Factors, Inflation and China: A Podcast with Maura Pape and Liqian Ren

Global Chief Investment Officer
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Last week’s “Behind the Markets” podcast featured a discussion with Maura Pape, strategist and director of business development at DeepMacro. An innovative technology and research platform, DeepMacro provides interesting “factor” research for growth and inflation dynamics that inform asset allocation portfolios and models. Pape was an intern for WisdomTree over a decade ago during her time at the University of Pennsylvania before she went to work for Morgan Stanley, then Soros Fund Management on its economics team and now DeepMacro.


Liqian Ren, WisdomTree’s new Director of Modern AlphaTM, also joined me in the discussion on her second day in her new role. In case you missed the announcement of Ren joining WisdomTree last week: Ren, who has a Ph.D. from the University of Chicago, was most recently a portfolio manager in the Quantitative Equity Group for Vanguard’s factor family of funds. Before running its active factor funds, Ren had a diverse set of experience, from economic modeling at the Chicago Fed to running multiasset and managed payout portfolios at Vanguard. For WisdomTree, she will be spending most of her time working on active factor-oriented investment strategies.


We often discuss factors in the context of equity or fixed income allocations—with a focus on factors including value, momentum, quality and others.


Macro Factors and Models


For DeepMacro, there are two important macro conditions for its asset class views: economic growth and inflation—both the levels and changes. It also uses risk models, which helps inform tactical decisions the company is making in global all-asset portfolios.


One of DeepMacro’s specialties is a currency rotation program based on these macro models of growth and inflation that looks across all currency pairs—not just with the U.S. dollar.


DeepMacro also has a global tactical asset allocation model that will form a view of five growth and inflation regimes that dictate the portfolio allocations across risk assets. Pape described the current regime our economy is in as an expansion—which may seem counterintuitive based on the volatility seen in the markets in October, but that is what DeepMacro’s growth factors show. The G10 countries have seen growth rates come down, but, overall, they are all rising and still above trend. Inflation has been rising generally, but not enough to make central banks take a lot more action, while risk indicators are in the middle of historical ranges. The net conclusion is that we are not yet in a “late cycle” that would imply getting a lot more cautious, and DeepMacro would assign the most recent drop in the markets in October to stock valuations more than macroeconomics rolling over.  


Unique China Insight: Less Bearish Than Consensus


One of the interesting parts of the conversation featured insights on China, a country where DeepMacro has interesting “alternative data” sources for gauging the health of the economy. One such alt-data source monitors satellite pollution data produced by NASA to get a much more real-time indicator of industrial production in China. This, among other DeepMacro indicators, point to a less bearish view of China than current consensus, one that could be a bright spot for those allocating to emerging markets.


It was great to reconnect with Pape, one of our star interns from Wharton over a decade ago, and we could not be more excited to have Ren as a new member of our team!   


Listen to the full conversation with Ren and Pape.


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.