Rachel Bradley  by Rachel Bradley
  Equity Analyst, Gradient Analytics LLC (a Sabrient Systems company)

“Every man hears only what he understands.” – Goethe

Often, details in the financial statements hold the key to understanding a company. Here at Gradient Analytics, we specialize in forensic accounting research and consulting, and our analysts stay up-to-date on changes in the regulatory landscape, including crucial updates to disclosure requirements. Normally, we focus research on areas that might tempt companies to “manage” or overstate earnings, either by pulling forward future revenues or pushing out current expenses. Layer on more complexity from changing reporting requirements and it becomes clearer how a vital piece to the puzzle might slip through the cracks.

Below, I cover three broad topics. First, effective January 1, 2020, the governing accounting boards updated the very definition of a business. This new definition has multiple implications for reporting, but my focus in this article is the impact on M&A transactions. Moreover, this year both the Financial Accounting Standards board (FASB) and the International Accounting Standards Board (IASB) changed required disclosures for U.S. and international companies. Among other things, there is a new method for determining appropriate loan loss reserves, and there will soon be a requirement for companies to stop using Inter-Bank Offered Rates (IBOR) as reference rates, instead switching to Alternative Reference Rates (ARR). I describe these updates with four real-life examples of how they shape financial statements, with the potential to mislead investors. Read on….

Ian Striplin  by Ian Striplin
  Equity Analyst, Gradient Analytics LLC (a Sabrient Systems company)

Here at Gradient Analytics, where we specialize in forensic accounting research and consulting, it may seem to the outsider that we are just a bunch of pessimistic short researchers, sniffing out aggressive accounting practices that might soon cause a given company to miss earnings expectations and reduce forward guidance, for the benefit of our clientele of long/short hedge funds. To be honest, we are jaded in our belief that most companies will, from time to time, take liberties with their accrual accounting in order to achieve short-term reporting objectives. But most only do it sparingly and temporarily, and only those that become overly extended in employing aggressive practices – while facing fundamental headwinds that make it likely certain metrics will persist or worsen – make good short candidates. But that doesn’t automatically make all the others good long candidates.

Thus, our expertise is also useful for identifying solid earnings equality for the vetting of long candidates. Earnings quality analysis can reveal accounting benefits to future earnings potential and help ensure that a quant model or fundamental analysis that created a positive equity profile for a given company is indeed based on the underlying economics of the business rather than an aberration of accrual accounting. In other words, it can serve to add conviction or a confirmation signal to a long thesis.

In this article, we will describe several positive earnings quality factors that can act as a tailwind to sustainable future earnings growth, with four real-life examples. In forming a stock universe for this article, we screened the output file of our proprietary Earnings Quality Rank (EQR), which assigns a quintile score of 1-5 (with 5 being the “best” earnings quality relative to peers), and limited the population to companies in the top quintile and a market capitalization greater than $500 million, to avoid liquidity constraints. (Note: On the other hand, when seeking short candidates, we look to the bottom quintile of the EQR model.)  Read on….

gradient / Tag: forensic accounting, earnings quality, CFOA, GAAP, non-GAAP, accruals, AFDA, COGS, TTEK, ASML, PRO, FELE / 0 Comments

Ryan Frederick  by Ryan Frederick
  Equity Analyst, Gradient Analytics LLC (a Sabrient Systems company)

In 2003, the SEC first officially adopted rules (following Sarbanes-Oxley in 2002) related to the reporting of non-GAAP financial metrics. The new regulations called for a reconciliation of GAAP versus non-GAAP results to be included in various investor resources and to refrain from excluding non-recurring items from non-GAAP metrics if they are reasonably likely to reoccur, which is subject to wide interpretation. Since then, it seems the perceived importance among investors of non-GAAP financial performance has been elevated above traditional GAAP measures. Between 2015 and 2017, less than 10.0% of companies in the S&P 500 did not report a non-GAAP income calculation. However, the ability for management to subjectively decide what is or is not relevant to a company’s core business leaves plenty of room for earnings manipulation.

On the one hand, companies tend to justify their exclusion of various transactions as necessary for “comparability” to historical results, given that GAAP rules have changed over time. Fair enough. However, when an investor chooses to rely upon non-GAAP results when comparing a given company’s results to another’s, the comparisons can be deeply misleading as management has great leeway for subjective (and sometimes ad-hoc) adjustments in their exclusions – i.e., what one company concludes should be excluded in a non-GAAP calculation may not be consistent with what another company may exclude.

In fact, in 2010 former SEC chief accountant Howard Scheck identified non-GAAP performance metrics as a “fraud risk factor.” The SEC even created a taskforce to analyze non-GAAP earnings metrics that could be misleading. Then, in an effort to provide more clarity, the commission provided Compliance and Disclosure Interpretations (C&DIs) which detailed ways in which the SEC may find non-GAAP disclosures to be misleading, but more on that later.

Here at Gradient Analytics, our focus on earnings quality analysis (for both short idea generation and vetting of long candidates) regularly includes an examination of non-GAAP adjustments to determine whether they are appropriate in helping represent the true performance of the firm, or whether they are misleading. There is a plethora of unique adjustments a company could make to a non-GAAP income calculation; however, some are more common than others. One of the more frequent adjustments to GAAP income is the exclusion of restructuring costs. Read on….

Nicholas YeeBy Nicholas Yee
Director of Research, Gradient Analytics LLC (a Sabrient Systems company)

Over the past five years, Gradient Analytics has observed a shift from companies making acquisitions for strategic purposes to companies acquiring mainly for short-term financial gains. This stems at least in part from investors and a sell-side community that have become complacent in accepting managements’ accounting statements at face value without looking “under the hood.” To be sure, the complexity of acquisition accounting and the opaqueness of financial performance analytics is daunting. Therefore, it is incumbent upon earnings quality analysts to try to understand whether a company’s senior management may have other motives fueling an acquisition platform (aka “roll-up”) strategy.

Where previously we might have screened for deteriorating free cash flow and accruals to identify poor earnings quality trends, we now find that some managers have been circumventing cash from operating activities (CFOA) and moving working capital into investing activities on the cash flow statement through acquisitions. Why is this important, you ask? Should analysts always lump the cash paid for an acquisition into free-cash-flow calculations? Not necessarily; there is no hard and fast rule here to put into an automated screener in this situation. Rather, our analysts must perform a deep dive to determine whether the company is a “serial acquirer.” Is this a one-time acquisition that integrates seamlessly into the parent company, or is this just one of a series of mediocre acquisitions used to aesthetically grow the top-line and obfuscate traditional performance metrics?  Read on....

gradient / Tag: forensic accounting, earnings quality, acquisition, 10-K, 10-Q, GAAP, non-GAAP, roll-up, cash flow / 0 Comments