Research Insights

The Performance of Major Private Equity/LBO Firms

The claims of superior risk-adjusted performance by the PE industry are exaggerated. Given their lack of liquidity, opaqueness, and greater use of leverage, it seems logical that investors should demand something like a 3-4% IRR premium. Yet, there is no evidence that the industry overall has been able to deliver that.

Organization Capital and the Cross-Section of Expected Returns

This paper focuses on "organization capital," representing intangible assets in a firm's key employees that is not captured by classic value measures such as book-to-market. The authors propose a structural model to analyze the impact of organizational capital on asset prices and argue that shareholders perceive firms with high levels of organizational capital to be riskier than those with more physical capital.

Technology Spillover Impacts Stock Returns

The timelier adoption of new technology and the higher likelihood of large-scale technology adoption make the risk associated with technological innovation more systematic, which in turn increases returns required by investors for technology spillover recipients.

Doug Talks with Belle about 1042 QRP ESOP Solutions

In this episode host Belle Osvath, CFP® talks with Doug Pugliese who is the Head of 1042 QRP Strategies at Alpha Architect. They discuss 1042 exchanges which allow the owner of a closely held C-Corp to sell their equity to an employee stock purchase plan and defer long-term capital gains as long as they rollover the proceeds into a qualified investment. Doug talks about the benefit to a company and the employees when creating an ESOP and does an excellent job at breaking down the strategy behind the decision. Doug also identifies which business owners are ideal candidates for this type of exchange and discusses the limited investment options that business owners have historically faced and how his team is working to change that. If you have business owner clients our are just curious about this innovative approach to 1042 exchanges this is the show for you.

Value versus Values in ESG Investing

The relationship between financial markets and ESG investing is obscured by the lack of clarity regarding motivations for investing in ESG strategies. Is the motive to align the investor’s values with the ESG theme? Or is the ESG term a misnomer for a set of stocks that are systematically undervalued, for some reason as a function of its ESG characteristics? 

Dissecting the Idiosyncratic Volatility Puzzle

Idiosyncratic volatility (IVOL) is the volatility of a security that cannot be explained by overall market volatility—it is the risk unique to a particular security. IVOL contrasts with systematic risk, which is the risk that affects all securities in a market (such as changes in interest rates or inflation) and, therefore cannot be diversified away. On the other hand, the risks of high IVOL stocks can at least be reduced through diversification.

Executives vs. Chatbots in Earnings Conference Q&A

In this study, we introduce a novel measure of information content (Human-AI Differences, HAID) by exploiting the discrepancy between answers to questions at earnings calls provided by corporate executives and those given by several context-preserving Large Language Models (LLM) such as ChatGPT, Google Bard, and an open source LLM.

Factor Investors: Momentum is Everywhere

The Jegadeesh and Titman (1993) paper on momentum established that an equity trading strategy consisting of buying past winners and selling past losers, reliably produced risk-adjusted excess returns.  The Jegadeesh results have been replicated in international markets and across asset classes. As this evidence challenged and contradicted widely accepted notions of weak-form market efficiency, the academic community took notice and started churning out research.  As a result, a very large number of academic studies were published on momentum. The article summarized here has conveniently summarized 47 articles deemed as the highest quality and published in either the Journal of Finance, the Review of Financial Studies, or the Journal of Financial Economics, all three considered premier journals in the finance discipline. It is difficult to understate the importance of having a well-curated summary of momentum research. Keep it in your library.

Trend-Following Filters – Part 7

This article examines four digital filters commonly used for trend-following: moving average linear weighted moving average exponential smoothing time series momentum

Institutional Investing and Manager Forbearance

Forbearance is important and we argue that performance evaluation should be multifaceted, akin to a Bayesian decision-maker who conducts continued due diligence and updates beliefs about returns with process information.

The democratization of investing and the evolution of ETFs

The implications of the competitive landscape for ETFs are mixed. On one hand, they have truly democratized investing. Investors now have access to the benefits of financial markets in one instrument that provides diversification at very low fees. Recently advertised fees on broad-based bond funds have fallen to 3bps. On the other hand, ETF providers have been able to satisfy investor demand for increasingly specialized products even though the evidence suggests they underperform. Are investors becoming worse off due to the effectiveness of the marketing strategies by providers of specialized ETFs?

The Research and Development Factor

The higher returns to high R&D stocks represent compensation for heightened systematic risk not captured in standard asset pricing models.

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