Discussing Global ETF Portfolio Building and Institutional Research

Global Chief Investment Officer
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On last week’s show, we had the pleasure of speaking to John Davi, founder and CIO of Astoria Portfolio Advisors, a new ETF model manager, and Pankaj Patel, head of quantitative research at Cirrus Research, who focuses on, among other things, how ETFs and fund flows impact the market.


Building Global Portfolios


Davi has been in the ETF and investment industry for many years—most recently at Morgan Stanley on the institutional ETF desk as well as the equity derivatives research team at Merrill Lynch. He left his institutional strategy role at Morgan Stanley to launch a firm that builds low-cost wealth management solutions focused on ETFs. Davi believes his institutional background gives him a unique tool set in constructing portfolios. 

  • On the show, we talked about how Davi utilizes macroeconomic models and cross-asset risk indicators with the goal of providing better risk-adjusted returns across varying economic cycles. Davi’s goal is to find the cheap asset classes where the market will come to realize the asset’s potential. 
  • Davi tries to blend active and passive characteristics and is not just buying the lowest-cost ETF. He brought up the example of the S&P SmallCap 600 Index compared to the Russell 2000 Index and how the simple quality screen employed by S&P—companies must be profitable for a year before they enter the Index—has led to significant outperformance versus the Russell 2000 over the last two decades.  
  • Davi believes 2017 embodies a cyclical recovery that will continue: The shift to global ex-U.S. leadership is intact, and his portfolio has been positioned toward emerging markets all year in both equities and currencies. He sees the Federal Reserve remaining very accommodative, and there will still be support from global central banks. 
  • Specifically, Davi thinks India looks attractive in the emerging markets. There is also Japan, which he sees as a broader play on global economic growth, but that comes with a market selling at a 20% discount to the U.S. on a forward price-to-earnings basis, while earnings growth looks robust with the Bank of Japan still supportive. 
  • Davi sees news around President Trump as noise and the bigger story being the change in leadership to move toward foreign companies and small-cap foreign companies. 
  • Davi discussed using game theory for positioning/sentiment. He believes one key differentiator for his approach is the utilization of positioning and sentiment indicators to determine whether there’s a mispricing in the market compared to what we think will happen. 
  • In this regard, Davi cites concern about secular stagnation in the post-credit crisis period. People piled into bond yield trades given that growth was perceived to be low. But what we had after the credit crisis was one of the greatest equity bull markets ever, and people were largely absent from it. There has been nearly $1.5 trillion in inflows into bonds since 2007 versus negative $75 million into U.S. equities. The flows, even in 2017, are dominated by fixed income, which makes Davi think gains can continue for longer. 


Institutional Research


In our conversation with Patel, we talked about the quantitative research his firm produces. Cirrus Research focuses on equity research for institutions—producing unique style and sector models that supplement the research of firms across the large-, mid- and small-capitalization universes. Cirrus tries to make calls on sectors, looking for under- and overvalued markets across the globe. 


  • Patel has a risk-appetite model looking for market opportunities and a polarization index that looks for valuations. Patel’s model does not say valuations are as high as the previous market bubble. 
  • We had an interesting conversation around ETF flows and what they indicate. John Davi broke into that conversation by saying that during times of distress, the high-yield bond market ETF trading volume picked up as market participants preferred to execute trades—the counter to the prevailing narrative that the high-yield ETF could be a source of risk in next big high-yield crisis.
  • Patel talked about how ETFs are starting to own large percentages of individual stocks in the range of 20% of shares for large-cap stocks and sometimes more. The positive side of this says stocks might have more liquidity, but on the negative side, the stocks may become more volatile. Patel also thinks ETFs are driving up valuations on stocks due to the one-way nature of flows into passive ETFs. 
  • We talked about dividend investing and the Cirrus Research model for high yield, combined with payout ratios and dividend growth. We also talked about the trend toward buybacks and why companies are trying to manage to given payout ratios. 
  • Patel talked about hedged strategies and when shorting strategies work. When market participants are focusing on valuations, short positions can work. But right now the market environment is less concerned with valuations in the market, so short positions are hard to work today. 


It was a fairly interesting conversation with Davi and Patel, and you can listen to the full discussion here.



For more investing insights, check out our Economic & Market Outlook


About the Contributor
Global Chief Investment Officer
Follow Jeremy Schwartz

Jeremy Schwartz has served as our Global Chief Investment Officer since November 2021 and leads WisdomTree’s investment strategy team in the construction of WisdomTree’s equity Indexes, quantitative active strategies and multi-asset Model Portfolios. Jeremy joined WisdomTree in May 2005 as a Senior Analyst, adding Deputy Director of Research to his responsibilities in February 2007. He served as Director of Research from October 2008 to October 2018 and as Global Head of Research from November 2018 to November 2021. Before joining WisdomTree, he was a head research assistant for Professor Jeremy Siegel and, in 2022, became his co-author on the sixth edition of the book Stocks for the Long Run. Jeremy is also co-author of the Financial Analysts Journal paper “What Happened to the Original Stocks in the S&P 500?” He received his B.S. in economics from The Wharton School of the University of Pennsylvania and hosts the Wharton Business Radio program Behind the Markets on SiriusXM 132. Jeremy is a member of the CFA Society of Philadelphia.