ACG4180: Financial Statement Analysis

Course Description

ACG4180 Financial Statement Analysis is the course in which accounting turns around. ⚠ Every prior accounting course teaches you to prepare financial statements; this one teaches you to read them — as an investor, a lender or an analyst who did not make them and has reason to be sceptical of the people who did.

The statewide inventory records the course at the University of West Florida and two private institutions. ⚠ Only UWF's catalog entry was retrievable, so this is a single-source guide. ⚠ The subject is nonetheless well standardised — it is a named topic on the CFA curriculum and a standard elective in accredited accounting and finance programmes — so the outcomes and topics can be stated with confidence while the prerequisites and structure should be checked locally.

UWF places it in the College of Business, Department of Accounting and Finance at 3 semester hours, with the prerequisite FIN 3403, and describes the "study of financial statements, including interpreting accounting data and analyzing financial statements." ⚠ It adds: "Offered concurrently with ACG 5185. Graduate students will be assigned additional work."

What the course actually does, and why it is more sceptical than it sounds. ⚠⚠ Financial statements are not measurements; they are the product of estimates and choices made by people with an interest in the result. Revenue recognition timing, inventory method, depreciation lives and salvage values, allowances for doubtful accounts, impairment judgements, pension assumptions, and the boundary of what gets consolidated — every one is a judgement, and every one moves reported earnings. The analyst's job is to see through the choices to the economics underneath.

The mechanics of that.

• Reading the actual filings — ⚠ and the course's first practical lesson is that the statements are the least informative part of an annual report. The notes carry the accounting policies, the segment detail, the contingencies and the off-balance-sheet arrangements; the management discussion and analysis carries the explanation; and the auditor's report tells you whether anyone objected. Analysts read the notes first.
• Ratio analysis, organised rather than memorised: liquidity (current, quick, cash conversion cycle), solvency and leverage (debt to equity, interest coverage), profitability (margins, return on assets and equity), efficiency (turnover ratios) and market ratios. ⚠ Ratios mean nothing in isolation — the analysis is the comparison, over time and against peers.
• DuPont decomposition — ⚠ the single most useful analytical tool in the course, because it separates return on equity into margin, asset turnover and leverage and therefore tells you why a company earns what it does. Two firms with identical ROE can be running completely different businesses, and DuPont shows it in one line.
• Cash flow analysis — ⚠⚠ and this is the heart of the sceptical half. Earnings are an opinion; cash is a fact. The gap between net income and operating cash flow is where accrual manipulation shows up, and a company reporting rising profits while operating cash flow deteriorates is the classic warning pattern. Free cash flow is what actually services debt and funds dividends.
• Quality of earnings — accrual quality, non-recurring items, ⚠ the gap between GAAP earnings and management's preferred "adjusted" figures, which is a disclosure worth reading carefully — and the standard red flags.
• Forecasting and valuation — pro forma statements, discounted cash flow, residual income and multiples-based approaches, and credit analysis from the lender's side.

Learning Outcomes

Required Outcomes

• Explain the purpose and limitations of financial statements and the interests of their different users.
• Locate and navigate the components of an annual report and Form 10-K, including the notes, MD&A and auditor's report.
• ⚠ Explain why the notes to the financial statements frequently carry more analytical information than the statements themselves.
• Explain how accounting choices and estimates affect reported results, and identify the principal ones.
• Perform horizontal, vertical and common-size analysis.
• Compute and interpret liquidity, solvency, profitability, efficiency and market ratios.
• ⚠ Interpret ratios comparatively — over time and against industry peers — rather than in isolation.
• Apply DuPont decomposition and explain the drivers of return on equity.
• Analyse the statement of cash flows and the relationships among its three sections.
• ⚠ Analyse the relationship between earnings and operating cash flow and explain what a widening gap indicates.
• Compute and interpret free cash flow.
• Assess earnings quality, including accrual quality and the treatment of non-recurring items.
• Evaluate non-GAAP measures against reported results and explain the reconciliation.
• ⚠ Identify red flags suggesting aggressive accounting or manipulation.
• Explain revenue recognition and the analytical questions it raises.
• Analyse the effects of inventory methods, depreciation policy and lease accounting on comparability.
• Analyse off-balance-sheet arrangements, contingencies and commitments.
• Adjust financial statements to improve comparability between firms using different policies.
• Prepare a forecast and pro forma statements from historical data and stated assumptions.
• Apply valuation approaches — discounted cash flow, residual income, multiples — and explain their assumptions.
• Perform a credit analysis and assess default risk.
• Write an analytical report with a conclusion, supporting evidence and stated limitations.

Optional Outcomes

• Explain segment and geographic reporting analysis.
• Explain pension and post-retirement obligation analysis.
• Explain share-based compensation and its dilutive effects.
• Explain business combinations and goodwill impairment analysis.
• Explain IFRS versus US GAAP differences relevant to comparison.
• Apply bankruptcy prediction models and their limitations.
• Explain forensic accounting techniques for detecting fraud.
• Explain ESG and sustainability reporting and its assurance.
• Build a financial model in a spreadsheet.
• Analyse banks or insurers, whose statements differ structurally.

Major Topics

Required Topics

• Users of financial statements and the analytical framework.
• The annual report and 10-K; the notes, MD&A and audit report.
• Accounting choices, estimates and their effects.
• Common-size and trend analysis.
• Ratio analysis across the five families.
• DuPont decomposition.
• Cash flow analysis and free cash flow.
• Earnings quality and accruals.
• Non-GAAP measures.
• Red flags and manipulation.
• Revenue recognition analysis.
• Inventory, depreciation and lease effects on comparability.
• Off-balance-sheet items and contingencies.
• Statement adjustment for comparability.
• Forecasting and pro forma statements.
• Valuation.
• Credit analysis.
• Analytical report writing.

Optional Topics

• Segment reporting.
• Pensions.
• Share-based compensation.
• Business combinations and goodwill.
• IFRS comparison.
• Bankruptcy prediction.
• Forensic accounting.
• ESG reporting.
• Financial modelling.
• Financial institutions.

Resources & Tools

• Textbooks: Subramanyam, Financial Statement Analysis — ⚠ the standard text (formerly Wild, Subramanyam and Halsey); Palepu, Healy and Peek, Business Analysis and Valuation — ⚠ the best at connecting accounting analysis to valuation, and the one that treats strategy as part of the analysis; Penman, Financial Statement Analysis and Security Valuation for the rigorous treatment; Fridson and Alvarez, Financial Statement Analysis: A Practitioner's Guide — ⚠ readable, practical and unusually candid about how managements shape reported results.
• ⚠⚠ Schilit, Perler and Engelhart, Financial Shenanigans — the standard book on detecting manipulation, built entirely on real cases, and the most enjoyable thing on any reading list in an accounting degree. Read it whether or not it is assigned.
• ⚠⚠ The primary sources are free and unlimited: SEC EDGAR (sec.gov/edgar) — every 10-K, 10-Q, 8-K and proxy statement filed by every US public company, free, full text, searchable. ⚠ This is the single best free resource in any business course, and the SEC's own Financial Statement Data Sets provide the same data in bulk for quantitative work. The SEC's Beginners' Guide to Financial Statements is free and short.
• Comparison and industry data: Bloomberg, Capital IQ, FactSet or Refinitiv where your institution provides a terminal — ⚠ learn one if you can; naming it on a résumé matters; Morningstar, Value Line and Mergent through library subscriptions; Yahoo Finance and stockanalysis.com free for quick ratio work; the Federal Reserve's FRED for macro context.
• Standards and regulation: the FASB Accounting Standards Codification (⚠ free through the Academic Accounting Access programme at most institutions); SEC comment letters, which are public on EDGAR and ⚠ show exactly what the regulator questioned in a filing — an underused teaching resource; PCAOB inspection reports.
• Professional: the CFA Institute — ⚠ financial statement analysis is one of the largest topic areas on CFA Level I, and its curriculum readings are excellent; the AICPA; the Florida Institute of CPAs.
• Tools: ⚠ Excel is the working instrument of this field and fluency in it is assumed rather than taught — model building, sensitivity tables, data tables; Python or R for bulk filing analysis if the course goes there.

Career Pathways

• Financial analysts (SOC 13-2051) — ⚠ the direct destination: equity research, corporate FP&A, and buy-side analysis.
• Credit analysts (SOC 13-2051) — ⚠ commercial banking is the largest employer of this skill and a common first job; the analysis is the same, run from the lender's side.
• Accountants and auditors (SOC 13-2011) — ⚠ Florida CPA licensure requires 150 semester hours, specific accounting and business coursework, the Uniform CPA Examination and qualifying experience, through the Florida Board of Accountancy. Check the current requirements directly; they change.
• Financial examiners (SOC 13-2061) — regulators and state agencies.
• Budget analysts (SOC 13-2031).
• Personal financial advisors (SOC 13-2052).
• Forensic accountants and fraud examiners (SOC 13-2011) — ⚠ the CFE credential; the red-flag material in this course is the foundation.
• Investment banking analysts (SOC 13-2051) — ⚠ competitive; the modelling and valuation skills are the entry requirement.
• Corporate development and M&A (SOC 13-2051, 11-3031).
• Treasury and controller track (SOC 11-3031, 13-2011).

⚠ Florida employers: Raymond James (St. Petersburg), the Big Four and national accounting firms across Tampa, Orlando, Miami and Jacksonville, regional and community banks, insurers, Florida-headquartered public companies (Publix, NextEra Energy, Lennar, Darden, Jabil, Ryder and others), and the Florida Office of Financial Regulation and Auditor General on the public side. ⚠ A Florida-headquartered company's 10-K makes an excellent course project — the filings are free and the business is local.

Special Information

⚠ Single-source guide — what to verify

• The subject content is safe: financial statement analysis has a settled national syllabus, reinforced by the CFA curriculum and by accreditation expectations.
• ⚠ The mechanics are UWF's — the finance prerequisite, the dual listing, and whether the course leans toward valuation or toward credit. Both emphases exist and the syllabus will tell you which.

⚠ Prerequisites — and note which one it is

UWF requires FIN 3403, financial management.

• ⚠⚠ A finance prerequisite rather than an accounting one signals the course's orientation: it is taught from the user's side, and it will assume time value of money, cost of capital and the basics of valuation.
• ⚠ Unlisted but genuinely assumed: intermediate financial accounting. The course analyses the effects of revenue recognition, inventory methods, depreciation policy, leases and deferred taxes — and a student who has not studied how those are recorded cannot analyse how they distort. If your programme allows this course without intermediate accounting, take intermediate first if you can.
• Also assumed: ⚠ Excel fluency, which the course uses and does not teach.

⚠ Dual-listed with the graduate course

UWF offers this concurrently with ACG 5185. ⚠⚠ Check the repeat restriction before registering if you intend to enter a Master of Accountancy at the same institution — which many students in this course will, since Florida CPA licensure requires 150 semester hours and a fifth year is the usual route to them. Taking the undergraduate version of a dual-listed course can block the graduate one for credit, and that is a costly discovery to make late.

Course format and workload

3 credits, 45 contact hours — lecture, three hours per week. UWF notes it may not be repeated for credit.

Expect 7–10 hours per week outside class. ⚠ Because it is dual-listed, expect cases and real filings rather than only end-of-chapter problems. Assessment typically includes examinations, ratio and cash-flow assignments, case analyses, and — ⚠ usually the major deliverable — a complete analysis of a real public company, written as a report with a recommendation.

⚠⚠ That company report is the portfolio piece. Choose a real company, pull its actual 10-K from EDGAR, and write something you would hand to an interviewer. Employers in this field ask what you have analysed.

⚠ Where students struggle

• ⚠⚠ Computing ratios instead of analysing them. The overwhelming failure mode. A page of correctly computed ratios with no interpretation is worth nothing — the analysis is what changed, compared with whom, and what it implies about the business.
• No benchmark. ⚠ A current ratio of 1.4 is neither good nor bad until you know the industry and the trend. Grocery retailers and software companies have structurally different balance sheets.
• Not reading the notes. ⚠ Students analyse the three statements and skip the twenty pages that explain them — where the accounting policies, the segment breakdown and the contingencies live.
• Treating reported earnings as fact. The whole point of the course is that they are the output of choices.
• Forecasting by extrapolation. ⚠ A pro forma built by growing every line at last year's rate is arithmetic, not analysis. Assumptions must be defensible and stated.
• Valuation output treated as precision. ⚠⚠ A discounted cash flow model is exquisitely sensitive to the discount rate and the terminal growth assumption — small changes swing the answer enormously, which is why sensitivity analysis is required rather than optional. A single point estimate to two decimal places is a false claim about certainty.

⚠⚠ Ethics — and this course is where accounting's failures are examined

• The cases are real and they are taught because the mechanisms recur. ⚠ Enron (off-balance-sheet entities), WorldCom (capitalising operating expenses), and more recent frauds each exploited a specific accounting choice — and each was visible in the filings to someone reading carefully.
• ⚠⚠ The line between aggressive and fraudulent is real and it is narrower than students expect. Choosing the most favourable permissible estimate is legal; choosing an unsupportable one is fraud; and "earnings management" describes the territory in between, where most of the interesting cases live.
• The professional obligation. ⚠ The AICPA Code of Professional Conduct and the CFA Institute Code and Standards both require independence, objectivity and diligence — and an analyst who signs off on a valuation they did not verify, or an auditor who accepts management's estimate without evidence, has a professional problem regardless of whether anything turns out to be wrong.
• ⚠ Florida CPA licensure requires an ethics component and continuing ethics education, which is worth knowing while choosing electives.

Articulation and transfer

⚠ Single-source guide, so verify locally. The number ACG4180 should articulate cleanly where a receiving institution offers it.

⚠⚠ The real transfer question for accounting students is not this course but the 150-hour CPA requirement. Florida specifies particular accounting and business coursework, not just a total credit count — and whether a transferred course satisfies a specific requirement is determined by the Florida Board of Accountancy, not by the registrar. Check with the Board and with the programme, and keep the syllabus.

Prefix note. ACG is general accounting; TAX taxation; ACG 5xxx the graduate accounting sequence; FIN finance; BUL business law; QMB quantitative methods. ⚠ Financial statement analysis is taught under both ACG and FIN — the ACG version leans toward accounting quality and the FIN version toward valuation — and a programme may require its own. Search by subject rather than prefix.

A 4000-level upper-division course; Florida College System institutions do not offer it. ACG2021 and ACG2071 — financial and managerial accounting principles — are the lower-division foundations, taught everywhere, and they transfer cleanly.

AI Integration

⚠⚠ Financial analysis is among the fields where AI adoption is furthest along, because the inputs are structured text and numbers and the volume is enormous.

What is genuinely in professional use:

• Automated extraction from filings — pulling standardised data from thousands of 10-Ks, which is how the commercial data providers build their databases.
• ⚠ Textual analysis of MD&A and earnings calls — sentiment, tone change, hedging language and evasiveness are measurable, and there is a substantial academic literature showing they carry information beyond the numbers.
• Anomaly and fraud detection — ⚠ models trained to flag unusual accrual patterns or filing characteristics; the SEC itself uses analytics of this kind.
• Automated first-draft research notes and summarisation.
• Credit scoring and default prediction at scale.
• Audit analytics — full-population testing rather than sampling, which is a genuine change in audit practice.

⚠⚠ Where it fails, and in this field the failures are expensive:

• ⚠⚠ Fabricated financial figures. Revenue, margins, debt levels and ratios invented fluently for real companies. EDGAR is free and definitive — every number in an analysis must come from the filing.
• Stale data. ⚠ Financial data ages by the quarter, and model output reflects whatever its training data held.
• Missing what is not in the numbers. ⚠⚠ The analytical judgements that matter — whether a revenue recognition policy is aggressive, whether an estimate is supportable, whether a segment disclosure is hiding something — require reading the notes against the business. That is exactly the work the course teaches and exactly what a summarisation tool skips.
• Accounting standard specifics. Standards change and models state superseded treatments confidently. The Codification is authoritative.
• Valuation as arithmetic. ⚠ A model will produce a DCF; the assumptions behind it are the analysis, and defending them is the job.

⚠ The professional line. An analyst's recommendation and an auditor's opinion are attributed to a person and carry regulatory and legal consequences. The CFA and AICPA standards both require diligence and a reasonable basis — and "the model produced it" satisfies neither. ⚠ Automation is compressing data gathering and first-draft summarisation, which was the traditional entry-level analyst's work. What it is not compressing: judgement about earnings quality, scepticism about management's estimates, and the willingness to say a number is wrong. That is the durable part, and it is what this course exists to build.

Academic integrity. Follow the course policy. Submitting generated work as your own violates every Florida institution's policy — ⚠ and for accounting students, CPA licensure involves a character and fitness review in which academic integrity findings are disclosed and examined.