What changed in this filing

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Item 2. Management’s Discussion and Analysis

2026-07-30 compared with 2026-04-30 · 106 added, 61 removed, 315 unchanged (35% of the section changed)

24 unchanged sentences

KEY PERFORMANCE INDICATORS

We evaluate our results using certain key performance indicators, including operating metrics such as recurring monthly revenue and gross customer revenue attrition, as well as GAAP total revenue and the non-GAAP measures Adjusted Earnings per Share (“Adjusted EPS”) and Adjusted EBITDA (“Adjusted EBITDA”), both from continuing operations.

We evaluate our results using certain key performance indicators, including operating metrics such as recurring monthly revenue and gross customer revenue attrition, as well as GAAP total revenue and the non-GAAP measures Adjusted Earnings per Share (“Adjusted EPS”) and Adjusted Earnings Before Interest, Taxes, Depreciation, and Amortization (“Adjusted EBITDA”), both from continuing operations.

Computations of our key performance indicators may not be comparable to other similarly titled measures reported by other companies.

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Total Revenue

Management and the Board use total revenue, which is calculated in accordance with GAAP, to evaluate the performance of employees (including members of management) and the Company as a whole, as well as to allocate resources.

Management and the Board of Directors use total revenue, which is calculated in accordance with GAAP, to evaluate the performance of employees (including members of management) and the Company as a whole, as well as to allocate resources.

Refer to the section titled “Results of Operations—Revenue” for additional information.

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The information described herein could have a material effect on our business, financial condition, results of operations, cash flows, and key performance indicators.

As of March 31, 2026, we served approximately 6.1 million security monitoring service subscribers.

As of June 30, 2026, we served approximately 6.1 million security monitoring service subscribers.

Generally, a significant upfront investment is required to acquire new subscribers that in turn provide ongoing and predictable recurring revenue (RMR) generated from our monitoring services and other subscriber-based offerings.

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A 100 basis point change in customer attrition typically has approximately a $40 million impact on recurring revenue on an annualized basis.

As of March 31, 2026, gross customer revenue attrition was 13.1%, as compared to 12.6% in the prior year, driven by higher non-payment disconnects slightly offset by fewer relocations and voluntary disconnects.

As of June 30, 2026, gross customer revenue attrition was 13.1%, as compared to 12.8% in the prior year, driven by higher non-payment disconnects slightly offset by fewer voluntary disconnects.

Relocations are sensitive to changes in the residential housing market, and fewer relocations generally lead to improvements in customer attrition, but fewer subscriber additions.

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Changes in our recurring revenue base, including subscriber count, price escalations, or change in offerings, can also impact our results.

As of March 31, 2026, RMR was $359 million, as compared to $360 million in the prior year period, primarily reflecting lower recurring monthly revenue due to the sale of our multifamily business in October 2025 (the “Multifamily Divestiture”), partially offset by an increase in average prices.

As of June 30, 2026, RMR was $360 million, as compared to $363 million in the prior year period, primarily reflecting lower recurring monthly revenue due to the sale of our multifamily business in October 2025 (the “Multifamily Divestiture”), partially offset by an increase in average prices.

Macroeconomic and Other Trends and Uncertainties

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Supreme Court ruled that certain tariffs imposed under the International Emergency Economic Powers Act (“IEEPA”) were unauthorized.

However, the ruling did not establish a process or timing for any potential refunds.

We have not recorded a receivable for any refund of IEEPA tariffs, and the amount of IEEPA tariff refunds that we ultimately recover may differ from the full amount we previously paid.

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RESULTS OF OPERATIONS

Three Months Ended March 31,

Three Months Ended June 30, Six Months Ended June 30,

(in thousands, except per share data or as otherwise indicated)

2026 2025 $ Change

2026 2025 $ Change 2026 2025 $ Change

Monitoring and related services $ 1,082,111 $ 1,090,241 $ (8,130) $ 2,162,587 $ 2,173,345 $ (10,758)

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Gross customer revenue attrition (percent) (2)

13.1% 12.6% N/A*

13.1% 12.8% N/A* 13.1% 12.8% N/A*

Adjusted EPS (3)

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Period‑over‑period changes in income (loss) from continuing operations, including on a per share basis, are discussed through the analysis of the underlying GAAP components below:

The three months ended March 31, 2026, as compared to the prior year period, primarily reflects:

The three and six months ended June 30, 2026, as compared to the prior year periods, primarily reflects:

• Monitoring and related services revenue (“M&S Revenue”) :

(i) lower recurring revenue of $7 million primarily driven by a decrease in volume, including the Multifamily Divestiture, of $28 million, partially offset by an increase in price of $20 million, and (ii) higher revenue of $4 million primarily attributable to an increase in time and materials billings.

(i) lower recurring revenue of $11 million and $18 million, respectively, primarily driven by a decrease in volume and other items, including the Multifamily Divestiture, of $31 million and $59 million, respectively, partially offset by an increase in price of $20 million and $40 million, respectively, and (ii) higher revenue of $3 million and $8 million, respectively, primarily attributable to an increase in time and materials billings.

• Security installation, product, and other revenue :

higher installation revenue of $12 million primarily driven by a higher mix of professionally installed systems under the outright sales model in connection with our refined equipment ownership go-to-market approach.

higher installation revenue of $32 million and $44 million, respectively, primarily driven by a higher mix of professionally installed systems under the outright sales model in connection with our refined equipment ownership go-to-market approach.

Cost of Revenue

The three months ended March 31, 2026, as compared to the prior year period, primarily reflects:

The three and six months ended June 30, 2026, as compared to the prior year periods, primarily reflects:

• Monitoring and related services costs (“M&S Costs”):

a decrease in M&S Costs of $2 million primarily due to lower customer service and maintenance costs of $4 million partially offset by higher interactive fees of $2 million.

a decrease in M&S Costs of $5 million and $8 million, respectively, primarily due to lower customer service and maintenance costs of $7 million and $11 million, respectively, partially offset by higher interactive fees of $2 million and $3 million, respectively.

• Security installation, product, and other costs :

an increase in installation and product costs of $5 million primarily due to a higher mix of professionally installed systems under the outright sales model discussed above.

an increase in installation and product costs of $19 million and $24 million, respectively, primarily due to a higher mix of professionally installed systems under the outright sales model discussed above.

Selling, General, and Administrative Expenses

The three months ended March 31, 2026, as compared to the prior year period, primarily reflects:

• a decrease in general and administrative costs of $27 million primarily as a result of a loss recovery from a legal settlement during the current period, partially offset by

The three months ended June 30, 2026, as compared to the prior year period, primarily reflects increases in:

• selling costs of $9 million primarily due to the amortization of deferred subscriber acquisition costs,

• share-based compensation of $7 million,

• advertising costs of $5 million, and

• the allowance for credit losses of $4 million.

The six months ended June 30, 2026, as compared to the prior year period, primarily reflects:

• an increase in the allowance for credit losses of $23 million,

• an increase in selling expenses of $15 million primarily due to the amortization of deferred subscriber acquisition costs, and

• an increase in advertising costs of $8 million, partially offset by

• a decrease in general and administrative costs of $24 million primarily as a result of a loss recovery from a legal settlement during the three months ended March 30, 2026.

Depreciation and Intangible Asset Amortization

The three months ended March 31, 2026, as compared to the prior year period, primarily reflects:

• an increase in the amortization of customer contracts acquired under our authorized dealer program and from other third parties of $5 million and

• an increase in the depreciation of property, plant, and equipment of $5 million, partially offset by

• a decrease in depreciation of subscriber system assets of $5 million.

The three and six months ended June 30, 2026, as compared to the prior year periods, primarily reflects:

• an increase in the depreciation of property and equipment of $8 million and $14 million, respectively, and

• an increase in the amortization of customer contracts acquired under our authorized dealer program and from other third parties of $4 million and $9 million, respectively, partially offset by

• a decrease in depreciation of subscriber system assets of $6 million and $11 million, respectively, due to the shift to an outright sales model.

Interest Expense, Net

The three months ended March 31, 2026, as compared to the prior year period, primarily reflects a decrease in unrealized losses on interest rate swaps of $17 million, with the remaining change due to lower interest rates on our long-term debt.

The three and six months ended June 30, 2026, as compared to the prior year periods, primarily reflects a decrease in unrealized losses on interest rate swaps of $7 million and $24 million, respectively, with the remaining change due to lower interest rates on our long-term debt.

Other Income (Expense)

The three months ended March 31, 2026, as compared to the prior year period, primarily reflects a loss on extinguishment of debt of $6 million recorded in the prior year period.

The three months ended June 30, 2026, as compared to the prior year period, was relatively flat.

The six months ended June 30, 2026, as compared to the prior year period, primarily reflects a loss on extinguishment of debt of $6 million recorded in the prior year periods.

Income Tax Benefit (Expense)

The Company’s income tax expense for the three months ended March 31, 2026 was $58 million, resulting in an effective tax rate for the period of 25.5%.

The Company’s income tax expense for the three months ended June 30, 2026 was $61 million, resulting in an effective tax rate for the period of 28.2%.

The effective tax rate primarily represents the federal statutory tax rate of 21.0% and a state tax rate, net of federal benefits, of 5.0%, and non-deductible items of 1.4%.

The Company’s income tax expense for the three months ended June 30, 2025 was $59 million, resulting in an effective tax rate for the period of 25.9%.

The effective tax rate primarily represents the federal statutory tax rate of 21.0% and a state tax rate, net of federal benefits, of 4.9%.

The Company’s income tax expense for the three months ended March 31, 2025 was $51 million, resulting in an effective tax rate for the period of 26.4%.

The Company’s income tax expense for the six months ended June 30, 2026 was $119 million, resulting in an effective tax rate for the period of 26.8%.

The effective tax rate primarily represents the federal statutory tax rate of 21.0%, and a state tax rate, net of federal benefits, of 5.0%.

The Company’s income tax expense for the six months ended June 30, 2025 was $110 million, resulting in an effective tax rate for the period of 26.1%.

The effective tax rate primarily represents the federal statutory tax rate of 21.0%, and a state tax rate, net of federal benefits, of 5.2%.

NON-GAAP MEASURES

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The table below reconciles Adjusted EPS to diluted income (loss) from continuing operations per share of Common Stock:

Three Months Ended March 31,

2026 2025 $ Change

Three Months Ended June 30, Six Months Ended June 30,

2026 2025 $ Change 2026 2025 $ Change

Diluted income (loss) from continuing operations per share of Common Stock

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Merger, restructuring, integration, and other

0.01 — 0.01 0.01 0.01 —

Interest rate swaps, net (1)

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Loss on extinguishment of debt — — — — 0.01 (0.01)

Other, net (2)

0.01 — 0.01 0.02 — 0.02

Tax impact on adjustments (3)

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(1) Represents unrealized gains or losses on interest rate swaps presented in interest expense, net and other income (expense).

(2) Includes the impact related to the two-class method of EPS.

Refer to Note 11 “Earnings per Share.”

(3) Represents the tax impact on adjustments using the federal and state blended statutory rate.

(4) Amounts may not sum in this table due to rounding.

The increase in Adjusted EPS for the three months ended March 31, 2026, as compared to the prior year period, was primarily due to:

• $0.03 per share due to lower general and administrative costs and

• $0.01 per share due to a decrease in our diluted weighted average shares outstanding as a result of share repurchases, partially offset by

Adjusted EPS for the three months ended June 30, 2026, as compared to the prior year period, primarily reflects:

• $0.02 per share due to a decrease in diluted weighted average shares outstanding as a result of share repurchases and

• $0.02 per share due to an increase in revenue net of related costs, offset by

• $(0.01) per share due to an increase in depreciation and amortization,

• $(0.01) per share due to an increase in the amortization of deferred subscriber acquisition costs,

• $(0.01) per share due to an increase in advertising costs, and

• $(0.01) per share due to an increase in the allowance for credit losses.

The increase in Adjusted EPS for the six months ended June 30, 2026, as compared to the prior year period, was primarily due to:

• $0.03 per share due to a decrease in our diluted weighted average shares outstanding as a result of share repurchases,

• $0.03 per share due to an increase in revenue net of related costs, and

• $0.03 per share due to lower general and administrative costs, partially offset by

• $(0.03) per share due to an increase in the allowance for credit losses,

• $(0.02) per share due to an increase in the amortization of deferred subscriber acquisition costs,

• $(0.02) per share due to an increase in depreciation and amortization, and

• $(0.01) per share due to an increase in advertising costs.

The factors listed above exclude amounts that are outside of our definition of Adjusted EPS.

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The table below reconciles Adjusted EBITDA to income (loss) from continuing operations:

Three Months Ended March 31,

(in thousands) 2026 2025 $ Change

Three Months Ended June 30, Six Months Ended June 30,

(in thousands) 2026 2025 $ Change 2026 2025 $ Change

Income (loss) from continuing operations

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Loss on extinguishment of debt — — — — 6,443 (6,443)

(1,435) 900 (2,335) (760) 1,408 (2,168)

Adjusted EBITDA

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________________

(1) During 2026, primarily includes costs related to the Origin AI Acquisition.

(1) During 2026, primarily includes costs related to the Origin AI Acquisition and restructuring expenses.

(2) Represents unrealized gains or losses on interest rate swaps presented in other income (expense).

The increase in Adjusted EBITDA for the three months ended March 31, 2026, as compared to the prior year period, was primarily due to:

• a decrease in general and administrative costs of $27 million and

• higher installation revenue, net of the associated costs and commissions, of $5 million, partially offset by

• an increase in the allowance for credit losses of $19 million.

The decrease in Adjusted EBITDA for the three months ended June 30, 2026, as compared to the prior year period, was primarily due to:

• higher advertising costs of $5 million and

• higher allowance for credit losses of $4 million, partially offset by

• higher installation revenue, net of the associated costs and commissions, of $11 million.

The increase in Adjusted EBITDA for the six months ended June 30, 2026, as compared to the prior year period, was primarily due to:

• higher installation revenue, net of the associated costs and commissions, of $16 million and

• lower general and administrative expenses of $24 million, partially offset by

• an increase in the allowance for credit losses of $23 million and

• an increase in advertising costs of $8 million.

The factors listed above exclude amounts that are outside of our definition of Adjusted EBITDA.

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Liquidity and capital resources primarily consisted of the following:

(in thousands) March 31, 2026

(in thousands) June 30, 2026

Cash and cash equivalents $ 3,875

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We are not obligated to repurchase any of our shares of Common Stock, and the timing and amount of any repurchases depends on legal requirements, market conditions, stock price, the availability of the safe harbor provided by Rule 10b-18 under the Exchange Act, alternative uses of capital, and other factors.

During the first quarter of 2026, we repurchased, and subsequently retired, 18 million shares of our Common Stock in the open market pursuant to Rule 10b5-1 and Rule 10b-18 of the Exchange Act under the 2026 Share Repurchase Plan in multiple transactions for a total of $116 million (or $6.57 per share).

As of March 31, 2026, there was $1.4 billion remaining under the 2026 Share Repurchase Plan.

In April 2026, we repurchased, and subsequently retired, 17 million shares of our Common Stock in the open market pursuant to Rule 10b5-1 and Rule 10b-18 of the Exchange Act under the 2026 Share Repurchase Plan in multiple transactions for a total of $114 million (or $6.92 per share).

After these repurchases, we had $1.3 billion remaining under the 2026 Share Repurchase Plan.

During the first quarter of 2026, we repurchased, and subsequently retired, 18 million shares of our Common Stock in the open market pursuant to Rule 10b5-1 and/or Rule 10b-18 of the Exchange Act under the 2026 Share Repurchase Plan in multiple transactions for a total of $116 million (or $6.57 per share).

During the second quarter of 2026, we repurchased, and subsequently retired, 39 million shares of our Common Stock in the open market pursuant to Rule 10b5-1 and/or Rule 10b-18 of the Exchange Act under the 2026 Share Repurchase Plan in multiple transactions for a total of $267 million (or $6.85 per share).

Additionally, in May 2026, we repurchased, and subsequently retired, 29 million shares of our Common Stock under the 2026 Share Repurchase Plan for $211 million (or $7.25 per share) in connection with a secondary offering of our Common Stock by Apollo.

Refer to Note 14 “Related Party Transactions” for further information.

As of June 30, 2026, there was $906 million remaining under the 2026 Share Repurchase Plan.

Through July 23, 2026, we repurchased, and subsequently retired, 3 million shares of our Common Stock in the open market pursuant to Rule 10b5-1 and/or Rule 10b-18 of the Exchange Act under the 2026 Share Repurchase Plan in multiple transactions for a total of $21 million (or $6.81 per share).

After these repurchases, we had $885 million remaining under the 2026 Share Repurchase Plan.

Other Contractual Obligations

As of March 31, 2026, we continue to work to meet our commitment of $200 million of aggregate purchases under the Google Cloud Agreement Addendum.

In May 2026, we entered into an amendment to the Google Cloud Agreement Addendum, which replaced the Company’s initial purchase commitment.

Under the amended terms, we committed to purchase $235 million of Google Cloud Platform services over a five-year period, with annual minimum spend commitments that allow for flexibility to carry forward any over- or under-spend in a given period.

As of June 30, 2026, spend under the amended Google Cloud Agreement Addendum was not material.

Refer to Note 12 “Commitments and Contingencies.”

While we did not make any material cash payments during the three months ended March 31, 2026, we expect to make initial estimated federal and state tax payments in the second quarter of 2026, with subsequent payments scheduled for the periods they correspond to.

The specific payment amounts may fluctuate each quarter based on our financial results and tax positions taken.

On April 30, 2026, we announced a dividend of $0.055 per share to holders of Common Stock and Class B Common Stock of record on June 11, 2026, which will be paid on July 7, 2026.

During the second quarter of 2026, we made tax payments, net of refunds, of $15 million, including excise taxes.

The Company’s estimated tax payments may fluctuate each quarter based on our financial results and tax positions taken.

On July 30, 2026, we announced a dividend of $0.055 per share to holders of Common Stock and Class B Common Stock of record on September 10, 2026, which will be paid on October 1, 2026.

Long-Term Debt

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Refer to Note 6 “Debt” for additional information.

First Lien Revolving Credit Facility

During the second quarter of 2026, we borrowed and repaid $150 million under the First Lien Revolving Credit Facility.

Term Loan A Credit Agreement

In May 2026, we amended and restated the Term Loan A Credit Agreement, which provided for the issuance of $100 million of incremental borrowings under the Term Loan A due 2030.

We used the net proceeds for general corporate purposes, including share repurchases.

First Lien Notes due 2026 Redemption

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In March 2026, we amended the agreement governing the 2020 Receivables Facility to extend the uncommitted revolving period to April 2026.

In April 2026, we amended the agreement governing the 2020 Receivables Facility to extend the uncommitted revolving period to April 2027, among other things.

In April 2026, we amended the agreement governing the 2020 Receivables Facility to extend the uncommitted revolving period to April 2027, and to make certain amendments to advance rates, hedge rates, and other related provisions.

Debt Covenants

As of March 31, 2026, we were in compliance with all financial covenant and other maintenance tests for all our debt obligations.

As of June 30, 2026, we were in compliance with all financial covenant and other maintenance tests for all our debt obligations.

We do not believe there is a material risk of future noncompliance with our financial covenant and other maintenance tests.

1 unchanged sentence

The amounts and discussion below include cash flows from both continuing operations and discontinued operations, as appropriate, consistent with the presentation on the Statements of Cash Flows.

Three Months Ended March 31,

Six Months Ended June 30,

(in thousands) 2026 2025 $ Change

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Cash Flows from Operating Activities

The increase in net cash provided by operating activities, as compared to the prior year period, was primarily due to lower interest payments and the timing of certain payroll-related payments, as well as changes in assets and liabilities due to the volume and timing of other operating cash receipts and payments with respect to when the transactions are reflected in earnings.

The increase in net cash provided by operating activities, as compared to the prior year period, was primarily due to decrease in cash taxes and interest payments, the timing of certain payroll-related payments, as well as changes in assets and liabilities due to the volume and timing of other operating cash receipts and payments with respect to when the transactions are reflected in earnings.

Refer to the discussions above under “—Results of Operations” for further details.

1 unchanged sentence

The increase in net cash used in investing activities, as compared to the prior year period, was primarily due to:

• outflows of $164 million related to the Origin AI Acquisition, partially offset by

• outflows of $164 million related to the Origin AI Acquisition in the current year, partially offset by

• a decrease in dealer generated customer accounts and bulk account purchases of $92 million primarily due to higher bulk account purchases during 2025, and

• a decrease in subscriber system assets expenditures of $40 million primarily due to our continued transition to an outright sales model.

Cash Flows from Financing Activities

The decrease in net cash used in financing activities, as compared to the prior period, was primarily due to:

• lower share repurchases of $281 million, partially offset by

• a reduction in net borrowings on long-term debt of $137 million primarily related to the issuance of the First Lien Term Loan B-2 due 2032 partially offset by the partial redemption of the First Lien Notes due 2026 in the prior year.

The increase in net cash used in financing activities, as compared to the prior period, was primarily due to:

• higher share repurchases of $105 million and

• a reduction in net borrowings on long-term debt of $77 million, primarily related to borrowings under the Term Loan A due 2030 in the current year as compared to the issuance of the First Lien Term Loan B-2 due 2032 in the prior year, partially offset by the partial redemptions of the First Lien Notes due 2026, and

• an increase in net repayments on our 2020 Receivables Facility of $59 million.

CRITICAL ACCOUNTING ESTIMATES

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our strategic partnership and ongoing relationship with Google;

the expected timing of product commercialization with Google or any changes thereto;

the successful internal development, commercialization, and timing of our next generation platform and innovative offerings;

the expected timing of product commercialization with our external partners, including Google, or any changes thereto;

the successful internal development, commercialization, and timing of our next generation platform and innovative offerings, including ADT+ and those incorporating AI or advanced sensing capabilities;

the successful conversion of customers who continue to utilize outdated technology;

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• our ability to maintain and grow our existing customer base and to integrate strategic bulk purchases of customer accounts;

• our ability to sell our products and services or launch new products and services, including those incorporating AI or advanced sensing capabilities, in highly competitive markets, including the home security and automation market, and to achieve market acceptance with acceptable margins;

• our ability to sell our products and services or launch new products and services, including those incorporating AI or advanced sensing capabilities, in highly competitive markets with non-traditional entrants such as technology, telecommunications, and broadband companies, including the home security and automation market, and to achieve market acceptance with acceptable margins;

• our ability to successfully execute and scale our DIY offerings, including customer adoption, digital acquisition, and expansion into new distribution channels such as traditional retail and e-commerce channels;

• our ability to successfully upgrade obsolete equipment installed at our customers’ premises in an efficient and cost-effective manner;

• any changes in regulations or laws, economic and financial conditions, including labor and tax law changes or any impacts on the global economy or consumer discretionary spending due to tariffs or otherwise, changes to privacy requirements, changes to telemarketing, email marketing and similar consumer protection laws, interest volatility, and trade tariffs and restrictions applicable to the products we sell;

• any impacts from current global, economic, sovereign and political conditions and uncertainties, including the effects of, and uncertainty regarding, new or proposed tariff or trade regulations;

• any changes to regulations or laws, including those related to labor, tax, privacy (particularly as they relate to the collection, storage, and use of highly sensitive customer data, including video and audio recordings), telemarketing, email marketing, and consumer protection;

• any impacts from, or changes to, current global, economic, sovereign and political conditions and uncertainties, including inflationary pressures, high interest rates, and the effects of, and uncertainty regarding, new or proposed tariff or trade regulations, or any impacts on the global economy or consumer discretionary spending due to tariffs or otherwise;

• any material changes to the valuation allowances we take with respect to our deferred tax assets;

• the impact of cyber attacks or related breaches with respect to information technology systems, cybersecurity, or data security involving us, our business partners, or other third parties whose systems are interconnected with ours, and any similar future or still undetected attacks or incidents;

• risks related to the development, deployment, and use of AI in our products, services, and operations, including technological and legal uncertainties surrounding AI technologies;

• risks related to the development, governance, deployment, and use of AI in our products, services, and operations, including technological and legal uncertainties surrounding AI technologies;

• our dependence on third-party providers, suppliers, and dealers to enable us to produce and distribute our products and services in a cost-effective manner that protects our brand;

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• our ability to successfully integrate acquired businesses, including bulk acquisitions of customer accounts, technologies, and intellectual property, and to realize the anticipated benefits of such acquisitions in an efficient and cost-effective manner;

• the amount and timing of our cash flows and earnings, which may be impacted by customer, competitive, supplier and other dynamics and conditions;

• our ability to meet our debt service obligations and the amount and timing of our cash flows and earnings, which may be impacted by customer, competitive, supplier and other dynamics and conditions;

• our ability to maintain or improve margins through business efficiencies;

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Compared sentence by sentence after normalising whitespace, quotation marks, case and digits, so re-formatting and restated figures do not read as changed language. Wording changes appear as one removal and one addition. The current filing and the prior one are authoritative.

What changed 10-Q

Item 2. Management’s Discussion and Analysis