Biggest changeAdjusted EBITDA should not be construed as a better measurement than operating income, operating cash flow, net income, or earnings per share, as determined under GAAP. Asset-Light Adjusted EBITDA Year Ended December 31 2022 2021 2020 ArcBest Segment Operating Income (1) $ 52,725 $ 46,397 $ 9,655 Depreciation and amortization (2) 20,730 11,387 9,714 Change in fair value of contingent consideration (3) 18,300 — — Gain on sale of subsidiary (4) (402) (6,923) — Adjusted EBITDA $ 91,353 $ 50,861 $ 19,369 FleetNet Segment Operating Income (1) $ 5,825 $ 4,544 $ 3,367 Depreciation and amortization (2) 1,880 1,661 1,622 Adjusted EBITDA $ 7,705 $ 6,205 $ 4,989 Total Asset-Light Operating Income (1) $ 58,550 $ 50,941 $ 13,022 Depreciation and amortization (2) 22,610 13,048 11,336 Change in fair value of contingent consideration (3) 18,300 — — Gain on sale of subsidiary (4) (402) (6,923) — Adjusted EBITDA $ 99,058 $ 57,066 $ 24,358 (1) The calculation of Adjusted EBITDA as presented in this table begins with operating income as the most directly comparable GAAP measure.
Biggest changeAsset-Light Adjusted EBITDA should not be construed as a better measurement than operating income (loss), operating cash flow, net income, or earnings per share, as determined under GAAP. Asset-Light Adjusted EBITDA Year Ended December 31 2023 2022 2021 ($ thousands) Operating Income (Loss) (1) $ (12,271) $ 52,725 $ 46,397 Depreciation and amortization (2) 20,370 20,730 11,387 Change in fair value of contingent consideration (3) (19,100) 18,300 — Lease impairment charges (4) 14,407 — — Legal settlement (5) 9,500 — — Gain on sale of subsidiary (6) — (402) (6,923) Asset-Light Adjusted EBITDA $ 12,906 $ 91,353 $ 50,861 (1) The calculation of Asset-Light Adjusted EBITDA as presented in this table begins with operating income as the most directly comparable GAAP measure.
Management also believes Adjusted EBITDA to be relevant and useful information, as EBITDA is a standard measure commonly reported and widely used by analysts, investors, and others to measure financial performance of asset-light businesses and the ability to service debt obligations.
Management also believes Asset-Light Adjusted EBITDA to be relevant and useful information, as EBITDA is a standard measure commonly reported and widely used by analysts, investors, and others to measure financial performance of asset-light businesses and the ability to service debt obligations.
We also utilize certain software applications provided by third parties; provide underlying data to third parties; grant access to certain of our systems to third parties who provide certain outsourced administrative functions or other services; and increasingly store and transmit data with our customers and third parties by means of connected information technology systems, any of which may increase the risk of a data privacy breach or other cybersecurity incident.
We also utilize certain software applications provided by third parties; provide underlying data to third parties; grant access to certain of our systems to third parties who provide certain outsourced administrative functions or other services; and increasingly store and transmit data with our customers and third parties by means of connected information technology (“IT”) systems, any of which may increase the risk of a data privacy breach or other cybersecurity incident.
ITEM 7. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATION S ArcBest Corporation ™ (together with its subsidiaries, the “Company,” “ArcBest ® ,” “we,” “us,” and “our”) is a multibillion-dollar integrated logistics company that leverages technology and a full suite of shipping and logistics solutions to meet our customers’ supply chain needs.
ITEM 7. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATION S ArcBest Corporation ™ (together with its subsidiaries, the “Company,” “ArcBest ® ,” “we,” “us,” and “our”) is a multibillion-dollar integrated logistics company that leverages our technology and a full suite of solutions to meet our customers’ supply chain needs.
These statistics are defined within the key indicators below and referred to throughout the discussion of the results of our Asset-Based segment: ● Overall customer demand for Asset-Based transportation services, including the impact of economic factors. ● Volume of transportation services provided and processed through our network, which influences operating leverage as the level of tonnage and number of shipments vary, primarily measured by: Pounds or Tonnage – total weight of shipments processed during the period in U.S. pounds or U.S. tons. Pounds per day or Tonnage per day (average daily shipment weight) – pounds or tonnage divided by the number of workdays in the period. Shipments per day – total number of shipments moving through the Asset-Based freight network during the period divided by the number of workdays in the period. Pounds per shipment (weight per shipment) – total pounds divided by the number of shipments during the period. Average length of haul (miles) – total miles between origin and destination service centers for all shipments (including shipments moved with purchased transportation) during the period, with miles based on the size of shipments. ● Prices obtained for services, including fuel surcharges, primarily measured by: Billed revenue per hundredweight, including fuel surcharges (yield) – revenue per 100 pounds of shipment weight, including fuel surcharges, systematically calculated as shipments are processed in the Asset-Based freight network.
These statistics are defined within the key indicators below and referred to throughout the discussion of the results of our Asset-Based segment: ● Overall customer demand for Asset-Based transportation services, including the impact of economic factors. ● Volume of transportation services provided and processed through our network which influences operating leverage as the level of tonnage and number of shipments vary, primarily measured by: Pounds or Tonnage – total weight of shipments processed during the period in U.S. pounds or U.S. tons. Tonnage per day (average daily shipment weight) – tonnage divided by the number of workdays in the period. Shipments per day – total number of shipments moving through the Asset-Based freight network during the period divided by the number of workdays in the period. Pounds per shipment (weight per shipment) – total pounds divided by the number of shipments during the period. Average length of haul (miles) – total miles between origin and destination service centers for all shipments (including shipments moved with purchased transportation) during the period. ● Prices obtained for services, including fuel surcharges, primarily measured by: Billed revenue per hundredweight, including fuel surcharges (yield) – revenue per 100 pounds of shipment weight, including fuel surcharges, systematically calculated as shipments are processed in the Asset-Based freight network.
To better align fuel surcharges to fuel- and energy-related expenses and provide more stability to account profitability as fuel prices change, we may, from time to time, revise our standard fuel surcharge program, which impacts approximately one-third of Asset-Based shipments and primarily affects noncontractual customers.
Department of Energy. To better align fuel surcharges to fuel- and energy-related expenses and provide more stability to account profitability as fuel prices change, we may, from time to time, revise our standard fuel surcharge program, which impacts approximately one-third of Asset-Based shipments and primarily affects noncontractual customers.
A significant disruption in our information technology systems or a significant cybersecurity incident, including denial of service, system failure, security breach, intentional or inadvertent acts by employees or vendors with access to our systems or data, disruption by malware, or other damage, could interrupt or delay our operations, damage our reputation, cause a loss of customers, cause errors or delays in financial reporting, result in violation of privacy laws, expose us to a risk of loss or litigation, and/or cause us to incur significant time and expense to remedy such an event. We have experienced incidents involving attempted denial of service attacks, malware attacks, and other events intended to disrupt information systems, wrongfully obtain valuable information, or cause other types of malicious events that could have resulted in harm to our business.
A significant disruption in our IT systems or a significant cybersecurity incident, including denial of service, system failure, security breach, intentional or inadvertent acts by employees or vendors with access to our systems or data, disruption by malware, or other damage, could interrupt or delay our operations, damage our reputation, cause a loss of customers, cause errors or delays in financial reporting, result in violation of privacy laws, expose us to a risk of loss or litigation, and/or cause us to incur significant time and expense to remedy such an event. We have experienced incidents involving attempted denial of service attacks, malware attacks, and other events intended to disrupt information systems, wrongfully obtain valuable information, or cause other types of malicious events that could have resulted in harm to our business.
These key indicators are used by management to evaluate segment operating performance and measure the effectiveness of strategic initiatives in the results of our Asset-Light segments. We quantify certain key indicators using key operating statistics which are important measures in analyzing segment operating results from period to period.
These key indicators are used by management to evaluate segment operating performance and measure the effectiveness of strategic initiatives in the results of our Asset-Light segment. We quantify certain key indicators using key operating statistics which are important measures in analyzing segment operating results from period to period.
Generally, freight is rated by a class system, which is established by the National Motor Freight Traffic Association, Inc. Light, bulky freight typically has a higher class and is priced at a higher revenue per hundredweight than dense, heavy freight.
Generally, LTL freight is rated by a class system, which is established by the National Motor Freight Traffic Association, Inc. Light, bulky freight typically has a higher class and is priced at a higher revenue per hundredweight than dense, heavy freight.
Changes in the rated class and packaging of the freight, along with changes in other freight profile factors, such as average shipment size; average length of haul; freight density; and customer and geographic mix, can affect the average billed revenue per hundredweight measure. Approximately 20% to 25% of our Asset-Based business is subject to base LTL tariffs, which are affected by general rate increases, combined with individually negotiated discounts.
Changes in the rated class and packaging of the freight, along with changes in other freight profile factors, such as average shipment size; average length of haul; freight density; and customer and geographic mix, can affect the average billed revenue per hundredweight measure. Approximately 20% of our Asset-Based business is subject to base LTL tariffs, which are affected by general rate increases, subject to individually-negotiated discounts.
However, management believes that certain non-GAAP performance measures and ratios, such as Adjusted EBITDA, which is utilized for internal analysis, provide analysts, investors, and others the same information that we use internally for purposes of assessing our core operating performance and provides meaningful comparisons between current and prior period results, as well as important information regarding performance trends.
However, management believes that certain non-GAAP performance measures and ratios, such as Asset-Light Adjusted EBITDA, which is utilized for internal analysis, provide analysts, investors, and others the same information that we use internally for purposes of assessing our core operating performance and provides meaningful comparisons between current and prior period results, as well as important information regarding performance trends.
MD&A is comprised of the following: ● Results of Operations includes: ● an overview of consolidated results with 2022 compared to 2021, and a consolidated Adjusted Earnings Before Interest, Taxes, Depreciation, and Amortization (“Adjusted EBITDA”) reconciliation to net income; ● a financial summary and analysis of our Asset-Based segment results of 2022 compared to 2021, including a discussion of key actions and events that impacted the results; ● a financial summary and analysis of the results of our Asset-Light operations for 2022 compared to 2021, including a discussion of key actions and events that impacted the results; and ● a discussion of other matters impacting operating results, including effects of inflation, current economic conditions, environmental and legal matters, and information technology and cybersecurity. ● Liquidity and Capital Resources provides an analysis of key elements of the cash flow statements, borrowing capacity, and contractual cash obligations, including a discussion of financing arrangements and financial commitments. ● Income Taxes provides an analysis of the effective tax rates and deferred tax balances, including deferred tax asset valuation allowances. ● Critical Accounting Policies and Estimates discusses those accounting policies that are important to understanding certain material judgments and assumptions incorporated in the reported financial results. ● Recent Accounting Pronouncements discusses accounting standards that are not yet effective for our financial statements but are expected to have a material effect on our future results of operations or financial condition. RESULTS OF OPERATIONS This Results of Operations section of MD&A generally discusses 2022 and 2021 items and year-to-year comparisons between 2022 and 2021.
MD&A is comprised of the following: ● Results of Operations includes: ● an overview of consolidated results with 2023 compared to 2022, and a consolidated Adjusted Earnings Before Interest, Taxes, Depreciation, and Amortization (“Adjusted EBITDA”) reconciliation to net income; ● a financial summary and analysis of our Asset-Based segment results of 2023 compared to 2022, including a discussion of key actions and events that impacted the results; ● a financial summary and analysis of the results of our Asset-Light segment for 2023 compared to 2022, including a discussion of key actions and events that impacted the results; and ● a discussion of other matters impacting operating results, including effects of inflation, current economic conditions, environmental and legal matters, and information technology and cybersecurity. ● Liquidity and Capital Resources provides an analysis of key elements of the cash flow statements, borrowing capacity, and contractual cash obligations, including a discussion of financing arrangements and financial commitments. ● Income Taxes provides an analysis of the effective tax rates and deferred tax balances, including deferred tax asset valuation allowances. ● Critical Accounting Policies and Estimates discusses those accounting policies that are important to understanding certain material judgments and assumptions incorporated in the reported financial results. ● Recent Accounting Pronouncements discusses accounting standards that are not yet effective for our financial statements but are expected to have a material effect on our future results of operations or financial condition. 39 Table of Contents RESULTS OF OPERATIONS This Results of Operations section of MD&A generally discusses 2023 and 2022 items and year-to-year comparisons between 2023 and 2022.
The liability for contingent consideration is remeasured at each quarterly reporting date, and any change in fair value as a result of the recurring assessments is recognized in operating income. See Note D to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K.
The liability for contingent consideration is remeasured at each quarterly reporting date, and any change in fair value as a result of the recurring assessments is recognized in operating income. See Note C to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K.
Goodwill is recorded as the excess of an acquired entity’s purchase price over the value of the amounts assigned to identifiable assets acquired and liabilities assumed. Goodwill is not amortized, but rather is evaluated for impairment annually or more frequently if indicators of impairment exist. The annual impairment testing on the goodwill balances was performed as of October 1, 2022.
Goodwill is recorded as the excess of an acquired entity’s purchase price over the value of the amounts assigned to identifiable assets acquired and liabilities assumed. Goodwill is not amortized, but rather is evaluated for impairment annually or more frequently if indicators of impairment exist. The annual impairment testing on the goodwill balances was performed as of October 1, 2023.
Billed revenue used for calculating revenue per hundredweight measurements is not adjusted for the portion of revenue deferred for financial statement purposes. ● Ability to manage cost structure, primarily in the area of salaries, wages, and benefits (“labor”), with the total cost structure primarily measured by: Operating ratio – the percent of operating expenses to revenue levels. We also quantify certain key operating statistics which are used by management to evaluate productivity of operations within the Asset-Based freight network and to measure the effectiveness of strategic initiatives to manage the segment’s cost structure from period to period.
Billed revenue used for calculating revenue per hundredweight measurements is not adjusted for the portion of revenue deferred for financial statement purposes. ● Ability to manage cost structure, primarily in the area of salaries, wages, and benefits (“labor”), with the total cost structure primarily measured by: Operating ratio – the percent of operating expenses to revenue levels. We also quantify certain key operating statistics, which are used by management to evaluate productivity of operations within the Asset-Based freight network and to measure the effectiveness of strategic initiatives to 43 Table of Contents manage the segment’s cost structure from period to period.
The segment’s operating results will continue to be impacted by further changes in fuel prices and the related fuel surcharges. Labor Costs Our Asset-Based labor costs, including retirement and healthcare benefits for contractual employees that are provided by a number of multiemployer plans (see Note J to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K), are impacted by contractual obligations under the 2018 ABF NMFA and other related supplemental agreements.
The segment’s operating results will continue to be impacted by further changes in fuel prices and the related fuel surcharges. Labor Costs Our Asset-Based labor costs, including retirement and healthcare benefits for contractual employees that are provided by a number of multiemployer plans (see Note K to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K), are impacted by contractual obligations under the 2023 ABF NMFA and other related supplemental agreements.
The use of certain non-GAAP measures improves comparability in analyzing our performance because it removes the impact of items from operating results that, in management’s opinion, do not reflect our core operating performance. Management uses Adjusted EBITDA as a key measure of performance and for business planning.
The use of certain non-GAAP measures improves comparability in analyzing our performance because it removes the impact of items from operating results that, in management’s opinion, do not reflect our core operating performance. Management uses Asset-Light Adjusted EBITDA as a key measure of performance and for business planning.
As previously outlined, the 2018 ABF NMFA provided for ABF Freight’s contributions to multiemployer pension plans to remain at the rates that were paid under the prior labor agreement with the IBT, while wage rates and health and welfare contribution rates for most plans increased annually in accordance with the terms of the 2018 ABF NMFA.
As previously outlined, the 2023 ABF NMFA provided for ABF Freight’s contributions to multiemployer pension plans to remain at the rates that were paid under the prior labor agreement with the IBT, while wage rates and health and welfare contribution rates for most plans increased annually in accordance with the terms of the 2023 ABF NMFA.
A-100-basis point decrease in the discount rate would increase the liability by $3.0 million. The liability for contingent earnout consideration is remeasured at each quarterly reporting date, and any change in fair value as a result of the recurring assessments is recognized in operating income.
A 100-basis point decrease in the discount rate would increase the liability by $3.6 million. The liability for contingent earnout consideration is remeasured at each quarterly reporting date, and any change in fair value as a result of the recurring assessments is recognized in operating income.
Additionally, Adjusted EBITDA is a primary component of the financial covenants contained in our Fourth Amended and Restated Credit Agreement (see Note H to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K).
Additionally, Adjusted EBITDA is a primary component of the financial covenants contained in our Fourth Amended and Restated Credit Agreement (see Note I to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K).
However, various factors, including the amount of pre-tax income as well as benefits recognized in the income statement upon settlement of share-based payment awards, caused our full year 2022 effective tax rate to vary significantly from the statutory rate.
However, various factors, including the amount of pre-tax income as well as benefits recognized in the income statement upon settlement of share-based payment awards, caused our full year 2023 effective tax rate to vary significantly from the statutory rate.
Other companies may calculate Adjusted EBITDA differently; therefore, our calculation of Adjusted EBITDA may not be comparable to similarly titled measures of other companies. Non-GAAP financial measures should be viewed in addition to, and not as an alternative for, our reported results.
Other companies may calculate adjusted EBITDA differently; therefore, our calculation of Asset-Light Adjusted EBITDA may not be comparable to similarly titled measures of other companies. Non-GAAP financial measures should be viewed in addition to, and not as an alternative for, our reported results.
Changes in salaries, wages, and benefits expense and shared services expenses, which include labor 43 Table of Contents costs related to ABF Freight’s portion of company-wide functions, as a percentage of revenues are discussed in the following Asset-Based Segment Results section. ABF Freight operates in a highly competitive industry comprised primarily of nonunion motor carriers.
Changes in salaries, wages, and benefits expense and shared services expenses, which include labor costs related to ABF Freight’s portion of company-wide functions, as a percentage of revenues are discussed in the following Asset-Based Segment Results section. ABF Freight operates in a highly competitive industry comprised primarily of nonunion motor carriers.
Any significant failure or other disruption in our critical information systems, including denial 53 Table of Contents of service ransomware, and other cybersecurity attacks and incidents that impact the availability, reliability, speed, accuracy, or other proper functioning of these systems or that result in proprietary information or sensitive or confidential data, including personal information of customers, employees and others, being compromised could have a significant impact on our operations.
Any significant failure or other disruption in our critical information systems, including denial of service, ransomware, and other cybersecurity attacks and incidents that impact the availability, reliability, speed, accuracy, or other proper functioning of these systems or that result in proprietary information or sensitive or confidential data, including personal information of customers, employees and others, being compromised could have a significant impact on our operations.
In addition to our focus on sustainability of our equipment and facilities, we continue our commitment to advance environmental, social and governance initiatives that are critical to our business and our customers’ businesses by investing in innovative technologies, developing our employees, and enhancing our capabilities and services for customers. We are involved in various legal actions, the majority of which arise in the ordinary course of business.
In addition to our focus on sustainability of our equipment and facilities, we continue our commitment to advance environmental and social issues that are critical to our business and our customers’ businesses by investing in innovative technologies, developing our employees, and enhancing our capabilities and services for customers. We are involved in various legal actions, the majority of which arise in the ordinary course of business.
We also provide employee awareness training around phishing, malware, and other cyber risks. Despite our efforts, due to the increasing sophistication of cyber criminals and the development of new techniques for attack, we may be unable to anticipate or promptly detect, or implement adequate protective or remedial measures against, the activities of perpetrators of cyberattacks.
We also provide employee awareness training around phishing, malware, and other cyber risks. Despite our efforts, due to the increasing sophistication of cyber criminals and the development of new techniques for attack, we may be unable to anticipate or promptly detect, or implement adequate protective or remedial measures against, the activities of perpetrators of cybersecurity attacks.
We must continuously monitor and develop our information technology networks and infrastructure to prevent, detect, address, and mitigate the risk of unauthorized access, misuse, computer viruses, and other events that could have a security impact. We have made and continue to make significant financial investments in technologies and processes to mitigate these risks.
We must continuously monitor and develop our IT networks and infrastructure to prevent, detect, address, and mitigate the risk of unauthorized access, misuse, computer viruses, and other events that could have a security impact. We have made and continue to make significant financial investments in technologies and processes to mitigate these risks.
We have no investments, loans, or any other known contractual arrangements with unconsolidated special-purpose entities, variable interest entities, or financial partnerships and have no outstanding loans with our executive officers or directors. 56 Table of Contents ABF Freight has a withdrawal liability that was triggered when its multiemployer pension plan obligation with the New England Teamsters Trucking Industry Pension Fund was restructured under a transition agreement in 2018.
We have no investments, loans, or any other known contractual arrangements with unconsolidated special-purpose entities, variable interest entities, or financial partnerships and have no outstanding loans with our executive officers or directors. ABF Freight has a withdrawal liability that was triggered when its multiemployer pension plan obligation with the New England Teamsters Trucking Industry Pension Fund was restructured under a transition agreement in 2018.
Our acquisition of MoLo, including detail regarding the initial consideration payment and provision for certain additional cash consideration based on the achievement of certain targets, is discussed further in Note D to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K. Our Asset-Light operations are affected by general economic conditions, as well as several other competitive factors that are more fully described in Part I, Item 1 (Business) and in Part I, Item 1A (Risk Factors) of this Annual Report on 47 Table of Contents Form 10-K.
Our acquisition of MoLo, including detail regarding the initial consideration payment and provision for certain additional cash consideration based on the achievement of certain targets, is discussed further in Note E to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K. Our Asset-Light operations are affected by general economic conditions, as well as several other competitive factors that are more fully described in Part I, Item 1 (Business) and in Part I, Item 1A (Risk Factors) of this Annual Report on Form 10-K.
The scheduled maturities of our operating lease liabilities as of December 31, 2022 are disclosed in Note G to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K. We sponsor an insured postretirement health benefit plan that provides supplemental medical benefits and dental and vision care to certain executive officers.
The scheduled maturities of our operating lease liabilities as of December 31, 2023 are disclosed in Note H to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K. We sponsor an insured postretirement health benefit plan that provides supplemental medical benefits and dental and vision care to certain executive officers.
The fair value of the contingent earnout consideration liability for the MoLo acquisition was determined with the assistance of an independent third-party valuation firm who utilized a Monte Carlo simulation with Level 3 inputs including scenarios of estimated revenues and earnings before interest, taxes, depreciation and amortization to be achieved for the applicable performance periods, volatility factors applied to the simulations, and the discount rate applied, which was 14.0% and 9.0% as of December 31, 2022 and 2021, respectively.
The fair value of the contingent earnout consideration liability for the MoLo acquisition was determined with the assistance of an independent third-party valuation firm who utilized a Monte Carlo simulation with Level 3 inputs including scenarios of estimated revenues and earnings before interest, taxes, depreciation and amortization (“EBITDA”) to be achieved for the applicable performance periods, volatility factors applied to the simulations, and the discount rate applied, which was 13.3% and 14.0% as of December 31, 2023 and 2022, respectively.
We estimate these amounts based on the expected discounts earned by customers, and revenue is recognized using these estimates. Revenue adjustments may also occur due to rating or other billing adjustments. We estimate revenue adjustments based on historical information, and revenue is recognized accordingly at the time of shipment.
We estimate these amounts based on the expected discounts earned by customers, and revenue is recognized using these estimates. Revenue adjustments may also occur due to rating or other billing adjustments. We estimate revenue 63 Table of Contents adjustments based on historical information, and revenue is recognized accordingly at the time of shipment.
Throughout 2022, the fuel surcharge mechanism generally continued to have market acceptance among customers; however, certain nonstandard pricing arrangements have limited the amount of fuel surcharge recovered.
Throughout 2023, the fuel surcharge mechanism generally continued to have market acceptance among customers; however, certain nonstandard pricing arrangements have limited the amount of fuel surcharge recovered.
Management is not aware of any current cybersecurity incident that has had a material effect on our operations, although there can be no assurances that a cyber incident that could have a material impact to our operations could not occur. 54 Table of Contents LIQUIDITY AND CAPITAL RESOURCES Our primary sources of liquidity are cash, cash equivalents, and short-term investments, cash generated by operations, and borrowing capacity under our revolving credit facility or our accounts receivable securitization program. This Liquidity and Capital Resources section of MD&A generally discusses 2022 and 2021 items and year-to-year comparisons between 2022 and 2021.
Management is not aware of any current cybersecurity incident that has had a material effect on our operations, although there can be no assurances that a cyber incident that could have a material impact to our operations could not occur. LIQUIDITY AND CAPITAL RESOURCES Our primary sources of liquidity are cash, cash equivalents, and short-term investments; cash generated by continuing operations; and borrowing capacity under our revolving credit facility or our accounts receivable securitization program. This Liquidity and Capital Resources section of MD&A generally discusses 2023 and 2022 items and year-to-year comparisons between 2023 and 2022.
As of December 31, 2022, estimated projected payments, net of retiree premiums, related to postretirement health benefits total $0.7 million for the next year and $7.3 million for the next 10 years. These projected amounts are subject to change based upon increases and other changes in premiums and medical costs and continuation of the plan for current participants.
As of December 31, 2023, estimated projected payments, net of retiree premiums, related to postretirement health benefits total $0.7 million for the next year and $7.5 million for the next 10 years. These projected amounts are subject to change based upon increases and other changes in premiums and medical costs and continuation of the plan for current participants.
Due to taxable income, there is no need for a valuation allowance on federal net operating loss carryforwards at December 31, 2022.
Due to taxable income, there is no need for a valuation allowance on federal net operating loss carryforwards at December 31, 2023.
Although we strive to carefully select our third-party vendors, we do not control their actions and any problems caused by or impacting these third parties, including cyberattacks and security breaches at a vendor, could result in claims, litigation, losses, and/or liabilities and materially adversely affect our ability to provide service to our customers and otherwise conduct our business. Our information technology systems are protected through physical and software safeguards as well as backup systems considered appropriate by management.
Although we strive to carefully select our third-party vendors, we do not control their actions and any problems caused by or impacting these third parties, including cybersecurity attacks and security breaches at a vendor, could result in claims, litigation, losses, and/or liabilities and materially adversely affect our ability to provide service to our customers and otherwise conduct our business. Our IT systems are protected through physical and software safeguards as well as backup systems considered appropriate by management.
Economic factors and the industry environment were considered in assessing recoverability of long-lived assets, including revenue equipment (primarily tractors and trailers used in our Asset-Based operations and trailers used in our expedite and 60 Table of Contents dedicated operations).
Economic factors and the industry environment were considered in assessing recoverability of long-lived assets, including revenue equipment (primarily tractors and trailers used in our Asset-Based operations and trailers used in our expedite and dedicated operations).
The CMC is an additional pricing mechanism to better capture the value we provide in transporting these shipments. Fuel The transportation industry is dependent upon the availability of adequate fuel supplies. The Asset-Based segment assesses a fuel surcharge based on the index of national on-highway average diesel fuel prices published weekly by the U.S. Department of Energy.
CMC is an additional pricing mechanism to better capture the value we provide in transporting these shipments. 45 Table of Contents Fuel The transportation industry is dependent upon the availability of adequate fuel supplies. The Asset-Based segment assesses a fuel surcharge based on the index of national on-highway average diesel fuel prices published weekly by the U.S.
A portion of our variable life insurance policies have investments, through separate accounts, in equity and fixed income securities and, therefore, are subject to market volatility.
A portion of our variable life insurance policies 41 Table of Contents have investments, through separate accounts, in equity and fixed income securities and, therefore, are subject to market volatility.
Discussions of 2020 items and year-to-year comparisons between 2021 and 2020 that are not included in this Form 10-K can be found in the Income Taxes section of MD&A in Part II, Item 7 of our Annual Report on Form 10-K for the fiscal year ended December 31, 2021. Our effective tax rate was 24.1% and 23.0% of pre-tax income for 2022 and 2021, respectively.
Discussions of 2021 items and year-to-year comparisons between 2022 and 2021 that are not included in this Form 10-K can be found in the Income Taxes section of MD&A in Part II, Item 7 of our Annual Report on Form 10-K for the fiscal year ended December 31, 2022. Our effective tax rate on continuing operations was 23.9% and 24.1% of pre-tax income for 2023 and 2022, respectively.
These state net operating loss carryforwards were reserved by valuation allowances of $0.4 million, and there were additional valuation allowances of $0.2 million related to state research and development tax credits and less than $0.1 million related to state interest expense carryforwards at December 31, 2022.
These state net operating loss carryforwards were reserved by valuation allowances of $0.5 million, and there were additional valuation allowances of $0.2 million related to state research and development tax credits and less than $0.1 million related to state interest expense carryforwards at December 31, 2023.
The evaluation includes an analysis of qualitative factors to determine if it is more likely than not the fair value of the reporting unit is less than its carrying value.
Our annual evaluation typically includes an analysis of qualitative factors to determine if it is more likely than not the fair value of the reporting unit is less than its carrying value.
The January 2023 PMI marks the third consecutive month of economic contraction in the manufacturing sector following the 29-month period of growth in factory activity since the COVID-19 pandemic-related contractions in April and May 2020. The Industrial Production Index issued by the Federal Reserve decreased at an annual rate of 1.7% for fourth quarter 2022.
The January 2024 PMI marks the fifteenth consecutive month of economic contraction in the manufacturing sector following the 29-month period of growth in factory activity since the COVID-19 pandemic-related contractions in April and May 2020. The Industrial Production Index issued by the Federal Reserve decreased at an annual rate of 3.1% for fourth quarter 2023.
As such, there can be no assurances of the potential impact of inflationary conditions on our business. Generally, inflationary increases in labor and fuel costs as they relate to our Asset-Based operations have historically been mostly offset through price increases and fuel surcharges.
As such, there can be no assurances of the potential impact of inflationary conditions on our business, including demand for our transportation services. Generally, inflationary increases in labor and fuel costs as they relate to our Asset-Based operations have historically been mostly offset through price increases and fuel surcharges.
See Note N to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for a description of the Asset-Based segment and additional segment information, including revenues, operating expenses, and operating income for the years ended December 31, 2022, 2021, and 2020. 40 Table of Contents The key indicators necessary to understand the operating results of our Asset-Based segment are outlined below.
See Note O to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for a description of the Asset-Based segment and additional segment information, including revenues, operating expenses, and operating income for the years ended December 31, 2023, 2022, and 2021. The key indicators necessary to understand the operating results of our Asset-Based segment are outlined below.
See Note N to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for descriptions of the ArcBest and FleetNet segments and additional segment information, including revenues, operating expenses, and operating income for the years ended December 31, 2022, 2021, and 2020. The key indicators necessary to understand our Asset-Light operating results are outlined below.
See Note O to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for descriptions of the Asset-Light segment and additional segment information, including revenues, operating expenses, and operating income for the years ended December 31, 2023, 2022, and 2021. The key indicators necessary to understand our Asset-Light segment operating results are outlined below.
(2) The year ended December 31, 2021, represents a gain of $6.9 million related to the sale of the labor services portion of the ArcBest segment’s moving business in second quarter 2021.
(6) The year ended December 31, 2021, represents a gain of $6.9 million related to the sale of the labor services portion of the Asset-Light segment’s moving business in second quarter 2021.
During the next 12 months and for the foreseeable future, we believe existing cash, cash equivalents, short-term investments, cash generated by operating activities, and amounts available under our Credit Facility and our accounts receivable securitization program will be sufficient to finance our operating expenses; fund our ongoing initiatives to grow our business, including investments in technology; repay amounts due under our financing arrangements; and pay contingent earnout consideration related to the 57 Table of Contents MoLo acquisition as it is earned.
During the next 12 months and for the foreseeable future, we believe existing cash, cash equivalents, short-term investments, cash generated by operating activities, and amounts available under our revolving credit facility will be sufficient to finance our operating expenses; fund our ongoing initiatives to grow our business, including investments in technology; repay amounts due under our financing arrangements; and pay contingent earnout consideration related to the MoLo acquisition as it is earned.
See Note O to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for further discussion of the environmental matters to which we are subject. Concern over climate change has led to legislative and regulatory efforts to limit carbon and other greenhouse gas (“GHG”) emissions, and we may incur significant costs to comply with increased regulation related to climate change in the future.
See Note P to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for further discussion of the environmental matters to which we are subject, including additional detail on ABF Freight’s Consent Decree with the EPA. Concern over climate change has led to legislative and regulatory efforts to limit carbon and other greenhouse gas (“GHG”) emissions, and we may incur significant costs to comply with increased regulation related to climate change in the future.
Notes payable, finance leases, and other secured financing may also be used to fund capital expenditures, provided that such arrangements are available, and the terms are acceptable to us. The Agreement and Plan of Merger (the “Merger Agreement”) for our acquisition of MoLo is subject to certain post-closing adjustments which were estimated at closing and provides for additional cash consideration ranging from 44% to 212% of the target payment relative to the achievement of incremental adjusted EBITDA targets of 80% to 300% for years 2023 through 2025.
Notes payable, finance leases, and other secured financing may also be used to fund capital expenditures, provided that such arrangements are available, and the terms are acceptable to us. The Agreement and Plan of Merger (the “Merger Agreement”) for our acquisition of MoLo provides for additional cash consideration ranging from 44% to 212% of the target payment relative to the achievement of incremental adjusted EBITDA targets of 80% to 300% for years 2023 through 2025.
For certain services, we require payment before the services are delivered to the customer. We expense sales commissions when incurred because the amortization period is one year or less. Impairment Assessment of Long-Lived Assets We review our long-lived assets, including property, plant and equipment and capitalized software, which are held and used in our operations, for impairment whenever events or changes in circumstances indicate that the carrying amount of the asset may not be recoverable.
For certain services, we require payment before the services are delivered to the customer. We expense sales commissions when incurred because the amortization period is one year or less. Impairment Assessment of Long-Lived Assets We review our long-lived assets, including property, plant and equipment and operating right-of-use assets, for impairment whenever events or changes in circumstances indicate that the carrying amount of the asset may not be recoverable.
The accumulated benefit obligation of the postretirement health benefit plan accrued in the consolidated balance sheet totaled $12.5 million as of December 31, 2022. We have purchase obligations, consisting of authorizations to purchase and binding agreements with vendors, relating to revenue equipment used in our Asset-Based and Asset-Light operations, other equipment, facility improvements, software, service contracts, and other items for which amounts were not accrued in the consolidated balance sheet as of December 31, 2022.
The accumulated benefit obligation of the postretirement health benefit plan accrued in the consolidated balance sheet totaled $13.7 million as of December 31, 2023. 59 Table of Contents We have purchase obligations, consisting of authorizations to purchase and binding agreements with vendors, relating to revenue equipment used in our Asset-Based and Asset-Light operations, other equipment, facility improvements, software, service contracts, and other items for which amounts were not accrued in the consolidated balance sheet as of December 31, 2023.
(4) Gain relates to the sale of the labor services portion of the ArcBest segment's moving business in second quarter 2021, including the contingent amount recognized in second quarter 2022 when the funds were released from escrow.
(6) Gain relates to the sale of the labor services portion of the Asset-Light segment’s moving business in second quarter 2021, including the contingent amount recognized in second quarter 2022 when the funds were released from escrow.
These 2023 estimated net capital expenditures include revenue equipment purchases of $175.0 million, primarily for our Asset-Based operations, including approximately $60.0 million of previously planned 2022 equipment purchases which were delayed due to supply chain-related manufacturing delays and cancellations and carried over to our 2023 planned expenditures.
These 2024 estimated net capital expenditures include revenue equipment purchases of $155.0 million, primarily for our Asset-Based operations, including approximately $10.2 million of previously planned 2023 equipment purchases which were delayed due to supply chain-related manufacturing delays and cancellations and carried over to our 2024 planned expenditures.
Key performance indicators or operating statistics should 41 Table of Contents be viewed in addition to, and not as an alternative for, our reported results.
Key performance indicators or operating statistics should be viewed in addition to, and not as an alternative for, our reported results.
There can be no assurance that we will be able to secure adequate prices from our customers to maintain or improve our operating results.
There can be no assurance that we will be able to secure adequate prices from this new business or from our existing customers to maintain or improve our operating results.
The need for additional valuation allowances is continually monitored by management. At December 31, 2022 and 2021, there was a reserve for uncertain tax positions of $0.9 million related to credits taken on federal returns. Financial reporting income differs significantly from taxable income because of items such as bonus or accelerated depreciation for tax purposes, and a significant number of liabilities such as vacation pay, workers’ compensation reserves, and other liabilities, which, for tax purposes, are generally deductible only when paid.
The need for additional valuation allowances is continually monitored by management. At December 31, 2023 and 2022, there was a reserve for uncertain tax positions of $0.9 million related to credits taken on federal returns, of which $0.5 million will reverse in the second quarter of 2024 upon the expiration of the statute of limitations. Financial reporting income differs significantly from taxable income because of items such as bonus or accelerated depreciation for tax purposes, and a significant number of liabilities such as vacation pay, workers’ compensation reserves, and other liabilities, which, for tax purposes, are generally deductible only when paid.
For the year ended December 31, 2022, financial reporting income exceeded taxable income, and for the year ended December 31, 2021, taxable income exceeded financial reporting income. We made $148.7 million of federal, state, and foreign tax payments during the year ended December 31, 2022, and received refunds of $42.3 million of federal, state, and foreign taxes that were paid in prior years. Management expects the cash outlays for income taxes will be less than reported income tax expense in 2023 due primarily to the effect of 80% bonus depreciation on qualified depreciable assets in 2023 as allowed under the Tax Reform Act of 59 Table of Contents 1986 (the “Tax Reform Act”), as amended.
For the years ended December 31, 2023 and 2022 financial reporting income exceeded taxable income. We made $115.7 million of federal, state, and foreign tax payments during the year ended December 31, 2023, and received refunds of $36.4 million of federal, state, and foreign taxes that were paid in prior years. Management expects the cash outlays for income taxes will be less than reported income tax expense in 2024 due primarily to the effect of 60% bonus depreciation on qualified depreciable assets in 2024 as allowed under the Tax Reform Act of 1986 (the “Tax Reform Act”), as amended.
Significant declines in our business levels or other changes in cash flow assumptions or other factors that negatively impact the fair value of the operations of our reporting units could result in impairment and a resulting noncash write-off of a significant portion of the goodwill and intangible assets of our ArcBest segment, which would have an adverse effect on our financial condition and operating results. Effects of Inflation As previously discussed, inflation remains at record high levels.
Significant declines in our business levels or other changes in cash flow assumptions or other factors that negatively impact the fair value of the operations of our reporting units could result in impairment and a resulting noncash write-off of a significant portion of the goodwill and intangible assets of our Asset-Light segment, which would have an adverse effect on our financial condition and operating results. Effects of Inflation Inflation remains above normal levels.
For the ArcBest segment, amortization of acquired intangibles totaled $12.9 million, $5.3 million, and $3.7 million for 2022, 2021, and 2020, respectively, and is expected to total approximately $13.0 million for 2023. (3) Represents the increase in fair value of the contingent earnout consideration recorded for the MoLo acquisition.
Amortization of acquired intangibles totaled $12.8 million, $12.9 million, and $5.3 million for 2023, 2022, and 2021, respectively, and is expected to total approximately $13.0 million for 2024. (3) Represents the change in fair value of the contingent earnout consideration recorded for the MoLo acquisition.
The measure is particularly meaningful for analysis of our operating performance, because it excludes amortization of acquired intangibles and software of the Asset-Light businesses, changes in the fair value of contingent earnout consideration, gain on sale of subsidiary, and transaction costs, which are significant expenses or gains resulting from strategic decisions rather than core daily operations.
The measure is particularly meaningful for analysis of our operating performance, because it excludes amortization of acquired intangibles and software of the Asset-Light segment, changes in the fair value of contingent earnout consideration and equity investment, lease impairment charges, estimated legal settlement expenses of the Asset-Light segment, gain on sale of subsidiary, and transaction costs, which are significant expenses or gains resulting from strategic decisions or other factors rather than core daily operations.
As of December 31, 2022, payments due within one year under the withdrawal liability settlement total $1.6 million and total payments, which are due over the next 19 years, total $29.8 million. As of December 31, 2022, the outstanding withdrawal liability recognized in the consolidated balance sheet for this obligation totaled $20.1 million.
As of December 31, 2023, payments due within one year under the withdrawal liability settlement total $1.6 million and total payments, which are due over the next 18 years, total $28.2 million. As of December 31, 2023, the outstanding withdrawal liability recognized in the consolidated balance sheet for this obligation totaled $19.4 million.
Depreciation and amortization expense, excluding amortization of intangibles, is estimated to be approximately $130.0 million in 2023.
Depreciation and amortization expense, excluding amortization of intangibles, is estimated to be approximately $142.0 million in 2024.
A 10% increase in the estimate of IBNR would increase the total 2022 expense for workers’ compensation and third-party casualty claims by approximately $5.7 million.
A 10% increase in the estimate of IBNR would increase the total 2023 expense for workers’ compensation and third-party casualty claims by approximately $6.8 million.
(4) Represents costs associated with the acquisition of MoLo. Asset-Based Operations Asset-Based Segment Overview The Asset-Based segment consists of ABF Freight System, Inc., a wholly owned subsidiary of ArcBest Corporation, and certain other subsidiaries. Our Asset-Based segment operates one of North America’s largest less-than-truckload (“LTL”) networks providing freight transportation services.
(7) Represents costs associated with the acquisition of MoLo. 42 Table of Contents Asset-Based Operations Asset-Based Segment Overview The Asset-Based segment consists of ABF Freight System, Inc., a wholly owned subsidiary of ArcBest Corporation, and certain other subsidiaries. Our Asset-Based segment provides freight transportation services through one of North America’s largest less-than-truckload (“LTL”) carriers.
Further, ABF Freight could also trigger complete or partial withdrawal liability from certain multiemployer pension plans through, among other things, mergers and other fundamental corporate transactions and as a result of operational changes, site closures and job losses, which could result in material liabilities. 44 Table of Contents Asset-Based Segment Results The following table sets forth a summary of operating expenses and operating income as a percentage of revenue for the Asset-Based segment: Year Ended December 31 2022 2021 2020 Asset-Based Operating Expenses (Operating Ratio) Salaries, wages, and benefits 43.0 % 46.6 % 52.4 % Fuel, supplies, and expenses 12.6 10.3 10.0 Operating taxes and licenses 1.7 1.9 2.4 Insurance 1.6 1.5 1.6 Communications and utilities 0.6 0.7 0.8 Depreciation and amortization 3.2 3.6 4.5 Rents and purchased transportation 14.6 14.2 12.0 Shared services 9.4 10.2 10.4 Gain on sale of property and equipment (0.4) (0.3) (0.2) Innovative technology costs (1) 0.9 1.1 1.1 Other 0.1 0.1 0.3 87.3 % 89.9 % 95.3 % Asset-Based Operating Income 12.7 % 10.1 % 4.7 % (1) Represents costs associated with the freight handling pilot test program at ABF Freight. The following table provides a comparison of key operating statistics for the Asset-Based segment, as previously defined in the Asset-Based Segment Overview: Year Ended December 31 2022 2021 % Change Workdays (1) 252.0 252.0 Billed revenue per hundredweight, including fuel surcharges $ 45.45 $ 39.70 14.5 % Pounds 6,608,704,806 6,507,706,432 1.6 % Pounds per day 26,225,019 25,824,232 1.6 % Shipments per day 19,895 19,610 1.5 % Shipments per DSY hour 0.428 0.447 (4.3) % Pounds per shipment 1,318 1,317 0.1 % Pounds per mile 18.71 18.79 (0.4) % Average length of haul (miles) 1,090 1,097 (0.6) % (1) Workdays represent the number of operating days during the period after adjusting for holidays and weekends. Asset-Based Revenues Asset-Based segment revenues totaled $3.0 billion and $2.6 billion for the year ended December 31, 2022 and 2021, respectively.
Further, ABF Freight could also trigger complete or partial withdrawal liability from certain multiemployer pension plans through, among other things, mergers and other fundamental corporate transactions and as a result of operational changes, site closures and job losses, which could result in material liabilities. Asset-Based Segment Results The following table sets forth a summary of operating expenses and operating income as a percentage of revenue for the Asset-Based segment: Year Ended December 31 2023 2022 2021 Asset-Based Operating Expenses (Operating Ratio) Salaries, wages, and benefits 48.1 % 43.0 % 46.6 % Fuel, supplies, and expenses 12.6 12.6 10.3 Operating taxes and licenses 1.9 1.7 1.9 Insurance 1.8 1.6 1.5 Communications and utilities 0.7 0.6 0.7 Depreciation and amortization 3.6 3.2 3.6 Rents and purchased transportation 11.8 14.6 14.2 Shared services 9.7 9.4 10.2 (Gain) loss on sale of property and equipment and lease impairment charges — (0.4) (0.3) Innovative technology costs (1) 0.8 0.9 1.1 Other 0.2 0.1 0.1 91.2 % 87.3 % 89.9 % Asset-Based Operating Income 8.8 % 12.7 % 10.1 % (1) Represents costs associated with the freight handling pilot test program at ABF Freight, as further discussed in the Asset-Based Operating Income section. The following table provides a comparison of key operating statistics for the Asset-Based segment, as previously defined in the Asset-Based Segment Overview: Year Ended December 31 2023 2022 % Change Workdays (1) 251.5 252.0 Billed revenue per hundredweight, including fuel surcharges $ 44.46 $ 45.45 (2.2) % Tonnage (tons) 3,220,013 3,304,352 (2.6) % Tonnage per day 12,803 13,113 (2.4) % Shipments per day 20,529 19,895 3.2 % Shipments per DSY hour 0.425 0.428 (0.7) % Pounds per shipment 1,247 1,318 (5.4) % Pounds per mile 18.87 18.71 0.9 % Average length of haul (miles) 1,092 1,090 0.2 % (1) Workdays represent the number of operating days during the period after adjusting for holidays and weekends. 47 Table of Contents Asset-Based Revenues Asset-Based segment revenues totaled $2.9 billion and $3.0 billion for the year ended December 31, 2023 and 2022, respectively.
Our key performance indicators or operating statistics should not be construed as better measurements of our results than operating income, operating cash flow, net income, or earnings per share, as determined under GAAP. As of December 2022, approximately 82% of our Asset-Based segment’s employees were covered under the ABF National Master Freight Agreement (the “2018 ABF NMFA”), the collective bargaining agreement with the International Brotherhood of Teamsters (the “IBT”), which will remain in effect through June 30, 2023.
Our key performance indicators or operating statistics should not be construed as better measurements of our results than operating income, operating cash flow, net income, or earnings per share, as determined under GAAP. As of December 2023, approximately 82% of our Asset-Based segment’s employees were covered under the ABF National Master Freight Agreement (the “2023 ABF NMFA”), the collective bargaining agreement with the International Brotherhood of Teamsters (the “IBT”), which was ratified on June 30, 2023 by a majority of ABF Freight’s IBT member employees, replacing the prior collective bargaining agreement ratified in 2018 (the “2018 ABF NMFA”).
Higher fuel surcharge revenues associated with increased fuel prices also positively impacted the total billed revenue per hundredweight measure in 2022, compared to 2021. The Asset-Based segment’s average nominal fuel surcharge rate for 2022 increased approximately 16 percentage points from 2021 levels.
Lower fuel surcharge revenues associated with decreased fuel prices also negatively impacted the total billed revenue per hundredweight measure in 2023, compared to 2022. The Asset-Based segment’s average nominal fuel surcharge rate for 2023 decreased approximately 7 percentage points from 2022 levels.
As of December 31, 2022, contractual obligations for operating lease liabilities, primarily related to our Asset-Based service centers, totaled $232.8 million, including imputed interest, for an increase of $24.7 million from December 31, 2021. Operating lease payments due within one year total $31.9 million.
As of December 31, 2023, contractual obligations for operating lease liabilities, primarily related to our Asset-Based service centers, totaled $275.8 million, including imputed interest, for an increase of $43.0 million from December 31, 2022. Operating lease payments due within one year total $40.2 million.
As such, the key operating statistics management uses to evaluate performance of the ArcBest segment exclude managed transportation services transactions. Other companies within our industry may present different key performance indicators or they may calculate their key performance indicators differently; therefore, our key performance indicators may not be comparable to similarly titled measures of other companies.
As such, the key operating statistics management uses to evaluate performance of the Asset-Light segment now include managed transportation services transactions for all periods presented and discussed below. Other companies within our industry may present different key performance indicators or they may calculate their key performance indicators differently; therefore, our key performance indicators may not be comparable to similarly titled measures of other companies.
This measure is particularly meaningful for analysis of our Asset-Light businesses, because it excludes amortization of acquired intangibles and software, changes in the fair value of contingent earnout consideration, and gain on the sale of a subsidiary, which are significant expenses or gains resulting from strategic decisions rather than core daily operations.
This measure is particularly meaningful for analysis of our Asset-Light segment, because it excludes amortization of acquired intangibles and software, changes in the fair value of contingent earnout consideration, lease impairment charges, and estimated legal settlement expenses, which are significant expenses or gains resulting from strategic decisions or other factors rather than core daily operations.
The timing and extent of base price increases on our Asset-Based revenues may not correspond with contractual increases in wage rates and other inflationary increases in cost elements and, as a result, could adversely impact our operating results. Generally, inflationary increases in labor and operating costs related to our Asset-Light operations have historically been offset through price increases.
The timing and extent of base price increases on our Asset-Based revenues may not correspond with contractual increases in wage rates and other inflationary increases in cost elements and, as a result, could adversely impact our operating results.
ABF Freight contributes to other multiemployer health, welfare, and pension plans based generally on the time worked by their contractual employees, as specified in the collective bargaining agreement and other supporting supplemental agreements (see Multiemployer Plans within Note J to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K). Capital Expenditures The following table sets forth our capital expenditures for the periods indicated below: Year Ended December 31 2022 2021 2020 (in thousands) Capital expenditures, gross including notes payable (1) $ 230,648 $ 118,112 $ 105,051 Less financing from notes payable and finance lease obligations 82,425 59,700 61,803 Capital expenditures, net of notes payable and finance leases 148,223 58,412 43,248 Less proceeds from asset sales 19,691 13,815 13,348 Total capital expenditures, net $ 128,532 $ 44,597 $ 29,900 (1) Actual capital expenditures in 2022 and 2021 fell below our estimates due to delays in the original build schedules of our Asset-Based and Asset-Light revenue equipment caused by parts shortages and manufacturing disruptions.
ABF Freight contributes to other multiemployer health, welfare, and pension plans based generally on the time worked by their contractual employees, as specified in the collective bargaining agreement and other supporting supplemental agreements (see Multiemployer Plans within Note K to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K). Capital Expenditures The following table sets forth our capital expenditures for the periods indicated below: Year Ended December 31 2023 2022 2021 (in thousands) Capital expenditures, gross including notes payable (1) $ 252,516 $ 230,648 $ 118,112 Less financing from notes payable 33,495 82,425 59,700 Capital expenditures, net of notes payable 219,021 148,223 58,412 Less proceeds from asset sales 7,763 19,691 13,815 Total capital expenditures, net $ 211,258 $ 128,532 $ 44,597 (2) Actual capital expenditures in 2023 and 2022 fell below our estimates due to delays in the original build schedules of our Asset-Based and Asset-Light revenue equipment caused by parts shortages and manufacturing disruptions and, for 2023, delays in some real estate facility projects. For 2024, our total capital expenditures, including amounts financed, are estimated to range from $325.0 million to $375.0 million, net of asset sales.
We funded capital expenditures, net of proceeds from asset sales, of $128.5 million in 2022, including property purchases and the renovation of properties for our Asset-Based network; financed an additional $82.4 million of revenue equipment for our Asset-Based operations; and invested $17.3 million in internally developed software.
We funded capital expenditures, net of proceeds from asset sales and equipment financings, of $211.2 million in 2023, including property purchases and the renovation of properties for our Asset-Based network; financed an additional $33.5 million of revenue equipment for our Asset-Based operations; and invested $12.7 million in internally developed software.
The marketplace pricing environment has been positive and rational in support of our efforts to secure needed price increases; however, the competitive environment could limit the Asset-Based segment from securing adequate increases in base LTL freight rates and could limit the amount of fuel surcharge revenue recovered in future periods. Asset-Based Operating Income The Asset-Based segment generated operating income of $381.1 million in 2022, compared to $260.7 million in 2021, with an operating ratio of 87.3% and 89.9%, respectively.
The marketplace pricing environment has remained rational which has benefited our efforts to secure needed price increases, and pricing was strong during the market disruption of 2023; however, the competitive environment could limit the Asset-Based segment from securing adequate increases in base LTL freight rates and could limit the amount of fuel surcharge revenue recovered in future periods. Asset-Based Operating Income The Asset-Based segment generated operating income of $253.2 million in 2023, compared to $381.1 million in 2022, with an operating ratio of 91.2% and 87.3%, respectively.
Total salaries, wages, and benefits, amounted to 43.0% and 46.6% of revenues for 2022 and 2021, respectively.
Total salaries, wages, and benefits, amounted to 48.1% and 43.0% of revenues for 2023 and 2022, respectively.
As pre-tax income or pre-tax losses increase, the impact of non-deductible expenses on the overall rate declines. We had net deferred tax liabilities after valuation allowances of $54.9 million and $59.4 million at December 31, 2022 and 2021, respectively. Valuation allowances for deferred tax assets totaled $1.7 million and $2.2 million at December 31, 2022 and 2021, respectively.
As pre-tax income or pre-tax losses increase, the impact of non-deductible expenses on the overall rate declines. We had net deferred tax liabilities after valuation allowances from continuing operations of $47.6 million and $54.2 million at December 31, 2023 and 2022, respectively.
These statistics are defined within the key indicators below and referred to throughout the discussion of the results of our Asset-Light operations: ● Customer demand for logistics and premium transportation services combined with economic factors which influence the number of shipments or service events used to measure changes in business levels, primarily measured by: Shipments per day – total shipments (excluding managed transportation solutions as discussed below) divided by the number of working days during the period, compared to the same prior-year period, for the ArcBest segment. Service events – roadside, preventative maintenance, or total service events during the period, compared to the same prior-year period, for the FleetNet segment. ● Prices obtained for services, primarily measured by: Revenue per shipment or event – total segment revenue divided by total segment shipments or events during the period (excluding managed transportation solutions for the ArcBest segment as discussed below), compared to the same prior-year period. ● Availability of market capacity and cost of purchased transportation to fulfill customer shipments of the ArcBest segment, with a measure of purchased transportation cost expressed as: Purchased transportation costs as a percentage of revenue – the expense incurred for third-party transportation providers to haul or deliver freight during the period, divided by segment revenues for the period, expressed as a percentage. ● Management of operating costs, primarily in the area of purchased transportation, with the total cost structure primarily measured by: Operating ratio – the percent of operating expenses to revenue levels. Presentation and discussion of the key operating statistics of revenue per shipment and shipments per day for the ArcBest segment exclude statistical data of our managed transportation solutions transactions.
These statistics are defined within the key indicators below and referred to throughout the discussion of the results of our Asset-Light segment: ● Customer demand for logistics and premium transportation services, primarily measured by: Shipments per day – total shipments divided by the number of working days during the period, compared to the same prior-year period. ● Prices obtained for services, primarily measured by: Revenue per shipment – total segment revenue divided by total segment shipments during the period, compared to the same prior-year period. ● Availability of market capacity and cost of purchased transportation to fulfill customer shipments, with a measure of purchased transportation cost expressed as: Purchased transportation costs as a percentage of revenue – the expense incurred for third-party transportation providers to haul or deliver freight during the period, divided by segment revenues for the period, expressed as a percentage. ● Management of operating costs, primarily in the area of purchased transportation, with the total cost structure primarily measured by: Operating ratio – the percent of operating expenses to revenue levels. Presentation and discussion of the key operating statistics of revenue per shipment and shipments per day for the Asset-Light segment previously excluded statistical data of our managed transportation solutions transactions, as inclusion of the data resulted in key operating statistics which were not representative of the operating results of the segment as a whole due to the nature of our managed transportation solutions, which typically involve a larger number of shipments at a significantly lower revenue per shipment level than the segment’s other service offerings.
As of December 31, 2022, the fair value of the outstanding contingent earnout consideration of $112.0 million related to the acquisition of MoLo was recorded in other long-term liabilities.
As of December 31, 2023, the fair value of the outstanding contingent earnout consideration of $92.9 million related to the acquisition of MoLo was recorded in long-term liabilities as the 2023 target was not achieved.