Odd Lots
Odd Lots

A Forensic Accounting Expert Explains How Companies Trick Investors

Companies have all kinds of discretion in how they recognize revenue and costs. Some of this is legit. Some of this is fraud. On this week's episode of the Odd Lots podcast, we speak with Howard Schilit, an expert in forensic accounting and the author of “Financial Shenanigans: How To Detect Ac

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Episode Summary

Executive Summary: The episode explores how accounting can be used as a strategic storytelling tool, not just a neutral record of business reality. Guest Howard Schilit explains common shenanigans such as revenue timing manipulation, extending depreciation lives, and especially the rise of non-GAAP metrics like EBITDA. The conversation argues investors should scrutinize changing disclosures, beware of narrative-driven stock enthusiasm, and insist on clear, audited quarterly reporting.

Main Topics: Accounting as narrative control (Priority: 5/5): Schilit frames accounting as a behavioral science in which management uses reporting choices to shape investor perception and present the company in the most favorable light. Revenue and expense manipulation (Priority: 5/5): The hosts and guest discuss how companies can shift the timing of sales recognition or extend asset lives to reduce expenses and hit expectations without changing underlying business reality. The rise of non-GAAP metrics (Priority: 5/5): A major theme is that accounting trickery has migrated from GAAP-based line items to adjusted metrics, especially EBITDA and other management-defined measures that are easier to manipulate. Investor psychology and story-driven valuation (Priority: 4/5): The discussion emphasizes that investors can be blinded by compelling business narratives, allowing weak fundamentals and aggressive accounting to be overlooked. Case study: Valeant Pharmaceuticals (Priority: 5/5): Valeant is used as an example of a company whose non-GAAP 'cash earnings' rose sharply while GAAP earnings were deeply negative, illustrating how alternative metrics can obscure real deterioration. Limits of current accounting rules (Priority: 4/5): The guests note that many accounting standards were written for older, asset-heavy industries and may not map well onto modern, IP- and service-based businesses. Quarterly reporting and disclosure quality (Priority: 4/5): Schilit rejects moving to semiannual reporting, arguing it would worsen information gaps; instead he favors quarterly GAAP filings and fewer earnings-call theatrics and non-GAAP presentations.

Key Arguments: Accounting is not merely bookkeeping; it is a tool management uses to tell a favorable business story to investors. Companies often exploit discretion in timing recognition of sales and expenses to meet Wall Street expectations without outright breaking the rules. Older accounting shenanigans focused more on GAAP line items, but today the bigger danger is non-GAAP reporting, especially EBITDA-based adjustments. Non-GAAP metrics can be highly misleading because management can exclude many costs while emphasizing a distorted version of profitability. Valiant showed that a company can present soaring alternative metrics even while audited GAAP results reveal serious losses. Investors can be led astray when they fall in love with a company’s story or platform narrative instead of interrogating the underlying numbers. The feedback loop between capital markets and aggressive accounting can reinforce weak businesses by making them appear high-growth and investable. Accounting rules may be poorly suited to modern intangible-heavy businesses because many transactions were not anticipated when the rules were written. Quarterly SEC filing requirements are useful; the problem is the surrounding earnings-call spectacle and the promotion of non-GAAP measures. A practical investor defense is to notice when a company suddenly emphasizes a new metric or changes its disclosure pattern, since that often signals where the game is being played.

Data Points: Stock Movers report length: five minutes or less - Promotional intro describing Bloomberg’s short audio reports Public company reporting frequency: 4 times a year - Schilit notes public companies must present themselves to investors quarterly Depreciation life change at Volkswagen: 10 years to 10–15 years - Example of stretching asset life to lower depreciation expense Depreciation extension: 50% longer - Calculated effect of changing from 10 years to 15 years Valeant market value increase: $2 billion to $90 billion - Used as a case study of valuation growth alongside accounting controversy Valeant market value decline: $90 billion to $3 billion - Illustrates collapse after the growth story unraveled Valeant value loss: 96% - Approximate decline from peak to trough Valeant cumulative GAAP earnings: negative $3 billion - Five-year cumulative audited GAAP results Valeant cumulative non-GAAP 'cash earnings': positive $9 billion - Five-year cumulative alternative metric presented by management Quarterly reporting proposal discussed: every 6 months - Reference to Donald Trump’s suggestion to reduce reporting frequency from quarterly to semiannual Episode production reference: 25th anniversary edition - Schilit notes the anniversary edition of Financial Shenanigans had just been published Bloomberg reporting scale: 3,000 journalists and analysts - Mentioned in promotional segments for Bloomberg products

Pivotal Quotes: "Think of it more as a behavioral science" — Howard Schilit: Schilit explains his view that accounting is about how management shapes investor perception and decision-making "if you could ignore EBITDA, because EBITDA is simply a non-GAAP construct, which is easily manipulatable" — Howard Schilit: Core warning about adjusted metrics and the risk of relying on EBITDA "A company is often trying to cover something up, but when they, the cover up often is putting a spotlight on something that they want you to look at" — Howard Schilit: Advice to investors on spotting suspicious disclosure changes

Implications: Listeners should treat earnings reports as strategic communications, not neutral facts. The episode suggests investors need to compare GAAP with adjusted metrics, watch for disclosure changes, and be skeptical of story-driven valuations—especially in intangible-heavy businesses.

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About Odd Lots

Bloomberg's Joe Weisenthal and Tracy Alloway analyze the weird patterns, the complex issues and the newest market crazes. Join the conversation every Tuesday and Thursday for interviews with the most interesting minds in finance, economics and markets.

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