and sales and marketing expenses.
Gross Profit As a result of the foregoing, our gross profit was US$3.9 billion in 2021 and US$5.2 billion in 2022. We had gross margins of 39.1% and 41.6% in 2021 and 2022, respectively. Our digital entertainment segment had gross margins of 71.5% and 72.2% in 2021 and 2022, respectively.
Gross Profit As a result of the foregoing, our gross profit was US$3.9 billion in 2021 and US$5.2 billion in 2022. We had gross margins of 39.1% and 41.6% in 2021 and 2022, respectively. Service revenue pertaining to our e-commerce and other services segment had gross margins of 16.2% and 30.4% in 2021 and 2022, respectively.
This was primarily attributable to our time deposits and long-term investments such as equity investments of US$2.5 billion, an increase in loans receivable of US$1.2 billion and purchase of property and equipment of US$772.2 million. These were partially offset by proceeds from maturity and disposal of investments of US$798.2 million.
This was primarily attributable to purchase of investments of US$2.6 billion mainly consisting of time deposits and liquid investment products, an increase in loans receivable of our credit business of US$1.2 billion and purchase of property and equipment of US$924.2 million. These were partially offset by proceeds from maturity and disposal of investments of US$2.3 billion.
We earn revenue denominated in local currencies of our markets in Southeast Asia, Taiwan and Brazil, among other currencies, while some of our costs and expenses are paid in other foreign currencies. We do not rely on any single currency as we earn revenue in different local currencies across our markets and keep a significant cash position in U.S. dollars.
We do not rely on any single currency as we earn revenue in different local currencies across our markets and keep a significant cash position in U.S. dollars.
We regularly evaluate these estimates and assumptions based on the most recently available information, our own historical experiences and other factors that we believe to be relevant under the circumstances. Since our financial reporting process inherently relies on the use of estimates and assumptions, our actual results could differ from what we expect.
We regularly evaluate these estimates and assumptions based on the most recently available information, our own historical experiences and other factors that we believe to be relevant under the circumstances.
In addition, as determined in accordance with local regulations, our subsidiaries and VIEs in certain of our markets may be restricted from paying us dividends offshore or from transferring a portion of their assets to us, either in the form of dividends, loans or advances, unless certain requirements are met, and regulatory approvals are obtained. See “Item 3. Key Information—D.
If our subsidiaries or any newly formed subsidiaries incur debt on their own behalf in the future, the instruments governing their debt may restrict their ability to pay dividends to us. 109 Table of Contents In addition, as determined in accordance with local regulations, our subsidiaries and VIEs in certain of our markets may be restricted from paying us dividends offshore or from transferring a portion of their assets to us, either in the form of dividends, loans or advances, unless certain requirements are met, and regulatory approvals are obtained.
We also purchase products from manufacturers and third parties and sell them directly to buyers on our Shopee platform. • In our digital entertainment business, our primary source of revenue is the sale of in-game items.
We also purchase products from manufacturers and third parties and sell them directly to buyers on our Shopee platform. • In our digital financial services business, we mainly monetize by earning interest and fees from our credit and banking businesses, charging fees from our mobile wallet services and by earning premium or commission from our insurance business. • In our digital entertainment business, our primary source of revenue is the sale of in-game items.
Major Factors Affecting Our Results of Operations Our results of operations and financial condition are affected by general factors driving the e-commerce, digital entertainment, digital financial services and other industries in our markets, including demographic and macro-economic growth, technology adoption trends, and the digital transformation of industries.
We incurred net losses of US$2.0 billion and US$1.7 billion in 2021 and 2022 and net income of US$162.7 million in 2023, respectively. 91 Table of Contents Major Factors Affecting Our Results of Operations Our results of operations and financial condition are affected by general factors driving the e-commerce, digital financial services, digital entertainment and other industries in our markets, including demographic and macro-economic growth, technology adoption trends, and the digital transformation of industries.
By offering our own mobile wallet and payment processing services, we strive to effectively reduce our payment channel costs and capture value that may otherwise go to third-party payment service providers.
By offering our own mobile wallet and payment processing services, we strive to effectively reduce our payment channel costs and capture value that may otherwise go to third-party payment service providers. Our scale in our digital entertainment business has enabled us to optimize our variable costs, as has our operating scale for e-commerce and digital financial services.
For accounts receivable, loans receivable and off-balance sheet loan commitments, we establish a provision matrix applied on the portfolio segmented by factors such as geographic region and products that are considered to have similar credit characteristics and risk of loss.
For our consumer and SME loans receivable, we establish a provision matrix applied on the portfolio segmented by factors such as geographic region and products that are considered to have similar credit characteristics and risk of loss. We compute our allowance for credit loss based on our historical lifetime credit loss experience, adjusted for relevant forward-looking factors.
Accounts receivable, loans receivable and available-for-sale investment are written off in the period the receivable or investment is deemed uncollectible. 109 Table of Contents Recent Accounting Pronouncements The recent accounting pronouncement adopted during the year ended December 31, 2022 is discussed and included in Note 2(z) – Summary of Significant Accounting Policies – Recently adopted accounting pronouncements in the accompanying notes to consolidated financial statements included in “Item 17.
Recent Accounting Pronouncements The recent accounting pronouncement adopted during the year ended December 31, 2023 is discussed and included in Note 2(z) – Summary of Significant Accounting Policies – Recently adopted accounting pronouncements in the accompanying notes to consolidated financial statements included in “Item 17.
For the years ended December 31, 2020, 2021 and 2022, we recognized total interest expense for coupon interest of US$35.5 million, US$36.2 million and US$36.5 million and amortization of discount on the liability component of US$88.2 million, US$100.1 million and US$7.5 million, respectively, on our then outstanding convertible notes.
As of March 31, 2024, approximately US$1.6 billion aggregate of principal amount of our 2026 convertible notes remained outstanding. 108 Table of Contents For the years ended December 31, 2021, 2022 and 2023, we recognized total interest expense for coupon interest of US$36.2 million, US$36.5 million and US$34.3 million and amortization of discount on the liability component of US$100.1 million, US$7.5 million and US$6.0 million, respectively, on our then outstanding convertible notes.
We record a valuation allowance against deferred tax assets if, based on the weight of available evidence, it is more likely than not that some portion, or all, of the deferred tax assets will not be realized.
We record a valuation allowance to offset deferred tax assets if based on the weight of available evidence, it is more-likely-than-not that some portion, or all, of the deferred tax assets will not be realized. Changes in estimates, due to unanticipated events or otherwise, could have a material effect on our consolidated financial statements.
The principal driver of our operating cash flows is cash received from sales of our products and services, including proceeds from our sales of in-game virtual items in our digital entertainment business, fees collected from customers in our e-commerce business, interest received from our loan business, commissions from merchants in our digital financial services business and proceeds from direct sales of products, offset by operating expenses.
The principal driver of our operating cash flows is cash received from sales of our services and products, including proceeds from our sales of in-game virtual items in our digital entertainment business, fees from paid advertising services, transaction-based fees, value-added services and proceeds from direct sales of goods in our e-commerce business, interest and fees received from our credit and banking businesses, fees from our mobile wallet services and premium or commissions from our insurance business, offset by operating expenses.
Operating Income and Expenses Our operating expenses consist of sales and marketing expenses, general and administrative expenses, provision for credit losses, research and development expenses and impairment of goodwill, net of other operating income.
As such, our e-commerce has lower gross margins compared to our digital entertainment business. Operating Income and Expenses Our operating expenses consist of sales and marketing expenses, general and administrative expenses, provision for credit losses, research and development expenses and impairment of goodwill, net of other operating income.
If the qualitative assessment indicates that goodwill impairment is more likely than not, we apply a one-step quantitative test and record the amount of goodwill impairment as the excess of a goodwill allocated to the reporting unit’s carrying amount over its fair value, not to exceed the total amount of goodwill allocated to the reporting unit.
If the qualitative assessment indicates that it is more likely than not that the carrying value of the reporting unit exceeds its fair value, we then perform a quantitative test to calculate the estimated fair value of the reporting unit. We record goodwill impairment if the carrying amount of the reporting unit exceeds its fair value.
Our cost of revenue for digital financial services primarily consists of server and hosting costs, interest expenses for deposits payable, bank transaction fees for transactions conducted through our SeaMoney platform, commissions we pay to counter operators, staff compensation and welfare costs, which include share-based compensation, and other miscellaneous costs.
E-commerce Our cost of revenue for e-commerce services primarily consists of expenses associated with our logistics and other value-added services, bank transaction fees for transactions conducted through our Shopee platform, server and hosting costs, and staff compensation and welfare costs, which include share-based compensation. 95 Table of Contents Digital Financial Services Our cost of revenue for digital financial services primarily consists of server and hosting costs, interest expenses for customer deposits under our banking business, interest expenses related to our credit business, bank transaction fees, amortization costs for internally developed software, commissions we pay to counter operators, and staff compensation and welfare costs, which include share-based compensation.
For example, because game players find it highly beneficial to join a platform with a large number of other game players, each new player that joins creates value for the existing community.
Our businesses enjoy network effects, virtuous cycles and synergies across our platforms. We benefit from the network effects resulting from the significant social aspects of our platforms. For example, because game players find it highly beneficial to join a platform with a large number of other game players, each new player that joins creates value for the existing community.
We also receive customer deposits from our banking business. As of December 31, 2020, 2021 and 2022, we had US$7.1 billion, US$10.8 billion and US$7.6 billion, respectively, in cash, cash equivalents and restricted cash.
As of December 31, 2021, 2022 and 2023, we had US$10.8 billion, US$7.6 billion and US$4.2 billion, respectively, in cash, cash equivalents and restricted cash.
Upon conversion, we have the right, at our option, to pay or deliver, either cash, ADSs, or a combination of cash and ADSs to converting holders.
Upon conversion, we have the right, at our option, to pay or deliver, either cash, ADSs, or a combination of cash and ADSs to converting holders. During fiscal year 2023, we repurchased US$244.5 million aggregate of principal amount of our 2026 convertible notes.
Financial Statements.” Recognition of Digital Entertainment Revenue We distribute online games, including self-developed games and licensed games from game developers, through our PC and mobile based applications and certain app stores.
For additional information, see the disclosure included in Note 2 – Summary of Significant Accounting Policies in the accompanying notes to consolidated financial statements included in “Item 17. Financial Statements.” Recognition of Digital Entertainment Revenue We distribute online games, including self-developed games and licensed games from game developers, through our PC and mobile based applications and certain app stores.
Other Income, Expenses, Gains and Losses Our interest income, interest expense, net investment loss, net (loss) gain on debt extinguishment, fair value change for convertible notes and foreign exchange (loss) gain was a net loss of US$179.9 million in 2020 compared to a net loss of US$132.1 million in 2021.
Other Income, Expenses, Gains and Losses Our interest income, interest expense, net investment loss, net (loss) gain on debt extinguishment, and foreign exchange gain (loss) was a net loss of US$13.0 million in 2022, compared to a net income of US$207.6 million in 2023.
Sales and Marketing Expenses Our sales and marketing expenses consist primarily of online and offline advertising expenses, sales incentive, and staff compensation and welfare expenses, which include share-based compensation for our employees engaged in sales and marketing functions. In 2022, sales and marketing expenses decreased mainly due to our efforts to continue optimizing operating costs and achieving higher cost efficiencies.
Sales and Marketing Expenses Our sales and marketing expenses consist primarily of online and offline advertising expenses, sales incentives, and staff compensation and welfare expenses, which include share-based compensation for our employees engaged in sales and marketing functions.
This increase was primarily driven by the improved monetization in our e-commerce business and the growth of our credit business. • Sales of goods : Revenue was relatively stable at US$1.1 billion for 2021 and 2022.
This increase was primarily driven by the improved monetization in our e-commerce business and the growth of our credit business. • Digital Entertainment: Our digital entertainment revenue decreased by 10.3% from US$4.3 billion in 2021 to US$3.9 billion in 2022.
In connection with such efforts, the excess sales incentive, representing the sales incentive given exceeding the revenue we expect to receive on a transaction-by-transaction basis, was approximately 12% of total revenue in 2022, which decreased over the quarters and was less than 5% of our total revenue in the fourth quarter of 2022.
Our excess sales incentive, representing the sales incentive given exceeding the revenue we expect to receive on a transaction-by-transaction basis, was less than 10% of total revenue in 2023.