Biggest changeWe caution readers that actual results and outcomes could differ materially from those expressed in or anticipated by such forward-looking statements due to a variety of factors, including those set forth below: • unanticipated delays, difficulties or accelerations in the execution of patent license agreements; • our ability to leverage our strategic relationships and secure new patent license agreements on acceptable terms; • our ability to enter into sales and/or licensing partnering arrangements for certain of our patent assets; • our ability to enter into partnerships with leading inventors and research organizations and identify and acquire technology and patent portfolios that align with our roadmap; • our ability to commercialize our technologies and enter into customer agreements; • the failure of the markets for our current or new technologies to materialize to the extent or at the rate that we expect; • unexpected delays or difficulties related to the development of our technologies; • changes in our interpretations of, and assumptions and calculations with respect to the impact on us of, the 2017 Tax Cuts and Jobs Act, as well as further guidance that may be issued regarding such act; • risks related to the potential impact of new accounting standards on our financial position, results of operations or cash flows; • failure to accurately forecast the impact of our restructuring activities on our financial statements and our business; • the resolution of current legal proceedings, including any awards or judgments relating to such proceedings, additional legal proceedings, changes in the schedules or costs associated with legal proceedings or adverse rulings in such proceedings; • the timing and impact of potential administrative and legislative matters; • changes or inaccuracies in market projections; • our ability to obtain liquidity through debt and equity financings; • the potential effects that macroeconomic uncertainty could have on our financial position, results of operations and cash flows; • changes in our business strategy; • changes or inaccuracies in our expectations with respect to royalty payments by our customers; and • risks related to our assumptions and application of relevant accounting standards.
Biggest changeWe caution readers that actual results and outcomes could differ materially from those expressed in or anticipated by such forward-looking statements due to a variety of factors, including those set forth below: • unanticipated delays, difficulties or accelerations in the execution of patent license agreements; • the resolution of current legal proceedings, including any awards or judgments relating to such proceedings, additional or related legal proceedings, including appeals, changes in the schedules or costs associated with such proceedings or adverse rulings; • our ability to leverage our strategic relationships and secure new patent license agreements on acceptable terms; • our ability to enter into sales and/or licensing partnering arrangements for certain of our patent assets; • our ability to expand our revenue opportunities by entering into licensing arrangements with video streaming and other cloud-based service providers; • our ability to enter into partnerships with leading inventors and research organizations and identify and acquire technology and patent portfolios that align with our roadmap; • our ability to commercialize our technologies and enter into customer agreements; • the failure of the markets for our current or new technologies to materialize to the extent or at the rate that we expect; • our continued ability to develop new technologies and secure new patents, including the risk of unexpected delays or difficulties related to the development of our technologies; • risks associated with our capital allocation strategies, including risks associated with our planned dividend payments and share repurchases; • changes in our interpretations of, and assumptions and calculations with respect to the impact on us of, the 2017 Tax Cuts and Jobs Act, as well as further guidance that may be issued regarding such act; • risks related to the potential impact of new accounting standards on our financial position, results of operations or cash flows; • failure to accurately forecast the impact of our restructuring activities on our financial statements and our business; • the timing and impact of potential administrative and legislative matters; • changes or inaccuracies in market projections; • our ability to obtain liquidity through debt and equity financings; • the potential effects that macroeconomic uncertainty could have on our financial position, results of operations and cash flows; • impacts from acts of terrorism, war or political or civil unrest, or any responses thereto, in the United States or elsewhere; • changes in our business strategy; • changes or inaccuracies in our expectations with respect to royalty payments by our customers; and • risks related to our assumptions and application of relevant accounting standards, including with respect to revenue recognition.
We analyze the risk of a significant revenue reversal considering both the likelihood and magnitude of the reversal and, if necessary, constrain the amount of estimated revenues recognized in order to mitigate this risk, which may result in recognizing revenues less than amounts we expect we are most likely to receive. These aforementioned estimates may require significant judgment.
We analyze the risk of a significant revenue reversal considering both the likelihood and magnitude of the reversal and, if necessary, constrain the amount of estimated revenues in order to mitigate this risk, which may result in recognizing revenues less than amounts we expect we are most likely to receive. These aforementioned estimates may require significant judgment.
Our patented inventions have been implemented in a wide variety of products and services, including smartphones, other wireless communication devices and infrastructure equipment, such as tablets, and base stations, consumer electronics and Internet of Things ("IoT") products, such as televisions, laptops, gaming consoles, set-top boxes, streaming devices and connected automobiles.
Our patented inventions have been implemented in a wide variety of products, including smartphones, other wireless communication devices and infrastructure equipment, such as tablets, and base stations, consumer electronics and Internet of Things ("IoT") products, such as televisions, laptops, gaming consoles, set-top boxes, streaming devices and connected automobiles.
Intellectual Property Rights Enforcement If we believe a party is required to license our patents in order to manufacture, use and/or sell certain products and such party refuses to do so, we typically offer such party to have royalty rates, or other terms, set by third party adjudicators (such as arbitrators).
Intellectual Property Rights Enforcement If we believe a party is required to license our patents in order to manufacture, use and/or sell certain products or services and such party refuses to do so, we typically offer such party to have royalty rates, or other terms, set by third party adjudicators (such as arbitrators).
(b) Refer to Note 10, " Commitments ," within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K for details of our defined benefit plan obligations. Estimated future benefit payments included above are through 2030.
(b) Refer to Note 11, " Commitments ," within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K for details of our defined benefit plan obligations. Estimated future benefit payments included above are through 2030.
As a result, in periods where the average market price of our common stock is above the conversion price or strike price, as applicable, under the if-converted method, we calculate the number of shares issuable under the terms of the Convertible Notes and the warrants based on the average market price of the stock during the period, and include that number in the total diluted shares outstanding for the period. 43 Table of Contents Under the if-converted method, changes in the price per share of our common stock can have a significant impact on the number of shares that we must include in the fully diluted earnings per share calculation.
As a result, in periods where the average market price of our common stock is above the conversion price or strike price, as applicable, under the if-converted method, we calculate the number of shares issuable under the terms of the Convertible Notes and the warrants based on the average market price of the stock during the period, and include that number in the total diluted shares outstanding for the period. 42 Table of Contents Under the if-converted method, changes in the price per share of our common stock can have a significant impact on the number of shares that we must include in the fully diluted earnings per share calculation.
Refer to Note 9, " Obligations ," within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K for further information.
Refer to Note 10, " Obligations ," within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K for further information.
Non-cash revenue: Q1 Q2 Q3 Q4 YTD Fixed fee cash receipts (a) $ 43,803 $ 3,339 $ 26,662 $ 384,252 $ 458,056 Other cash receipts (b) 8,592 16,620 6,403 20,154 51,769 Change in deferred revenue 50,741 76,959 (274,034) 60,931 (85,403) Change in receivables (7,475) 25,163 354,242 (349,861) 22,069 Other 5,657 2,576 1,491 1,579 11,303 Total Revenue $ 101,318 $ 124,657 $ 114,764 $ 117,055 $ 457,794 Net cash (used in) provided by operating activities $ (17,972) $ (33,768) $ (18,729) $ 356,508 $ 286,039 2021 Cash vs.
Non-cash revenue: Q1 Q2 Q3 Q4 Total Fixed fee cash receipts (a) $ 43,803 $ 3,339 $ 26,662 $ 384,252 $ 458,056 Other cash receipts (b) 8,592 16,620 6,403 20,154 51,769 Decrease (increase) in deferred revenue 50,741 76,959 (274,034) 60,931 (85,403) Increase (decrease) in receivables (7,475) 25,163 354,242 (349,861) 22,069 Other 5,657 2,576 1,491 1,579 11,303 Total Revenue $ 101,318 $ 124,657 $ 114,764 $ 117,055 $ 457,794 Net cash (used in) provided by operating activities $ (17,972) $ (33,768) $ (18,729) $ 356,508 $ 286,039 2021 Cash vs.
Under our patent license agreements, we typically receive one or a combination of the following forms of payment as consideration for permitting our licensees to use our patented inventions in their applications and products Consideration for Past Patent Royalties Consideration related to a licensee’s product sales from prior periods may result from a negotiated agreement with a licensee that utilized our patented inventions prior to signing a patent license agreement with us or from the resolution of a disagreement or arbitration with a licensee over the specific terms of an existing license agreement.
Under our patent license agreements, we typically receive one or a combination of the following forms of payment as consideration for permitting our licensees to use our patented inventions in their applications and products. 36 Table of Contents Consideration for Past Patent Royalties Consideration related to a licensee’s product sales from prior periods may result from a negotiated agreement with a licensee that utilized our patented inventions prior to signing a patent license agreement with us or from the resolution of a disagreement or arbitration with a licensee over the specific terms of an existing license agreement.
Refer to Note 11, “ Litigation and Legal Proceedings ,” to the Notes to Consolidated Financial Statements included below in Part II, Item 8 of this Form 10-K for a description of our material legal proceedings.
Refer to Note 12, “ Litigation and Legal Proceedings ,” to the Notes to Consolidated Financial Statements included below in Part II, Item 8 of this Form 10-K for a description of our material legal proceedings.
There is no liability associated with the revenue-share agreement at December 31, 2022, as there are no minimum or maximum payments under the revenue-sharing arrangement, and, except in certain circumstances, the arrangement continues through December 31, 2038.
There is no liability associated with the revenue-share agreement at December 31, 2023, as there are no minimum or maximum payments under the revenue-sharing arrangement, and, except in certain circumstances, the arrangement continues through December 31, 2038.
The matters are more fully discussed in Note 11, “ Litigation and Legal Proceedings ,” to the Notes to Consolidated Financial Statements included below in Part II, Item 8 of this Form 10-K.
The matters are more fully discussed in Note 12, “ Litigation and Legal Proceedings ,” to the Notes to Consolidated Financial Statements included below in Part II, Item 8 of this Form 10-K.
The following table reconciles the timing differences between cash receipts and recognized revenue on a quarterly basis for each of the last three years, including the resulting operating cash flow (in thousands): 2022 Cash vs.
The following table reconciles the timing differences between cash receipts and recognized revenue on a quarterly basis for each of the last three years, including the resulting operating cash flow (in thousands): 2023 Cash vs.
Achievement rates can vary by performance cycle and from period to period, resulting in variability in our compensation expense. We account for compensation costs associated with share-based compensation based on the fair value of the instruments issued. The estimated value of stock options includes assumptions around expected life, stock volatility and dividends.
Achievement rates can vary by performance cycle and from period to period, resulting in variability in our compensation expense. 38 Table of Contents We account for compensation costs associated with share-based compensation based on the fair value of the instruments issued. The estimated value of stock options includes assumptions around expected life, stock volatility and dividends.
We undertake no obligation to revise or update publicly any forward-looking statement for any reason, except as otherwise required by law. 49 Table of Contents
We undertake no obligation to revise or update publicly any forward-looking statement for any reason, except as otherwise required by law. 48 Table of Contents
The following section generally discusses our financial condition and results of operations for our fiscal year ended December 31, 2022 compared to our fiscal year ended December 31, 2021.
The following section generally discusses our financial condition and results of operations for our fiscal year ended December 31, 2023 compared to our fiscal year ended December 31, 2022.
A discussion regarding our financial condition and results of operations for December 31, 2021 compared to our fiscal year ended December 31, 2020 can be found in Part II, Item 7 of our Annual Report on Form 10-K for fiscal year 2021, filed with the Securities and Exchange Commission (the “SEC”) on February 17, 2022.
A discussion regarding our financial condition and results of operations for December 31, 2022 compared to our fiscal year ended December 31, 2021 can be found in Part II, Item 7 of our Annual Report on Form 10-K for fiscal year 2022, filed with the Securities and Exchange Commission (the “SEC”) on February 15, 2023.
During periods in which the average market price of our common stock is above the applicable conversion price of the Convertible Notes ($77.49 per share for the 2027 Notes and $81.29 per share for the 2024 Notes as of December 31, 2022) or above the strike price of the warrants ($106.37 per share for the 2027 Warrant Transactions and $109.43 per share for the 2024 Warrant Transactions as of December 31, 2022), the impact of conversion or exercise, as applicable, would be dilutive and such dilutive effect is reflected in diluted earnings per share.
During periods in which the average market price of our common stock is above the applicable conversion price of the Convertible Notes ($77.49 per share for the 2027 Notes and $81.29 per share for the 2024 Notes as of December 31, 2023) or above the weighted average strike price of the warrants ($106.35 per share for the 2027 Warrant Transactions and $109.43 per share for the 2024 Warrant Transactions as of December 31, 2023), the impact of conversion or exercise, as applicable, would be dilutive and such dilutive effect is reflected in diluted earnings per share.
Throughout the following discussion and elsewhere in this Form 10-K, we refer to “recurring revenues” and “non-recurring revenues.” For variable and dynamic fixed-fee license agreements, “non-recurring revenue” primarily represents revenue associated with reporting periods prior to the execution of the license agreement, while “recurring revenue” represents revenue associated with reporting periods beginning with the execution of the license agreement.
Throughout the following discussion and elsewhere in this Form 10-K, we refer to “recurring revenues” and “catch-up revenues.” For variable and dynamic fixed-fee license agreements, “catch-up revenues” primarily represents revenue associated with reporting periods prior to the execution of the license agreement, while “recurring revenue” represents revenue associated with reporting periods beginning with the execution of the license agreement.
During 2022, we agreed to have a panel of arbitrators establish the royalties to be paid by Samsung Electronics for a worldwide license to certain of the Company’s patents, as well as any other terms to a patent license agreement on which the parties are not able to agree.
During 2022, we agreed to have a panel of arbitrators establish the royalties to be paid by Samsung Electronics for a worldwide license to certain of the Company’s patents, as well as any other terms to a patent license agreement on which the parties are not able to agree, and the arbitration proceeding is ongoing.
We filed these actions after lengthy periods of negotiation and after the refusal of our counterparties to accept our various proposals to them, including our proposal to have a third party adjudicator set a royalty rate and resolve certain other terms upon which we could not mutually agree.
We filed these actions, other than our arbitration with Samsung, after lengthy periods of negotiation and after the refusal of our counterparties to accept our various proposals to them, including our proposals to have a third party adjudicator set a royalty rate and resolve certain other terms upon which we could not mutually agree.
Based on current license agreements, we expect the amortization of dynamic fixed-fee royalty payments to reduce the December 31, 2022 deferred revenue balance by $189.1 million over the next twelve months. 42 Table of Contents Convertible Notes Refer to Note 9, " Obligations " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K for definitions of capitalized terms used below.
Based on current license agreements, we expect the amortization of dynamic fixed-fee royalty payments to reduce the December 31, 2023 deferred revenue balance by $153.6 million over the next twelve months. 41 Table of Contents Convertible Notes Refer to Note 10, " Obligations " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K for definitions of capitalized terms used below.
(c) Purchase obligations consist of agreements to purchase goods and services that are legally binding on us, as well as accounts payable. Our consolidated balance sheet as of December 31, 2022 includes a $16.1 million non-current liability for uncertain tax positions.
(c) Purchase obligations consist of agreements to purchase goods and services that are legally binding on us, as well as accounts payable. Our consolidated balance sheet as of December 31, 2023 includes a $14.4 million non-current liability for uncertain tax positions.
The $11.2 million loss on extinguishment of long-term debt was related to the partial repurchase of the 2024 Notes, as described further in Note 9, " Obligations " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K.
In 2022, we recognized a $11.2 million loss on extinguishment of long-term debt related to the partial repurchase of the 2024 Notes, as described further in Note 10, " Obligations " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K.
These market factors, as well as the impacts of the Russia and Ukraine conflict, have not had a material impact on our business to date. However, if these conditions continue or worsen, they could have an adverse effect on our operating results and our financial condition.
These market factors, as well as the impacts of the COVID-19 pandemic and the Ukraine-Russia and Israel-Hamas conflicts, have not had a material impact on our business to date. However, if these conditions continue or worsen, they could have an adverse effect on our operating results and our financial condition.
Management's Discussion and Analysis of Financial Condition and Results of Operations” and other information regarding our current beliefs, plans and expectations, including, without limitation, the matters set forth below.
Business” and “Part II, Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations” and other information regarding our current beliefs, plans and expectations, including, without limitation, the matters set forth below.
As of December 31, 2022, we have recorded long-term debt of $30.7 million related to the Technicolor Patent Acquisition. Additionally, we are subject to a revenue-sharing arrangement with Technicolor resulting from the Technicolor Acquisitions.
As of December 31, 2023, we have recorded long-term debt of $29.0 million related to the Technicolor Patent Acquisition. Additionally, we are subject to a revenue-sharing arrangement with Technicolor resulting from the Technicolor Acquisitions.
Tax windfalls and shortfalls related to share-based compensation was shortfalls of $0.4 million for the year ended 2022, and windfalls for the years ended 2021 and 2020 of $0.8 million and $0.2 million, respectively.
Tax windfalls and shortfalls related to share-based compensation was windfalls of $3.1 million and $0.8 million for the years ended 2023 and 2021, respectively, and shortfalls for the year ended 2022 of $0.4 million.
During 2022, we purchased $272.0 million of short-term marketable securities, net of sales, and capitalized $42.8 million of patent costs and property and equipment purchases.
During 2023, we purchased $38.7 million of short-term marketable securities, net of sales, and capitalized $44.6 million of patent costs and property and equipment purchases. During 2022, we purchased $272.0 million of short-term marketable securities, net of sales, and capitalized $42.8 million of patent costs and property and equipment purchases.
Non-cash revenue: Q1 Q2 Q3 Q4 YTD Fixed fee cash receipts (a) $ 47,312 $ 3,050 $ 143,050 $ 123,050 $ 316,462 Other cash receipts (b) 10,676 17,808 7,739 15,556 51,779 Change in deferred revenue 23,429 63,230 (150,703) 80,912 16,868 Change in receivables (3,507) (499) 129,655 (110,546) 15,103 Other 4,453 4,146 13,755 2,843 25,197 Total Revenue $ 82,363 $ 87,735 $ 143,496 $ 111,815 $ 425,409 Net cash (used in) provided by operating activities $ (9,842) $ (27,259) $ 96,264 $ 71,229 $ 130,392 2020 Cash vs.
Non-cash revenue: Q1 Q2 Q3 Q4 Total Fixed fee cash receipts (a) $ 47,312 $ 3,050 $ 143,050 $ 123,050 $ 316,462 Other cash receipts (b) 10,676 17,808 7,739 15,556 51,779 Decrease (increase) in deferred revenue 23,429 63,230 (150,703) 80,912 16,868 Increase (decrease) in receivables (3,507) (499) 129,655 (110,546) 15,103 Other 4,453 4,146 13,755 2,843 25,197 Total Revenue $ 82,363 $ 87,735 $ 143,496 $ 111,815 $ 425,409 Net cash (used in) provided by operating activities $ (9,842) $ (27,259) $ 96,264 $ 71,229 $ 130,392 (a) Fixed fee cash receipts are comprised of cash receipts from Dynamic Fixed-Fee Agreement royalties, including the associated catch-up revenues.
Excluding this valuation allowance, our effective tax rate would have been 19.3% and 16.7% in 2022 and 2021, respectively. 48 Table of Contents FORWARD-LOOKING STATEMENTS This Annual Report on Form 10-K contains forward-looking statements within the meaning of Section 21E of the Exchange Act. Such statements include certain information in “Part I, Item 1. Business” and “Part II, Item 7.
Excluding the impact of valuation allowance, our effective tax rate would have been 12.4% and 19.3% in 2023 and 2022, respectively. 47 Table of Contents FORWARD-LOOKING STATEMENTS This Annual Report on Form 10-K contains forward-looking statements within the meaning of Section 21E of the Exchange Act. Such statements include certain information in “Part I, Item 1.
The change in Other was primarily due to fair value adjustments of our investments resulting in a $3.7 million net loss in 2022, compared to a $9.1 million net gain in 2021 and due to foreign currency translation losses arising from euro translation of our foreign subsidiaries of $3.9 million in 2022, compared to $3.0 million in 2021.
The change in Other was primarily due to fair value adjustments of our investments and pension obligation resulting in $12.1 million of net gains in 2023, compared to $2.4 million of net losses in 2022 and due to a foreign currency translation net gain arising from euro translation of our foreign subsidiaries of $1.0 million in 2023, compared to $3.9 million foreign currency translation net loss in 2022.
Subsequently our Board of Directors authorized five $100 million increases to the program, respectively, and an additional $333 million in December 2022, bringing the total amount of the Share Repurchase Program to $1.1 billion. Since 2014, we have repurchased $733.0 million of shares at an average price of $52.22, adjusted for dividends.
Subsequently our Board of Directors authorized five $100 million increases to the program, an additional $333 million in December 2022, and an additional $235 million in December 2023, bringing the total amount of the Share Repurchase Program to nearly $1.4 billion. Since 2014, we have repurchased $1.1 billion of shares at an average price of $58.36, adjusted for dividends.
In 2022, 2021, and 2020, we recognized $53.9 million, $73.7 million and $22.2 million, respectively, of non-current patent royalties and patent sales as more fully discussed below. In 2022, fixed-fee royalties accounted for 90% of our recurring revenues. These fixed-fee revenues are not affected by the related licensees’ success in the market or the general economic climate.
In 2023, 2022, and 2021, we recognized $141.2 million, $53.9 million and $73.7 million, respectively, of catch-up revenues as more fully discussed below. In 2023, fixed-fee royalties accounted for 89% of our recurring revenues. These fixed-fee revenues are not affected by the related licensees’ success in the market or the general economic climate.
Agreements with Multiple Performance Obligations During 2022, we signed four new fixed-fee agreements that had multiple performance obligations.
Agreements with Multiple Performance Obligations During 2023, we signed two new fixed-fee agreements that had multiple performance obligations.
As of December 31, 2022, InterDigital's wholly owned subsidiaries held a portfolio of approximately 28,800 patents and patent applications related to wireless communications, video coding, display technology, and other areas relevant to communications and entertainment products and services.
As of December 31, 2023, InterDigital's wholly owned subsidiaries held a portfolio of more than 30,000 patents and patent applications related to wireless communications, video coding, display technology, and other areas relevant to communications and entertainment products and services.
Since January 2014, we have paid $355.1 million in dividends, bringing our total return of capital over the last nine years to $1.1 billion.
Since January 2014, we have paid $394.4 million in dividends, bringing our total return of capital over the last ten years to nearly $1.5 billion.
These litigations, arbitrations and other proceedings are important means to enforce our intellectual property rights. We are a party to other disputes and legal actions not related to our intellectual property, but also arising in the ordinary course of our business.
We are a party to other disputes and legal actions not related to our intellectual property, but also arising in the ordinary course of our business.
Changes in any of a number of these assumptions could have had a substantial impact on the relative fair value assigned to each performance obligation for accounting purposes. These inputs and assumptions represent management's best estimates at the time of the transaction.
Changes in any of a number of these assumptions could have had a substantial impact on the relative fair value assigned to each performance obligation for accounting purposes.
For more information on this transaction, refer to Note 9, " Obligations " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K.
For more information regarding this arrangement, refer to Note 10, “ Obligations ,” to the Notes to Consolidated Financial Statements included below in Part II, Item 8 of this Form 10-K.
The impact that a five percent change in the aggregate amount allocated to past patent royalties under these agreements would have had on 2022 revenue is summarized in the following table (in thousands): Change in amount allocated Allocation to past patent royalties +5% -%5 Change in Revenue $ 2,669 $ (2,669) 38 Table of Contents Revenue from Non-financial Sources During 2022, 2021 and 2020, approximately 4%, 5% and 7%, respectively, of our total revenue was based on the estimated fair value of patents.
These inputs and assumptions represent management's best estimates at the time of the transaction. 37 Table of Contents The impact that a five percent change in the aggregate amount allocated to past patent royalties under these agreements would have had on 2023 revenue is summarized in the following table (in thousands): Change in amount allocated Allocation to past patent royalties +5% -%5 Change in Revenue $ 3,887 $ (3,887) Revenue from Non-financial Sources During 2023, 2022 and 2021, approximately 3%, 4% and 5%, respectively, of our total revenue was based on the estimated fair value of patents.
Our video technology portfolio includes patents and applications relating to standards established by ISO/IEC Moving Picture Expert Group (MPEG), the ITU-T Video Coding Expert Group (VCEG), the Joint Collaborative Team on Video Coding (JCT-VC) and the Joint Video Expert Team (JVET), among others.
We have contributed technology to video standards including standards established by ISO/IEC Moving Picture Expert Group (MPEG), the ITU-T Video Coding Expert Group (VCEG), the Joint Collaborative Team on Video Coding (JCT-VC) and the Joint Video Expert Team (JVET), among others.
Therefore, the determination of estimates requires the exercise of judgment. Actual results could differ from these estimates and any such differences may be material to the financial statements.
Future events and their effects cannot be determined with absolute certainty. Therefore, the determination of estimates requires the exercise of judgment. Actual results could differ from these estimates and any such differences may be material to the financial statements.
(b) Income taxes paid include foreign withholding taxes. Cash provided by or used in investing and financing activities Net cash used in investing activities in 2022 was $314.7 million, a $494.3 million change from $179.6 million net cash provided by investing activities in 2021.
(b) Income taxes paid include foreign withholding taxes. Cash provided by or used in investing and financing activities Net cash used in investing activities in 2023 was $85.2 million, a $229.5 million change from $314.7 million in 2022.
As described in Note 7, "Obligations," the Convertible Notes are convertible into cash up to the aggregate principal amount of the Convertible Notes to be converted and any remaining obligation may be in cash, shares of the Company’s common stock or a combination thereof ("net share settlement").
As described in Note 10, " Obligations " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K, the Convertible Notes are convertible into cash up to the aggregate principal amount of the Convertible Notes to be converted and any remaining obligation may be in cash, shares of the Company’s common stock or a combination thereof ("net share settlement").
In 2022, our intellectual property enforcement costs increased to $44.4 million, from $34.3 million and $28.6 million in 2021 and 2020, respectively. These costs represented 62% of our total licensing costs of $71.4 million in 2022.
In 2023, our intellectual property enforcement costs increased to $48.8 million, from $44.4 million and $34.3 million in 2022 and 2021, respectively. These costs represented 61% of our total licensing costs of $79.4 million in 2023.
Additionally, in October 2021, we expanded our restructuring efforts to include general and administrative functions largely centered in the U.S. All impacted employees have been provided notification of termination.
Additionally, in October 2021, we expanded our restructuring efforts to include general and administrative functions largely centered in the U.S.
Our wireless portfolio has largely been built through internal development, supplemented by joint development projects with other companies, and select acquisitions of patents and companies. Our video technology portfolio combines patents and applications that InterDigital obtained through the Technicolor Acquisitions and patents and applications created by internal development.
Our wireless portfolio has largely been built through internal development, supplemented by joint development projects with other companies, and select acquisitions of patents and companies.
Since our founding in 1972, our engineers have designed and developed a wide range of innovations that are used in wireless products and networks, from the earliest digital cellular systems to 5G.
As a leader in wireless technology, our engineers have designed and developed a wide range of innovations that are used in wireless products and networks, from the earliest digital cellular systems to 5G and today's most advanced Wi-Fi technologies.
The table below sets forth the total number of shares repurchased and the dollar value of shares repurchased under the Share Repurchase Program, cash dividends on outstanding common stock declared, and the total capital returned to our shareholders (in thousands): Share Repurchase Program Cash Dividends Declared Total Capital Returned to Shareholders # of Shares Value Per Share Value 2022 1,224 $ 74,445 $ 1.40 $ 41,949 $ 116,394 2021 458 30,000 1.40 43,041 73,041 2020 6 349 1.40 43,111 43,460 2019 2,962 196,269 1.40 43,718 239,987 2018 1,478 110,505 1.40 47,922 158,427 2017 107 7,693 1.30 45,122 52,815 2016 1,304 64,685 1.00 34,359 99,044 2015 1,836 96,410 0.80 28,726 125,136 2014 3,554 152,625 0.70 27,153 179,778 Total 12,929 $ 732,981 $ 10.80 $ 355,101 $ 1,088,082 2027 Senior Convertible Notes On May 27, 2022, we issued the $460.0 million aggregate principal of 2027 Notes.
The table below sets forth the total number of shares repurchased and the dollar value of shares repurchased under the Share Repurchase Program, cash dividends on outstanding common stock declared, and the total capital returned to our shareholders (in thousands): Share Repurchase Program Cash Dividends Declared Total Capital Returned to Shareholders # of Shares Value Per Share Value 2023 4,411 $ 339,704 $ 1.50 $ 39,296 $ 379,000 2022 1,224 74,445 1.40 41,949 116,394 2021 458 30,000 1.40 43,041 73,041 2020 6 349 1.40 43,111 43,460 2019 2,962 196,269 1.40 43,718 239,987 2018 1,478 110,505 1.40 47,922 158,427 2017 107 7,693 1.30 45,122 52,815 2016 1,304 64,685 1.00 34,359 99,044 2015 1,836 96,410 0.80 28,726 125,136 2014 3,554 152,625 0.70 27,153 179,778 Total 17,340 $ 1,072,685 $ 12.30 $ 394,397 $ 1,467,082 Restructuring Activities On June 10, 2021, we announced that, as a result of a strategic review of our research and innovation priorities, we commenced the process of a collective economic layoff in which we proposed a reduction in force of our research and innovation unit.
We negotiated resolutions to the matters involving ZTE, Huawei and Xiaomi in December 2019, April 2020 and July 2021, respectively, while our matters with Lenovo continue to proceed. During 2021, we filed patent infringement actions against Oppo, OnePlus and realme.
We negotiated resolutions to the matters involving ZTE, Huawei and Xiaomi in October 2019, April 2020 and July 2021, respectively, and resolution with Lenovo on our HEVC patents in September 2023. Other open matters with Lenovo continue to proceed. During 2021, we filed patent infringement actions against Oppo, OnePlus and realme, which proceedings are ongoing.
Cash flows from operations We generated the following cash flows from our operating activities in 2022 and 2021 (in thousands): For the Year Ended December 31, 2022 2021 Increase / (Decrease) Cash flows provided by operating activities $ 286,039 $ 130,392 $ 155,647 41 Table of Contents Our cash flows provided by operating activities are principally derived from cash receipts from patent license agreements, offset by cash operating expenses and income tax payments.
Refer to the sections below for further discussion of these items. 40 Table of Contents Cash flows from operations We generated the following cash flows from our operating activities in 2023 and 2022 (in thousands): For the Year Ended December 31, 2023 2022 Increase / (Decrease) Cash flows provided by operating activities $ 213,733 $ 286,039 $ (72,306) Our cash flows provided by operating activities are principally derived from cash receipts from patent license agreements, offset by cash operating expenses and income tax payments.
Our portfolio includes numerous patents and patent applications that we believe are or may be essential or may become essential to standards established by many Standards Development Organizations ("SDOs"), including cellular and other wireless communications and video technology standards.
Our portfolio includes numerous patents and patent applications that we believe are or may be essential to existing standards, or may become essential to future standards, established by many Standards Development Organizations ("SDOs"). We have contributed technology to wireless standards including the 3G, 4G, and 5G cellular standards and the IEEE 802 suite of standards.
Additionally, we recognized a $1.9 million gain on a contract termination in 2021. Income Taxes In 2022, based on the statutory federal tax rate net of discrete federal and state taxes, our effective tax rate is 21.7%. as compared to an effective tax of 27.0% in 2021.
Income Taxes In 2023, based on the statutory federal tax rate net of discrete federal and state taxes, our effective tax rate is 10.0%, as compared to an effective tax of 21.7% in 2022.
We utilize the straight-line method as we believe that it best depicts efforts expended to develop and transfer updates to the customer evenly throughout the term of the agreement. 37 Table of Contents Static fixed-fee license agreements are fixed-price contracts that generally do not include updates to technology we create after the inception of the license agreement or in which the customer does not stand to substantively benefit from those updates during the term.
Static fixed-fee license agreements are fixed-price contracts that generally do not include updates to technology we create after the inception of the license agreement or in which the customer does not stand to substantively benefit from those updates during the term.
Assuming net share settlement upon conversion, the following tables illustrate how, based on the $460.0 million aggregate principal amount of the 2027 Notes and the $126.2 million aggregate principal amount of the 2024 Notes outstanding as of December 31, 2022, and the approximately 5.9 million warrants related to the 2027 Notes and the 1.6 million warrants remaining related to the 2024 Notes, outstanding as of the same date, changes in our stock price would affect (i) the number of shares issuable upon conversion of the Convertible Notes, (ii) the number of shares issuable upon exercise of the warrants subject to the 2027 Warrant Transactions and 2024 Warrant Transactions (together, the "Warrant Transactions"), (iii) the number of additional shares deemed outstanding with respect to the Convertible Notes, after applying the if-converted method, for purposes of calculating diluted earnings per share ("Total If-Converted Method Incremental Shares"), (iv) the number of shares of our common stock deliverable to us upon settlement of the Note Hedge Transactions and (v) the number of shares issuable upon concurrent conversion of the Convertible Notes, exercise of the warrants subject to the Warrant Transactions, and settlement of the Note Hedge Transactions: 2027 Notes Market Price Per Share Shares Issuable Upon Conversion of the 2027 Notes Shares Issuable Upon Exercise of the 2027 Warrant Transactions Total Treasury Stock Method Incremental Shares Shares Deliverable to InterDigital upon Settlement of the 2027 Note Hedge Transactions Incremental Shares Issuable (a) $80 186 — 186 (186) — $85 524 — 524 (524) — $90 825 — 825 (825) — $95 1,094 — 1,094 (1,094) — $100 1,336 — 1,336 (1,336) — $105 1,555 — 1,555 (1,555) — $110 1,754 196 1,950 (1,754) 196 $115 1,936 445 2,381 (1,936) 445 $120 2,103 674 2,777 (2,103) 674 $125 2,256 885 3,141 (2,256) 885 2024 Notes Market Price Per Share Shares Issuable Upon Conversion of the 2024 Notes Shares Issuable Upon Exercise of the 2024 Warrant Transactions Total Treasury Stock Method Incremental Shares Shares Deliverable to InterDigital upon Settlement of the 2024 Note Hedge Transactions Incremental Shares Issuable (a) $85 68 — 68 (68) — $90 150 — 150 (150) — $95 224 — 224 (224) — $100 290 — 290 (290) — $105 351 — 351 (351) — $110 405 8 413 (405) 8 $115 455 75 530 (455) 75 $120 501 137 638 (501) 137 $125 543 193 736 (543) 193 $130 582 246 828 (582) 246 (a) Represents incremental shares issuable upon concurrent conversion of convertible notes, exercise of warrants and settlement of the hedge agreements. 44 Table of Contents Contractual Obligations The following table summarizes our contractual obligations as of December 31, 2022 (in thousands): Payments Due by Period Total Less Than 1 year 1-3 Years 3-5 Years Thereafter 2024 and 2027 Notes (a) $ 586,174 $ — $ 126,174 $ 460,000 $ — Contractual interest payments on the 2024 and 2027 Notes (a) 76,235 18,623 33,462 24,150 — Operating lease obligations 28,724 4,772 8,086 7,817 8,049 Defined benefit plan obligations (b) 3,111 254 146 391 2,320 Purchase obligations (c) 11,697 11,697 — — — Total contractual obligations $ 705,941 $ 35,346 $ 167,868 $ 492,358 $ 10,369 (a) Refer to Note 9, “ Obligations ,” within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K for details of our 2024 Notes and 2027 Notes.
Assuming net share settlement upon conversion, the following tables illustrate how, based on the $460.0 million aggregate principal amount of the 2027 Notes and the $126.2 million aggregate principal amount of the 2024 Notes outstanding as of December 31, 2023, and the approximately 5.9 million warrants related to the 2027 Notes and the 1.6 million warrants remaining related to the 2024 Notes, outstanding as of the same date, changes in our stock price would affect (i) the number of shares issuable upon conversion of the Convertible Notes, (ii) the number of shares issuable upon exercise of the warrants subject to the 2027 Warrant Transactions and 2024 Warrant Transactions (together, the "Warrant Transactions"), (iii) the number of additional shares deemed outstanding with respect to the Convertible Notes, after applying the if-converted method, for purposes of calculating diluted earnings per share ("Total If-Converted Method Incremental Shares"), (iv) the number of shares of our common stock deliverable to us upon settlement of the Note Hedge Transactions and (v) the number of shares issuable upon concurrent conversion of the Convertible Notes, exercise of the warrants subject to the Warrant Transactions, and settlement of the Note Hedge Transactions (in thousands): 2027 Notes Market Price Per Share Shares Issuable Upon Conversion of the 2027 Notes Shares Issuable Upon Exercise of the 2027 Warrant Transactions Total Treasury Stock Method Incremental Shares Shares Deliverable to InterDigital upon Settlement of the 2027 Note Hedge Transactions Incremental Shares Issuable (a) $80 186 — 186 (186) — $85 524 — 524 (524) — $90 825 — 825 (825) — $95 1,094 — 1,094 (1,094) — $100 1,336 — 1,336 (1,336) — $105 1,555 — 1,555 (1,555) — $110 1,754 197 1,951 (1,754) 197 $115 1,936 446 2,382 (1,936) 446 $120 2,103 675 2,778 (2,103) 675 $125 2,256 886 3,142 (2,256) 886 2024 Notes Market Price Per Share Shares Issuable Upon Conversion of the 2024 Notes Shares Issuable Upon Exercise of the 2024 Warrant Transactions Total Treasury Stock Method Incremental Shares Shares Deliverable to InterDigital upon Settlement of the 2024 Note Hedge Transactions Incremental Shares Issuable (a) $85 68 — 68 (68) — $90 150 — 150 (150) — $95 224 — 224 (224) — $100 290 — 290 (290) — $105 351 — 351 (351) — $110 405 8 413 (405) 8 $115 455 75 530 (455) 75 $120 501 137 638 (501) 137 $125 543 193 736 (543) 193 $130 582 246 828 (582) 246 (a) Represents incremental shares issuable upon concurrent conversion of convertible notes, exercise of warrants and settlement of the hedge agreements. 43 Table of Contents Contractual Obligations The following table summarizes our contractual obligations as of December 31, 2023 (in thousands): Payments Due by Period Total Less Than 1 year 1-3 Years 3-5 Years Thereafter 2024 and 2027 Notes (a) $ 586,174 $ 126,174 $ — $ 460,000 $ — Contractual interest payments on the 2024 and 2027 Notes (a) 56,111 17,158 32,200 6,753 — Operating lease obligations 25,804 4,290 8,561 7,525 5,428 Defined benefit plan obligations (b) 4,304 399 202 567 3,136 Purchase obligations (c) 11,255 11,255 — — — Total contractual obligations $ 683,648 $ 159,276 $ 40,963 $ 474,845 $ 8,564 (a) The table above represents the payment made on the maturity dates of the 2024 and 2027 Notes.
The below table summarizes our supplemental compensation expense for 2022, 2021 and 2020, in thousands: 2022 2021 2020 Short-term incentive compensation $ 24,341 $ 18,820 $ 16,166 Time-based awards (a) 10,521 8,528 6,668 Performance-based awards (a) 8,155 17,933 2,347 Other share-based compensation 4,901 3,962 2,580 Total supplemental compensation expense $ 47,918 $ 49,243 $ 27,761 (a) For 2022, 2021 and 2020, approximately 8%, 7%, and 12%, respectively, of the aggregate expense associated with time-based and performance-based awards related to cash awards.
The below table summarizes our supplemental compensation expense for 2023, 2022 and 2021, in thousands: 2023 2022 2021 Short-term incentive compensation $ 19,780 $ 24,341 $ 18,820 Time-based awards (a) 26,426 15,422 12,490 Performance-based awards (a) 10,035 8,155 17,933 Total supplemental compensation expense $ 56,241 $ 47,918 $ 49,243 (a) For 2023, 2022 and 2021, approximately 3%, 8%, and 7%, respectively, of the aggregate expense associated with time-based and performance-based awards related to cash awards.
Change in estimate Estimated value of patents acquired in connection with PLAs +5% -%5 Revenue $ 925 $ (925) Less: Patent amortization 1,054 (1,054) Pre-tax income $ (129) $ 129 Compensation Programs We use a variety of compensation programs to attract, retain and motivate our employees, and to align employee compensation more closely with company performance.
The impact that a five-percent change in the estimated aggregate value of the patents acquired would have had on 2023 revenue, patent amortization and pre-tax income is summarized in the following table (in thousands): Change in estimate Estimated value of patents acquired in connection with PLAs +5% -5% Revenue $ 730 $ (730) Less: Patent amortization 841 (841) Pre-tax income $ (111) $ 111 Compensation Programs We use a variety of compensation programs to attract, retain and motivate our employees, and to align employee compensation more closely with company performance.
InterDigital is one of the largest pure research and development and licensing companies in the world, with one of the most significant patent portfolios of fundamental wireless and video technologies.
We are also a leader in video processing and video encoding/decoding technology, with a significant AI research effort that intersects with both wireless and video technologies. InterDigital is one of the largest pure research and development and licensing companies in the world, with one of the most significant patent portfolios of fundamental wireless and video technologies.
Impact of Inflation and Market Factors We have been actively monitoring the impact of the current macroeconomic environment in the U.S. and globally characterized by increasing inflation, supply chain issues, rising interest rates, labor shortages, and the potential for a recession.
During 2023, we did not recognize any restructuring expenses and the Company considers the plan to be complete. 34 Table of Contents Impact of Macroeconomic and Geopolitical Factors We have been actively monitoring the impact of the current macroeconomic environment in the U.S. and globally characterized by inflation, supply chain issues, rising interest rates, labor shortages, and the potential for a recession.
The remaining accounts receivable is primarily related to variable patent royalty revenue. 90% of our recurring revenue comes from fixed-fee royalties. Such agreements often have prescribed payment schedules that are uneven and sometimes front-loaded, resulting in timing differences between when we collect the cash payments and recognize the related revenue.
Such agreements often have prescribed payment schedules that are uneven and sometimes front-loaded, resulting in timing differences between when we collect the cash payments and recognize the related revenue.
The following table shows the projected amortization of our current and long term deferred revenue as of December 31, 2022 (in thousands): Deferred Revenue 2023 $ 189,059 2024 125,652 2025 106,224 2026 1,011 2027 1,076 Thereafter 3,617 Total $ 426,639 Return of Capital In June 2014, our Board of Directors authorized a $300 million share repurchase program (the “Share Repurchase Program”).
The following table shows the projected amortization of our current and long term deferred revenue as of December 31, 2023 (in thousands): Deferred Revenue 2024 $ 153,597 2025 129,022 2026 78,777 2027 12,450 2028 1,141 Thereafter 2,476 Total $ 377,463 Return of Capital In June 2014, our Board of Directors authorized a $300 million share repurchase program (the “Share Repurchase Program”).
These agreements can include, without limitation, performance obligations related to the settlement of past patent infringement liabilities, patent and/or know-how licensing royalties on covered products sold by licensees, access to a portfolio of technology as it exists at a point in time, and access to a portfolio of technology at a point in time along with promises to provide any technology updates to the portfolio during the term. 36 Table of Contents In accordance with US GAAP, we use a five-step model to achieve the core underlying principle that an entity should recognize revenue to depict the transfer of goods or services to customers at an amount that the entity expects to be entitled to in exchange for those goods or services.
These agreements can include, without limitation, performance obligations related to the settlement of past patent infringement liabilities, patent and/or know-how licensing royalties on covered products sold by licensees, access to a portfolio of technology as it exists at a point in time, and access to a portfolio of technology at a point in time along with promises to provide any technology updates to the portfolio during the term.
For more information on the restructuring activities refer to Note 20, " Restructuring Activities " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K. 47 Table of Contents Non-Operating Expense The following table compares 2022 non-operating expense to 2021 non-operating expense (in thousands): For the Year Ended December 31, 2022 2021 Change Interest expense $ (29,496) $ (25,225) $ (4,271) (17) % Interest and investment income 14,452 1,690 12,762 755 % Loss on extinguishment of long-term debt (11,190) — (11,190) 100 % Other (6,719) 9,885 (16,604) (168) % Total non-operating expense $ (32,953) $ (13,650) $ (19,303) (141) % Interest expense increased $4.3 million due to the interest on the 2027 Notes issued during second quarter 2022.
For more information on the restructuring activities refer to Note 20, " Restructuring Activities " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K. 46 Table of Contents Non-Operating Income (Expense), Net The following table compares 2023 non-operating income to 2022 non-operating expense (in thousands): For the Year Ended December 31, 2023 2022 Change Interest expense $ (44,817) $ (29,496) $ (15,321) (52) % Interest and investment income 46,628 14,452 32,176 223 % Loss on extinguishment of long-term debt — (11,190) 11,190 100 % Other 11,184 (6,719) 17,903 266 % Total non-operating income (expense), net $ 12,995 $ (32,953) $ 45,948 139 % Interest expense increased $15.3 million primarily due to significant financing expense resulting from a previously announced patent license agreement and additional interest on the 2027 Notes that were issued during second quarter 2022.
For grants that cliff vest, we amortize the associated unrecognized compensation cost on a straight-line basis over their vesting term. 39 Table of Contents In the event of canceled awards, we adjust compensation expense recognized to date as they occur. Tax windfalls and shortfalls related to the tax effects of employee share-based compensation are included in our tax provision.
In the event of canceled awards, we adjust compensation expense recognized to date as they occur. Tax windfalls and shortfalls related to the tax effects of employee share-based compensation are included in our tax provision.
The Smartphone revenue grouping consists primarily of smartphones and also includes other wireless communication devices and infrastructure equipment, such as tablets, and base stations.
The Smartphone revenue grouping consists primarily of smartphones and also includes other wireless communication devices and infrastructure equipment, such as tablets, and base stations. The CE, IoT/Auto revenue grouping consists of consumer electronics and IoT products, such as televisions, laptops, gaming consoles, set-top boxes, streaming devices, and connected automobiles.
Due to the uncertainty regarding the timing and amount of future payments related to these items, the amounts are excluded from the contractual obligations table above. 45 Table of Contents RESULTS OF OPERATIONS 2022 Compared with 2021 Revenues The following table compares 2022 revenues to 2021 revenues (in thousands): For the Year Ended December 31, 2022 2021 Total Increase/(Decrease) Recurring revenues: Smartphone $ 351,064 $ 315,098 $ 35,966 11 % CE, IoT/Auto 51,717 31,721 19,996 63 % Other 1,107 4,881 (3,774) (77) % Total recurring revenues 403,888 351,700 52,188 15 % Non-recurring revenues a 53,906 73,709 (19,803) (27) % Total revenues $ 457,794 $ 425,409 $ 32,385 8 % (a) Non-recurring revenues are comprised of past patent royalties and revenues from static agreements.
Due to the uncertainty regarding the timing and amount of future payments related to these items, the amounts are excluded from the contractual obligations table above. 44 Table of Contents RESULTS OF OPERATIONS 2023 Compared with 2022 Revenues The following table compares 2023 revenues to 2022 revenues (in thousands): For the Year Ended December 31, 2023 2022 Total Increase/(Decrease) Recurring revenues: Smartphone $ 347,124 $ 351,064 $ (3,940) (1) % CE, IoT/Auto 59,858 51,717 8,141 16 % Other 1,410 1,107 303 27 % Total recurring revenues 408,392 403,888 4,504 1 % Catch-up revenues a 141,196 53,906 87,290 162 % Total revenues $ 549,588 $ 457,794 $ 91,794 20 % (a) Catch-up revenues are comprised of past patent royalties and revenues from static fixed-fee agreements.
In 2022 and 2021, the following licensees or customers accounted for 10% or more of our total revenues: For the Year Ended December 31, 2022 2021 Customer A 30% 28% Customer B 17% 18% Customer C 13% 14% Customer D 10% 46 Operating Expenses The following table summarizes the change in operating expenses by category (in thousands): For the Year Ended December 31, 2022 2021 Increase/(Decrease) Research and portfolio development $ 185,202 $ 200,484 $ (15,282) (8) % Licensing 71,419 64,625 6,794 11 % General and administrative 47,377 61,217 (13,840) (23) % Restructuring activities 3,280 27,877 (24,597) (88) % Total operating expenses $ 307,278 $ 354,203 $ (46,925) (13) % Operating expenses decreased 13% to $307.3 million in 2022 from $354.2 million in 2021.
In 2023 and 2022, the following licensees or customers accounted for 10% or more of our total revenues: For the Year Ended December 31, 2023 2022 Customer A 27% —% Customer B 24% 30% Customer C 14% 17% Customer D 11% 13% 45 Operating Expenses The following table summarizes the change in operating expenses by category (in thousands): For the Year Ended December 31, 2023 2022 Increase/(Decrease) Research and portfolio development $ 195,285 $ 185,202 $ 10,083 5 % Licensing 79,397 71,419 7,978 11 % General and administrative 53,291 47,377 5,914 12 % Restructuring activities — 3,280 (3,280) (100) % Total operating expenses $ 327,973 $ 307,278 $ 20,695 7 % Operating expenses increased 7% to $328.0 million in 2023 from $307.3 million in 2022.
For static fixed-fee license agreements, we typically classify the associated revenue as non-recurring revenue. 30 Table of Contents Business InterDigital, Inc. ("InterDigital") is a global research and development company focused primarily on wireless, visual and related technologies. We design and develop advanced technologies that enable connected, immersive experiences in a broad range of communications and entertainment products and services.
For static fixed-fee license agreements, we typically classify the associated revenue as catch-up revenues. 30 Table of Contents Business InterDigital, Inc. ("InterDigital") is a global research and development company focused primarily on wireless, video, artificial intelligence ("AI"), and related technologies.
The remaining patent license agreements that have not yet been renewed contributed $15.4 million of recurring revenue in 2022. Ten of our revenue generating patent license agreements are scheduled to expire during 2023. Collectively, these agreements accounted for $55.2 million, or approximately 14%, of recurring revenue in 2022.
Seven of our revenue generating patent license agreements were scheduled to expire during 2024, of which two agreements were renewed during 2023. Collectively, the five expiring agreements not yet renewed accounted for $17.6 million, or approximately 4%, of recurring revenues in 2023.
Cash, cash equivalents, restricted cash and short-term investments As of December 31, 2022 and December 31, 2021, we had the following amounts of cash, cash equivalents, restricted cash and short-term investments (in thousands): December 31, 2022 December 31, 2021 Increase / (Decrease) Cash and cash equivalents $ 693,479 $ 706,282 $ (12,803) Restricted cash included within prepaid and other current assets 9,682 5,861 3,821 Restricted cash included within other non-current assets — 1,081 (1,081) Short-term investments 508,298 235,345 272,953 Total cash, cash equivalents, restricted cash and short-term investments $ 1,211,459 $ 948,569 $ 262,890 The net increase in cash, cash equivalents, restricted cash and short-term investments was attributable to cash provided by operating activities of $286.0 million and cash provided by financing activities of $18.6 million.
Cash, cash equivalents, restricted cash, and short-term investments As of December 31, 2023 and December 31, 2022, we had the following amounts of cash, cash equivalents, restricted cash, and short-term investments (in thousands): December 31, 2023 December 31, 2022 Increase / (Decrease) Cash and cash equivalents $ 437,076 $ 693,479 $ (256,403) Restricted cash included within prepaid and other current assets 5,885 9,682 (3,797) Short-term investments 569,280 508,298 60,982 Total cash, cash equivalents, restricted cash, and short-term investments $ 1,012,241 $ 1,211,459 $ (199,218) The net decrease in cash, cash equivalents, restricted cash, and short-term investments was attributable to cash used in financing activities of $388.8 million and cash used in investing activities of $46.5 million, excluding sales and purchases of short-term investments, partially offset by cash provided by operating activities of $213.7 million.
The table below sets forth the significant items comprising our cash flows provided by operating activities during the years ended December 31, 2022 and 2021 (in thousands): For the Year Ended December 31, 2022 2021 Increase / (Decrease) Cash Receipts: Patent royalties $ 509,517 $ 364,348 $ 145,169 Technology solutions 308 3,893 (3,585) Total cash receipts 509,825 368,241 141,584 Cash Outflows: Cash operating expenses (a) (204,153) (234,046) 29,893 Income taxes paid, net of refunds (b) (6,805) (23,091) 16,286 Total cash outflows (210,958) (257,137) 46,179 Other working capital adjustments (12,828) 19,288 (32,116) Cash flows provided by operating activities $ 286,039 $ 130,392 $ 155,647 (a) Cash operating expenses include operating expenses less depreciation of fixed assets, amortization of patents, and non-cash compensation.
The table below sets forth the significant items comprising our cash flows provided by operating activities during the years ended December 31, 2023 and 2022 (in thousands): For the Year Ended December 31, 2023 2022 Increase / (Decrease) Total Cash Receipts $ 486,333 $ 509,825 $ (23,492) Cash Outflows: Cash operating expenses (a) (211,525) (204,153) (7,372) Income taxes paid (b) (59,202) (6,805) (52,397) Total cash outflows (270,727) (210,958) (59,769) Other working capital adjustments (1,873) (12,828) 10,955 Cash flows provided by operating activities $ 213,733 $ 286,039 $ (72,306) (a) Cash operating expenses include operating expenses less depreciation of fixed assets, amortization of patents, and non-cash compensation.
New Accounting Guidance Refer to Note 2, " Summary of Significant Accounting Policies and New Accounting Guidance " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K for a discussion of recently issued accounting guidance. 40 Table of Contents Legal Proceedings We are routinely involved in disputes associated with enforcement and licensing activities regarding our intellectual property, including litigations, arbitrations and other proceedings.
As a result of this agreement, the Company does not anticipate any tax consequences. New Accounting Guidance Refer to Note 2, " Summary of Significant Accounting Policies and New Accounting Guidance " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K for a discussion of recently issued accounting guidance.
For more information on this transaction, refer to Note 9, " Obligations " within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K. • In 2022, we incurred $1.5 million of one-time supplemental compensation costs driven by licensing successes achieved during 2022. • In 2022, we recognized $3.3 million of restructuring expenses including a $2.4 million asset impairment, $0.3 million of severance and other benefits, and $0.5 million of associated outside services and other costs.
See Note 12, “ Litigation and Legal Proceedings ,” within the Notes to the Consolidated Financial Statements included in Part II, Item 8 of this Form 10-K for more information on this matter. • In 2023, we incurred $3.0 million of nonrecurring share-based compensation costs driven by licensing successes. • In 2023, we incurred a $2.5 million impairment on Convida's sale of a portion of its patent portfolio.
Between 2014 and 2022, we paid approximately $134.6 million in foreign taxes to foreign governments that have tax treaties with the U.S., for which we have claimed foreign tax credits against our U.S. tax obligations, and for which the tax treaty procedures are still open.
In the event that the IRS or another taxing jurisdiction levies an assessment in the future, it is possible the assessment could have a material adverse effect on our consolidated financial condition or results of operations. 39 Table of Contents Between 2014 and 2023, we paid approximately $138.1 million in foreign taxes to foreign governments that have tax treaties with the U.S., for which we have claimed foreign tax credits against our U.S. tax obligations, and for which the tax treaty procedures are still open.
Critical Accounting Policies and Estimates Our consolidated financial statements are based on the selection and application of GAAP, which require us to make estimates and assumptions that affect the amounts reported in both our consolidated financial statements and the accompanying notes. Future events and their effects cannot be determined with absolute certainty.
Income Tax Provision • In 2023, we recognized a $11.7 million tax benefit resulting from the release of a valuation allowance from certain foreign jurisdictions and interest due on a federal refund. 35 Table of Contents Critical Accounting Policies and Estimates Our consolidated financial statements are based on the selection and application of GAAP, which require us to make estimates and assumptions that affect the amounts reported in both our consolidated financial statements and the accompanying notes.
Non-recurring revenues in 2022 were primarily attributable to seven of the above disclosed license agreements signed in 2022 and revenues from new connected automobile license agreements. In each of 2022 and 2021, 70% of our total revenues were attributable to companies that individually accounted for 10% or more of our total revenues.
In 2023 and 2022, 76% and 60% of our total revenues were attributable to companies that individually accounted for 10% or more of our total revenues, respectively.
Revenue In 2022, 2021, and 2020, our total revenues were $457.8 million, $425.4 million, and $359.0 million, respectively. Our recurring revenues in 2022, 2021 and 2020 were $403.9 million, $351.7 million, and $336.8 million, respectively.
In addition, our patented inventions have been implemented in a wide variety of services, such as video streaming and other cloud-based services. Revenue In 2023, 2022, and 2021, our total revenues were $549.6 million, $457.8 million, and $425.4 million, respectively. Our recurring revenues in 2023, 2022 and 2021 were $408.4 million, $403.9 million, and $351.7 million, respectively.
We license or intend to license our innovations worldwide to companies providing such products and services, including wireless communications, consumer electronics, personal computer, and automotive, as well as cloud-based services such as video streaming.
We design and develop foundational technologies that enable connected, immersive experiences in a broad range of communications and entertainment products and services. We license our innovations worldwide to companies providing such products and services, including makers of wireless communications devices, consumer electronics, IoT devices, cars and other motor vehicles and providers of cloud-based services such as video streaming.
This increase was partially offset by the above noted decrease in revenue share costs. General and administrative expense: The $13.8 million decrease in general and administrative expense was primarily due to the above-noted decreases in personnel-related costs and consulting costs. Restructuring Activities: Restructuring expenses associated with our overall restructuring plan decreased due to the plan being substantially complete in 2022.
Restructuring Activities: Restructuring expenses associated with our overall restructuring plan decreased due to the plan being substantially complete in 2022.