Evaluating Systematic Equity Strategies (EP.152)

Episode Summary

Executive Summary: The episode covers the podcast’s growing community and broader life-focus, then dives into book reviews on habits and behavior change, market news on pension fund governance and active management, and a framework for evaluating equity strategies. It closes with listener Q&A and a warning against TFSA maximizer schemes flagged by CRA as abusive tax arrangements.

Main Topics: Podcast community, listener feedback, and format evolution (Priority: 5/5): The hosts reflect on recent positive reviews, the podcast’s shift beyond pure finance into broader well-being and habits, upcoming guests, and the growth of the Rational Reminder community and merch store. Book review: Effortless and How to Change (Priority: 5/5): Cameron revisits Effortless and then strongly recommends Katie Milkman’s How to Change, emphasizing practical behavior-change tools such as commitment devices, fresh starts, and studying real-world experiments. Pension fund governance and active management scrutiny (Priority: 5/5): They discuss Nevada PERS adding another investment officer to reduce key-person risk, and contrast that with Andrew Coyne’s criticism of CPPIB’s rising costs, staffing, and active-management complexity relative to its benchmark. SPIVA Canada persistence scorecard (Priority: 4/5): The first Canadian SPIVA persistence scorecard is used to show how few top-quartile active funds stay at the top over five years, reinforcing skepticism about manager persistence. Framework for evaluating equity strategies (Priority: 5/5): Benjamin lays out a process for judging factor or systematic strategies: the data must be persistent and pervasive, supported by economic rationale, not depend on valuation re-rating, survive costs, and pass a 'what if I’m wrong?' test. Listener questions and money mindset (Priority: 3/5): The hosts answer Talking Sense cards about the purpose of money and what people would give up for goals, leading to a discussion of human capital, habits, and non-numerical goals. Bad advice: TFSA maximizer schemes (Priority: 5/5): They разоблачate aggressive TFSA maximizer schemes using CRA’s recent guidance, explaining why the structure is abusive, commercially unreasonable, and potentially subject to advantage tax and penalties.

Key Arguments: The podcast’s value has expanded beyond investing to financial well-being, habits, and mindset, as reflected in listener reviews. Behavior change is more effective when supported by evidence-based tools like commitment devices and fresh starts, not just willpower. Active management at scale can create huge personnel and cost burdens without reliably improving results over benchmark portfolios. Manager persistence is weak: most top-quartile active funds in Canada did not remain top-quartile five years later. A good systematic strategy needs persistent cross-market evidence, an economic explanation, and robustness after implementation costs. Valuation expansion can falsely make a strategy or market appear more skillful or attractive than it really is. Investors should stress-test strategies by asking whether they would still be acceptable if the backtest were wrong or the premium disappeared. TFSA maximizer schemes are not legitimate tax planning; CRA views the structure as commercially unreasonable and potentially taxable as an advantage.

Data Points: Community users: Over 4,000 registered users - Rational Reminder community growth mentioned near the start. Nevada PERS assets: $54 billion - Size of the Nevada Public Employees' Retirement System discussed in the news segment. CPPIB net return: 20.4% - Reported net return for the fiscal year ending March 31st. CPPIB reference portfolio return: More than 30% - Coyne’s critique that the fund lagged its reference portfolio. CPPIB spending in 2000: $4 million - Early cost level when it began investing in the markets. CPPIB spending last year: $4.5 billion - Current annual spending cited in the discussion. CPPIB employees in 2000: 5 - Initial staffing when the fund began market investing. CPPIB employees today: 2,000 - Current staffing level cited as evidence of growing complexity. Average top-five executive compensation: $3.5 million each - Current comp level mentioned by Coyne commentary. SPIVA Canadian equity persistence: 5.8% - Share of top-quartile Canadian equity funds that stayed top quartile over five years. SPIVA persistence in other categories: 0% - For all categories except Canadian equity, no top-quartile funds remained top quartile over five years. Canadian small and mid-cap top-half persistence: 17% - Highest top-half persistence cited among categories. Commitment-device study result: 50% fewer errors - Students using self-imposed intermediate deadlines with penalties. Locked-box account savings increase: Over 80% more money - Savings boost from a restricted account design. Doctor pledge effect: About one-third less antibiotics - Prescribing reduction after signing and displaying a pledge. Valuation-adjusted U.S. outperformance: 0.4% per year - Cliff Asness-style argument that much of historical U.S. outperformance disappears after adjusting for valuation expansion. Unadjusted U.S. outperformance: 2.1% per year - Historical excess return before accounting for valuation changes. Published factors in top journals: Over 400 - Number of systematic factors identified by 2019 in top academic journals. Large-cap value trading cost: 0.09% - Research Affiliates estimate for standard value implementation costs in a large-cap universe. Standard momentum trading cost: 1.76% - Research Affiliates estimate for a standard momentum strategy in a 1,000-stock universe. AVUV market beta: 1.0 - Portfolio Visualizer estimate for Avantis U.S. Small Cap Value ETF. AVUV size factor loading: 0.91 - Estimated exposure to the size factor. AVUV value factor loading: 0.52 - Estimated exposure to value. AVUV profitability loading: 0.34 - Estimated exposure to profitability. AVUV investment loading: -0.21 - Estimated exposure to the investment factor. AVUV estimated excess return before fees/costs: Just under 2% - Rough estimate using historical factor premiums discounted by 50%. AVUV expense ratio: 0.25% - Fund cost used in the rough net return estimate. AVUV turnover: 20% - Used as a proxy for moderate implementation cost. Random 50-stock portfolio underperformance probability: Almost 60% - Bessembinder bootstrap result versus the value-weighted market at a 90-year horizon. Random 100-stock portfolio underperformance probability: 57% - Bessembinder bootstrap result versus the market at a 90-year horizon.

Pivotal Quotes: "the podcast has become a Thursday morning ritual" — Cameron Passmore quoting a listener review: Used to illustrate how the show has become a habit and part of listeners’ routines. "I retract my panning that I gave it two weeks ago." — Cameron Passmore: He reverses his earlier negative take on Effortless after finishing it. "What if none of this is real?" — Benjamin Felix: The key skepticism test for factor strategies if the backtested premium never appears or is just noise.

Implications: Listeners are encouraged to think more broadly about money, habits, and decision-making, while also being skeptical of costly “magic” strategies. For investors, the episode reinforces low-cost indexing, rigorous factor evaluation, and caution toward tax schemes and manager hype.