Biggest changeThe decrease was primarily due to (i) decreases in our voice, traditional broadband, and Ethernet services and (ii) a $132 million reduction in CAF II program revenue for the year ended December 31, 2022 compared to 2021 due to the conclusion of the CAF II program on December 31, 2021.
Biggest changeWithin each product category, this decrease was primarily due to: • Decreases in Other Broadband by $164 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 primarily due to decreased subscribers to our low speed broadband services; • Decreases in Voice and Other by $102 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 primarily attributable to (i) a decrease of $87 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 from a decline in voice services and (ii) a decrease of $13 million related to recognition in the first quarter of 2022 of previously deferred revenue related to the CAF II program, which lapsed on December 31, 2021, impacting the year ended December 31, 2023 as compared to the year ended December 31, 2022; • Decreases in Harvest by $86 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 primarily attributable to declines in legacy voice services for business customers of $58 million; • Decreases in Nurture by $42 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 primarily due to declines in Ethernet services. 36 • Decreases in Grow by $14 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 primarily due to declines in wavelengths services.
Our ultimate parent company, Lumen Technologies, Inc., has cash management arrangements or loan arrangements with a majority of its subsidiaries that include lines of credit, affiliate obligations, capital contributions and dividends. As part of these cash management or loan arrangements, affiliates provide lines of credit to certain other affiliates.
Our ultimate parent company, Lumen Technologies, Inc., has cash management arrangements or loan arrangements with a majority of its subsidiaries that include lines of credit, affiliate obligations, capital contributions and dividends. As part of these cash management or loan arrangements, affiliates provide lines of credit to certain other affiliates.
Amounts outstanding under these lines of credit and intercompany obligations vary from time to time. Under these arrangements, the majority of our cash balance is advanced on a daily basis for centralized management by Lumen's service company affiliate.
Amounts outstanding under these lines of credit and intercompany obligations vary from time to time. Under these arrangements, the majority of our cash balance is advanced on a daily basis for centralized management by Lumen's service company affiliate.
None of our outstanding debt is due in the next 12 months (excluding finance lease obligations). 34 Subject to market conditions, and to the extent permitted under applicable debt covenants, Qwest Corporation may issue debt securities from time to time in the future primarily to refinance a portion of our maturing debt.
None of our outstanding debt is due in the next 12 months (excluding finance lease obligations). Subject to market conditions, and to the extent permitted under applicable debt covenants, Qwest Corporation may issue debt securities from time to time in the future primarily to refinance a portion of our maturing debt.
Related to debt, as noted in Note 6—Long-Term Debt and Note Payable - Affiliate, we have long-term obligations of $2.2 billion, with $2 million of current maturities and no obligations related to note payable - affiliate, as discussed above.
Related to debt, as noted in Note 6—Long-Term Debt and Note Payable - Affiliate, we have long-term obligations of $2.2 billion, with $1 million of current maturities and no obligations related to note payable - affiliate, as discussed above.
The availability, interest rate and other terms of any new borrowings will depend on the ratings assigned to Qwest Corporation by credit rating agencies, among other factors. As of the filing date of this report, the credit ratings for Qwest Corporation's senior unsecured debt were as follows: Agency Credit Ratings Standard & Poor's BB Moody's Investors Service, Inc.
The availability, interest rate and other terms of any new borrowings will depend on the ratings assigned to Qwest Corporation by credit rating agencies, among other factors. As of the filing date of this report, the credit ratings for Qwest Corporation's senior unsecured debt were as follows: Agency Credit Ratings Standard & Poor's B Moody's Investors Service, Inc.
In addition, we provide to our affiliates application development and support services, network support and technical services. From time to time, we may change the categorization of our products and services.
In addition, we provide to our affiliates application development and support services and network support. From time to time, we may change the categorization of our products and services.
The amount of Lumen’s consolidated capital investment, and our portion thereof, is influenced by, among other things, demand for Lumen’s services and products, cash flow generated by operating activities, cash required for other purposes, regulatory considerations (such governmentally mandated infrastructure buildout requirements), and the availability of requisite supplies, labor and permits.
The amount of Lumen’s consolidated capital investment, and our portion thereof, is influenced by, among other things, demand for Lumen’s services and products, our network requirements, cash flow generated by operating activities, cash required for debt services and other purposes, regulatory considerations (such governmentally mandated infrastructure buildout requirements), and the availability of requisite supplies, labor and permits.
See Note 9—Employee Benefits to the consolidated financial statements in Item 8 of Part II of this report and Note 11—Employee Benefits to the consolidated financial statements in Item 8 of Part II of Lumen's annual report on Form 10-K for the year ended December 31, 2022 for additional information about our and Lumen's pension and post-retirement benefit arrangements.
See Note 9—Employee Benefits to the consolidated financial statements in Item 8 of Part II of this report and Note 11—Employee Benefits to the consolidated financial statements in Item 8 of Part II of Lumen's annual report on Form 10-K for the year ended December 31, 2023 for additional information about our and Lumen's pension and post-retirement benefit arrangements.
Affiliate Transactions We recognize intercompany charges at the amounts billed to us by our affiliates and we recognize intercompany revenue for services we bill to our affiliates.
Affiliate Transactions We recognize intercompany charges for the amounts billed to us by our affiliates and we recognize intercompany revenue for services we bill to our affiliates.
Benefits paid by Lumen's qualified pension plan are paid through a trust that holds all of the plan's assets. Based on current laws and circumstances, Lumen Technologies does not expect any contributions to be required for their qualified pension plan during 2023.
Benefits paid by Lumen's qualified pension plan are paid through a trust that holds all of the plan's assets. Based on current laws and circumstances, Lumen Technologies does not expect any contributions to be required for their qualified pension plan during 2024.
The amount of required contributions to Lumen's qualified pension plan in 2024 and beyond will depend on a variety of factors, most of which are beyond their control, including earnings on plan investments, prevailing interest rates, demographic experience, changes in plan benefits and changes in funding laws and regulations.
The amount of required contributions to Lumen's qualified pension plan in 2025 and beyond will depend on a variety of factors, most of which are beyond their control, including earnings on plan investments, prevailing interest rates, demographic experience, changes in plan benefits and changes in funding laws and regulations.
You can find descriptions of these legal proceedings in Lumen's quarterly and annual reports filed with the SEC. Because we are not a party to any of the matters, we have not accrued any liabilities for these matters as of December 31, 2022.
You can find descriptions of these legal proceedings in Lumen's quarterly and annual reports filed with the SEC. Because we are not a party to any of the matters, we have not accrued any liabilities for these matters as of December 31, 2023.
The effect on deferred income tax assets and liabilities of a change in tax rate is recognized in earnings in the period that includes the enactment date. 33 The measurement of deferred taxes often involves the exercise of considerable judgment related to the realization of tax basis.
The effect on deferred income tax assets and liabilities of a change in tax rate is recognized in earnings in the period that includes the enactment date. 42 The measurement of deferred taxes often involves the exercise of considerable judgment related to the realization of tax basis.
Market Risk As of December 31, 2022, we were exposed to market risk from changes in interest rates on our variable rate long-term debt obligations, amended and restated revolving promissory note and fluctuations in certain foreign currencies.
Market Risk As of December 31, 2023, we were exposed to market risk from changes in interest rates on our variable rate long-term debt obligations, amended and restated revolving promissory note and fluctuations in certain foreign currencies.
Lumen Technologies occasionally makes voluntary contributions in addition to required contributions and reserves the right to do so in the future. Lumen Technologies has advised that it does not expect to make a voluntary contribution to the trust of the qualified pension plan in 2023.
Lumen Technologies occasionally makes voluntary contributions in addition to required contributions and reserves the right to do so in the future. Lumen Technologies has advised that it does not expect to make a voluntary contribution to the trust of the qualified pension plan in 2024.
Actual values may differ materially from those disclosed by us from time to time if market conditions vary from the assumptions used in the analyses performed. Our analyses only incorporate the risk exposures that existed at December 31, 2022.
Actual values may differ materially from those disclosed by us from time to time if market conditions vary from the assumptions used in the analyses performed. Our analyses only incorporate the risk exposures that existed at December 31, 2023.
For 2023, Lumen's expected annual long-term rate of return on these assets is 6.5%. However, actual returns could be substantially different. 36 For additional information, see "Risk Factors—Financial Risks in Item 1A of Part I of this report.
For 2024, Lumen's expected annual long-term rate of return on these assets is 6.5%. However, actual returns could be substantially different. For additional information, see "Risk Factors—Financial Risks in Item 1A of Part I of this report.
A hypothetical increase of 100 basis points in LIBOR relative to this debt would decrease our annual pre-tax earnings by $2 million. At December 31, 2022, we had no debt which was owed to an affiliate of our ultimate parent, Lumen Technologies, Inc under the note payable-affiliate.
A hypothetical increase of 100 basis points in SOFR relative to this debt would decrease our annual pre-tax earnings by $2 million. At December 31, 2023, we had no debt which was owed to an affiliate of our ultimate parent, Lumen Technologies, Inc under the note payable-affiliate.
In 2015, we agreed to a plan to settle the outstanding pension and post-retirement affiliate obligations, net balance with QCII over a 30 year term. Under the plan, payments are scheduled to be made on a monthly basis. For the year ended December 31, 2022, we made net settlement payments of $61 million to QCII in accordance with the plan.
In 2015, we agreed to a plan to settle the outstanding pension and post-retirement affiliate obligations, net balance with QCII over a 30 year term. Under the plan, payments are scheduled to be made on a monthly basis. For the year ended December 31, 2023, we made net settlement payments of $57 million to QCII in accordance with the plan.
We are continuing to enhance our product capabilities and simplify our product portfolio based on demand and profitability to enable customers to have access to greater bandwidth. • Businesses continue to adopt distributed, large-scale operating models.
We are continuing to enhance our product capabilities and simplify our product portfolio based on demand and profitability to enable customers to have access to greater bandwidth. • Businesses continue to adopt distributed, global operating models.
Ba2 Fitch Ratings BB Lumen's and Qwest Corporation's credit ratings are reviewed and adjusted from time to time by the rating agencies. Any future changes in the senior unsecured or secured debt ratings of us or our subsidiaries could impact our access to capital or borrowing costs.
Caa3 Fitch Ratings B+ Lumen's and Qwest Corporation's credit ratings are reviewed and adjusted from time to time by the rating agencies. Any future changes in the senior unsecured or secured debt ratings of us or our subsidiaries could impact our access to capital or borrowing costs.
From time to time over the past couple of years, we have engaged in various refinancings, redemptions, tender offers, open market purchases and other transactions designed to reduce our consolidated indebtedness, lower our interest costs, improve our financial flexibility or otherwise enhance our debt profile. We plan to continue to pursue similar transactions in the future.
From time to time over the past couple of years, we have engaged in various refinancings, redemptions, tender offers, open market purchases and other transactions designed to reduce our consolidated indebtedness, lower our interest costs, improve our financial flexibility or otherwise enhance our debt profile.
Additionally, we have a current obligation for asset retirement obligations of $6 million and a long-term obligation of $26 million. Dividends We periodically pay dividends to QSC, our direct parent company, which reduce our capital resources for debt repayments and other purposes.
Additionally, we have a current obligation for asset retirement obligations of $3 million and a long-term obligation of $27 million. Dividends We periodically pay dividends to QSC, our direct parent company, which reduce our capital resources for debt repayments and other purposes.
Federal officials have proposed changes to current programs and laws that could impact us, including proposals designed to increase broadband access, increase competition among broadband providers, lower broadband costs and re-adopt "net neutrality" rules similar to those adopted under the Obama Administration. In November 2021, the U.S.
Federal officials have proposed changes to current programs and laws that could impact us, including proposals designed to increase broadband access, increase competition among broadband providers, lower broadband costs and re-adopt "net neutrality" rules similar to those adopted under the a prior administration. In late 2021, the U.S.
Changes in the affiliate obligations, net are reflected in operating activities on our consolidated statements of cash flows. For the year ended 2023, we expect to make aggregate settlement payments of $57 million to QCII under the plan. For 2022, Lumen's expected annual long-term rate of return on pension plan assets, net of administrative expenses was 5.5%.
Changes in the affiliate obligations, net are reflected in operating activities on our consolidated statements of cash flows. For the year ended 2024, we expect to make aggregate settlement payments of $52 million to QCII under the plan. 45 For 2023, Lumen's expected annual long-term rate of return on pension plan assets, net of administrative expenses was 6.5%.
At December 31, 2022, we served approximately 2.5 million broadband subscribers. Our methodology for counting broadband subscribers may not be comparable to those of other companies.
At December 31, 2023, we served approximately 2.1 million broadband subscribers. Our methodology for counting broadband subscribers may not be comparable to those of other companies.
Congress enacted legislation that appropriated $65 billion to improve broadband affordability and access, primarily through federally funded state grants. As of the date of this report, various state and federal agencies are continuing to take steps to make this funding available to eligible applicants, including us. It remains premature to speculate on the potential impact of this legislation on us.
Congress enacted legislation that appropriated $65 billion to improve broadband affordability and access, primarily through federally funded state grants. As of the date of this report, various state and federal agencies are continuing to take steps to make this funding available to eligible applicants, including us.
Additionally, as discussed further elsewhere herein, the pandemic and macroeconomic changes arising therefrom have resulted in (i) increases in certain revenue streams and decreases in others, (ii) increases in overtime expenses during 2020 and 2021, (iii) operational challenges resulting from shortages of certain components and other supplies that we use in our business, (iv) delays in our cost transformation initiatives, and (v) delayed decision-making by certain of our customers.
Additionally, as discussed further elsewhere herein, the pandemic and macroeconomic changes arising therefrom have resulted in (i) increases in certain revenue streams and decreases in others, (ii) operational challenges resulting from inflation and, to a lesser extent, shortages of certain components and other supplies that we use in our business, (iii) delays in our cost transformation initiatives and (iv) delayed decision-making by certain of our customers.
Overview We are an integrated facilities-based communications company focused on providing our business and mass markets customers with a broad array of communications products and services. Our specific products and services are detailed in Note 3—Revenue Recognition and below under the heading "Operations - Products and Services" in Item 1 of Part I of this report.
Overview We are a facilities-based technology and communications company that provides a broad array of integrated communications products and services to our business and mass markets customers. Our specific products and services are detailed in Note 3—Revenue Recognition and below under the heading "Operations - Products and Services" in Item 1 of Part I of this report.
Under our operating leases as noted in Note 4—Leases, we have a current obligation, including interest, of $24 million and a long-term obligation of $66 million. As noted in Note 14—Commitments, Contingencies and Other Items, we have a current obligation related to right-of-way agreements and purchase commitments of $59 million and a long-term obligation of $139 million.
Under our operating leases as noted in Note 4—Leases, we have a current obligation, including interest, of $22 million and a long-term obligation of $52 million. As noted in Note 14—Commitments, Contingencies and Other Items, we have a current obligation related to right-of-way agreements and purchase commitments of $48 million and a long-term obligation of $125 million.
Lumen Technologies is involved in several legal proceedings to which we are not a party that, if resolved against it, could have a material adverse effect on its business and financial condition. As a wholly owned subsidiary of Lumen Technologies, our business and financial condition could be similarly affected.
See Note 14—Commitments, Contingencies and Other Items for additional information. Lumen Technologies is involved in several legal proceedings to which we are not a party that, if resolved against it, could have a material adverse effect on its business and financial condition. As a wholly owned subsidiary of Lumen Technologies, our business and financial condition could be similarly affected.
At December 31, 2022, we had approximately $2.0 billion (excluding finance lease and other obligations) of long-term debt outstanding which bears interest at fixed rates and is therefore not exposed to interest rate risk. At December 31, 2022, we had $215 million floating rate debt exposed to changes in the London InterBank Offered Rate (LIBOR).
At December 31, 2023, we had approximately $2.0 billion (excluding finance lease and other obligations) of long-term debt outstanding which bears interest at fixed rates and is therefore not exposed to interest rate risk. At December 31, 2023, we had $215 million floating rate debt exposed to changes in the Secured Overnight Financing Rate ("SOFR").
Our provision for income taxes includes amounts for tax consequences deferred to future periods. We record deferred income tax assets and liabilities reflecting future tax consequences attributable to tax credit carryforwards and differences between the financial statement carrying value of assets and liabilities and the tax bases of those assets and liabilities.
We record deferred income tax assets and liabilities reflecting future tax consequences attributable to tax credit carryforwards and differences between the financial statement carrying value of assets and liabilities and the tax bases of those assets and liabilities.
Depreciation and Amortization The following table provides detail of our depreciation and amortization expense: Years Ended December 31, % Change 2022 2021 (Dollars in millions) Depreciation $ 781 833 (6) % Amortization 79 176 (55) % Total depreciation and amortization $ 860 1,009 (15) % 31 Annual depreciation expense is impacted by several factors, including changes in our depreciable cost basis, changes in our estimates of the remaining economic life of certain network assets and the addition of new plant.
Depreciation and Amortization The following table provides detail of our depreciation and amortization expense: Years Ended December 31, % Change 2023 2022 (Dollars in millions) Depreciation $ 756 781 (3) % Amortization 67 79 (15) % Total depreciation and amortization $ 823 860 (4) % Annual depreciation expense is impacted by several factors, including changes in our depreciable cost basis, changes in our estimates of the remaining economic life of certain network assets and the addition of new plant.
We are expanding and densifying our fiber network, connecting more buildings to our network to generate revenue opportunities and reduce our costs associated with leasing networks from other carriers. • Changes in customer preferences and in the regulatory, technological and competitive environment are (i) significantly reducing demand for our more mature service offerings, commoditizing certain of our other offerings, or resulting in volume or rate reductions for other of our offerings and (ii) also creating certain opportunities for us arising out of increased demand for lower latency provided by Edge computing and for faster and more secure data transmissions. • The operating margins of several of our newer, more technologically advanced services, some of which may connect to customers through other carriers, are lower than the operating margins on our traditional, on-net wireline services. • Declines in our traditional wireline services and other more mature offerings have necessitated right-sizing our cost structures to remain competitive.
We are expanding and enhancing our fiber network, connecting more buildings to our network to generate revenue opportunities and reducing our reliance upon other carriers. • Changes in customer preferences and in the regulatory, technological and competitive environment are (i) significantly reducing demand for our more mature service offerings, commoditizing certain of our other offerings, or resulting in volume or rate reductions for other of our offerings and (ii) also creating certain opportunities for us arising out of increased demand for lower latency provided by Edge computing and for faster and more secure data transmissions. • The operating margins of several of our newer, more technologically advanced services, some of which may connect to customers through other carriers, are lower than the operating margins on our traditional, on-net wireline services. • Uncertainties regarding our financial performance, leverage and the debt covenant compliance of our affiliates have caused, and may continue to cause, certain of our customers and other third parties to reduce or cease transacting business with us. • Declines in our traditional wireline services and other more mature offerings have necessitated right-sizing our cost structures to remain competitive.
At December 31, 2022, the accounting unfunded status of Lumen's qualified and non-qualified defined benefit pension plans and qualified post-retirement benefit plans was approximately $615 million and $2.0 billion, respectively.
At December 31, 2023, the accounting unfunded status of Lumen's qualified and non-qualified defined benefit pension plans and qualified post-retirement benefit plans was approximately $769 million and $1.9 billion, respectively.
See Note 13—Affiliate Transactions for additional information. Income Taxes We are included in the consolidated federal income tax return of Lumen Technologies. Under Lumen's tax allocation policy, Lumen treats our consolidated results as if we were a separate taxpayer.
See Note 13—Affiliate Transactions for additional information. Income Taxes We are included in the consolidated federal income tax return of Lumen Technologies. Lumen Technologies treats our consolidated results as if we were a separate taxpayer. We are required to pay our tax liabilities to Lumen Technologies based upon our separate return taxable income.
Cash Flow Activities The following table summarizes our consolidated cash flow activities: Years Ended December 31, (Decrease) / Increase 2022 2021 (Dollars in millions) Net cash provided by operating activities $ 2,626 3,033 (407) Net cash used in investing activities (1,349) (751) 598 Net cash used in financing activities (1,271) (2,293) (1,022) Operating Activities Net cash provided by operating activities decreased by $407 million for the year ended December 31, 2022 as compared to the year ended December 31, 2021 primarily due to lower net income adjusted for non-cash items and partially offset by increases related to changes in working capital.
Cash Flow Activities The following table summarizes our consolidated cash flow activities: Years Ended December 31, (Decrease) / Increase 2023 2022 (Dollars in millions) Net cash provided by operating activities $ 2,389 2,626 (237) Net cash used in investing activities (466) (1,349) (883) Net cash used in financing activities (1,921) (1,271) 650 Operating Activities Net cash provided by operating activities decreased by $237 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 primarily due to a net loss adjusted for non-cash items and partially offset by increases related to changes in working capital.
Other Matters We are subject to various legal proceedings and other contingent liabilities that individually or in the aggregate could materially affect our financial condition, future results of operations or cash flows. See Note 14—Commitments, Contingencies and Other Items for additional information.
See Note 6—Long-Term Debt and Note Payable - Affiliate for additional information on our outstanding debt securities and financing activities. Other Matters We are subject to various legal proceedings and other contingent liabilities that individually or in the aggregate could materially affect our financial condition, future results of operations or cash flows.
In early 2020, the FCC created the Rural Digital Opportunity Fund ( the "RDOF"), which is a new federal support program designed to replace the CAF Phase II program.
Federal Broadband Support Programs In early 2020, the FCC created the Rural Digital Opportunity Fund ( the "RDOF"), which is a federal support program designed to fund broadband development in rural America.
For additional information on these programs, see "Business—Regulation" in Item 1 of Part I of this report and see "Risk Factors—Financial Risks" in Item 1A of Part I of this report.
For additional information on these programs, see (i) Note 3—Revenue Recognition to our consolidated financial statements in Item 8 of Part II of this report, (ii)"Business—Regulation" in Item 1 of Part I of this report and (iii) "Risk Factors—Financial Risks" in Item 1A of Part I of this report.
However, in conjunction with our plans to continue to reduce costs, we expect to continue our real estate rationalization efforts and expect to incur additional accelerated lease costs in future periods.
We did not incur material accelerated lease costs during the year ended December 31, 2022. In conjunction with our plans to continue to reduce costs, we expect to continue our real estate rationalization efforts and expect to incur additional accelerated real estate costs in future periods.
Income Tax Expense For the years ended December 31, 2022 and 2021, our effective income tax rate was 25.9% and 25.2%, respectively. For additional information on income taxes, see Note 12—Income Taxes. Critical Accounting Policies and Estimates Our consolidated financial statements are prepared in accordance with accounting principles that are generally accepted in the United States.
For additional information on income taxes, see Note 12—Income Taxes. 40 Critical Accounting Policies and Estimates Our consolidated financial statements are prepared in accordance with accounting principles that are generally accepted in the United States.
If any of the above-listed factors intensify, our financial results could be materially impacted in a variety of ways, including by increasing our expenses, decreasing our revenues, further delaying our network expansion plans or otherwise interfering with our ability to deliver products and services.
Continued inflationary pressures, supply constraints or business uncertainty could materially impact our financial results in a variety of ways, including by increasing our expenses, decreasing our revenues, further delaying our network expansion plans or otherwise interfering with our ability to deliver products and services.
The amount of support payments we receive from governmental agencies has decreased substantially since December 31, 2021. Inflation during 2021 and 2022 placed downward pressure on our margins and likely contributed to delayed decision-making by certain of our customers, which are trends that will likely continue to impact us as long as inflation rates remain elevated.
Inflation has placed downward pressure on our margins and macroeconomic uncertainties have likely contributed to delayed decision-making by certain of our customers, which are trends that will likely continue to impact us as long as inflation rates remain elevated.
Investing Activities Net cash used in investing activities increased by $598 million for the year ended December 31, 2022 as compared to the year ended December 31, 2021 primarily due to an increase in advances to affiliates and an increase in capital expenditures. 37 Financing Activities Net cash used in financing activities decreased by $1.0 billion for the year ended December 31, 2022 as compared to the year ended December 31, 2021 primarily due to a decrease in dividends paid to our parent and a decrease in repayments of advances from affiliates and third-party debt.
Investing Activities Net cash used in investing activities decreased by $883 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 primarily due to a decrease in advances to affiliates, partially offset by an increase in capital expenditures. 46 Financing Activities Net cash used in financing activities increased by $650 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 primarily due to an increase in dividends paid to our parent, partially offset by the timing of payments of the Note Payable - Affiliate.
Capital Expenditures We incur capital expenditures on an ongoing basis in order to expand and improve our service offerings, enhance and modernize our networks, and compete effectively in our markets.
See note under "Results of Operations—Goodwill Impairment" for consideration of the potential for additional goodwill impairments in future quarters. Capital Expenditures We incur capital expenditures on an ongoing basis in order to expand and improve our service offerings, enhance and modernize our networks, and compete effectively in our markets.
For additional information about our indebtedness, see Note 6—Long-Term Debt and Note Payable - Affiliate. 35 Future Contractual Obligations Our estimated future obligations as of December 31, 2022 include both current and long term obligations.
For more information, see "Note Payable—Affiliate" in Note 6—Long-Term Debt and Note Payable - Affiliate — to the financial statements appearing elsewhere herein. 44 Future Contractual Obligations Our estimated future obligations as of December 31, 2023 include both current and long term obligations.
Selling, General and Administrative Selling, general and administrative expenses are expenses incurred in selling products and services to our customers, corporate overhead and other operating expenses.
These decreases were partially offset by higher network expenses of $32 million. 37 Selling, General and Administrative Selling, general and administrative expenses are expenses incurred in selling products and services to our customers, corporate overhead and other operating expenses.
The preparation of these consolidated financial statements requires management to make estimates and assumptions that affect the reported amounts of our assets, liabilities, revenue and expenses. We have identified certain policies and estimates as critical to our business operations and the understanding of our past or present results of operations related to (i) affiliate transactions and (ii) income taxes.
We have identified certain policies and estimates as critical to our business operations and the understanding of our past or present results of operations related to (i) goodwill and other intangible assets, (ii) affiliate transactions and (iii) income taxes.
Our capital expenditures continue to be focused on enhancing network operating efficiencies, supporting new service developments, and expanding our fiber network, including our Quantum Fiber buildout plan. For more information on our capital spending, see "Business" and "Risk Factors" in Items 1 and 1A, respectively, of Part I of this report.
Our capital expenditures continue to be focused on enhancing network operating efficiencies, supporting new service developments, and expanding our fiber network, including our Quantum Fiber buildout plan.
This decrease was partially offset by an increase of $31 million due to net growth in depreciable assets and an increase of $6 million resulting from annual rate depreciable life changes.
Depreciation expense decreased by $25 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022, primarily due to a decrease of $81 million resulting from annual rate depreciable life changes. This decrease was partially offset by an increase of $60 million due to net growth in depreciable assets.
Cost of services and products (exclusive of depreciation and amortization) decreased by $76 million for the year ended December 31, 2022 as compared to the year ended December 31, 2021. The decrease in our cost of services and products was primarily due to reductions in salaries and wages and employee-related expenses resulting from lower headcount.
Cost of services and products (exclusive of depreciation and amortization) decreased by $38 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022. These decreases were primarily due to reductions in allocated employee related costs of $58 million and insurance and fees of $10 million.
Selling, general and administrative expenses increased by $100 million for the year ended December 31, 2022 as compared to the year ended December 31, 2021 primarily due to a gain on sale of assets during the year ended December 31, 2021 and an increase during 2022 in bad debt expense, partially offset by lower property taxes.
Selling, general and administrative expenses increased by $24 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 primarily due to an increase in employee related expenses of $43 million.
Trends Impacting Our Operations Our consolidated operations have been, and will continue to be, impacted by the following company-wide trends: • Customers' demand for automated products and services and competitive pressures will require that we continue to invest in new technologies and automated processes to improve the customer experience and reduce our operating expenses. • The increasingly digital environment and the growth in online video and gaming require robust, scalable network services.
For additional information on the impacts of the pandemic and the macroeconomic changes arising therefrom, see (i) the remainder of this item, including "—Liquidity and Capital Resources—Overview of Sources and Uses of Cash" and (ii) Item 1A of this report. 34 Trends Impacting Our Operations In addition to the above-described impact of the pandemic and its aftermath, our consolidated operations have been, and will continue to be, impacted by the following company-wide trends: • Customers' demand for automated products and services and competitive pressures will require that we continue to invest in new technologies and automated processes to improve the customer experience and reduce our operating expenses. • The increased use of digital applications, online video, gaming and artificial intelligence has substantially increased demand for robust, scalable network services.
Debt and Other Financing Arrangements As of December 31, 2022, we had a face amount of approximately $2.2 billion aggregate outstanding indebtedness (excluding finance leases, unamortized premiums, net, unamortized debt issuance costs, and Note Payable - Affiliate).
For more information, see Note 18—Subsequent Event, to our consolidated financial statements included under Item 8 of Part II of this annual report. As of December 31, 2023, we had a face amount of approximately $2.2 billion aggregate outstanding indebtedness (excluding finance leases, unamortized premiums, net, unamortized debt issuance costs, and Note Payable - Affiliate).
We may not disclose these transactions in advance, unless required by applicable law or material in nature or amount. See Note 6—Long-Term Debt and Note Payable - Affiliate to our consolidated financial statements in Item 8 of Part II of this report for additional information.
Subject to market conditions, restrictions under our debt covenants, and other limitations, we may pursue similar transactions in the future to the extent feasible. See Note 6—Long-Term Debt and Note Payable - Affiliate to our consolidated financial statements in Item 8 of Part II of this report for additional information.
The decrease in interest expense - affiliate, net was primarily due to the repayment of the outstanding principal and interest on the Note Payable - Affiliate on September 30, 2022. See Note 6—Long-Term Debt and Note Payable - Affiliate for additional information about our debt.
Interest Expense - Affiliate, Net Interest expense - affiliate, net changed by $75 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022. The change in interest expense - affiliate, net was primarily due to the repayment of the outstanding principal and interest on the Note Payable - Affiliate on September 30, 2022.
With the recent downgrade of our credit ratings we may find it more difficult to borrow on favorable terms, or at all. See "Risk Factors—Financial Risks" in Item 1A of Part I of this report.
We cannot provide any assurances that we will be able to borrow additional funds on favorable terms, or at all. See "Risk Factors—Financial Risks" in Item 1A of Part I of this report.
These and other developments and trends impacting our operations are discussed elsewhere in this Item 7. 28 Impact of COVID-19 Pandemic and the Macroeconomic Environment Societal, governmental and macroeconomic changes arising out of the COVID-19 pandemic have impacted us, our customers and our business in several ways since March 2020.
Changes in the Macroeconomic, Industry and Work Environments Societal, governmental and macroeconomic changes have impacted us, our customers and our business in several ways since the onset of the COVID-19 pandemic in the U.S. in March 2020.
Operating Expenses-Affiliates Since Lumen's acquisition of us, we have incurred affiliate expenses related to our use of telecommunication services, marketing and employee related support services provided by Lumen Technologies and its subsidiaries.
This increase was partially offset by lower marketing and advertising expenses of $13 million and a decrease in bad debt expense of $4 million. Operating Expenses-Affiliates We incur affiliate expenses related to our use of telecommunication services, marketing and employee related support services provided by Lumen Technologies and its subsidiaries.
Beginning in the second half of 2020 and continuing into 2022, we rationalized our leased footprint and ceased using 6 leased property locations that were underutilized. We did not further rationalize our lease footprint or incur material accelerated lease costs during the year ended December 31, 2022.
Beginning in the second half of 2020 and continuing into 2023, we rationalized our lease footprint and ceased using seven underutilized leased property locations. These lease cancellations resulted in accelerated lease costs, including $1 million and $3 million of such costs recognized during the years ended December 31, 2021 and 2023, respectively, but will lower our future operating costs.
Amortization expense decreased by $97 million for the year ended December 31, 2022 as compared to the year ended December 31, 2021, primarily due to a decrease of $88 million resulting from customer relationships becoming fully amortized at the end of the first quarter of 2021 and a decrease of $10 million resulting from annual rate depreciable life changes.
Amortization expense decreased by $12 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022, primarily due to a decrease of $17 million due to net decrease in amortizable assets. The decrease was partially offset by an increase of $4 million resulting from annual rate amortizable life changes of software for the period.
Operating expenses-affiliates decreased by $24 million for the year ended December 31, 2022 as compared to the year ended December 31, 2021 primarily due to a decrease in the level of services provided to us by our affiliates.
Operating expenses-affiliates increased by $62 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022 primarily due to $82 million of increased allocated corporate expense due to Lumen's 2022 ILEC divestiture, partially offset by a decrease of $20 million from lower use of affiliate services.
For additional information on the impacts of the pandemic, see Item 1A of this report. 29 Results of Operations The following table summarizes the results of our consolidated operations for the years ended December 31, 2022 and 2021: Years Ended December 31, 2022 2021 (Dollars in millions) Operating revenue $ 6,449 6,951 Operating expenses 3,694 3,843 Operating income 2,755 3,108 Total other expense, net (165) (292) Income before income taxes 2,590 2,816 Income tax expense 671 709 Net income $ 1,919 2,107 Operating Revenue The following table summarizes our consolidated operating revenue recorded under our four revenue categories: Years Ended December 31, % Change 2022 2021 (Dollars in millions) Voice and Other $ 1,749 2,099 (17) % Fiber Infrastructure 1,955 1,990 (2) % IP and Data Services 451 473 (5) % Affiliate Services 2,294 2,389 (4) % Total operating revenue $ 6,449 6,951 (7) % Total operating revenue decreased by $502 million for the year ended December 31, 2022 as compared to the year ended December 31, 2021.
These and other developments and trends impacting our operations are discussed elsewhere in this Item 7. 35 Results of Operations The following table summarizes the results of our consolidated operations for the years ended December 31, 2023 and 2022: Years Ended December 31, 2023 2022 (Dollars in millions) Operating revenue $ 5,915 6,449 Operating expenses 6,110 3,694 Operating (loss) income (195) 2,755 Total other expense, net (75) (165) (Loss) income before income taxes (270) 2,590 Income tax expense 561 671 Net (loss) income $ (831) 1,919 Operating Revenue The following table summarizes our consolidated operating revenue recorded under our revenue categories described in Note 3—Revenue Recognition: Years Ended December 31, % Change 2023 2022 (Dollars in millions) Other Broadband $ 1,111 1,275 (13) % Voice and Other 589 691 (15) % Fiber Broadband 470 461 2 % Harvest 1,048 1,134 (8) % Nurture 393 435 (10) % Grow 145 159 (9) % Affiliate Services 2,159 2,294 (6) % Total operating revenue $ 5,915 6,449 (8) % Total operating revenue decreased by $534 million for the year ended December 31, 2023 as compared to the year ended December 31, 2022.
Operating Expenses The following table summarizes our consolidated operating expenses: Years Ended December 31, % Change 2022 2021 (Dollars in millions) Cost of services and products (exclusive of depreciation and amortization) $ 1,646 1,722 (4) % Selling, general and administrative 454 354 28 % Operating expenses-affiliates 734 758 (3) % Depreciation and amortization 860 1,009 (15) % Total operating expenses $ 3,694 3,843 (4) % These expense classifications may not be comparable to those of other companies. 30 Cost of Services and Products (exclusive of depreciation and amortization) Cost of services and products (exclusive of depreciation and amortization) are expenses incurred in providing products and services to our customers.
Operating Expenses The following table summarizes our consolidated operating expenses: Years Ended December 31, % Change 2023 2022 (Dollars in millions) Cost of services and products (exclusive of depreciation and amortization) $ 1,608 1,646 (2) % Selling, general and administrative 478 454 5 % Operating expenses-affiliates 796 734 8 % Depreciation and amortization 823 860 (4) % Goodwill impairment 2,405 — nm Total operating expenses $ 6,110 3,694 65 % _______________________________________________________________________________ nm Percentages greater than 200% and comparisons between positive and negative values or to/from zero values are considered not meaningful.
See Note 6—Long-Term Debt and Note Payable - Affiliate and Liquidity and Capital Resources below for additional information about our debt. Interest Expense - Affiliate, Net Interest expense - affiliate, net decreased by $45 million for the year ended December 31, 2022 as compared to the year ended December 31, 2021.
This decline was primarily due to higher capitalized interest of $25 million, which was partially offset by the increase in our average interest rate from 6.50% to 6.79%. See Note 6—Long-Term Debt and Note Payable - Affiliate and Liquidity and Capital Resources below for additional information about our debt.
None of these effects, individually or in the aggregate, have to date materially impacted our financial performance or financial position. The COVID-19 pandemic and other factors have led to increased fiber construction demand combined with increased construction labor rates that have reduced the number of fiber buildout projects that met our internal payback requirement.
None of these effects, individually or in the aggregate, have to date materially impacted our financial performance or financial position. Industry developments over the past couple years have increased fiber construction demand. The resulting increase in construction labor rates increased the cost of enabling units to be capable of receiving our fiber broadband services.
Thus far, we believe these factors have contributed to a delay in our Quantum Fiber buildouts, but otherwise have not had a significant impact on our business results.
In 2022 and 2021, we believe these factors contributed to a delay in attaining our Quantum Fiber buildout targets.