Biggest changeSales and Marketing Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 Change Sales and marketing $ 140,760 $ 125,890 $ 14,870 12 % As a percentage of total revenue 23 % 24 % Components of sales and marketing: Personnel related costs $ 119,350 $ 107,335 $ 12,015 11 % Contractors and outside services 3,156 3,079 77 3 % Marketing programs and other 18,254 15,476 2,778 18 % Total sales and marketing $ 140,760 $ 125,890 $ 14,870 12 % Sales and marketing expenses increased in fiscal year 2022 primarily due to increased personnel related costs associated with our acquisition of Kemp, as well as increases in marketing and sales events costs . 25 Product Development Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 Change Product development $ 114,568 $ 103,338 $ 11,230 11 % As a percentage of total revenue 19 % 19 % Components of product development costs: Personnel related costs $ 111,009 $ 98,747 $ 12,262 12 % Contractors and outside services 2,699 3,504 (805) (23) % Other product development costs 860 1,087 (227) (21) % Total product developments costs $ 114,568 $ 103,338 $ 11,230 11 % Product development expenses increased in fiscal year 2022 primarily due to increased personnel related costs associated with our acquisition of Kemp, partially offset by decreased contractors and outside services costs and other product development costs .
Biggest changeSales and Marketing Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 Change Sales and marketing $ 156,076 $ 140,760 $ 15,316 11 % As a percentage of total revenue 22 % 23 % Components of sales and marketing: Personnel related costs $ 134,820 $ 119,350 $ 15,470 13 % Contractors and outside services 3,890 3,156 734 23 % Marketing programs and other 17,366 18,254 (888) (5) % Total sales and marketing $ 156,076 $ 140,760 $ 15,316 11 % Sales and marketing expenses increased in fiscal year 2023 primarily due to increased personnel related costs associated with our acquisition of MarkLogic, as well as increases in contractors and outside services costs, partially offset by a decrease in marketing programs.
The SSP of SaaS performance obligations is determined based upon observable prices in stand-alone SaaS transactions. We also consider whether an arrangement has any discounts, material rights, or specified future upgrades that may represent additional performance obligations, although we do not have a history of offering these elements.
The SSP of SaaS performance obligations is determined based upon observable prices in stand-alone SaaS transactions. 32 We also consider whether an arrangement has any discounts, material rights, or specified future upgrades that may represent additional performance obligations, although we do not have a history of offering these elements.
As such, they are not available to fund our domestic operations. If we were to repatriate these earnings, we may be subject to income tax withholding in certain tax jurisdictions and a portion of the repatriated earnings may be subject to U.S. income tax.
As such, they are not deemed available to fund our domestic operations. If we were to repatriate these earnings, we may be subject to income tax withholding in certain tax jurisdictions and a portion of the repatriated earnings may be subject to U.S. income tax.
The Credit Agreement matures on the earlier of (i) January 25, 2027 and (ii) the date that is 181 days prior to the maturity date of our Notes (defined below) subject to certain conditions. The revolving credit facility does not require amortization of principal.
The Credit Agreement matures on the earlier of (i) January 25, 2027 and (ii) the date that is 181 days prior to the maturity date of our Notes (defined below) subject to certain conditions. The Credit Facility does not require amortization of principal.
Net Dollar Retention Rate We calculate net dollar retention rate as of a period end by starting with the ARR from the cohort of all customers as of 12 months prior to such period end (“Prior Period ARR”). We then calculate the ARR from these same customers as of the current period end (“Current Period ARR”).
Net Retention Rate We calculate net retention rate as of a period end by starting with the ARR from the cohort of all customers as of 12 months prior to such period end (“Prior Period ARR”). We then calculate the ARR from these same customers as of the current period end (“Current Period ARR”).
The first eight payments are in the principal amount of $1.7 million each, the following four payments are in the principal amount of $3.4 million each, the following eight payments are in the principal amount of $5.2 million each and the last payment is of the remaining principal amount.
The first eight payments were in the principal amount of $1.7 million each, the following four payments are in the principal amount of $3.4 million each, the following eight payments are in the principal amount of $5.2 million each and the last payment is of the remaining principal amount.
See Note 9: Debt for further discussion. Convertible Senior Notes In April 2021, we issued, in a private placement, Convertible Senior Notes with an aggregate principal amount of $325 million, due April 15, 2026, unless earlier repurchased, redeemed or converted (the "Notes"). There are no required principal payments prior to the maturity of the Notes.
See Note 8: Debt for further discussion. Convertible Senior Notes In April 2021, we issued, in a private placement, Convertible Senior Notes with an aggregate principal amount of $325 million, due April 15, 2026, unless earlier repurchased, redeemed or converted. There are no required principal payments prior to the maturity of the Notes.
MD&A is provided as a supplement to, and should be read in conjunction with, our consolidated financial statements and the accompanying Notes to Financial Statements (Part II, Item 8 of this Form 10-K). This section generally discusses the results of our operations for the year ended November 30, 2022 compared to the year ended November 30, 2021.
MD&A is provided as a supplement to, and should be read in conjunction with, our consolidated financial statements and the accompanying Notes to Financial Statements (Part II, Item 8 of this Form 10-K). This section generally discusses the results of our operations for the year ended November 30, 2023 compared to the year ended November 30, 2022.
We are also required to maintain compliance with a consolidated interest charge coverage ratio and a consolidated total net leverage ratio. Additionally, the Credit Agreement includes customary events of default, that in event of, could result in the acceleration of the obligations under the Credit Agreement. We are in compliance with all financial covenants as of November 30, 2022.
We are also required to maintain compliance with a consolidated interest charge coverage ratio and a consolidated total net leverage ratio. Additionally, the Credit Agreement includes customary events of default, that in event of, could result in the acceleration of the obligations under the Credit Agreement. We are in compliance with all financial covenants as of November 30, 2023.
Most significantly, in the second quarter of fiscal year 2021, we received $349.2 million in net proceeds from the issuance of convertible senior notes and paid $43.1 million to purchase capped calls in connection with the convertible note offering.
Most significantly, in the second quarter of fiscal year 2021, we received $350.1 million in net proceeds from the issuance of convertible senior notes and paid $43.1 million to purchase capped calls in connection with the convertible note offering.
As described above, we expect to continue to pursue acquisitions meeting our financial criteria and designed to expand our business and drive significant stockholder returns. As a result, our expected uses of cash could change, our cash position could be reduced, and we may incur additional debt obligations to the extent we complete additional acquisitions.
We expect to continue to pursue acquisitions meeting our financial criteria that are designed to expand our business and drive significant stockholder returns. As a result, our expected uses of cash could change, our cash position could be reduced, and we may incur additional debt obligations to the extent we complete additional acquisitions.
In addition, we repurchased $77.0 million of our common stock under our share repurchase plan in fiscal year 2022, compared to $35.0 million in fiscal year 2021, and $60.0 million in fiscal year 2020. Indemnification Obligations We include standard intellectual property indemnification provisions in our licensing agreements in the ordinary course of business.
In addition, we repurchased $34.0 million of our common stock under our share repurchase plan in fiscal year 2023, compared to $77.0 million in fiscal year 2022, and $35.0 million in fiscal year 2021. Indemnification Obligations We include standard intellectual property indemnification provisions in our licensing agreements in the ordinary course of business.
Our organizational philosophy and operating principles focus primarily on customer and partner retention and success and a streamlined operating approach in order to more efficiently drive, predictable and stable recurring revenue and high levels of profitability. Follow a Total Growth Strategy through Accretive M&A.
Focus on Customer and Partner Retention to Drive Recurring Revenue and Profitability . Our organizational philosophy and operating principles focus primarily on customer and partner retention and success, and a streamlined operating approach to drive predictable and stable recurring revenue and high levels of profitability. Follow a Total Growth Strategy through Accretive M&A.
These costs primarily consist of professional services fees, including third-party legal and valuation-related fees, as well as retention fees. Acquisition-related expenses in fiscal year 2022 were primarily related to our pursuit of other acquisition opportunities. Acquisition-related expenses in fiscal year 2021 were primarily related to the acquisition of Kemp, as well as our pursuit of other acquisition opportunities.
These costs primarily consist of professional services fees, including third-party legal and valuation-related fees, as well as retention fees. Acquisition-related expenses in fiscal year 2023 were primarily related to the acquisition of MarkLogic, as well as our pursuit of other acquisition opportunities. Acquisition-related expenses in fiscal year 2022 were primarily related to our pursuit of other acquisition opportunities.
On January 10, 2023, our Board of Directors declared a quarterly dividend of $0.175 per share of common stock that will be paid on March 15, 2023 to shareholders of record as of the close of business on March 1, 2023.
On January 9, 2024, our Board of Directors declared a quarterly dividend of $0.175 per share of common stock that will be paid on March 15, 2024 to shareholders of record as of the close of business on March 1, 2024.
On September 23, 2022, our Board of Directors declared a quarterly dividend of $0.175 per share of common stock that was paid on December 15, 2022 to stockholders of record as of the close of business on December 1, 2022.
On September 20, 2023, our Board of Directors declared a quarterly dividend of $0.175 per share of common stock that was paid on December 15, 2023 to stockholders of record as of the close of business on December 1, 2023.
Our capital allocation policy emphasizes accretive M&A, which allows us to expand our business and drive significant stockholder returns. We also utilize dividends and share repurchases to return capital to stockholders.
Employ a Multi-Faceted Capital Allocation Strategy . Our capital allocation policy emphasizes accretive M&A, which allows us to expand our business and drive significant stockholder returns. We also utilize dividends and share repurchases to return capital to stockholders.
If exchange rates had remained constant in fiscal year 2022 as compared to the exchange rates in effect in fiscal year 2021, total revenue generated in markets outside North America would have been 45% of total revenue.
If exchange rates had remained constant in fiscal year 2023 as compared to the exchange rates in effect in fiscal year 2022, total revenue generated in markets outside North America would have been 41% of total revenue.
However, we do not anticipate that the repatriation of earnings would have a material adverse impact on our liquidity. Share Repurchases In fiscal years 2022 and 2021, we repurchased and retired 1.7 million shares of our common stock for $77.0 million and 0.8 million shares of our common stock for $35.0 million, respectively.
However, we do not anticipate that the repatriation of earnings would have a material adverse impact on our liquidity. Share Repurchases In fiscal years 2023 and 2022, we repurchased and retired 0.6 million shares of our common stock for $34.0 million and 1.7 million shares of our common stock for $77.0 million, respectively.
Liquidity Outlook Cash from operations in fiscal year 2023 could be affected by various risks and uncertainties, including, but not limited to, the effects of various risks detailed in Part I, Item 1A titled “Risk Factors” which have led to increased disruption and volatility in capital markets and credit markets that could adversely affect our liquidity and capital resources.
Liquidity Outlook Cash from operations in fiscal year 2024 could be affected by various risks and uncertainties, including, but not limited to, the effects of various risks detailed in Part I, Item 1A titled “Risk Factors” which may lead to disruption and volatility in capital markets and credit markets that could adversely affect our liquidity and capital resources.
Current Period ARR includes any expansion and is net of contraction or attrition over the last 12 months but excludes ARR from new customers in the current period. We then divide the total Current Period ARR by the total Prior Period ARR to arrive at the net dollar retention rate.
Current Period ARR includes any expansion and is net of contraction or attrition over the last 12 months but excludes ARR from new customers in the current period. We then divide the total Current Period ARR by the total Prior Period ARR to arrive at the net retention rate. Net retention rate is not calculated in accordance with GAAP.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations The following Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”) is intended to help the reader understand the results of operations and financial condition of Progress Software Corporation.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations The following Management’s Discussion and Analysis of Financial Condition and Results of Operations ("MD&A") is intended to help the reader understand the results of operations and financial condition of Progress Software Corporation.
The debt proceeds were offset by payments on our long-term debt of $6.9 million in fiscal year 2022 compared to $117.3 million in fiscal year 2021 (including a $98.5 million repayment on the revolving line of credit), and $11.3 million in fiscal year 2020.
The debt proceeds were offset by payments on our long-term debt of $91.9 million in fiscal year 2023 (including a $85.0 million repayment on the revolving line of credit), compared to $6.9 million in fiscal year 2022, and $117.3 million in fiscal year 2021 (including a $98.5 million repayment on the revolving line of credit).
For a discussion of the year ended November 30, 2021 compared to the year ended November 30, 2020, please refer to Part II, Item 7, “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the year ended November 30, 2021, as amended. 21 Forward-Looking Statements Certain statements below about anticipated results and our products and markets are forward-looking statements that are based on our current plans and assumptions.
For a discussion of the year ended November 30, 2022 compared to the year ended November 30, 2021, please refer to Part II, Item 7, "Management’s Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended November 30, 2022. 22 Forward-Looking Statements Certain statements below about anticipated results and our products and markets are forward-looking statements that are based on our current plans and assumptions.
Amortization of Acquired Intangibles Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Amortization of acquired intangibles $ 22,076 $ 14,936 48 % As a percentage of total revenue 4 % 3 % Amortization of acquired intangibles included in costs of revenue primarily represents the amortization of the value assigned to technology-related intangible assets obtained in business combinations.
Amortization of Acquired Intangibles Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 % Change Amortization of acquired intangibles $ 30,169 $ 22,076 37 % As a percentage of total revenue 4 % 4 % Amortization of acquired intangibles included in costs of revenue primarily represents the amortization of the value assigned to technology-related intangible assets obtained in business combinations.
In fiscal year 2022 we received $26.0 million net proceeds from the sale of long-lived assets . Cash used in investing activities was impacted by the acquisition of Kemp for a net cash amount of $254.0 million, and Chef for a net cash amount of $213.1 million, in fiscal years 2021 and 2020, respectively.
Cash used in investing activities was impacted by the acquisition of MarkLogic for a net cash amount of $355.3 million, and Kemp for a net cash amount of $254.0 million, in fiscal years 2023 and 2021, respectively. In fiscal year 2022 we received $26.0 million net proceeds from the sale of long-lived assets.
Amortization of Intangibles Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Amortization of intangibles $ 46,868 $ 31,996 46 % As a percentage of total revenue 8 % 6 % Amortization of intangibles included in operating expenses primarily represents the amortization of value assigned to intangible assets obtained in business combinations other than assets identified as purchased technology.
Amortization of Intangibles Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 % Change Amortization of intangibles $ 66,430 $ 46,868 42 % As a percentage of total revenue 10 % 8 % Amortization of intangibles included in operating expenses primarily represents the amortization of value assigned to intangible assets obtained in business combinations other than assets identified as purchased technology.
Cost of maintenance and services increased primarily due to higher personnel and hosting related costs resulting from the acquisition of Kemp, offset by decreased contractors and outside services costs.
Cost of maintenance and services increased primarily due to higher personnel related costs, contractors and outside services costs, and hosting related costs resulting from the acquisition of MarkLogic.
In fiscal year 2020, we repurchased and retired 1.4 million shares of our common stock for $60.0 million. As of November 30, 2022, there was $78.0 million remaining under the current share repurchase authorization. On January 10, 2023, our Board of Directors increased our share repurchase authorization by $150.0 million, to an aggregate authorization of $228.0 million.
In fiscal year 2021, we repurchased and retired 0.8 million shares of our common stock for $35.0 million. On January 10, 2023, our Board of Directors increased our share repurchase authorization by $150.0 million, to an aggregate authorization of $228.0 million. As of November 30, 2023, there was $194.0 million remaining under the current share repurchase authorization.
As of November 30, 2022, there were no outstanding amounts under the revolving line of credit and $2.3 million of letters of credit. The Credit Agreement contains customary affirmative and negative covenants, in each case subject to customary exceptions for a credit facility of this size and type.
As of November 30, 2023, there was $110.0 million outstanding amounts under the revolving line of credit and $2.5 million of letters of credit. The Credit Agreement contains customary affirmative and negative covenants, in each case subject to customary exceptions for a credit facility of this size and type.
Amortization of acquired intangibles increased in fiscal year 2022 due to the addition of Kemp acquired intangibles, as discussed above.
Amortization of acquired intangibles increased in fiscal year 2023 due to the addition of MarkLogic acquired intangibles, as discussed above.
Restructuring Expenses Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Restructuring expenses $ 879 $ 6,308 (86) % As a percentage of total revenue — % 1 % Restructuring expenses recorded in fiscal year 2022 primarily relate to the restructuring activities that occurred in fiscal years 2021 and 2020.
Restructuring Expenses Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 % Change Restructuring expenses $ 8,407 $ 879 856 % As a percentage of total revenue 1 % — % Restructuring expenses recorded in fiscal year 2023 primarily relate to the restructuring activities that occurred in fiscal years 2023 and 2020.
Gain on Sale of Assets Held for Sale Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Gain on sale of assets held for sale $ (10,770) $ — * As a percentage of total revenue 2 % — % *Not meaningful In the second quarter of fiscal year 2022, we sold corporate land and building assets previously reported as assets held for sale on our consolidated balance sheet.
See Note 19: Cyber Related Matters for further discussion. 27 Gain on Sale of Assets Held for Sale Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 % Change Gain on sale of assets held for sale $ — $ (10,770) * As a percentage of total revenue — % 2 % *Not meaningful In the second quarter of fiscal year 2022, we sold corporate land and building assets previously reported as assets held for sale on our consolidated balance sheet.
The increase in non-cash reconciling items included in net income primarily relates to the increase in amortization of intangibles due to the recent acquisition of Kemp. Our gross accounts receivable as of November 30, 2022 decreased by $1.8 million from the end of fiscal year 2021.
The increase in non-cash reconciling items included in net income primarily relates to the increase in amortization of intangibles due to the recent acquisition of MarkLogic. Our gross accounts receivable as of November 30, 2023 increased by $27.9 million from the end of fiscal year 2022.
Cash Flows from (used in) Investing Activities Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 November 30, 2020 Net investment activity $ 1,950 $ 5,950 $ 11,392 Purchases of property and equipment (6,090) (4,654) (6,517) Proceeds from sale of long-lived assets, net 25,998 — 889 Decrease in escrow receivable and other 134 2,330 — Payments for acquisitions, net of cash acquired — (253,961) (213,057) Net cash flows from (used in) investing activities $ 21,992 $ (250,335) $ (207,293) Net cash outflows and inflows of our net investment activity are generally a result of the timing of our purchases and maturities of securities, which are classified as cash equivalents or short-term securities, as well as the timing of acquisitions and divestitures.
Cash Flows (used in) from Investing Activities Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 November 30, 2021 Net investment activity $ 438 $ 1,950 $ 5,950 Purchases of property and equipment (5,570) (6,090) (4,654) Proceeds from sale of long-lived assets, net — 25,998 — Other investing activities — 134 2,330 Payments for acquisitions, net of cash acquired (355,250) — (253,961) Net cash flows from (used in) investing activities $ (360,382) $ 21,992 $ (250,335) Net cash outflows and inflows of our net investment activity are generally a result of the timing of our purchases and maturities of securities, which are classified as cash equivalents, as well as the timing of acquisitions and divestitures.
General and administrative expenses increased in fiscal year 2022 primarily due to higher personnel related costs associated with our acquisition of Kemp, as well as increases in contractors and outside services and other general and administrative costs.
General and administrative expenses increased in fiscal year 2023 primarily due to higher personnel related costs associated with our acquisition of MarkLogic, as well as increases in contractors and outside services, partially offset by a decrease in other general and administrative costs.
Except as described below, there are no limitations on our ability to access our cash, cash equivalents and short-term investments. Cash, cash equivalents and short-term investments held by our foreign subsidiaries were $51.8 million and $36.8 million at November 30, 2022 and 2021, respectively. Foreign cash includes unremitted foreign earnings, which are invested indefinitely outside of the U.S.
Except as described below, there are no limitations on our ability to access our cash and cash equivalents. 29 Cash and cash equivalents held by our foreign subsidiaries were $61.1 million at November 30, 2023. Foreign cash includes unremitted foreign earnings, which are invested indefinitely outside of the U.S.
Cost of Software Licenses Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 Change Cost of software licenses $ 10,243 $ 5,271 $ 4,972 94 % As a percentage of software license revenue 5 % 3 % As a percentage of total revenue 2 % 1 % Cost of software licenses consists primarily of costs of inventories, royalties, electronic software distribution, duplication, and packaging.
Cost of Software Licenses Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 Change Cost of software licenses $ 11,153 $ 10,243 $ 910 9 % As a percentage of software license revenue 5 % 5 % As a percentage of total revenue 2 % 2 % Cost of software licenses consists primarily of costs of inventories, royalties, electronic software distribution, duplication, and packaging.
Gross Profit Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Gross profit $ 507,517 $ 452,864 12 % As a percentage of total revenue 84 % 85 % Our gross profit increased primarily due to the increase in revenue, offset by the increases of costs of licenses, costs of maintenance and services, and the amortization of intangibles, each as described above.
The year over year increase was due to the addition of MarkLogic acquired intangibles. 25 Gross Profit Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 % Change Gross profit $ 567,862 $ 507,517 12 % As a percentage of total revenue 82 % 84 % Our gross profit increased primarily due to the increase in revenue, partially offset by the increases of costs of licenses, costs of maintenance and services, and the amortization of intangibles, each as described above.
A key element of our strategy is centered on providing the platform and tools enterprises need to build, deploy, and manage modern, strategic business applications. We offer these products and tools to both new customers and partners as well as our existing partner and customer ecosystems. Focus on Customer and Partner Retention to Drive Recurring Revenue and Profitability .
A key element of our strategy is centered on the goal of building and maintaining leading products and tools enterprises need to build, deploy, and manage modern, strategic business applications. We offer our products and tools to both new customers and partners, as well as our existing partner and customer ecosystems.
We received proceeds from the issuance of debt of $7.5 million in fiscal year 2022 and $98.5 million in fiscal year 2020.
We received proceeds from the issuance of 31 debt of $195.0 million in fiscal year 2023 and $7.5 million in fiscal year 2022.
See Item 8, Note 20: Subsequent Events for further discussion. 32 Critical Accounting Estimates Management’s discussion and analysis of financial condition and results of operations are based on our consolidated financial statements which have been prepared in accordance with GAAP.
Critical Accounting Estimates Management’s discussion and analysis of financial condition and results of operations are based on our consolidated financial statements which have been prepared in accordance with GAAP.
We also sold $0.9 million of intangible assets in the fourth quarter of fiscal year 2020. 31 Cash Flows (used in) from Financing Activities Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 November 30, 2020 Proceeds from stock-based compensation plans $ 16,165 $ 15,033 $ 11,099 Repurchases of common stock (77,041) (35,000) (60,000) Dividend payment to stockholders (31,063) (31,561) (29,900) Proceeds from issuance of convertible senior notes, net of issuance costs of $9.9 million — 350,100 — Purchase of capped calls — (43,056) — Proceeds from the issuance of debt, net of payments of principal and debt issuance costs (1,660) (118,217) 87,212 Other financing activities (7,824) (5,186) (5,331) Net cash flows (used in) from financing activities $ (101,423) $ 132,113 $ 3,080 During fiscal year 2022, we received $16.2 million from the exercise of stock options and the issuance of shares under our employee stock purchase plan as compared to $15.0 million in fiscal year 2021 and $11.1 million in fiscal year 2020.
Cash Flows from (used in) Financing Activities Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 November 30, 2021 Proceeds from stock-based compensation plans $ 25,956 $ 16,165 $ 15,033 Repurchases of common stock (33,962) (77,041) (35,000) Dividend payment to stockholders (31,554) (31,063) (31,561) Proceeds from issuance of convertible senior notes, net of issuance costs of $9.9 million — — 350,100 Purchase of capped calls — — (43,056) Proceeds from the issuance of debt, net of payments of long term debt and debt issuance costs 103,125 (1,660) (118,217) Other financing activities (12,377) (7,824) (5,186) Net cash flows (used in) from financing activities $ 51,188 $ (101,423) $ 132,113 During fiscal year 2023, we received $26.0 million from the exercise of stock options and the issuance of shares under our employee stock purchase plan as compared to $16.2 million in fiscal year 2022, and $15.0 million in fiscal year 2021.
The increases in North America and EMEA were primarily due to the acquisition of Kemp and increases in license revenue from our DataDirect product offerings and maintenance revenue from our Ipswitch product offerings. Revenue from Latin America increased due to the acquisition of Kemp, and an increase in Sitefinity license and maintenance revenue.
The increases in North America and EMEA were primarily due to the acquisition of MarkLogic and increases in license revenue from OpenEdge and Kemp LoadMaster. Revenue from Latin America increased due to an increase in OpenEdge license and maintenance revenue. Revenue from Asia Pacific increased due to the acquisition of MarkLogic, as well as increases in our Chef product offerings.
Days sales outstanding ("DSO") in accounts receivable increased to 62 days at the end of fiscal year 2022 compared to 60 days at the end of fiscal year 2021, due to the timing of billings and collections. In addition, our net deferred revenue as of November 30, 2022 increased by $30.1 million from the end of fiscal year 2021.
Days sales outstanding ("DSO") in accounts receivable remained flat at 62 days in fiscal year 2023 as compared to fiscal year 2022. In addition, our net deferred revenue as of November 30, 2023 increased by $12.6 million from the end of fiscal year 2022.
We calculate ARR by taking monthly recurring revenue, or MRR, and multiplying it by 12. MRR for each month is calculated by aggregating, for all customers during that month, monthly revenue from committed contractual amounts, additional usage and monthly subscriptions.
We calculate ARR by taking monthly recurring revenue, or MRR, and multiplying it by 12. MRR for each month is calculated by aggregating, for all customers during that month, monthly revenue from committed contractual amounts, additional usage and monthly subscriptions. The calculation is done at constant currency using the current year budgeted exchange rates for all periods presented.
We intend to continue to repurchase our shares in sufficient quantities to offset dilution from our equity plans and to continue to return a portion of our annual cash flows from operations to stockholders in the form of dividends. In fiscal year 2022, we repurchased and retired 1.7 million shares of our common stock for $77.0 million.
We currently intend to continue to repurchase our shares in sufficient quantities to offset dilution from our equity plans and to continue to return a portion of our annual cash flows from operations to stockholders in the form of dividends.
Provision for Income Taxes Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Provision for income taxes $ 22,186 $ 17,114 30 % As a percentage of total revenue 4 % 3 % Our effective income tax rate was 19% and 18% for fiscal years 2022 and 2021 respectively.
Provision for Income Taxes Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 % Change Provision for income taxes $ 9,460 $ 22,186 (57) % As a percentage of income before income taxes 12 % 19 % Our effective income tax rate was 12% and 19% for fiscal years 2023 and 2022 respectively.
The SSP of services is based upon observable prices in similar transactions using the hourly rates sold in stand-alone services transactions. Services are either sold on a time and materials basis or prepaid upfront. Revenue related to software-as-a-service ("SaaS") offerings is recognized ratably over the contract period.
Services are either sold on a time and materials basis or prepaid upfront. Revenue related to software-as-a-service ("SaaS") offerings is recognized ratably over the contract period.
General and Administrative Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 Change General and administrative $ 77,876 $ 65,128 $ 12,748 20 % As a percentage of total revenue 13 % 12 % Components of general and administrative: Personnel Related Costs $ 61,330 $ 51,601 $ 9,729 19 % Contractors and Outside Services 9,763 9,299 464 5 % Other general and administrative costs 6,783 4,228 2,555 60 % Total cost of general and administrative $ 77,876 $ 65,128 $ 12,748 20 % General and administrative expenses include the costs of our finance, human resources, legal, information systems and administrative departments.
General and Administrative Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 Change General and administrative $ 83,157 $ 77,876 $ 5,281 7 % As a percentage of total revenue 12 % 13 % Components of general and administrative: Personnel Related Costs $ 65,858 $ 61,330 $ 4,528 7 % Contractors and Outside Services 12,888 9,763 3,125 32 % Other general and administrative costs 4,411 6,783 (2,372) (35) % Total cost of general and administrative $ 83,157 $ 77,876 $ 5,281 7 % 26 General and administrative expenses include the costs of our finance, human resources, legal, information systems and administrative departments.
Revenue by Region Fiscal Year Ended Percentage Change (In thousands) November 30, 2022 November 30, 2021 As Reported Constant Currency North America $ 341,154 $ 317,814 7 % 7 % As a percentage of total revenue 57 % 60 % EMEA $ 207,707 $ 169,335 23 % 32 % As a percentage of total revenue 35 % 32 % Latin America $ 18,053 $ 17,036 6 % 4 % As a percentage of total revenue 3 % 3 % Asia Pacific $ 35,099 $ 27,128 29 % 33 % As a percentage of total revenue 5 % 5 % Total revenue generated in North America increased $23.3 million, and total revenue generated outside North America increased $47.4 million, in fiscal year 2022.
Revenue by Region Fiscal Year Ended Percentage Change (In thousands) November 30, 2023 November 30, 2022 As Reported Constant Currency North America $ 411,670 $ 341,154 21 % 21 % As a percentage of total revenue 59 % 57 % EMEA $ 222,862 $ 207,707 7 % 6 % As a percentage of total revenue 32 % 35 % Latin America $ 21,112 $ 18,053 17 % 14 % As a percentage of total revenue 3 % 3 % Asia Pacific $ 38,795 $ 35,099 11 % 12 % As a percentage of total revenue 6 % 5 % 24 Total revenue generated in North America increased $70.5 million, and total revenue generated outside North America increased $21.9 million, in fiscal year 2023.
See Note 9: Debt for further discussion. 30 Cash Flows from Operating Activities Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 November 30, 2020 Net income $ 95,069 $ 78,420 $ 79,722 Non-cash reconciling items included in net income 104,121 100,666 64,534 Changes in operating assets and liabilities (7,030) (556) 591 Net cash flows from operating activities $ 192,160 $ 178,530 $ 144,847 The increase in cash generated from operations in fiscal year 2022 as compared to fiscal year 2021 was primarily due to increased collections resulting from the acquisition of Kemp, as well as particularly strong collections generated from the rest of the business, partially offset by higher compensation related payments as compared to the same period in 2021.
See Note 8: Debt for further discussion. 30 Cash Flows from Operating Activities Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 November 30, 2021 Net income $ 70,197 $ 95,069 $ 78,420 Non-cash reconciling items included in net income 127,063 104,121 100,666 Changes in operating assets and liabilities (23,340) (7,030) (556) Net cash flows from operating activities $ 173,920 $ 192,160 $ 178,530 The decrease in cash generated from operations in fiscal year 2023 as compared to fiscal year 2022 was primarily due to higher interest expense on debt and an increase in cash paid for income taxes, partially offset by higher billings and collections.
Accordingly, the minimal balance of the restructuring reserve is included in other accrued liabilities on the consolidated balance sheet at November 30, 2022. Credit Facility On January 25, 2022, we entered into the Credit Agreement providing for a $275.0 million secured term loan and a $300.0 million secured revolving credit facility.
Credit Facility On January 25, 2022, we entered into the Credit Agreement providing for a $275.0 million secured term loan and a $300.0 million secured revolving Credit Facility.
Refer to Note 9: Debt, for further details on the impact of the amendment. Interest income and other, net, was higher in fiscal year 2022, resulting from the recognition of grant income during the first quarter of the year. Foreign currency loss decreased year over year.
Refer to Note 8: Debt, for further details on the impact of the amendment. Interest income and other, net, was higher in fiscal year 2023, resulting from higher interest rates worldwide. Foreign currency loss increased year over year due to rate volatility and timing of intercompany and hedge settlement activities.
The SSP of maintenance services is a percentage of the net selling price of the related software license. Professional services revenue is generally recognized as the services are delivered to the customer. We apply the practical expedient of recognizing revenue upon invoicing for time and materials-based arrangements.
The SSP of maintenance services is a percentage of the net selling price of the related software license. Professional services revenue is generally recognized as the services are delivered to the customer. The SSP of services is based upon observable prices in similar transactions using the hourly rates sold in stand-alone services transactions.
We have paid aggregate cash dividends totaling $31.1 million, $31.6 million and $29.9 million for the years ended November 30, 2022, November 30, 2021 and November 30, 2020, respectively.
We have paid aggregate cash dividends totaling $31.6 million, $31.1 million and $31.6 million for the years ended November 30, 2023, 2022, and 2021, respectively. Future declarations of dividends and the establishment of future record and payment dates are subject to the final determination of our Board of Directors.
The year over year increase is due to our acquisition of Kemp in the fourth quarter of fiscal year 2021. 24 Cost of Maintenance and Services Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 Change Cost of maintenance and services $ 62,177 $ 58,242 $ 3,935 7 % As a percentage of maintenance and services revenue 15 % 16 % As a percentage of total revenue 10 % 11 % Components of cost of maintenance and services: Personnel Related Costs $ 44,049 $ 40,015 $ 4,034 10 % Contractors and Outside Services 12,286 13,087 (801) (6) % Hosting and Other 5,842 5,140 702 14 % Total cost of maintenance and services $ 62,177 $ 58,242 $ 3,935 7 % Cost of maintenance and services consists primarily of costs of providing customer support, consulting, and education.
Cost of Maintenance and Services Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 Change Cost of maintenance and services $ 85,255 $ 62,177 $ 23,078 37 % As a percentage of maintenance and services revenue 18 % 15 % As a percentage of total revenue 12 % 10 % Components of cost of maintenance and services: Personnel Related Costs $ 63,471 $ 44,049 $ 19,422 44 % Contractors and Outside Services 13,969 12,286 1,683 14 % Hosting and Other 7,815 5,842 1,973 34 % Total cost of maintenance and services $ 85,255 $ 62,177 $ 23,078 37 % Cost of maintenance and services consists primarily of costs of providing customer support, consulting, and education.
Net Income Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Net income $ 95,069 $ 78,420 21 % As a percentage of total revenue 16 % 15 % Select Performance Metrics: Management evaluates our financial performance using a number of financial and operating metrics.
The primary reason for the decrease in the effective rate was due to more favorable tax benefits related to stock-based compensation during 2023 compared to 2022. 28 Net Income Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 % Change Net income $ 70,197 $ 95,069 (26) % As a percentage of total revenue 10 % 16 % Select Performance Metrics: Management evaluates our financial performance using a number of financial and operating metrics.
See Note 16: Restructuring to our Consolidated Financial Statements in Part II, Item 8 of this Form 10-K for additional details, including types of expenses incurred and the timing of future expenses and cash payments. 26 Acquisition-Related Expenses Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Acquisition-related expenses $ 4,603 $ 4,102 12 % As a percentage of total revenue 1 % 1 % Acquisition-related costs are expensed as incurred and include those costs incurred as a result of a business combination.
See Note 15: Restructuring to our Consolidated Financial Statements in Part II, Item 8 of this Form 10-K for additional details, including types of expenses incurred and the timing of future expenses and cash payments.
These increases were partially offset by the negative impact of foreign exchange on license and maintenance revenue in our EMEA region. Changes in prices from fiscal year 2021 to 2022 did not have a significant impact on our revenue.
Changes in prices from fiscal year 2022 to 2023 did not have a significant impact on our revenue.
Software License Revenue Fiscal Year Ended Percentage Change (In thousands) November 30, 2022 November 30, 2021 As Reported Constant Currency License $ 188,336 $ 156,590 20 % 24 % As a percentage of total revenue 31 % 29 % Software license revenue increased in fiscal year 2022 primarily due to the acquisition of Kemp, as well as increases in license sales in our DataDirect and Corticon product offerings, which was partially offset by the negative impact of foreign exchange. 23 Maintenance and Services Revenue Fiscal Year Ended Percentage Change (In thousands) November 30, 2022 November 30, 2021 As Reported Constant Currency Maintenance $ 362,335 $ 325,863 11 % 14 % As a percentage of total revenue 60 % 61 % Professional services $ 51,342 $ 48,860 5 % 7 % As a percentage of total revenue 9 % 10 % Total maintenance and services revenue $ 413,677 $ 374,723 10 % 13 % As a percentage of total revenue 69 % 71 % Maintenance revenue increased in fiscal year 2022 primarily due to the acquisition of Kemp, as well as an increase in maintenance revenue from our Chef, Ipswitch and DevTools product offerings, partially offset by the negative impact of foreign exchange in our EMEA region .
Maintenance and Services Revenue Fiscal Year Ended Percentage Change (In thousands) November 30, 2023 November 30, 2022 As Reported Constant Currency Maintenance $ 401,501 $ 362,335 11 % 10 % As a percentage of total revenue 58 % 60 % Professional services $ 72,149 $ 51,342 41 % 40 % As a percentage of total revenue 10 % 9 % Total maintenance and services revenue $ 473,650 $ 413,677 14 % 14 % As a percentage of total revenue 68 % 69 % Maintenance revenue increased in fiscal year 2023 primarily due to the acquisition of MarkLogic, as well as an increase in maintenance revenue from our OpenEdge, Chef, and DevTools product offerings.
However, we believe that existing cash balances, together with funds generated from operations and amounts available under our credit facility, will be sufficient to finance our operations and meet our foreseeable cash requirements, including quarterly cash dividends and stock repurchases to Progress stockholders, as applicable, through at least the next twelve months.
However, we currently believe that existing cash balances, together with funds generated from operations and amounts available under our Credit Facility, will be sufficient to finance our operations and meet our foreseeable cash requirements, including quarterly cash dividends and stock repurchases to Progress stockholders, as applicable, through at least the next twelve months. 23 Results of Operations Fiscal Year 2023 Compared to Fiscal Year 2022 Revenue Fiscal Year Ended Percentage Change (In thousands) November 30, 2023 November 30, 2022 As Reported Constant Currency Revenue $ 694,439 $ 602,013 15 % 15 % The increase in revenue in fiscal year 2023 was driven by the acquisition of MarkLogic, which closed during the first quarter of fiscal year 2023, as well as increases in our OpenEdge, Kemp LoadMaster, Sitefinity, Ipswitch, DevTools, Corticon, and Chef product offerings.
Revenue from Asia Pacific increased due to the acquisition of Kemp as well as increases in our OpenEdge, DevTools, and Sitefinity product offerings. Total revenue generated in markets outside North America represented 43% of total revenue in fiscal year 2022 compared to 40% of total revenue in the same period last year.
Total revenue generated in markets outside North America represented 41% of total revenue in fiscal year 2023 compared to 43% of total revenue in the same period last year.
Progress helps customers drive faster cycles of innovation, fuel momentum and accelerate their path to success. The key tenets of our strategic plan and operating model are as follows: Be the Trusted Provider of the Best Products to Develop, Deploy and Manage High Impact Applications .
Overview Progress Software Corporation ("Progress," the "Company," "we," "us," or "our") provides enterprise software products for the development, deployment and management of high-impact business applications. The key tenets of our strategic plan and operating model are as follows: Be a Trusted Provider of Products to Develop, Deploy and Manage High Impact Applications .
We are pursuing a total growth strategy driven by accretive acquisitions of businesses within the infrastructure software space, with products that appeal to both IT organizations and individual developers. These acquisitions must meet strict financial and other criteria, which help further our goal to provide significant stockholder returns by providing scale and increased cash flows.
We are pursuing a total growth strategy driven by accretive acquisitions of businesses within the infrastructure software space, with products that appeal to both IT organizations and individual developers. In April 2019, we acquired Ipswitch, Inc.; in October 2020, we acquired Chef Software, Inc.; in November 2021, we acquired Kemp Technologies; and in February 2023, we acquired MarkLogic.
Income from Operations Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Income from operations $ 132,131 $ 116,102 14 % As a percentage of total revenue 22 % 22 % Income from operations increased year over year due to an increase in revenue, offset by increases in costs of revenue and operating expenses as shown above. 27 Other (Expense) Income Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Interest expense $ (15,790) $ (20,045) (21) % Interest income and other, net 1,414 777 82 % Foreign currency loss, net (500) (1,300) (62) % Total other expense, net $ (14,876) $ (20,568) (28) % As a percentage of total revenue (2) % (4) % Total other expense, net, decreased in fiscal year 2022 due to decreased interest expense on our convertible senior notes resulting from the adoption of ASU 2020-06.
Income from Operations Fiscal Year Ended (In thousands) November 30, 2023 November 30, 2022 % Change Income from operations $ 110,523 $ 132,131 (16) % As a percentage of total revenue 16 % 22 % Income from operations decreased year over year due to an increase in costs of revenue and operating expenses, offset by an increase in revenue, as shown above.
If management made different estimates or judgments, material differences in the fair values of the net assets acquired may result. Recent Accounting Pronouncements Refer to Note 1: Nature of Business and Summary of Significant Accounting Policies to our Consolidated Financial Statements in Part II, Item 8 of this Form 10-K. 33
If management made different estimates or judgments, material differences in the fair values of the net assets acquired may result.
These cash inflows were offset by repurchases of common stock of $77.0 million, dividend payments of $31.1 million, the effect of exchange rates on cash of $11.9 million, payments of debt obligations of $6.9 million, purchases of property and equipment of $6.1 million, and payments of issuance costs for long-term debt of $2.3 million.
These cash outflows were offset by proceeds from the issuance of debt of $195.0 million to partially fund the acquisition of MarkLogic, cash inflows from operations of $173.9 million, $13.6 million in cash received from the issuance of common stock, and the effect of exchange rates on cash of $6.0 million.
Cyber Incident Fiscal Year Ended (In thousands) November 30, 2022 November 30, 2021 % Change Cyber incident $ 602 $ — * As a percentage of total revenue — % — % *Not meaningful As previously disclosed on December 19, 2022, following the detection of irregular activity on certain portions of our corporate network, we engaged outside cybersecurity experts and other incident response professionals to conduct a forensic investigation and assess the extent and scope of the cyber incident.
MOVEit Transfer and MOVEit Cloud represented less than 4% in aggregate of the Company’s revenue for the fiscal year ended November 30, 2023. Progress engaged outside cybersecurity experts and other incident response professionals to conduct a forensic investigation and assess the extent and scope of the MOVEit Vulnerability.
The calculation is done at constant currency using the current year budgeted exchange rates for all periods presented. 28 Our ARR was $497.0 million and $480.0 million as of November 30, 2022 and 2021, respectively, which is an increase of 3.5% year-over-year. The growth in ARR was driven by multiple products including OpenEdge, DataDirect, Sitefinity, Chef, DevTools and FileTransfer.
Our ARR was $574.0 million and $490.0 million as of November 30, 2023 and 2022, respectively, which is an increase of 17.1% year-over-year. The growth in ARR was primarily driven by the acquisition of MarkLogic.
Net dollar retention rate is not calculated in accordance with GAAP. Our net dollar retention rates have generally ranged between 98% and 101% for all periods presented. Our high net dollar retention rates illustrate our predictable and durable top line performance.
Our net retention rates have generally ranged between 100% and 102% for all periods presented. We believe net retention rates can be a helpful indicator of the durability of top line performance.
Liquidity and Capital Resources Cash, Cash Equivalents and Short-Term Investments (In thousands) November 30, 2022 November 30, 2021 Cash and cash equivalents $ 256,277 $ 155,406 Short-term investments — 1,967 Total cash, cash equivalents and short-term investments $ 256,277 $ 157,373 The increase in cash, cash equivalents and short-term investments of $98.9 million from the end of fiscal year 2021 was primarily due to cash inflows from operations of $192.2 million, proceeds from the sale of long-lived assets of $26.0 million, $8.3 million in cash received from the issuance of common stock, and proceeds from the issuance of debt of $7.5 million.
Liquidity and Capital Resources Cash and Cash Equivalents (In thousands) November 30, 2023 November 30, 2022 Cash and cash equivalents $ 126,958 $ 256,277 The decrease in cash and cash equivalents of $129.3 million from the end of fiscal year 2022 was primarily due to cash outflows of $355.3 million for cash paid for acquisitions, net of cash acquired, repayment of the revolving line of credit of $85.0 million, repurchases of common stock of $34.0 million, dividend payments of $31.6 million, payments of debt obligations of $6.9 million, and purchases of property and equipment of $5.6 million.
Professional services revenue increased primarily due to increased services revenue from our Sitefinity, Ipswitch, and DevTools product offerings.
The increase in maintenance revenue was partially offset by a decrease in Kemp LoadMaster maintenance revenue. Professional services revenue increased primarily due to our acquisition of MarkLogic, as well as an increase in professional services revenue from our Sitefinity product offerings. The increase in professional services revenue was partially offset by a decrease in professional services revenue of Chef.