Paycom Software, Inc. (PAYC) FY 2021 MD&A
This page reproduces the company's own Item 7 MD&A text from the linked SEC filing. It is filer text, not grepcent analysis, scoring, or investment advice.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations
This Management’s Discussion and Analysis of Financial Condition and Results of Operations is intended to provide a reader of our financial statements with management’s perspective on our financial condition, results of operations, liquidity, and certain other factors that may affect our future results. The following discussion and analysis of our financial condition and results of operations should be read in conjunction with the audited and unaudited consolidated financial statements (prepared in accordance with accounting principles generally accepted in the United States (“U.S. GAAP”)) and related notes included elsewhere in this Annual Report on Form 10-K (this “Form 10-K”). The following discussion contains forward-looking statements that are subject to risks and uncertainties. See “Special Note Regarding Forward-Looking Statements” for a discussion of the uncertainties, risks, and assumptions associated with those statements. Actual results could differ materially from those discussed in or implied by forward-looking statements as a result of various factors, including those discussed below and elsewhere in this Form 10-K, particularly in the section entitled “Risk Factors.” Unless we state otherwise or the context otherwise requires, the terms “we,” “us,” “our” and the “Company” refer to Paycom Software, Inc. and its consolidated subsidiaries. All amounts presented in tables, other than per share amounts, are in thousands unless otherwise noted.
Overview
We are a leading provider of a comprehensive, cloud-based human capital management (“HCM”) solution delivered as Software-as-a-Service. We provide functionality and data analytics that businesses need to manage the complete employment lifecycle, from recruitment to retirement. Our solution requires virtually no customization and is based on a core system of record maintained in a single database for all HCM functions, including talent acquisition, time and labor management, payroll, talent management and human resources management applications. Our user-friendly software allows for easy adoption of our solution by employees, enabling self-management of their HCM activities in the cloud, which reduces the administrative burden on employers and increases employee productivity.
We generate revenues from (i) fixed amounts charged per billing period plus a fee per employee or transaction processed and (ii) fixed amounts charged per billing period. We do not require clients to enter into long-term contractual commitments with us. Our billing period varies by client based on when each client pays its employees, which may be weekly, bi-weekly, semi-monthly or monthly. We serve a diverse client base in terms of size and industry. None of our clients constituted more than one-half of one percent of our revenues for the year ended December 31, 2021. Our revenues are primarily generated through our sales force that solicits new clients and our client relations representatives who sell new applications to existing clients.
Our continued growth depends on attracting new clients through further penetration of our existing markets and geographic expansion into new markets, targeting a high degree of client employee usage across our solution, and introducing new applications to our existing client base. We believe our ability to continue to develop new applications and to improve existing applications will enable us to increase revenues in the future, and the number of our new applications adopted by our clients has been a significant factor in our revenue growth. In January 2022, we added new sales teams in Las Vegas, Jacksonville, New England and South Jersey, bringing our total to 55 sales teams (including one team consisting of CRRs and inside sales representatives) located in 28 states. We plan to open additional sales offices in the future and leverage virtual sales meetings to further expand our market presence.
Our principal marketing efforts include national and local advertising campaigns, email campaigns, social and digital media campaigns, search engine marketing methods, tradeshows, print advertising and outbound marketing including personalized direct mail campaigns. In addition, we generate leads and build recognition of our brand and thought leadership with relevant and informative content, such as white papers, blogs, podcast episodes and webinars.
Throughout our history, we have built strong relationships with our clients. As the HCM needs of our clients evolve, we believe that we are well-positioned to expand the HCM spending of our clients and we believe this opportunity is significant. To be successful, we must continue to demonstrate the operational and economic benefits of our solution, as well as effectively hire, train, motivate and retain qualified personnel.
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Growth Outlook, Opportunities and Challenges
As a result of our significant revenue growth and geographic expansion, we are presented with a variety of opportunities and challenges. Our payroll application is the foundation of our solution and all of our clients are required to utilize this application in order to access our other applications. Consequently, we have historically generated the majority of our revenues from our payroll applications, although our revenue mix has evolved and will continue to evolve as we develop and add new non-payroll applications to our solution. We believe our strategy of focusing on increased employee usage is key to long-term client satisfaction and client retention. Client adoption of new applications and client employee usage of both new and existing applications have been significant factors in our revenue growth, and we expect the continuation of this trajectory will depend, in part, on the introduction of applications to our existing client base that encourage and promote more employee usage. Moreover, in order to increase revenues and continue to improve our operating results, we must also attract new clients. We intend to obtain new clients by (i) continuing to leverage our sales force productivity within markets where we currently have existing sales offices, (ii) expanding our presence in metropolitan areas where we currently have an existing sales office through adding sales teams or offices, thereby increasing the number of sales professionals within such markets, and (iii) opening sales offices in new metropolitan areas.
Our target client size range is 50 to 10,000 employees. While we continue to serve a diversified client base ranging in size from one employee to many thousands of employees, the average size of our clients has grown significantly as we have organically grown our operations, increased the number of applications we offer and gained traction with larger companies. We believe larger employers represent a substantial opportunity to increase the number of potential clients and to increase our revenues per client, with limited incremental cost to us. Because we charge our clients on a per employee basis for certain services we provide, any increase or decrease in the number of employees of our clients will have a positive or negative impact, respectively, on our results of operations. As discussed in more detail below, client headcount fluctuations are particularly relevant in light of the ongoing COVID-19 pandemic. Generally, we expect that changes in certain factors affecting our performance will correlate with improvement or deterioration in the labor market.
Based on our total revenues, we have grown at a 25% compound annual growth rate from January 1, 2018 through December 31, 2021. Growing our business has resulted in, and will continue to result in, substantial investments in sales professionals, operating expenses, system development and programming costs and general and administrative expenses, which have increased and will continue to increase our expenses. Specifically, our revenue growth and geographic expansion drive increases in our employee headcount, which in turn precipitates increases in (i) salaries and benefits, (ii) stock-based compensation expense and (iii) facility costs related to the expansion of our corporate headquarters and operations facilities and additional sales office leases.
We believe the challenges of managing the ever-changing complexity of payroll and human resources will continue to drive companies to turn to outsourced providers for help with their HCM needs. The HCM industry historically has been driven, in part, by legislation and regulatory action, including COBRA, changes to the minimum wage laws or overtime rules, and legislation from federal, state or municipal taxation authorities. The implementation of the Affordable Care Act (the “ACA”) is an example of legislation that has created demand in the HCM industry. We generate ACA-related revenues (i) on an annual basis in connection with processing and filing Forms 1094 and 1095 on behalf of clients and (ii) from clients who have purchased our Enhanced ACA application as part of the fixed, bundled price charged per billing period. While we generally do not track our revenues on an application-by-application basis (because applications are often sold in various groupings and configurations for a single price), we estimate that, if the ACA is not modified or repealed, revenues from our Enhanced ACA application and ACA forms filings business will represent approximately 2% of total projected revenues for the year ending December 31, 2022.
For each of the years ended December 31, 2021, 2020 and 2019, our gross margin was approximately 85%. Although our gross margin may fluctuate from quarter to quarter due to seasonality and hiring trends, we expect that our gross margin will remain relatively consistent in future periods.
Impact of the COVID-19 Pandemic
On March 11, 2020, the World Health Organization declared the COVID-19 outbreak to be a global pandemic. In response, federal, state and local governments imposed various restrictions on social and commercial activity to promote social distancing in an effort to slow the spread of the disease, and many such restrictions remain in place. Beginning in February 2020, we took various actions in order to minimize the risk of COVID-19 to our employees, our clients, and the communities in which we operate. In March 2020, we began transitioning our employees to work-from-home arrangements. During the fourth quarter of 2021, the majority of our employees returned to our offices. Our sales employees have been conducting meetings with current and prospective clients virtually since March 2020, but as prospective clients begin to take meetings in-person, we expect our sales process to include a combination of virtual and in-person meetings. We may take further actions that alter our business operations as may be required by federal, state or local authorities or that we determine are in the best interests of our employees and clients.
The COVID-19 pandemic has disrupted the operations of our clients and client prospects and may continue to do so for an indefinite period of time. Across many industries, temporary and permanent business closures as well as business occupancy
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limitations resulted in significant layoffs and employee furloughs beginning in late March 2020. Because we charge our clients on a per-employee basis for certain services we provide, our recurring revenue has been negatively impacted by headcount reductions among our client base.
Between August 2019 and March 2020, the Federal Open Market Committee reduced the target range for short-term interest rates several times, with the most significant rate cut occurring in March 2020 to support the economy and potentially reduce the impacts of the COVID-19 pandemic. Due to significantly lower average interest rates during 2021, as compared to 2020, interest earned on funds held for clients for the year ended December 31, 2021 decreased from the year ended December 31, 2020, which had a negative effect on recurring revenue growth.
Demand for our solution remains high and, despite the economic challenges brought on by the COVID-19 pandemic, we remain confident in the overall health of our business, the strength of our product offerings, and our ability to continue to execute on our strategy. Prior to the COVID-19 pandemic, our sales force frequently met with prospective clients in-person to sell our solution. The remote work environment has presented an opportunity for our sales force, in that each sales employee is able to meet virtually with a greater number of client prospects in a given day than he or she would if conducting only in-person meetings. Internally, all applications within the Paycom solution, and more specifically Employee Self-Service, Manager on-the-Go, Documents and Checklists, Clue, Ask Here and our enhanced Learning Management System, were instrumental in our ability to seamlessly manage and communicate with our remote workforce. As many clients transitioned their workforces to work-from-home arrangements, we believe they too recognized the benefits of these applications and our focus on employee usage, as well as the strengths and advantages of our single database solution. In contrast, we believe the remote work environment has exposed the weaknesses and disadvantages arising from the combination of disparate systems offered by some of our competitors. We will continue to aggressively invest in sales and marketing and in research and development to drive future growth and expand our market share.
We are monitoring developments related to U.S. federal, state and local vaccination mandates and testing requirements and are evaluating the impact such mandates and requirements may have on our business and results of operations, including any potential impact on our employees or the employees of our clients. We are unable to estimate the full impact that the COVID-19 pandemic could have on our business and results of operations in the future due to numerous uncertainties, including the severity of the disease, the duration of the outbreak, the emergence of different COVID-19 variants, actions that may be taken by governmental authorities, the impact to the business of our clients and other factors identified in Part I, Item 1A “Risk Factors” in this Form 10-K. Further, while our revenue and earnings are relatively predictable, the effect of the ongoing COVID-19 pandemic may not be fully reflected in our results of operations and overall financial performance until future periods.
Key Metrics
In addition to the U.S. GAAP and non-GAAP metrics discussed elsewhere in this Form 10-K, we also monitor the following metrics to evaluate our business, measure our performance and identify trends affecting our business:
| Year Ended December 31, | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | ||||||||||
| Key performance indicators: | ||||||||||||
| Clients | 33,875 | 30,994 | 26,527 | |||||||||
| Clients (based on parent company grouping) | 17,703 | 16,063 | 13,581 | |||||||||
| Sales teams | 51 | 50 | 50 | |||||||||
| Annual revenue retention rate | 94 | % | 93 | % | 93 | % |
| Column 1 | Column 2 | Column 3 |
|---|---|---|
| • | Clients. When we calculate the number of clients at period end, we treat client accounts with separate taxpayer identification numbers (or, in certain circumstances, separate client codes) as separate clients, which often separates client accounts that are affiliated with the same parent organization. We track the number of our clients to provide an accurate gauge of the size of our business. Unless we state otherwise or the context otherwise requires, references to clients throughout this Form 10-K refer to this metric. |
| Column 1 | Column 2 | Column 3 |
|---|---|---|
| • | Clients (based on parent company grouping). When we calculate the number of clients based on parent company grouping at period end, we combine client accounts that have identified the same person(s) as their decision-maker regardless of whether the client accounts have separate taxpayer identification numbers (or, in certain circumstances, separate client codes), which often combines client accounts that are affiliated with the same parent organization. We track the number of our clients based on parent company grouping to provide an alternate measure of the size of our business and clients. |
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| Column 1 | Column 2 | Column 3 |
|---|---|---|
| • | Sales Teams. We monitor our sales professionals by the number of sales teams at period end. CRRs and inside sales representatives are counted as one sales team. Each outside sales team consists of a sales manager and approximately six to eight sales professionals. Certain larger metropolitan areas can support more than one sales team. We believe the number of sales teams is an indicator of potential revenues for future periods. |
| Column 1 | Column 2 | Column 3 |
|---|---|---|
| • | Annual Revenue Retention Rate. Our annual revenue retention rate tracks the percentage of revenues that we retain from our existing clients. We monitor this metric because it is an indicator of client satisfaction and revenues for future periods. |
Components of Results of Operations
Sources of Revenues
Revenues are comprised of recurring revenues, and implementation and other revenues. We expect our revenues to increase as we introduce new applications, expand our client base and renew and expand relationships with existing clients. As a percentage of total revenues, we expect our mix of recurring revenues, and implementation and other revenues to remain relatively constant.
Recurring Revenues
Recurring revenues include fees for our talent acquisition, time and labor management, payroll, talent management and HR management applications as well as fees charged for form filings and delivery of client payroll checks and reports. These revenues are derived from (i) fixed amounts charged per billing period plus a fee per employee or transaction processed or (ii) fixed amounts charged per billing period. We do not require clients to enter into long-term contractual commitments with us. Our billing period varies by client based on when each client pays its employees, which may be weekly, bi-weekly, semi-monthly or monthly. Because recurring revenues are based, in part, on fees for use of our applications and the delivery of checks and reports that are levied on a per-employee basis, our recurring revenues increase as our clients hire more employees. Recurring revenues are recognized in the period services are rendered.
Recurring revenues include revenues relating to the annual processing of payroll tax filing forms, such as Form W-2 and Form 1099, and revenues from processing unscheduled payroll runs (such as bonuses) for our clients. These payroll forms are typically processed in the first quarter of the year and many of our clients are subject to ACA form filing requirements in the first quarter, which positively impacts first quarter revenues and margins. We anticipate our revenues will continue to exhibit this seasonal pattern related to ACA form filings for so long as the ACA (or replacement legislation) includes employer reporting requirements. In addition, our recurring revenues during the fourth quarter are positively impacted by unscheduled payroll runs for our clients that occur before the end of the year. Nonetheless, we expect the magnitude of these seasonal fluctuations in our revenues to decrease to the extent clients utilize more of our non-payroll applications.
Recurring revenues also include interest earned on funds held for clients. We collect funds from clients in advance of either the applicable due date for payroll tax submissions or the applicable disbursement date for employee payment services. These collections from clients are typically disbursed from one to 30 days after receipt, with some funds being held for up to 120 days. We typically invest funds held for clients in money market funds, demand deposit accounts, commercial paper and certificates of deposit until they are paid to the applicable tax or regulatory agencies or to client employees. We expect interest earned on funds held for clients will increase as we introduce new applications, expand our client base and renew and expand relationships with existing clients. The amount of interest we earn from the investment of client funds is also impacted by changes in interest rates.
Implementation and Other Revenues
Implementation and other revenues are comprised of implementation fees for the deployment of our solution and other revenues from sales of time clocks as part of our time and attendance services. Non-refundable implementation fees are charged to new clients at inception and upon the addition of certain incremental applications for existing clients. These fees generally range from 10% to 30% of the annualized value of the transaction. Implementation revenues are recognized as deferred revenue and amortized into income over the life of the client, which is estimated to be ten years, and other revenues are recognized upon shipment of time clocks. Implementation and other revenues comprised approximately 1.8% and 1.9% of our total revenues for the years ended December 31, 2021 and 2020, respectively.
Cost of Revenues
Cost of revenues consists of expenses related to hosting and supporting our applications, hardware costs, systems support and technology and depreciation and amortization. These costs include employee-related expenses (including non-cash stock-based compensation expenses) and other expenses related to client support, bank charges for processing ACH transactions, certain implementation expenses, delivery charges and paper costs. They also include our cost for time clocks sold and ongoing technology and support costs related to our systems. The amount of depreciation and amortization of property and equipment allocated to cost of revenues is determined based upon an estimate of assets used to support our operations.
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Administrative Expenses
Administrative expenses consist of sales and marketing, research and development, general and administrative and depreciation and amortization. Sales and marketing expenses consist primarily of employee-related expenses for our direct sales and marketing staff (such as the amortization of commissions and bonuses and non-cash stock-based compensation expenses), marketing expenses and other related costs. Based on positive results from our advertising campaigns, we plan to continue to invest in our marketing program and may adjust spending levels in future periods as we see opportunities for favorable returns on our investments. Research and development expenses consist primarily of employee-related expenses (including non-cash stock-based compensation expenses) for our development staff, net of capitalized software costs for internally developed software. We expect to grow our research and development efforts as we continue to broaden our payroll and HR solution offerings and extend our technological solutions by investing in the development of new applications and enhancements for existing applications. General and administrative expenses consist of employee-related expenses for finance and accounting, legal, human resources and management information systems personnel (including non-cash stock-based compensation expenses), legal costs, professional fees and other corporate expenses. Depreciation and amortization expenses consist of (i) the amount of depreciation and amortization of property and equipment allocated to administrative expenses (based upon an estimate of assets used to support our selling, general and administrative functions) and (ii) amortization of intangible assets.
Interest Expense
Interest expense includes interest on debt related to our corporate headquarters and settlements related to an interest rate swap we entered into in connection with such debt. We capitalize interest incurred for indebtedness related to construction in progress.
Other Income (Expense), net
Other income (expense), net includes interest earned on our own funds, any gain or loss on the sale or disposal of fixed assets, costs associated with the early repayment of debt and any unrealized gain or loss related to our interest rate swap.
Provision for Income Taxes
Our consolidated financial statements include a provision for income taxes incurred for the anticipated tax consequences of the reported results of operations using the asset and liability method. Under this method, we recognize deferred tax assets and liabilities for the expected future tax consequences of temporary differences between the financial reporting and tax basis of assets and liabilities, as well as for any operating loss and tax credit carryforwards. Deferred tax assets and liabilities are measured using the tax rates expected to apply to taxable income for the years in which those tax assets and liabilities are expected to be realized or settled. We recognize a valuation allowance to reduce deferred tax assets to the net amount we believe is more likely than not to be realized.
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Results of Operations
The following table sets forth selected consolidated statements of income data and such data as a percentage of total revenues for each of the periods indicated, as well as year-over-year changes with respect to each line item. Refer to “Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations” in the Annual Report on Form 10-K for the year ended December 31, 2020, filed with the SEC on February 18, 2021, for a discussion of results for the year ended December 31, 2019, including a discussion of the changes in our results of operations for the year ended December 31, 2020 compared to the year ended December 31, 2019.
| Year Ended December 31, | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | % Change | ||||||||||||||||
| Revenues | ||||||||||||||||||
| Recurring | $ | 1,036,691 | 98.2 | % | $ | 825,856 | 98.1 | % | 25.5% | |||||||||
| Implementation and other | 18,833 | 1.8 | % | 15,578 | 1.9 | % | 20.9% | |||||||||||
| Total revenues | 1,055,524 | 100.0 | % | 841,434 | 100.0 | % | 25.4% | |||||||||||
| Cost of revenues | ||||||||||||||||||
| Operating expenses | 130,475 | 12.3 | % | 97,778 | 11.6 | % | 33.4% | |||||||||||
| Depreciation and amortization | 31,411 | 3.0 | % | 25,768 | 3.1 | % | 21.9% | |||||||||||
| Total cost of revenues | 161,886 | 15.3 | % | 123,546 | 14.7 | % | 31.0% | |||||||||||
| Administrative expenses | ||||||||||||||||||
| Sales and marketing | 275,994 | 26.1 | % | 235,716 | 28.0 | % | 17.1% | |||||||||||
| Research and development | 118,426 | 11.2 | % | 90,244 | 10.7 | % | 31.2% | |||||||||||
| General and administrative | 209,840 | 19.9 | % | 178,200 | 21.2 | % | 17.8% | |||||||||||
| Depreciation and amortization | 35,811 | 3.4 | % | 27,605 | 3.3 | % | 29.7% | |||||||||||
| Total administrative expenses | 640,071 | 60.6 | % | 531,765 | 63.2 | % | 20.4% | |||||||||||
| Total operating expenses | 801,957 | 75.9 | % | 655,311 | 77.9 | % | 22.4% | |||||||||||
| Operating income | 253,567 | 24.1 | % | 186,123 | 22.1 | % | 36.2% | |||||||||||
| Interest expense | — | 0.0 | % | (19 | ) | 0.0 | % | -100.0% | ||||||||||
| Other income (expense), net | 2,395 | 0.2 | % | (168 | ) | 0.0 | % | 1525.6% | ||||||||||
| Income before income taxes | 255,962 | 24.3 | % | 185,936 | 22.1 | % | 37.7% | |||||||||||
| Provision for income taxes | 60,002 | 5.7 | % | 42,483 | 5.1 | % | 41.2% | |||||||||||
| Net income | $ | 195,960 | 18.6 | % | $ | 143,453 | 17.0 | % | 36.6% |
Revenues
The increase in total revenues for the year ended December 31, 2021 from the year ended December 31, 2020 was primarily the result of the addition of new clients and productivity and efficiency gains in mature sales offices, which are offices that have been open for at least 24 months, and the sale of additional applications to our existing clients. In addition, our tax forms filing business in the first quarter of 2021 contributed to the increase in total revenues for the year ended December 31, 2021 as compared to the year ended December 31, 2020. The COVID-19 pandemic has resulted in, and may continue to result in, headcount fluctuations across our client base. Because we charge our clients on a per-employee basis for certain services we provide, the drivers of revenue for the year ended December 31, 2021 described above were impacted by the headcount fluctuations within our client base. The negative effects on our client revenue of lower headcount resulting from the pandemic were more than offset by headcount additions from new clients added since the beginning of the pandemic and modestly improved headcount levels among our pre-pandemic client base beginning in the second quarter of 2021. Significantly lower average interest rates during the year ended December 31, 2021 as compared to the year ended December 31, 2020, had a negative effect on recurring revenue growth for the year ended December 31, 2021. We expect that the foregoing adverse macroeconomic factors may continue to have a negative effect on recurring revenues in future periods for so long as such conditions persist.
The increase in implementation and other revenues for the year ended December 31, 2021 from the year ended December 31, 2020 was primarily the result of the increased non-refundable upfront conversion fees collected from the addition of new clients. These fees are deferred and recognized ratably over the ten-year estimated life of our clients.
Expenses
Cost of Revenues
During the year ended December 31, 2021, operating expenses increased from the prior year by $32.7 million due to a $23.8 million increase in employee-related expenses primarily attributable to growth in the number of operating personnel, a $5.6 million
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increase in shipping and supplies fees and a $3.2 million increase in automated clearing house fees in connection with the increase in revenues. Depreciation and amortization expense increased $5.6 million, or 22%, primarily due to the development of additional technology and purchases of other related fixed assets.
Administrative Expenses
Sales and marketing
During the year ended December 31, 2021, sales and marketing expenses increased from the prior year by $40.3 million due to a $34.1 million increase in employee-related expenses, including commissions and bonuses, and a $6.2 million increase in marketing and advertising expense. Based on positive results from our advertising campaigns, we plan to continue to invest in our marketing program and may adjust spending levels in future periods as we see opportunities for favorable returns on our investments.
Research and development
During the year ended December 31, 2021, research and development expenses increased $28.2 million from the prior year primarily due to an increase in employee-related expenses.
As we continue the ongoing development of our platform and product offerings, we generally expect research and development expenses (exclusive of stock-based compensation) to continue to increase, particularly as we hire more personnel to support our growth. While we expect this trend to continue on an absolute dollar basis and as a percentage of total revenues, we also anticipate the rate of increase to decline over time as we leverage our growth and realize additional economies of scale. As is customary for our business, we also expect fluctuations in research and development expense as a percentage of revenue on a quarter-to-quarter basis due to seasonal revenue trends, the introduction of new products, the amount and timing of research and development costs that may be capitalized and the timing of onboarding new hires and restricted stock vesting events.
Expenditures for software developed or obtained for internal use are capitalized and amortized over a three-year period on a straight-line basis. The nature of the development projects underway during a particular period directly impacts the timing and extent of these capitalized expenditures and can affect the amount of research and development expenses in such period. The table below sets forth the amounts of capitalized and expensed research and development costs for the years ended December 31, 2021 and 2020:
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | % Change | ||||||||
| Capitalized portion of research and development | $ | 52,876 | $ | 43,789 | 21% | |||||
| Expensed portion of research and development | 118,426 | 90,244 | 31% | |||||||
| Total research and development costs | $ | 171,302 | $ | 134,033 | 28% |
General and administrative
During the year ended December 31, 2021, general and administrative expenses increased by $31.6 million from the prior year due to a $36.8 million increase in employee-related expenses, including a $10.2 million increase in non-cash stock-based compensation expense, which increase was partially offset by a $5.2 million decrease in accounting and legal expenses.
Non-Cash Stock-Based Compensation Expense
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | % Change | ||||||||
| Non-cash stock-based compensation expense | ||||||||||
| Operating expenses | $ | 4,570 | $ | 5,185 | -12% | |||||
| Sales and marketing | 13,801 | 14,376 | -4% | |||||||
| Research and development | 7,527 | 9,107 | -17% | |||||||
| General and administrative | 71,608 | 61,440 | 17% | |||||||
| Total non-cash stock-based compensation expense | $ | 97,506 | $ | 90,108 | 8% |
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During the year ended December 31, 2021, our non-cash stock-based compensation expense increased $7.4 million from the prior year due an increase in both the number of employees who received awards and the grant date fair value associated with issuances in 2021. The accelerated vesting of restricted stock subject to market-based vesting conditions also contributed to the increase in our non-cash stock-based compensation expense.
Depreciation and Amortization
During the year ended December 31, 2021, depreciation and amortization expense increased from the prior year primarily due to the development of additional technology and purchases of other related fixed assets.
Interest Expense
The decrease in interest expense for the year ended December 31, 2021 was due to the timing of the completion of our expanded operations facility in Grapevine, Texas, which resulted in a higher capitalization rate of interest in 2021.
Other Income (Expense), net
The change in other income (expense), net for the year ended December 31, 2021 was primarily due to the increase in the fair value of our interest rate swap as compared to the year ended December 31, 2020.
Provision for Income Taxes
The provision for income taxes is based on a current estimate of the annual effective income tax rate adjusted to reflect the impact of discrete items. Our effective income tax rate was 23% for both the years ended December 31, 2021 and 2020.
Liquidity and Capital Resources
Our principal sources of capital and liquidity are our operating cash flow and cash and cash equivalents. Our cash and cash equivalents consist primarily of demand deposit accounts, money market funds and certificates of deposit. Additionally, we maintain a senior secured revolving credit facility (the “Facility”), which can be accessed as needed to supplement our operating cash flow and cash balances. The Facility provides us the ability to borrow funds in the aggregate principal amount of $75.0 million, which may be increased to $125.0 million, subject to obtaining additional lender commitments and certain approvals and satisfying certain other conditions.
We have historically funded our operations from cash flows generated from operations, cash from the sale of equity securities and debt financing. Although we have funded most of the costs for construction projects at our corporate headquarters and other facilities from available cash, we have incurred indebtedness for a portion of these costs. We anticipate funding our recently announced building expansion at our Oklahoma City headquarters from available cash. Further, all purchases under our stock repurchase plans were paid for from available cash. We believe our existing cash and cash equivalents, cash generated from operations and available sources of liquidity will be sufficient to maintain operations, make necessary capital expenditures and opportunistically repurchase shares for at least the next 12 months. In addition, based on our strong profitability and continued growth, we expect to meet our longer-term liquidity needs with cash flows from operations and, as needed, financing arrangements.
Term Credit Agreement. As of December 31, 2021, our indebtedness consisted solely of term loans (the “Term Loans”) made under a senior secured term credit agreement (as amended from time to time, the “Term Credit Agreement”) among the Company, certain of our subsidiaries, JPMorgan Chase Bank, N.A., Bank of America, N.A. and Kirkpatrick Bank. All Term Loans were used to finance construction projects at our corporate headquarters. Our obligations under the Term Loans are secured by a mortgage and first priority security interest in our corporate headquarters property. The Term Loans mature on September 7, 2025 and bear interest, at our option, at either (a) a prime rate plus 1.0% or (b) an adjusted LIBOR rate for the interest period in effect for such Term Loan plus 1.5%.
Under the Term Credit Agreement, we are required to comply with certain financial and non-financial covenants, including maintaining a fixed charge coverage ratio of not less than 1.25 to 1.0 and a funded indebtedness to EBITDA ratio of not greater than 2.0 to 1.0. Additionally, the Term Credit Agreement contains customary affirmative and negative covenants, including covenants limiting our ability to, among other things, grant liens, incur debt, effect certain mergers, make investments, dispose of assets, enter into certain transactions including swap agreements and sale and leaseback transactions, pay dividends or distributions on our capital stock, and enter into transactions with affiliates, in each case subject to customary exceptions for a credit agreement of this size and type. As of December 31, 2021, we were in compliance with all covenants set forth in the Term Credit Agreement.
Interest Rate Swap Agreement. In connection with entering into the Term Credit Agreement, we also entered into a floating-to-fixed interest rate swap agreement to limit the exposure to interest rate risk related to the Term Loans (the “Interest Rate Swap Agreement”). The Interest Rate Swap Agreement, which has a maturity date of September 7, 2025, provides that we receive quarterly variable interest payments based on the LIBOR rate and pay interest at a fixed rate. We have elected not to designate this interest rate swap as a hedge and, as such, changes in the fair value of the derivative instrument are recognized in our consolidated statements of
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income. For the year ended December 31, 2021 we recorded a gain of $1.4 million, for the change in fair value of the interest rate swap and for the year ended December 31, 2020, we recorded a loss of $1.4 million, for the change in fair value of the interest rate swap. The change in fair value of the interest rate swap is included in Other income (expense), net in the consolidated statements of income.
Revolving Credit Agreement. On February 12, 2018, we entered into a senior secured revolving credit agreement (the “Revolving Credit Agreement”) with JPMorgan Chase Bank, N.A. and Bank of America, N.A. that provided for the Facility in the aggregate principal amount of $50.0 million (the “Revolving Commitment”), which could be increased to up to $100.0 million, subject to obtaining additional lender commitments and certain approvals and satisfying certain other conditions. The Facility includes a $5.0 million sublimit for swingline loans and a $2.5 million sublimit for letters of credit. The Facility was scheduled to mature on February 12, 2020. On April 15, 2019, we entered into the First Amendment to Revolving Credit Agreement (the “First Amendment”). Pursuant to the First Amendment, Wells Fargo Bank, N.A. was added as a lender and the Revolving Commitment was increased to $75.0 million, which may be further increased to $125.0 million subject to obtaining additional lender commitments and certain approvals and satisfying other conditions. The scheduled maturity date of the Facility was also extended to April 15, 2022.
Borrowings under the Facility will generally bear interest at a prime rate plus 1.0% or, at our option, an adjusted LIBOR rate for the interest period in effect for such borrowing plus 1.5%, in each case subject to certain conditions set forth in the Revolving Credit Agreement. As of December 31, 2021, we did not have any borrowings outstanding under the Facility.
Stock Repurchase Plan and Withholding Shares to Cover Taxes. In May 2016, our Board of Directors authorized a stock repurchase plan allowing for the repurchase of shares of our common stock in open market transactions at prevailing market prices, in privately negotiated transactions or by other means in accordance with federal securities laws, including Rule 10b5-1 programs. Since the initial authorization of the stock repurchase plan, our Board of Directors has amended and extended and authorized new stock repurchase plans from time to time. Most recently, in May 2021, our Board of Directors authorized the repurchase of up to $300.0 million of our common stock. Our stock repurchase plan may be suspended or discontinued at any time. The actual timing, number and value of shares repurchased depends on a number of factors, including the market price of our common stock, general market and economic conditions, the shares withheld for taxes associated with the vesting of restricted stock and other corporate considerations.
During the year ended December 31, 2021, we repurchased an aggregate of 163,849 shares of common stock at an average cost of $400.24 per share, all of which were shares withheld to satisfy tax withholding obligations for certain employees upon the vesting of restricted stock. Our payment of the taxes on behalf of those employees resulted in an aggregate cash expenditure of $65.6 million and, as such, we generally subtract the amounts attributable to such withheld shares from the aggregate amount available for future purchases under our stock repurchase plan. As of December 31, 2021, there was $266.3 million available for repurchases. The stock repurchase plan will expire on May 13, 2023.
Cash Flow Analysis
Our cash flows from operating activities have historically been significantly impacted by profitability, implementation revenues received but deferred, our investment in sales and marketing to drive growth, and research and development. Our ability to meet future liquidity needs will be driven by our operating performance and the extent of continued investment in our operations. Failure to generate sufficient revenues and related cash flows could have a material adverse effect on our ability to meet our liquidity needs and achieve our business objectives.
As our business grows, we expect our capital expenditures and our investment activity to continue to increase. During 2021, we completed the construction of our new Texas operations facility in Grapevine, Texas. Capital expenditures related to the construction of the facility began in the second quarter of 2019. On November 3, 2021, we signed a construction contract for another building at our Oklahoma City headquarters. We estimate that the total cost of the project will be between $60 million and $70 million and we expect construction will take approximately two years to complete. In addition, we have purchased the naming rights to the downtown Oklahoma City arena that is home to the Oklahoma City Thunder National Basketball Association franchise. Under the terms of the naming rights agreement, we have committed to make payments escalating annually from $4.0 million in 2021 to $6.1 million in 2035. The payments are due in the fourth quarter of each year. Upon the conclusion of the initial term, the agreement may be extended upon the mutual agreement of both parties for an additional five-year period. Depending on certain growth opportunities, we may choose to accelerate investments in sales and marketing, acquisitions, technology and services. Actual future capital requirements will depend on many factors, including our future revenues, cash from operating activities and the level of expenditures in all areas of our business.
As part of our payroll and payroll tax filing services, we collect funds from our clients for federal, state and local employment taxes, which we remit to the appropriate tax agencies. We invest these funds in money market funds, demand deposit accounts, commercial paper and certificates of deposit from which we earn interest income during the period between their receipt and disbursement.
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Our cash flows from investing and financing activities are influenced by the amount of funds held for clients, which can vary significantly from quarter to quarter. The balance of the funds we hold depends on our clients’ payroll calendars, and therefore such balance changes from period to period in accordance with the timing of each payroll cycle.
Our cash flows from financing activities are also affected by the extent to which we use available cash to purchase shares of common stock under our stock repurchase plan as well as restricted stock vesting events that result in net share settlements and the Company paying withholding taxes on behalf of certain employees.
The following table summarizes the consolidated statements of cash flows for the years ended December 31, 2021 and 2020:
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | % Change | ||||||||
| Net cash provided by (used in): | ||||||||||
| Operating activities | $ | 319,362 | $ | 227,207 | 41% | |||||
| Investing activities | (257,670 | ) | (117,877 | ) | 119% | |||||
| Financing activities | 165,724 | (165,909 | ) | 200% | ||||||
| Change in cash, cash equivalents, restricted cash and restricted cash equivalents | $ | 227,416 | $ | (56,579 | ) | 502% |
Operating Activities
Cash flows provided by operating activities for the year ended December 31, 2021 primarily consisted of payments received from our clients and interest earned on funds held for clients. Cash used in operating activities primarily consisted of personnel-related expenditures to support the growth and infrastructure of our business. These payments included costs of operations, advertising and other sales and marketing efforts, IT infrastructure development, product research and development and security and administrative costs. Compared to the year ended December 31, 2020, our operating cash flows for the year ended December 31, 2021 were positively impacted by the growth of our business.
Investing Activities
Cash flows used in investing activities for the year ended December 31, 2021 increased from the prior year period due to a $66.1 million increase in purchases of short-term investments from funds held for clients, a $41.6 million decrease in proceeds from maturities of short-term investments from funds held for clients, a $26.6 million increase in cash used for purchases of property and equipment as well as a $5.5 million increase in purchases of intangible assets related to the naming rights agreement.
Financing Activities
Cash flows provided by financing activities for the year ended December 31, 2021 increased from the prior year period primarily due to the impact of a $282.4 million change related to the client funds obligation, which is due to the timing of receipts from our clients and payments made to our clients’ employees and applicable taxing authorities on their behalf as well as a $52.0 million decrease in common stock repurchases. The increase in cash flows provided by financing activities was slightly offset by a $2.8 million increase in withholding taxes paid related to net share settlements.
Contractual Obligations
Our principal commitments primarily consist of long-term debt and leases for office space. As discussed within “Note 4. Goodwill and Intangible Assets, Net”, we have entered into a naming rights agreement pursuant to which we have committed to pay an annual fee escalating annually from $4.0 million in 2021 to $6.1 million in 2035 in exchange for arena naming rights and other associated benefits. We disclose our long-term debt in “Note 6. Long-term Debt, Net” and our commitments and contingencies in “Note 12. Commitments and Contingencies” in the notes to our consolidated financial statements included elsewhere in this Form 10-K. In November 2021, we signed a construction contract for a new building at our Oklahoma City headquarters. We estimate that the total cost of the project will be between $60 million and $70 million and we expect construction will take approximately two years to complete.
We plan to continue to lease additional office space to support our growth. In addition, many of our existing lease agreements provide us with the option to renew. When applicable, our future operating lease obligations include payments due during any renewal period provided for in the lease where the lease imposes a penalty for failure to renew. Additional details on our leases, including the related future cash outflows, are included within “Note 5. Leases” in the notes to our consolidated financial statements included elsewhere within this Form 10-K.
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Critical Accounting Policies and Estimates
Our consolidated financial statements and accompanying notes have been prepared in accordance with U.S. GAAP. The preparation of these consolidated financial statements requires us to make estimates, judgments and assumptions that affect the reported amounts of assets, liabilities, revenues, costs and expenses, and related disclosures. Estimates made in accordance with U.S. GAAP that involve a significant level of estimation uncertainty and have had or are reasonably likely to have a material impact on our financial condition are described below. On an ongoing basis, we evaluate our estimates and assumptions to ensure that management believes them to be reasonable under the then-current facts and circumstances. Actual amounts and results may materially differ from these estimates made by management under different assumptions and conditions.
Certain accounting policies that require significant management estimates, and are deemed critical to our results of operations or financial position, are described below. Accordingly, these are the policies we believe are the most critical to aid in fully understanding and evaluating our consolidated financial condition and results of operations.
Revenue Recognition
Revenues are recognized when control of the promised goods or services is transferred to our clients in an amount that reflects the consideration we expect to be entitled to for those goods or services. Substantially all of our revenues are comprised of revenue from contracts with clients. Sales and other applicable taxes are excluded from revenues.
Recurring revenues are derived primarily from our talent acquisition, time and labor management, payroll, talent management and HR management applications as well as fees charged for form filings and delivery of client payroll checks and reports. Talent acquisition includes our Applicant Tracking, Candidate Tracker, Enhanced Background Checks, Onboarding, E-Verify and Tax Credit Services applications. Time and labor management includes Time and Attendance, Scheduling/Schedule exchange, Time-Off Requests, Labor Allocation, Labor Management Reports/Push Reporting, Geofencing/Geotracking and Microfence tools and applications. Payroll includes Beti, Payroll and Tax Management, Paycom Pay, Expense Management, Mileage Tracker/FAVR, Garnishment Administration and GL Concierge applications. Talent management includes our Employee Self-Service, Compensation Budgeting, Performance Management, Position Management, My Analytics and Paycom Learning and Content Subscriptions applications. HR management includes our Manager on-the-Go, Direct Data Exchange, Ask Here, Documents and Checklists, Government and Compliance, Benefits Administration/Benefits to Carrier, Benefit Enrollment Service, COBRA Administration, Personnel Action Forms and Performance Discussion Forms, Surveys, Enhanced ACA and Clue applications.
The performance obligations related to recurring revenues are satisfied during each client’s payroll period, with the agreed-upon fee being charged and collected as part of our processing of the client’s payroll. Recurring revenues are recognized at the conclusion of processing of each client’s payroll period, when each respective payroll client is billed. Collectability is reasonably assured as the fees are collected through an automated clearing house as part of the client’s payroll cycle or through direct wire transfer, which minimizes the default risk.
The contract period for substantially all contracts associated with these revenues is one month due to the fact that both we and the client have the unilateral right to terminate a wholly unperformed contract without compensating the other party by providing 30 days’ notice of termination. Our payroll application is the foundation of our solution, and all of our clients are required to utilize this application in order to access our other applications. For clients who purchase multiple applications, due to the short-term nature of our contracts, we do not believe it is meaningful to separately assess and identify whether or not each application potentially represents its own, individual, performance obligation as the revenue generated from each application is recognized within the same month as the revenue from the core payroll application. Similarly, we do not believe it is meaningful to individually determine the standalone selling price for each application. We consider the total price charged to a client in a given period to be indicative of the standalone selling price, as the total amount charged is within a reasonable range of prices typically charged for our goods and services for comparable classes of client groups.
Implementation and other revenues consist of nonrefundable upfront conversion fees which are charged to new clients to offset the expense of new client set-up as well as revenues from the sale of time clocks as part of our employee time and attendance services. Although these revenues are related to our recurring revenues, they represent distinct performance obligations.
Implementation activities primarily represent administrative activities that allow us to fulfill future performance obligations for our clients and do not represent services transferred to the client. However, the nonrefundable upfront fee charged to our clients results in an implied performance obligation in the form of a material right to the client related to the client’s option to renew at the end of each 30-day contract period. Further, given that all other services within the contract are sold at a total price indicative of the standalone selling price, coupled with the fact that the upfront fees are consistent with upfront fees charged in similar contracts that we have with clients, the standalone selling price of the client’s option to renew the contract approximates the dollar amount of the nonrefundable upfront fee. The nonrefundable upfront fee is typically included on the client’s first invoice, and is deferred and recognized ratably over the estimated renewal period (i.e. ten-year estimated client life).
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Revenues from the sale of time clocks are recognized when control is transferred to the client upon delivery of the product. We estimate the standalone selling price for the time clocks by maximizing the use of observable inputs such as our specific pricing practices for time clocks.
Goodwill and Other Intangible Assets
Goodwill is not amortized, but we are required to test the carrying value of goodwill for impairment at least annually, or earlier if, at the reporting unit level, an indicator of impairment arises. Our business is largely homogeneous and, as a result, goodwill is associated with one reporting unit. We have selected June 30 as our annual goodwill impairment testing date. A review of goodwill may be initiated before or after conducting the annual analysis if events or changes in circumstances indicate the carrying value of goodwill may no longer be recoverable. The Company performed a qualitative assessment to determine if it is more-likely-than-not that the fair value of the reporting units had declined below its carrying value. In the qualitative assessment, we consider the macroeconomic conditions, including any deterioration of general economic conditions, industry and market conditions, including any deterioration in the environment where the reporting unit operates, changes in the products/services and regulator and political developments; cost of doing business; overall financial performance; other relevant reporting unit specific facts, such as changes in management or key personnel or pending litigation. Based on our assessment, there was no impairment recorded as of June 30, 2021. For the years ended December 31, 2021, 2020 and 2019, there were no indicators of impairment. Intangible assets with definite lives are amortized on a straight-line basis over their estimated useful lives.
Impairment of Long-Lived Assets
Long-lived assets, including intangible assets with finite lives, are reviewed for impairment when events or changes in circumstances indicate that the carrying amount of an asset may not be recoverable. Recoverability of assets to be held and used is measured by a comparison of the carrying amount of an asset to estimated undiscounted future cash flows expected to be generated by the asset. If the carrying amount of an asset exceeds its estimated future cash flows, an impairment charge is recognized for the amount by which the carrying amount of the asset exceeds the estimated fair value of the asset. We have determined that there is no impairment of long-lived assets for the years ended December 31, 2021, 2020 and 2019.
Market-Based Restricted Stock Awards and Performance-Based Restricted Stock Units
We measure non-cash stock-based compensation expense based on the fair value of the award on the date of grant. We determine the fair value of stock awards and units issued by using a Monte Carlo simulation model. This model considers various subjective assumptions as inputs, and represent our best estimates, which involve inherent uncertainties and the application of our judgment as it relates to market volatilities, the historical volatility of our stock price, risk-free rates and expected life. The valuation model also incorporates exercise and forfeiture assumptions based on an analysis of historical data. Determining these assumptions is subjective and complex, and therefore, a change in the assumptions utilized could impact the calculation of the fair value of our market-based stock awards and performance-based restricted stock units and the associated compensation expense. Refer to Note 11 in the notes to our consolidated financial statements for further information regarding our stock-based compensation awards.
Recent Accounting Pronouncements
Refer to Note 2 in the notes to the consolidated financial statements for a full description of recent accounting pronouncements.
Non-GAAP Financial Measures
Management uses adjusted EBITDA and non-GAAP net income as supplemental measures to review and assess the performance of our core business operations and for planning purposes. We define (i) adjusted EBITDA as net income plus interest expense, taxes, depreciation and amortization, non-cash stock-based compensation expense, certain transaction expenses that are not core to our operations (if any) and the change in fair value of our interest rate swap and (ii) non-GAAP net income as net income plus non-cash stock-based compensation expense, certain transaction expenses that are not core to our operations (if any) and the change in fair value of our interest rate swap, all of which are adjusted for the effect of income taxes. Adjusted EBITDA and non-GAAP net income are metrics that provide investors with greater transparency to the information used by management in its financial and operational decision-making. We believe these metrics are useful to investors because they facilitate comparisons of our core business operations across periods on a consistent basis, as well as comparisons with the results of peer companies, many of which use similar non-GAAP financial measures to supplement results under U.S. GAAP. In addition, adjusted EBITDA is a measure that provides useful information to management about the amount of cash available for reinvestment in our business, repurchasing common stock and other purposes. Management believes that the non-GAAP measures presented in this Form 10-K, when viewed in combination with our results prepared in accordance with U.S. GAAP, provide a more complete understanding of the factors and trends affecting our business and performance.
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Adjusted EBITDA and non-GAAP net income are not measures of financial performance under U.S. GAAP, and should not be considered a substitute for net income, which we consider to be the most directly comparable U.S. GAAP measure. Adjusted EBITDA and non-GAAP net income have limitations as analytical tools, and when assessing our operating performance, you should not consider adjusted EBITDA or non-GAAP net income in isolation, or as a substitute for net income or other consolidated statements of income data prepared in accordance with U.S. GAAP. Adjusted EBITDA and non-GAAP net income may not be comparable to similarly titled measures of other companies and other companies may not calculate such measures in the same manner as we do.
The following tables reconcile net income to adjusted EBITDA, net income to non-GAAP net income and earnings per share to non-GAAP net income per share on a basic and diluted basis. Refer to “Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations” in the Annual Report on Form 10-K for the year ended December 31, 2020, filed with the SEC on February 18, 2021, for a presentation of the 2019 amounts:
| Year Ended December 31, | |||||||
|---|---|---|---|---|---|---|---|
| 2021 | 2020 | ||||||
| Net income to adjusted EBITDA: | |||||||
| Net income | $ | 195,960 | $ | 143,453 | |||
| Interest expense | — | 19 | |||||
| Provision for income taxes | 60,002 | 42,483 | |||||
| Depreciation and amortization | 67,222 | 53,373 | |||||
| EBITDA | 323,184 | 239,328 | |||||
| Non-cash stock-based compensation expense | 97,506 | 90,108 | |||||
| Change in fair value of interest rate swap | (1,403 | ) | 1,380 | ||||
| Adjusted EBITDA | $ | 419,287 | $ | 330,816 |
| Year Ended December 31, | ||||||||
|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | |||||||
| Net income to non-GAAP net income: | ||||||||
| Net income | $ | 195,960 | $ | 143,453 | ||||
| Non-cash stock-based compensation expense | 97,506 | 90,108 | ||||||
| Change in fair value of interest rate swap | (1,403 | ) | 1,380 | |||||
| Income tax effect on non-GAAP adjustments | (31,652 | ) | (31,415 | ) | ||||
| Non-GAAP net income | $ | 260,411 | $ | 203,526 | ||||
| Weighted average shares outstanding: | ||||||||
| Basic | 57,885 | 57,620 | ||||||
| Diluted | 58,191 | 58,285 | ||||||
| Earnings per share, basic | $ | 3.39 | $ | 2.49 | ||||
| Earnings per share, diluted | $ | 3.37 | $ | 2.46 | ||||
| Non-GAAP net income per share, basic | $ | 4.50 | $ | 3.53 | ||||
| Non-GAAP net income per share, diluted | $ | 4.48 | $ | 3.49 |
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| Year Ended December 31, | ||||||||
|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | |||||||
| Earnings per share to non-GAAP net income per share, basic: | ||||||||
| Earnings per share, basic | $ | 3.39 | $ | 2.49 | ||||
| Non-cash stock-based compensation expense | 1.68 | 1.56 | ||||||
| Change in fair value of interest rate swap | (0.02 | ) | 0.02 | |||||
| Income tax effect on non-GAAP adjustments | (0.55 | ) | (0.54 | ) | ||||
| Non-GAAP net income per share, basic | $ | 4.50 | $ | 3.53 | ||||
| Year Ended December 31, | ||||||||
| 2021 | 2020 | |||||||
| Earnings per share to non-GAAP net income per share, diluted: | ||||||||
| Earnings per share, diluted | $ | 3.37 | $ | 2.46 | ||||
| Non-cash stock-based compensation expense | 1.68 | 1.55 | ||||||
| Change in fair value of interest rate swap | (0.02 | ) | 0.02 | |||||
| Income tax effect on non-GAAP adjustments | (0.55 | ) | (0.54 | ) | ||||
| Non-GAAP net income per share, diluted | $ | 4.48 | $ | 3.49 |
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