Biggest changeThe following table sets forth, for the periods indicated, our statements of operations, net revenue by geographic region, net revenue by platform, net revenue by distribution channel, and net revenue by content type: Fiscal Year Ended March 31, 2022 2021 2020 Net revenue $ 3,504,800 100.0 % $ 3,372,772 100.0 % $ 3,088,970 100.0 % Cost of goods sold 1,535,401 43.8 % 1,535,085 45.5 % 1,542,450 49.9 % Gross profit 1,969,399 56.2 % 1,837,687 54.5 % 1,546,520 50.1 % Selling and marketing 516,429 14.7 % 444,985 13.2 % 458,424 14.8 % General and administrative 510,855 14.6 % 390,683 11.6 % 318,235 10.3 % Research and development 406,566 11.6 % 317,311 9.4 % 296,398 9.6 % Depreciation and amortization 61,105 1.7 % 55,596 1.6 % 48,113 1.6 % Business reorganization 849 — % (272) — % 83 — % Total operating expenses 1,495,804 42.7 % 1,208,303 35.8 % 1,121,253 36.3 % Income from operations 473,595 13.5 % 629,384 18.7 % 425,267 13.8 % Interest and other, net (14,212) (0.4) % 8,796 0.3 % 38,505 1.2 % Gain (loss) on long-term investments, net 6,015 0.2 % 39,636 1.2 % (5,333) (0.2) % Income before income taxes 465,398 13.3 % 677,816 20.1 % 458,439 14.8 % Provision for income taxes 47,376 1.4 % 88,930 2.6 % 53,980 1.7 % Net income $ 418,022 11.9 % $ 588,886 17.5 % $ 404,459 13.1 % Fiscal Year Ended March 31, 2022 2021 2020 Net revenue by geographic region: United States $ 2,100,237 59.9 % $ 2,015,885 59.8 % $ 1,775,682 57.5 % International 1,404,563 40.1 % 1,356,887 40.2 % 1,313,288 42.5 % Net revenue by platform: Console $ 2,528,857 72.2 % $ 2,516,993 74.6 % $ 2,308,602 74.7 % PC and other 572,506 16.3 % 581,702 17.2 % 594,619 19.2 % Mobile 403,437 11.5 % 274,077 8.1 % 185,749 6.0 % Net revenue by distribution channel: Digital online $ 3,148,957 89.8 % $ 2,972,403 88.1 % $ 2,405,097 77.9 % Physical retail and other 355,843 10.2 % 400,369 11.9 % 683,873 22.1 % Net revenue by content: Recurrent consumer spending $ 2,271,171 64.8 % $ 2,151,952 63.8 % $ 1,448,191 46.9 % Full game and other 1,233,629 35.2 % 1,220,820 36.2 % 1,640,779 53.1 % 33 Fiscal Years ended March 31, 2022 and 2021 (thousands of dollars) 2022 % of net revenue 2021 % of net revenue Increase/(decrease) % Increase/(decrease) Net revenue $ 3,504,800 100.0 % $ 3,372,772 100.0 % $ 132,028 3.9 % Internal royalties 619,902 17.7 % 637,652 18.9 % (17,750) (2.8) % Software development costs and royalties(1) 417,431 11.9 % 396,797 11.8 % 20,634 5.2 % Licenses 254,203 7.3 % 260,721 7.7 % (6,518) (2.5) % Product costs 243,865 7.0 % 239,915 7.1 % 3,950 1.6 % Cost of goods sold 1,535,401 43.8 % 1,535,085 45.5 % 316 — % Gross profit $ 1,969,399 56.2 % $ 1,837,687 54.5 % $ 131,712 7.2 % (1) Includes $48,381 and $8,707 of stock-based compensation expense in fiscal year 2022 and 2021, respectively.
Biggest changeThe following table sets forth, for the periods indicated, our statements of operations, net revenue by geographic region, net revenue by platform, net revenue by distribution channel, and net revenue by content type: Fiscal Year Ended March 31, 2023 2022 2021 Total net revenue $ 5,349.9 100.0 % $ 3,504.8 100.0 % $ 3,372.8 100.0 % Cost of revenue 3,064.6 57.3 % 1,535.4 43.8 % 1,535.1 45.5 % Gross profit 2,285.3 42.7 % 1,969.4 56.2 % 1,837.7 54.5 % Selling and marketing 1,592.6 29.8 % 516.4 14.7 % 445.0 13.2 % Research and development 892.5 16.7 % 406.6 11.6 % 317.3 9.4 % General and administrative 843.1 15.8 % 511.7 14.6 % 390.4 11.6 % Depreciation and amortization 122.3 2.3 % 61.1 1.7 % 55.6 1.6 % Total operating expenses 3,450.5 64.5 % 1,495.8 42.7 % 1,208.3 35.8 % (Loss) income from operations (1,165.2) (21.8) % 473.6 13.5 % 629.4 18.7 % Interest and other, net (141.9) (2.7) % (14.2) (0.4) % 8.8 0.3 % (Loss) gain on fair value adjustments, net (31.0) (0.6) % 6.0 0.2 % 39.6 1.2 % (Loss) income before income taxes (1,338.1) (25.0) % 465.4 13.3 % 677.8 20.1 % (Benefit from) provision for income taxes (213.4) (4.0) % 47.4 1.4 % 88.9 2.6 % Net (loss) income $ (1,124.7) (21.0) % $ 418.0 11.9 % $ 588.9 17.5 % Fiscal Year Ended March 31, 2023 2022 2021 Net revenue by geographic region: United States $ 3,360.0 62.8 % $ 2,100.2 59.9 % $ 2,015.9 59.8 % International 1,989.9 37.2 % 1,404.6 40.1 % 1,356.9 40.2 % Net revenue by platform: Mobile $ 2,538.6 47.5 % $ 403.4 11.5 % $ 274.1 8.1 % Console 2,303.8 43.1 % 2,528.9 72.2 % 2,517.0 74.6 % PC and other 507.5 9.5 % 572.5 16.3 % 581.7 17.2 % Net revenue by distribution channel: Digital online $ 5,085.7 95.1 % $ 3,149.0 89.8 % $ 2,972.4 88.1 % Physical retail and other 264.2 4.9 % 355.8 10.2 % 400.4 11.9 % Net revenue by content: Recurrent consumer spending $ 4,180.4 78.1 % $ 2,271.2 64.8 % $ 2,152.0 63.8 % Full game and other 1,169.5 21.9 % 1,233.6 35.2 % 1,220.8 36.2 % Fiscal Years ended March 31, 2023 and 2022 (millions of dollars) 2023 % of net revenue 2022 % of net revenue Increase/(decrease) % Increase/(decrease) Total net revenue $ 5,349.9 100.0 % $ 3,504.8 100.0 % $ 1,845.1 52.6 % Software development costs and royalties (1) 1,604.8 30.0 % 417.4 11.9 % 1,187.4 284.5 % Product costs 714.0 13.3 % 243.9 7.0 % 470.1 192.7 % Internal royalties 438.9 8.2 % 619.9 17.7 % (181.0) (29.2) % Licenses 306.9 5.7 % 254.2 7.3 % 52.7 20.7 % Cost of revenue 3,064.6 57.3 % 1,535.4 43.8 % 1,529.2 99.6 % Gross profit $ 2,285.3 42.7 % $ 1,969.4 56.2 % $ 315.9 16.0 % (1) Includes $(9.5) and $48.4 of stock-based compensation expense in fiscal year 2023 and 2022, respectively. 38 For the fiscal year ended March 31, 2023, net revenue increased by $1,845.1, as compared to the prior year.