Episode 350: Scott Cederburg: A Critical Assessment of Lifecycle Investment Advice

Dimensional Fund Advisors (DFA) and Vanguard have intersecting histories rooted in the development of the first-ever index fund. Vanguard's market-cap weighted index funds have been nothing short of revolutionary and they became synonymous with sensible investing for many good reasons, but Dimensional took implementing the ideas from academic finance a few steps further, leading to their own deserved acclaim. In today’s episode, Ben and Dan analyze over 30 years of history between DFA and Vanguard, from their founding and relationship to their rise as global leaders in asset management. We discover how their approaches to foundational finance theory differ, whether diversification is mostly semantics, and how DFA and Vanguard compare to one another over 25 years of matched US-domiciled mutual funds. We also discuss which approach is easier to implement, essential insights for fund advisors, DFA’s downsides despite its long-term outperformance of the Vanguard 500, and an uplifting cancer update from Ben in today’s After Show. For practical investment takeaways, tune in today!   Key Points From This Episode:   (0:01:14) Unpacking DFA and Vanguard’s history and relationship. (0:03:10) Mac McQuown and the birth of index funds at Wells Fargo in 1964.  (0:07:48) How DFA and Vanguard became global leaders in asset management. (0:10:43) Understanding DFA and Vanguard’s approach to foundational finance theory. (0:19:34) The semantics of diversification.  (0:22:22) Comparing 25 years of matched Dimensional and Vanguard US mutual funds. (0:33:36) Which fund advisor’s approach is easier for others to implement and why.   (0:39:30) How DFA has outperformed Vanguard in the long run (with downsides to consider).  (0:43:09) Recapping today’s conversation: what every fund advisor needs to know. (0:46:41) The After Show: Ben’s cancer update, Dan as co-host, and listener reviews.   Links From Today’s Episode: Meet with PWL Capital — https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582 Rational Reminder Website — https://rationalreminder.ca/  Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on X — https://x.com/RationalRemindRational Reminder on TikTok — www.tiktok.com/@rationalreminder Rational Reminder on YouTube — https://www.youtube.com/channel/ Rational Reminder Email — [email protected] Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Dan Bortolotti on LinkedIn — https://www.linkedin.com/in/dan-bortolotti-8a482310/  Canadian Couch Potato — https://canadiancouchpotato.com/  Dimensional — https://www.dimensional.com/  Vanguard — https://investor.vanguard.com/   ‘Remembering John “Mac” McQuown, Whose Curiosity Drove a Life of Innovation’ — https://www.dimensional.com/dk-en/insights/remembering-john-mac-mcquown-whose-curiosity-drove-a-life-of-innovation   ‘Episode 182: John “Mac” McQuown: The Data Will Sort That Out’ — https://rationalreminder.ca/podcast/182  Wells Fargo — https://www.wellsfargo.com/  ‘Episode 131: David Booth: The First Index Fund, Competing Fiercely, and Keeping it Simple’ — https://rationalreminder.ca/podcast/131  William F. Sharpe | Stanford University — http://web.stanford.edu/~wfsharpe/bio/bio.htm  ‘Episode 316 - Andrew Chen: "Is everything I was taught about cross-sectional asset pricing wrong?!"’ — https://rationalreminder.ca/podcast/316   Marco Salmon on LinkedIn — https://www.linkedin.com/in/marco-a-salmon-a63512284     Books From Today’s Episode:  The Incredible Shrinking Alpha — https://www.amazon.com/dp/0857198246    Papers From Today’s Episode:  ‘The relationship between return and market value of common stocks’ — https://doi.org/10.1016/0304-405X(81)90018-0   ‘Market Efficiency’ — https://www.jstor.org/stable/246460  ‘The Cross-Section of Expected Stock Returns’ — https://doi.org/10.2307/2329112  ‘A Five-Factor Asset Pricing Model’ — https://dx.doi.org/10.2139/ssrn.2287202  ‘The Performance of Mutual Funds in the Period 1945-1964’ — https://dx.doi.org/10.2139/ssrn.244153   ‘The Death of Diversification Has Been Greatly Exaggerated’ — https://ssrn.com/abstract=2998754 

Our conversations with Professor Scott Cederburg from Eller College of Management have led to the most heated debates among our listeners! Today, Prof. Cederburg returns to discuss the changes he’s made to his paper that was the foundation of previous conversations - ‘Beyond the Status Quo: A Critical Assessment of Lifecycle Investment Advice’. We begin with the data setup and headline findings of the paper before Prof. Cederburg defines “domestic” and “international” as they appear in his paper, why the block bootstrap approach is vital to his work, how and why the results of his paper differ from the status quo, and the evaluation metrics he uses to compare different investment strategies. Then, we explore his optimal base portfolio, the strategy he uses to derive it, how it performs in simulated worst-case scenarios, and how it changes when ditching the bootstrap approach or changing strategies from constant spending to proportional spending. To end, we learn of the importance of including the US in international stock portfolios, how it changes when the US is viewed as special above others, the correlation between labor income and domestic stock returns, and how the reviews of academics and practitioners have changed since the first iteration of the paper until this latest edition.     Key Points From This Episode:   (0:00:00) What to look forward to in today’s conversation with Prof. Scott Cederburg (0:04:49) The data setup and headline findings from his paper, ‘Beyond the Status Quo.’ (0:07:01) Defining “domestic” and “international” as they appear in Prof. Cederburg’s paper. (0:08:34) Why the bootstrap approach is necessary for his work.  (0:12:17) How and why the results of his paper differ from the status quo.  (0:15:11) Unpacking the evaluation metrics he uses to compare different investment strategies. (0:16:05) Exploring his optimal base case portfolio and strategy, and how it performs in worst-case simulations. (0:23:05) How the optimal allocation changes when households vary their portfolio weights. (0:27:13) What to consider when ditching the block bootstrap in time-varying optimal portfolios.  (0:29:46) Constant spending versus proportional spending: How the optimal portfolio changes. (0:30:49) Examining the sequence of returns risk.  (0:42:14) The importance of including the US market in international stock portfolios.  (0:43:40) Why the US is treated the same as any other domestic country in the paper, and how the data changes if it’s viewed as special.  (0:51:40) The extent of the relationship between labor income and domestic stock returns.  (0:53:01) How leverage affects optimal portfolio results.  (1:05:20) Assessing how sensitive the paper’s results are to risk aversion.  (1:06:35) How academics and practitioners have responded to this paper across all iterations.   Links From Today’s Episode: Meet with PWL Capital — https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582. Rational Reminder Website — https://rationalreminder.ca/  Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on X — https://x.com/RationalRemindRational Reminder on TikTok — www.tiktok.com/@rationalreminder Rational Reminder on YouTube — https://www.youtube.com/channel/ Rational Reminder Email — [email protected] Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Cameron Passmore — https://pwlcapital.com/our-team/ Cameron on X — https://x.com/CameronPassmore Cameron on LinkedIn — https://www.linkedin.com/in/cameronpassmore/ Mark McGrath on LinkedIn — https://www.linkedin.com/in/markmcgrathcfp/ Mark McGrath on X — https://x.com/MarkMcGrathCFP  Professor Scott Cederburg — https://eller.arizona.edu/people/scott-cederburg  Professor Scott Cederburg on LinkedIn — https://www.linkedin.com/in/scott-cederburg-0917b0121/  Professor Scott Cederburg on Google Scholar — https://scholar.google.com/citations?user=CZKf3WEAAAAJ  Eller College of Management — https://eller.arizona.edu/   Episode 224: Prof. Scott Cederburg: Long-Horizon Losses in Stocks, Bonds, and Bills — https://rationalreminder.ca/podcast/224  Episode 284: Prof. Scott Cederburg: Challenging the Status Quo on Lifecycle Asset Allocation — https://rationalreminder.ca/podcast/284   Vanguard — https://investor.vanguard.com/   ‘The Portfolio Size Effect and Using a Bond Tent to Navigate the Retirement Danger Zone’ — https://www.kitces.com/blog/managing-portfolio-size-effect-with-bond-tent-in-retirement-red-zone/    Papers From Today’s Episode:    ‘Beyond the Status Quo: A Critical Assessment of Lifecycle Investment Advice’ — https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4590406     ‘Is The United States a Lucky Survivor: A Hierarchical Bayesian Approach’ — https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3689958    ‘Risk-Free Interest Rates’ — https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3242836

In this episode, Ben, Dan, and Mark tackle another Ask Me Anything (AMA) session, covering a wide range of investing and financial planning topics. They begin with a highly requested debate on factor investing versus market cap-weighted portfolios and unpack the theory, research, and practical considerations behind both strategies. Ben explains why he prefers factor tilts when managing client portfolios, while Dan shares his perspective on why a simple market cap-weighted approach is more practical and sustainable. Then, they delve into the drivers of investor behaviour, common mistakes investors make, and powerful strategies to help investors overcome biases and improve their decision-making abilities. They also discuss the role of bonds in a portfolio, whether international bonds offer additional benefits, key retirement planning strategies, and the impact of sequence-of-returns risk. Join the conversation to discover how large corporations manage cash reserves, unpack the SPIVA Canada 2024 report findings, and explore the continued struggles of active management. Tune in now!   Key Points From This Episode:   (0:01:06) Ben explains why market cap weighting is a valid strategy but prefers factor tilting. (0:06:58) Dan shares why he prefers market cap weighting approaches over factor tilting. (0:13:45) Hear how client expectations shape their investment approaches. (0:18:12) How to overcome the psychological challenges of investing and reframe your mindset. (0:22:02) The role of bonds and fixed income in a portfolio and sequence of withdrawal risk. (0:36:19) Recommendations for factor ETFs and the home biases associated with them. (0:39:48) Unpack the 4% rule for retirement planning and amortization-based withdrawals. (0:47:47) Expected returns for a “millennial” portfolio and why 10% annualized is unrealistic. (0:52:38) Find out if PWL would ever open a branch in the US and about their US partnerships. (0:53:20) Explore how corporate cash management differs from typical household investing. (0:55:59) Uncover the value of bonds and the common misconceptions surrounding them. (1:00:40) Learn about the pros and cons of investing in stocks and ETFs. (1:09:13) Aftershow: the SPIVA Canada 2024 report, activate management struggles, updates, and more.   Links From Today’s Episode: Meet with PWL Capital: https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582. Rational Reminder Website — https://rationalreminder.ca/  Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on X — https://x.com/RationalRemind Rational Reminder on TikTok — www.tiktok.com/@rationalreminder Rational Reminder on YouTube — https://www.youtube.com/channel/ Rational Reminder Email — [email protected] Benjamin Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Mark McGrath on LinkedIn — https://www.linkedin.com/in/markmcgrathcfp/ Mark McGrath on X — https://x.com/MarkMcGrathCFP Dan Bortolotti — https://pwlcapital.com/our-team/ Dan Bortolotti on LinkedIn — https://www.linkedin.com/in/dan-bortolotti-8a482310/ Canadian Couch Potato Blog — https://canadiancouchpotato.com/ Canadian Couch Potato Podcast — https://canadiancouchpotato.com/podcast/ Dimensional (DFA) vs. Vanguard — https://www.youtube.com/watch?v=JfknibBat2A Episode 93: Cliff Asness from AQR — https://rationalreminder.ca/podcast/93 Episode 135: William Bengen — https://rationalreminder.ca/podcast/135 Episode 297: Do Stocks Return 10-12% On Average? — https://rationalreminder.ca/podcast/297 Episode 340: Ben Mathew — https://rationalreminder.ca/podcast/340 Episode 343: How to Choose an Asset Allocation — https://rationalreminder.ca/podcast/343 Credit Suisse Data — https://marketdata.credit-suisse.com/pmdr/en/index.html#/ SPIVA® Canada Year-End 2024 — https://www.spglobal.com/spdji/en/spiva/article/spiva-canada/ The Wealthy Barber Podcast — https://thewealthybarber.com/podcast/   Books From Today’s Episode:   Wealthier — https://www.amazon.com/Wealthier-Investing-Field-Guide-Millennials-ebook/dp/B0CX2VD1CW

Is the government manipulating inflation data? Why do so many people feel like their personal costs are rising faster than official inflation numbers suggest? In this episode of the Rational Reminder Podcast, we dive deep into one of the most debated and misunderstood economic topics: inflation. Today, we are joined by Andrew Barclay, an economist and senior analyst in the Consumer Price Division at Statistics Canada, to discuss everything you need to know about inflation and the Consumer Price Index (CPI). Statistics Canada is Canada’s national statistical agency dedicated to producing accurate, relevant, and timely data to help Canadians better understand their country. In our conversation, we unpack how inflation and the CPI are calculated and why it is so important. We explore the controversy around CPI calculations and the influence of inflation on government benefits, tax brackets, and the overall economy. Andrew also addresses scepticism and conspiracy theories about government inflation reporting, uncovers drivers of the perception gap, and explains how Statistics Canada ensures the accuracy and integrity of its data. Join us to hear the real story behind CPI and inflation with Andrew Barclay!   Key Points From This Episode:   (0:00:00) Background about Andrew and what inspired today's topic.  (0:05:33) Find out why measuring inflation is important and how the CPI is calculated.  (0:10:08) What goes into the CPI basket and how frequently the contents are updated. (0:12:42) How consumer choices impact inflation and how 'shrinkflation' is accounted for. (0:15:43) Learn how quality adjustments are accounted for in the CPI and why they matter.  (0:19:01) Scepticism surrounding quality adjustments and how the CPI adapts to crises. (0:25:21) The role of grocery price tracking and why Canada uses a single CPI measure. (0:28:08) Explore the idea of personal inflation and why it is usually different to the CPI. (0:31:10) The difference between home prices and housing costs and how they are calculated. (0:35:41) Hear how Statistics Canada's approach for housing compares to other methodologies. (0:41:15) Perceived inflation versus actual inflation and drivers of the inflation perception gap. (0:51:58) Statistics Canada's method of dealing with the perception gap and ensuring quality.  (0:55:51) Uncover the most criticized indexes and how Statistics Canada includes feedback. (1:01:52) Andrew's message for those who do not trust the CPI and his definition of success.   Links From Today’s Episode: Meet with PWL Capital: https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582. Rational Reminder Website — https://rationalreminder.ca/  Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on X — https://x.com/RationalRemindRational Reminder on TikTok — www.tiktok.com/@rationalreminder Rational Reminder on YouTube — https://www.youtube.com/channel/ Rational Reminder Email — [email protected] Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Mark McGrath on LinkedIn — https://www.linkedin.com/in/markmcgrathcfp/ Mark McGrath on X — https://x.com/MarkMcGrathCFP Andrew Barclay on LinkedIn — https://www.linkedin.com/in/andrew-barclay-a38b6035/ Statistics Canada — https://www.statcan.gc.ca/ Canadian System of National Accounts | 'Catalogue of products' — https://publications.gc.ca/Collection/Statcan/13F0029X/13F0029XIE2000001.pdf Bank of Canada — https://www.bankofcanada.ca/ Canadian Real Estate Association (CREA) — https://www.crea.ca/ Episode 323: Renting Versus Buying a Home in Canada 2005-2024 — https://rationalreminder.ca/podcast/323 Surveys of Consumers | University of Michigan — https://data.sca.isr.umich.edu/ Statistics Canada | The Daily — https://www150.statcan.gc.ca/n1/dai-quo/index-eng.htm   Books From Today’s Episode:   The Courage to Be Disliked — https://www.amazon.com/Courage-Be-Disliked-Phenomenon-Happiness/dp/1501197274   Papers From Today’s Episode:  'The naked eye versus the CPI: How does our perception of inflation stack up against the data?' — https://www.statcan.gc.ca/o1/en/plus/256-naked-eye-versus-cpi-how-does-our-perception-inflation-stack-against-data

Are index funds the best investment strategy for most investors? In this episode of Rational Reminder, Benjamin Felix, Dan Bortolotti, and Mark McGrath explore why low-cost index funds should be the primary investment strategy for most people. They explain how index funds evolved from a niche concept to a widely accepted strategy and outline their six key benefits. Learn about the fees associated with index funds, why index funds outperform most actively managed funds, and how to avoid the risks of picking individual stocks. They also explore academic research on long-term mutual fund performance, the persistence (or lack thereof) in active management, and the dangers of alternative indexing schemes. Discover how behaviour impacts investment decisions and why a globally diversified portfolio is crucial. Finally, in the aftershow, Ben shares an update regarding his health and listener feedback from the Rational Reminder community. Join the conversation and uncover why index funds are the best investment strategy and how to leverage them effectively to maximize your portfolio for long-term gains. Tune in now!   Key Points From This Episode:   (0:01:58) Outline of today's topic and why index funds should be everyone's main investment strategy. (0:05:10) Index fund fundamentals, market cap weighting, and why not all ETFs are index funds.  (0:10:03) Learn about the transition of index funds into mainstream finance and their low-fee advantages. (0:13:30) Linking fees to index performance and why lower fees gives them an advantage over managed funds. (0:19:50) The general awareness about index funds and what impact the lack of diversification has on actively managed funds. (0:26:35) Explore critical research comparing the returns on investment between index funds and actively managed funds. (0:33:32) Unpack why the size of the active management industry matters and common misconceptions surrounding the long-term returns of mutual funds. (0:42:26) Discover why some fund managers do well and how sector-specific performance influences stock returns. (0:48:28) Unpack why average returns are better than beating the market and what makes index funds tax efficient.  (0:51:08) Find out what makes index funds easy to use and how this results in higher returns in the long term.  (0:55:25) How index funds are consistent with foundational finance theory and why thematic ETFs and sector-specific index funds should be avoided. (1:05:40) The aftershow: Ben shares a personal health update, Rational Reminder news, and a request for listener AMA questions.   Links From Today’s Episode: Meet with PWL Capital: https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582. Rational Reminder Website — https://rationalreminder.ca/  Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on X — https://x.com/RationalRemindRational Reminder on TikTok — www.tiktok.com/@rationalreminder Rational Reminder on YouTube — https://www.youtube.com/channel/ Rational Reminder Email — [email protected] Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Mark McGrath on LinkedIn — https://www.linkedin.com/in/markmcgrathcfp/ Mark McGrath on X — https://x.com/MarkMcGrathCFP Dan Bortolotti — https://pwlcapital.com/our-team/ Dan Bortolotti on LinkedIn — https://www.linkedin.com/in/dan-bortolotti-8a482310/ Canadian Couch Potato Blog — https://canadiancouchpotato.com/ Canadian Couch Potato Podcast — https://canadiancouchpotato.com/podcast/ Episode 54: Dr. David Blitzer — https://rationalreminder.ca/podcast/54 Episode 124: Prof. Lubos Pastor — https://rationalreminder.ca/podcast/124 Episode 133: Adriana Robertson — https://rationalreminder.ca/podcast/133 Episode 220: Jonathan Berk and Jules van Binsbergen — https://rationalreminder.ca/podcast/220 Episode 244: Charles D. Ellis — https://rationalreminder.ca/podcast/244 Episode 268: Itzhak Ben-David — https://rationalreminder.ca/podcast/268 Episode 302: Michael Green — https://rationalreminder.ca/podcast/302 Episode 346: Hendrik Bessembinder — https://rationalreminder.ca/podcast/346 Coffeezilla — https://www.youtube.com/@Coffeezilla Coffeezilla: Investing for Idiots — https://www.youtube.com/watch?v=hoGm61I52YQ YCharts — https://ycharts.com/   Papers From Today’s Episode:    'The Arithmetic of Active Management' — https://www.tandfonline.com/doi/pdf/10.2469/faj.v47.n1.7 'Sharpening Sharpe’s Arithmetic' — https://www.tandfonline.com/doi/full/10.2469/faj.v74.n1.4 'Mutual Fund Flows and Performance in Rational Markets' — https://www.journals.uchicago.edu/doi/abs/10.1086/424739 'Why Indexing Works' — https://onlinelibrary.wiley.com/doi/abs/10.1002/asmb.2271 'Long-Term Shareholder Returns: Evidence from 64,000 Global Stocks' — https://www.tandfonline.com/doi/abs/10.1080/0015198X.2023.2188870 'The Performance of Mutual Funds in the Period 1945-1964' — https://www.jstor.org/stable/2325404 'On Persistence in Mutual Fund Performance' — https://doi.org/10.1111/j.1540-6261.1997.tb03808.x 'Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk' — https://onlinelibrary.wiley.com/doi/full/10.1111/j.1540-6261.1964.tb02865.x 'Passive in name only: Delegated management and index investing' — https://heinonline.org/HOL/LandingPage?handle=hein.journals/yjor36&div=20&id=&page=

Did you know that just a handful of stocks drive nearly all of the stock market’s long-term gains? In this episode, we sit down with Hendrik Bessembinder to discuss his groundbreaking research on why most stocks fail to outperform Treasury bills and how a small fraction of stocks generate the most long-term market returns. Hendrik is a Professor in the Department of Finance at Arizona State University whose research focuses on market design, trading, and long-term investment performance across stock, foreign exchange, fixed income, futures, and energy markets. In addition to his academic contributions, Professor Bessembinder has over 25 years of consulting experience, advising major firms, financial markets, and government agencies. In our conversation, we delve into the findings of his research and find out how a small fraction of stocks generate the majority of long-term returns. We explore why traditional investment strategies often overlook the impact of skewness, the impacts of broad diversification and passive investing, and why active fund managers struggle to beat the market. Discover why chasing past returns can lead to costly mistakes, his latest research on 'sustainable returns', what type of industries have the highest stock returns, common investing mistakes, and more. Join us to uncover the surprising realities of stock market returns and how you can build a portfolio that stands the test of time with Professor Hendrik Bessembinder. Key Points From This Episode:   (0:03:54) Explore Hendrik’s research on long-term stock returns and how most returns come from a small group of stocks. (0:08:30) Learn how company size interacts with the skewness in stock returns and what it means for individual investors. (0:11:39) Considering fundamentals in stock returns and the implications of skewness for measuring portfolio performance. (0:15:42) Unpack how he used bootstrap simulations in his paper and the performance of stock returns versus Treasury bills. (0:19:01) Find out the proportion of US firms responsible for dollar wealth creation and why diversification is essential for long-term stock returns. (0:25:23) Navigating volatility in the market and why it is difficult to identify skilled managers in time to leverage the market. (0:28:00) Compare the performance of US stocks versus global stocks and what is driving their performance. (0:32:04) What the findings of his research means for financial planners and individual investors.  (0:35:35) Uncover which US firms generated the highest returns and what type of industries these companies are in. (0:42:07) Hear about the long-term performance of US mutual funds and how investor behaviour contributes to it. (0:49:54) How passive investing and index funds have reduced the contributions of actively managed mutual funds and the lessons for investors. (0:55:48) Discover Professor Bessembinder's broader research interests and his definition of success.   Links From Today’s Episode: Meet with PWL Capital: https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582. Rational Reminder Website — https://rationalreminder.ca/  Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on X — https://x.com/RationalRemindRational Reminder on TikTok — www.tiktok.com/@rationalreminder Rational Reminder on YouTube — https://www.youtube.com/channel/ Rational Reminder Email — [email protected] Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Mark McGrath on LinkedIn — https://www.linkedin.com/in/markmcgrathcfp/ Mark McGrath on X — https://x.com/MarkMcGrathCFP Professor Hendrik Bessembinder — https://search.asu.edu/profile/2717225 Arizona State University — https://www.asu.edu/ KRIS — https://www.kris-online.com/ Professor Hendrik Bessembinder papers on SSRN — https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=667 SPIVA — https://www.spglobal.com/spdji/en/research-insights/spiva/ Episode 322: Professor Marco Sammon — https://rationalreminder.ca/podcast/322 Episode 124: Professor Lubos Pastor — https://rationalreminder.ca/podcast/124   Papers From Today’s Episode:    'Do Stocks Outperform Treasury Bills?' — https://www.sciencedirect.com/science/article/abs/pii/S0304405X18301521 'Extending Portfolio Theory to Compound Returns' — https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3875870 'Luck versus Skill in the Cross-Section of Mutual Fund Returns' — https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1540-6261.2010.01598.x 'Measuring Skill in the Mutual Fund Industry' — https://www.sciencedirect.com/science/article/abs/pii/S0304405X15000628 'Long-Term Shareholder Returns: Evidence from 64,000 Global Stocks' — https://www.tandfonline.com/doi/abs/10.1080/0015198X.2023.2188870 'Which U.S. Stocks Generated the Highest Long-Term Returns?' — https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4897069 'How Should Investors’ Long-Term Returns Be Measured?' — https://www.tandfonline.com/doi/abs/10.1080/0015198X.2024.2401765

As we continue to answer your questions from our most recent AMA, Ben, Mark, and Dan begin today’s episode with Bitcoin and how its value as an investment has changed over the years. Then, after briefly explaining how to find short clips of this podcast online, we discuss why many companies choose not to list directly on the TXS, how to implement factor investing without factor EFTS, the best way to invest if you could only make one EFT investment in your lifetime, and, and understanding buffered EFTs and market-linked GICs. We also cover expected returns in a corrupt market, return stacking for individuals, academia versus real-world applications, and why stock valuations will never be the same as they were in the past. To end, we look at lump sum investing versus dollar-cost averaging, what to remember regarding asset allocation, how we rebalance portfolios here at PWL Capital, and we wish Ben well as he awaits his diagnosis. Key Points From This Episode: (0:03:30) Unpacking the value of Bitcoin as an investment; past, present, and future.  (0:09:58) Why we don’t use YouTube Shorts anymore and how to find our bite-sized clips.  (0:10:29) Understanding why many companies refrain from directly listing on the TXS.  (0:11:29) An interlude on how we take care of our bodies.  (0:14:22) Implementing factor investing without factor ETFs, and Manulife’s multifactor ETFs. (0:19:21) What we would do if we could only invest in one ETF until retirement. (0:22:23) Buffered EFTs and market-linked GICs.   (0:26:15) Market efficiency and expected returns in a low transparency/high corruption market.   (0:29:50) Whether return stacking is a good idea for individuals, and unpacking leverage.  (0:40:44) Balancing proven business philosophies with academic thinking.  (0:47:39) The Shiller PE Ratio; why stock valuations are permanently higher than in the past.   (0:54:58) Lump sum investing versus dollar-cost averaging.  (1:00:09) Asset allocation and how to know which assets to sell first.  (1:04:57) How PWL Capital rebalances client portfolios – an operational perspective.  (1:10:42) The after show: Testicular cancer and heartwarming reviews.    Links From Today’s Episode: Meet with PWL Capital — https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582. Rational Reminder Website — https://rationalreminder.ca/  Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on X — https://x.com/RationalRemindRational Reminder on TikTok — www.tiktok.com/@rationalreminder Rational Reminder on YouTube — https://www.youtube.com/channel/ Rational Reminder Email — [email protected] Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Cameron Passmore — https://pwlcapital.com/our-team/ Cameron on X — https://x.com/CameronPassmore Cameron on LinkedIn — https://www.linkedin.com/in/cameronpassmore/ Mark McGrath on LinkedIn — https://www.linkedin.com/in/markmcgrathcfp/ Mark McGrath on X — https://x.com/MarkMcGrathCFP  Dan Bortolotti on LinkedIn — https://www.linkedin.com/in/dan-bortolotti-8a482310/   ‘Episode 80: A Planning Checklist, Portfolio Concentration, and Leverage’ — https://rationalreminder.ca/podcast/80  ‘Episode 343: How to Choose an Asset Allocation’ — https://rationalreminder.ca/podcast/343 ‘Episode 234: Prof. Robert C. Merton: ICAPM, Retirement, and Models in Finance’ — https://rationalreminder.ca/podcast/234   ‘Episode 335: What About Warren Buffett?’ — https://rationalreminder.ca/podcast/335  ‘Episode 202: Antti Ilmanen: The Building Blocks of Long-Run Returns’ — https://rationalreminder.ca/podcast/202   ‘Episode 262: Prof. Francisco Gomes: Consumption and Portfolio Choice over the Life Cycle’ — https://rationalreminder.ca/podcast/262   ‘Dan Bortolotti: Index Investing, ETFs and Financial Planning’ — https://thewealthybarber.com/podcast/dan-bortolotti-index-investing-etfs-and-financial-planning-twb-podcast-9/   Manulife Investment Management — https://www.manulifeim.com/retail/ca/en  Dimensional Fund Advisors — https://www.dimensional.com/hk-en/financial-professionals  Scott Cederburg on LinkedIn — https://www.linkedin.com/in/scott-cederburg-0917b0121/  Corey Hoffstein on LinkedIn — https://www.linkedin.com/in/coreyhoffstein/   We Study Billionaires — https://www.theinvestorspodcast.com/we-study-billionaires/   Hendrik Bessembinder | ASU Search — https://search.asu.edu/profile/2717225  Shiller PE Ratio — https://www.multpl.com/shiller-pe  ‘What if You Only Invested at Market Peaks?’ — https://awealthofcommonsense.com/2014/02/worlds-worst-market-timer/   Books From Today’s Episode:  The Only Guide You'll Ever Need for the Right Financial Plan — https://www.amazon.com/Only-Guide-Youll-Right-Financial/dp/1576603660    Papers From Today’s Episode:  ‘Beyond the Status Quo: A Critical Assessment of Lifecycle Investment Advice’ — https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4590406  ‘Why Not 100% Equities’ — https://ibs-masters.narod.ru/olderfiles/1/asness_100equities.pdf   ‘A Conversation with Benjamin Graham’ — https://www.jstor.org/stable/4477960  ‘Forecasting Stock Returns: What signals matter, and what do they say now?’ — https://fairwaywealth.com/wp-content/uploads/Vanguard-Research-11-30-2014.pdf  ‘Dollar Cost Averaging vs. Lump Sum Investing’ — https://pwlcapital.com/wp-content/uploads/2024/08/Dollar-Cost-Averaging-vs-Lump-Sum-Investing.pdf

What if the key to successful investing is about understanding how market expectations, intangible assets, and even your own biases shape the outcome? In this episode, Cameron sits down with Michael Mauboussin, a renowned expert in investment strategies and behavioural finance, to explore how the evolving dynamics of investing influence valuation, investor decision-making, and market efficiency. Michael is the head of Consilient Research at Counterpoint Global, part of Morgan Stanley Investment Management, and an adjunct professor at Columbia Business School, where he teaches courses on investing and decision-making. His work focuses on behavioural biases, skill versus luck, complex adaptive systems, and valuation. In our conversation, we discuss the core principles of equity investing, unpack the evolution of intangible assets, and explore how market dynamics are influenced by index funds. You’ll learn about capital allocation strategies, the shifting landscape of private equity, accounting challenges with intangibles, and how traditional investment frameworks are being redefined. Michael also provides insight into the "free dividend" fallacy, the importance of understanding the basic unit of analysis, the paradox of skill in active management, and more. Join us to learn about market and investing fundamentals to improve your strategy with Michael Mauboussin. Tune in now!   Key Points From This Episode:   (0:03:08) What the primary job of an equity investor is and the origin of stock returns. (0:05:37) Why dividends are less critical to total shareholder return unless fully reinvested. (0:08:43) Dissect the behaviour of investors in dividend stocks and the "free dividend fallacy." (0:10:01) Value versus growth classifications and how intangible assets impact valuations. (0:16:39) Learn about the potential advantages for companies investing in intangible assets. (0:20:20) How to determine a company's position in the competitive advantage life cycle. (0:24:42) The phase that offers the highest returns and what to consider about newer industries. (0:26:18) Explore the tradeoffs of intangible-intensive companies and the impact on base rates. (0:29:22) Pitfalls of valuation multiples and the implications for systematic value investors. (0:32:25) Relevance of market metrics and how index funds have affected alpha opportunities. (0:38:14) Effects of rising indexed assets and what to consider about market concentration. (0:45:01) Discover the historical link between market concentration and future returns.  (0:46:31) How active managers benefit markets and misconceptions about skilled managers.  (0:48:46) The value of active managers and advice for structuring investment portfolios. (0:52:44) Unpack the shift from public to private equities and why it happened.  (0:55:40) Insights into the benefits of private over public equities for investors.  (0:58:00) Ways intangible assets influenced the rise of private equity.  (0:59:27) What the market says about future returns and using public equity for diversification.   Links From Today’s Episode: Meet with PWL Capital: https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582. Rational Reminder Website — https://rationalreminder.ca/  Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on X — https://x.com/RationalRemindRational Reminder on TikTok — www.tiktok.com/@rationalreminder Rational Reminder on YouTube — https://www.youtube.com/channel/ Rational Reminder Email — [email protected] Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Cameron Passmore — https://pwlcapital.com/our-team/ Cameron on X — https://x.com/CameronPassmore Cameron on LinkedIn — https://www.linkedin.com/in/cameronpassmore/ Michael Mauboussin — https://www.michaelmauboussin.com/ Michael Mauboussin on LinkedIn — https://www.linkedin.com/in/michael-mauboussin-12519b2/ Michael Mauboussin on X — https://x.com/mjmauboussin Columbia Business School — https://business.columbia.edu/ Morgan Stanley | Counterpoint Global — https://www.morganstanley.com/im/en-us/individual-investor/about-us/investment-teams/active-fundamental-equity/counterpoint-global-team.html The Heilbrunn Center for Graham and Dodd Investing — https://business.columbia.edu/heilbrunn Episode 332: Randolph Cohen and Michael Green — https://rationalreminder.ca/podcast/332   Books From Today’s Episode:   The Success Equation — https://www.amazon.com/Success-Equation-Untangling-Business-Investing/dp/1422184234 More Than You Know — https://www.amazon.com/More-Than-You-Know-Unconventional/dp/0231143729 Expectations Investing — https://www.amazon.com/Expectations-Investing-Reading-Prices-Returns/dp/159139127X Think Twice — https://www.amazon.com/Think-Twice-Harnessing-Power-Counterintuition/dp/1422187381 Creating Shareholder Value — https://www.amazon.com/Creating-Shareholder-Value-Managers-Investors/dp/0684844109 Capitalism Without Capital — https://www.amazon.com/Capitalism-without-Capital-Intangible-Economy/dp/0691175039 The New Goliaths — https://www.amazon.com/New-Goliaths-Corporations-Industries-Innovation/dp/0300255047 Security Analysis — https://www.amazon.com/Security-Analysis-Foreword-Buffett-Editions/dp/0071592539 —    Papers From Today’s Episode:    'The Dividend Disconnect' — https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2876373 'Trading Stages in the Company Life Cycle' — https://www.morganstanley.com/im/en-gb/intermediary-investor/insights/articles/trading-stages-in-the-company-life-cycle.html

Choosing an asset allocation is a crucial investment decision, as it determines expected returns and risk exposure. During this episode, we uncover what this means, exploring topics such as why risk may not always be the best assessment method. We unpack the three factors that John Grable’s risk profiling framework considers: behavioural loss tolerance, the ability to take risk (which assesses the financial capacity to withstand losses without affecting lifestyle), and the need to take risk. Many investors sabotage their returns by selling after losses and buying after gains, and we discuss the reasons behind this. We also explore why stocks tend to become less risky over long horizons, while bonds can be vulnerable to inflation and interest rate changes, before explaining why investors should focus on compensated risks. In the aftershow, we address listener comments on absolute returns, XEQT, why we have made certain sponsorship decisions, and more. To gain a deeper understanding of risk and avoid common pitfalls that can undermine your returns, tune in today!   Key Points From This Episode:   (0:05:10) The critical importance of choosing an asset allocation and understanding risk.  (0:08:35) How behavioural loss tolerance impacts asset allocation.    (0:18:42) Psychological theory on risk tolerance and willingness to engage in financial behavior.  (0:30:48) Assessing your need to take risks.  (0:39:24) Why market volatility is not where the true risks lie. (0:47:42) Private credit, other portfolio alternatives, and GICs.  (0:53:03) The aftershow: demystifying the AMA controversy. (1:00:20) Absolute returns, XEQT, and sponsorship on the Rational Reminder. (1:12:05) An update on Ben’s health and what he has learned from this experience.    Links From Today’s Episode: Meet with PWL Capital: https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582. Rational Reminder Website — https://rationalreminder.ca/  Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on X — https://x.com/RationalRemindRational Reminder on TikTok — www.tiktok.com/@rationalreminder Rational Reminder on YouTube — https://www.youtube.com/channel/ Rational Reminder Email — [email protected] Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Cameron Passmore — https://pwlcapital.com/our-team/ Cameron on X — https://x.com/CameronPassmore Cameron on LinkedIn — https://www.linkedin.com/in/cameronpassmore/ Mark McGrath on LinkedIn — https://www.linkedin.com/in/markmcgrathcfp/ Mark McGrath on X — https://x.com/MarkMcGrathCFP Dan Bortolotti — https://pwlcapital.com/our-team/ Dan Bortolotti on LinkedIn — https://www.linkedin.com/in/dan-bortolotti-8a482310/ Canadian Couch Potato Blog — https://canadiancouchpotato.com/ Canadian Couch Potato Podcast — https://canadiancouchpotato.com/podcast/   Papers From Today’s Episode:  'The Grable and Lytton risk-tolerance scale: a 15-year retrospective’ — https://static.arnaudsylvain.fr/2017/03/The-Grable-and-Lytton-risk-tolerance-scale-15-year-retrospective.pdf

Today we are joined by the Professor of Finance at the University of Utah, Matt Ringgenberg to discuss everything related to anomaly returns. Matt’s research – mainly centred on the actions of short sellers – has been published in all the major journals including the Journal of Finance, the Journal of Financial Economics, and the Review of Financial Studies. We begin with the definition of an asset pricing anomaly before learning about the anomalies that Matt’s research is primarily focused on. Then, we unpack anomaly returns and how they relate to anomaly signal information, what causes anomalies, the risk versus mispricing debate, and the barriers to accessing financial data that allow anomalies to persist. We also weigh Matt’s research against its anomaly-denying counterparts, assess anomaly behaviour before and after publicly available signal information, explore models that help to predict future anomalies, and learn more about the economic mechanism underlying asset pricing anomalies. To end, we dive into Matt’s paper, ‘The Loan Fee Anomaly’ and explore the relationship between cross-sectional predictors and market returns, and Matt explains why long-term happiness is the only true marker of success.    Key Points From This Episode:   (0:05:07) Matt Ringgenberg defines an asset pricing anomaly and describes the anomalies his research is focused on.  (0:06:27) When anomaly returns appear relative to the release of anomaly signal information. (0:07:57) How the annual forming of portfolios in June affects anomaly returns.  (0:08:50) The cause of anomalies, and the risk versus mispricing debate on anomaly returns.   (0:10:35) Unpacking the barriers to accessing financial data that allow anomalies to persist.   (0:13:41) How Matt’s rebalancing approach could affect anomaly-denying research. (0:14:37) Applying his work to valuation-based anomalies and to investors capturing anomaly returns in live-traded portfolios.   (0:16:04) How anomalies behave before anomaly signal information is publicly available. (0:17:48) Exploring the models that can be used to predict future anomaly signals.  (0:19:05) How anomaly premiums traded on predicted signals compare to trades on actual information release dates. (0:19:37) Understanding the economic mechanism underlying asset pricing anomalies. (0:24:38) Dissecting one of Matt’s short-selling papers, ‘The Loan Fee Anomaly’. (0:32:51) The relationship between cross-sectional predictors and market returns. (0:39:11) What Matt hopes to pass on to his students in his Introduction to Investments course. (0:40:48) How Matthew Ringgenberg defines success.   Links From Today’s Episode: Meet with PWL Capital: https://calendly.com/d/3vm-t2j-h3p Rational Reminder on iTunes — https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582. Rational Reminder Website — https://rationalreminder.ca/  Rational Reminder on Instagram — https://www.instagram.com/rationalreminder/ Rational Reminder on X — https://x.com/RationalRemindRational Reminder on TikTok — www.tiktok.com/@rationalreminder Rational Reminder on YouTube — https://www.youtube.com/channel/ Rational Reminder Email — [email protected] Felix — https://pwlcapital.com/our-team/ Benjamin on X — https://x.com/benjaminwfelix Benjamin on LinkedIn — https://www.linkedin.com/in/benjaminwfelix/ Cameron Passmore — https://pwlcapital.com/our-team/ Cameron on X — https://x.com/CameronPassmore Cameron on LinkedIn — https://www.linkedin.com/in/cameronpassmore/ Mark McGrath on LinkedIn — https://www.linkedin.com/in/markmcgrathcfp/ Mark McGrath on X — https://x.com/MarkMcGrathCFP Matthew Ringgenberg on Google Scholar — https://scholar.google.com/citations?user=NArgYXUAAAAJ  Matthew Ringgenberg on LinkedIn — https://www.linkedin.com/in/matthewringgenberg/  Matthew Ringgenberg on X — https://x.com/Ringgenberg_M  University of Utah — https://www.utah.edu/  Davidson Heath on LinkedIn — https://www.linkedin.com/in/davidson-heath-5a28999a/   Management Science — https://pubsonline.informs.org/journal/mnsc  Journal of Financial and Quantitative Analysis — https://jfqa.org/  Morningstar Direct — https://www.morningstar.com/business/brands/data-analytics/products/direct  YCharts — https://ycharts.com/  Andre Chen — https://andrewchen.substack.com/  David Booth | Dimensional Fund Advisors — https://www.dimensional.com/hk-en/bios/david-booth    Papers From Today’s Episode:    ‘A Conversation with Benjamin Graham’ — https://www.jstor.org/stable/4477960   ‘The Loan Fee Anomaly: A Short Seller's Best Ideas’ — https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3707166  ‘Do Cross-Sectional Predictors Contain Systematic Information?’ — https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3459229