My October 29, 2020, article for Alpha Architect examined the research on the profitability factor. I then reviewed the findings of the June 2020 study “On the Conjoint Nature of Value and Profitability,” which analyzed how combining the profitability factor with the value factor— tilting the portfolio’s exposure to the two factors—impacted the risk and return of a long-only U.S. portfolio. The authors, Sunil Wahal and Eduardo Repetto, demonstrated that combining the two resulted in more efficient portfolios.
In their November 2020 study, “The Joint Distribution of Value and Profitability: International Evidence,” Wahal and Repetto expanded their research to include international tests of the joint distribution of value and profitability. They noted: “International data provide confidence with respect to the economic underpinnings of the strategies, potentially reinforcing the robustness of the empirical evidence. This out-of-sample testing avoids data snooping and confirmation biases that are pernicious for both asset pricing tests and for investors.” They formed value and profitability portfolios independently and examined the return series generated using a joint ranking from both metrics.
The building block of their analysis consisted of 4-by-4 grids of value and profitability. They measured book-to-market ratios in June of each year, adjusting book values for goodwill. They also measured profitability using cash-based operating profitability, cleaning out operating profitability from accruals using consecutive balance sheet information, and scaling by book equity. Size breaks (for separating large and small-cap stocks) were based on the 90th percentile of the distribution. They did note that in tests of the robustness of their findings, using unadjusted book value, operating profitability, or cash-based operating profitability measured using cash flow statements did not change their inferences. Portfolios were rebalanced each year. Their data sample covered the period July 1990 to October 2020 and 49 countries. Following is a summary of their findings:
There was a clear relation between returns and value/profitability portfolios.
In each value portfolio, returns increased steadily with profitability.
In each profitability portfolio, returns increased with value.
Importantly, the relation between the joint distribution of value and profitability was monotonic. This was true in both developed markets and emerging markets.
The return differences were present in developed markets (ex-U.S.), emerging markets, subsets and combinations thereof (EAFE, ACWI ex-U.S.) as well as in large and small stocks—the returns were not driven by un-investable microcap stocks.
In developed markets, the low profitability growth portfolio earned -0.05 percent per month, whereas the value and high profitability portfolio earned 1.12 percent per month, a spread of 1.17 percentage points per month. In emerging markets, EAFE and ACWI ex-U.S. portfolios, the equivalent spreads were 2.20, 1.33 and 1.43 percentage points per month, respectively.
In every region studied, the average return on the small stock component portfolio was bigger than the equivalent large stock component portfolio. However, the spread in returns in large stocks generated by the intersection of value and profitability was economically large.
Despite the differences in average returns, the standard deviations of returns of the high expected return groups were not substantially higher, and in some cases lower.
The Sharpe ratios of combined value and profitability were higher than those of pure value or pure profitability strategies in every country combination they examined.
Their findings led Wahal and Repetto to conclude:
“When viewed in combination with similar such evidence from the US, the data suggest important benefits to targeting value and profitability jointly rather than piecemeal.”
“The observability of similar results in other markets suggests that the underlying economic intuition behind these strategies is both sound and agnostic to markets.”
They also noted that the “high expected return” portfolios can comprise as much as 25 percent of the aggregate market capitalization—portfolio capacity is quite high, particularly relative to value or profitability independently.
The research demonstrating the benefits of combining value and profitability (as well as combining value and momentum, or all three) has led fund families such as AQR, Alpha Architect, Avantis, BlackRock and Dimensional to incorporate the strategy into portfolio construction design.
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As Chief Research Officer for Buckingham Strategic Wealth and Buckingham Strategic Partners, Larry Swedroe spends his time, talent and energy educating investors on the benefits of evidence-based investing with enthusiasm few can match. Larry was among the first authors to publish a book that explained the science of investing in layman’s terms, “The Only Guide to a Winning Investment Strategy You’ll Ever Need.” He has since authored seven more books: “What Wall Street Doesn’t Want You to Know” (2001), “Rational Investing in Irrational Times” (2002), “The Successful Investor Today” (2003), “Wise Investing Made Simple” (2007), “Wise Investing Made Simpler” (2010), “The Quest for Alpha” (2011) and “Think, Act, and Invest Like Warren Buffett” (2012). He has also co-authored eight books about investing. His latest work, “Your Complete Guide to a Successful and Secure Retirement was co-authored with Kevin Grogan and published in January 2019. In his role as chief research officer and as a member of Buckingham’s Investment Policy Committee, Larry, who joined the firm in 1996, regularly reviews the findings published in dozens of peer-reviewed financial journals, evaluates the outcomes and uses the result to inform the organization’s formal investment strategy recommendations. He has had his own articles published in the Journal of Accountancy, Journal of Investing, AAII Journal, Personal Financial Planning Monthly, Journal of Indexing, and The Journal of Portfolio Management. Larry’s dedication to helping others has made him a sought-after national speaker. He has made appearances on national television shows airing on NBC, CNBC, CNN, and Bloomberg Personal Finance. Larry is a prolific writer and contributes regularly to multiple outlets, including Advisor Perspective, Evidence Based Investing, and Alpha Architect. Before joining Buckingham Wealth Partners, Larry was vice chairman of Prudential Home Mortgage. He has held positions at Citicorp as senior vice president and regional treasurer, responsible for treasury, foreign exchange and investment banking activities, including risk management strategies. Larry holds an MBA in finance and investment from New York University and a bachelor’s degree in finance from Baruch College in New York.
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