Corporate earnings season may be winding down, but the real earnings season – annual 10-K filing season – starts today.
Corporate earnings announcements provide investors with limited and often misleading data. Only by reading all of the financial footnotes, which are only included in annual 10-K reports filed with the SEC, can investors know the true profits of publicly-traded companies.
Reported Earnings Per Share Don’t Matter
Historical data shows that reported earnings growth has a relatively limited impact on valuation, both for individual companies and the market as a whole. Figure 1 shows that GAAP net income growth over the past five years has almost no impact on the change in market cap for companies in the S&P 500.
Figure 1: GAAP Net Income Growth and Change in Market Cap Over the Past Five Years
Sources: New Constructs, LLC and company filings.
Cash is a fact. Earnings are an opinion. Investors who base their investment decisions on accounting earnings put their portfolios at risk. Advisors who make investment recommendations without performing proper due diligence are not fulfilling their fiduciary responsibilities.
Using Machine Learning to Provide Diligence at Scale
ROIC is much better than EPS at explaining changes in valuation. Unfortunately for investors, it is very difficult to calculate accurately. It’s not enough to read financial statements. A rigorous calculation of ROIC must account for items that are buried in hundreds of pages of footnotes.
For a human analyst, performing this level of analysis on just a handful of companies is a daunting task. Applying that level of rigor to thousands of companies is downright impossible. That’s where our technology comes in.
We use machine learning and natural language processing to automate the analysis of corporate filings. Our statistical comparison engine, which has been trained on over 120,000 human-verified filings and grows more sophisticated every day, can filter through SEC filings to recognize and tag important data, automatically building company models.
Of course, human analysts remain a vital part of the process. From mid-February through the end of March, our expert team of analysts will be coming in early and staying late to validate the data and models built by the machine and interpret unusual items that cannot be automatically processed.
This combination of computerized processing power and human expertise allows us to provide investors with the most accurate research from the “real” earnings season. Ernst & Young affirmed the superiority of our ROIC calculation in a recent white paper.
All stock research is ultimately judged on one metric: the performance of picks. Over the past year, our in-depth research has helped deliver excess returns to investors.
We introduced the Focus List model portfolio of our top-conviction Long Ideas in November. Though it’s only been around for a short time, the Focus List has already demonstrated significant outperformance (6.3% return vs. 4.3% for the S&P 500).
We first recommended Lear Corp (LEA) to investors in July 2016, and the stock has been on the Focus List since its inception. LEA is up 67% since our initial long idea and 9% since it was added to the Focus List. When we first recommended LEA, we found a couple of items in the footnotes of its 2015 10-K that revealed the company was more profitable than the income statement suggested.
LEA has already filed its 10-K for 2017, and it continues to earn our Very Attractive rating. On page 61 of its 2017 10-K, we found that the company increased its inventory reserve by another $15 million.
Diligence in the footnotes can also protect investors against capital losses.
The stocks in our Small Cap Most Dangerous portfolio fell by 3% in 2017 while the Russell 2000 was up 13%, for a total outperformance of 16%. In a wildly bullish year, we helped investors stay away from companies that could blow up their portfolio.
All the media buzz during “earnings” season tends to push investors into shortsighted trades. We help long-term investors create a durable competitive advantage by reading thousands of 10-Ks so they can invest with the level of diligence they’ve always wanted but could not get before.
This article originally published on February 21, 2018.
Disclosure: David Trainer and Sam McBride receive no compensation to write about any specific stock, sector, style, or theme.
Article by Sam McBride, New Constructs