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A New Index of the Business Cycle

July 28, 2021
By: David Turkington, Mark Kritzman, State Street Associates, William Kinlaw
Summary

By William Kinlaw, Mark Kritzman, and David Turkington.

 

Published in the Journal of Investment Management, Q3 2021.

 

Recipient of the 2021 Roger F. Murray First Place Prize Award.

 

We introduce a new index that synthesizes economic data to forecast the relative likelihood of recession versus high growth.

 

The index uses the Mahalanobis distance to measure the statistical similarity of current economic conditions with past episodes of recession and robust growth. Our approach has a key advantage compared to approaches that simply aggregate data, such as the Conference Board indexes, or approaches that rely on regression models. It considers the distribution of recession data separately from the distribution of growth data. This feature, along with the construction of the index as a relative probability, has the consequence of shifting the weights that are placed on the index inputs based on their prevailing values. In addition, our framework makes it possible to measure how the relative importance of the economic variables from which the index is constructed varies through time, which yields valuable insights about the dynamics of the business cycle.

 

READ THE 1-PAGE SUMMARY

 

Author Bios
David Turkington
David Turkington is Senior Managing Director and Head of State Street Associates, State Street Markets’ decades-long partnership with renowned academics that produces innovative research on markets and investment strategy. David is a frequent presenter at industry conferences, has published more than 40 research articles in a range of journals, and serves on the editorial board of the Journal of Alternative Investments. He is the co-author of three books including “Asset Allocation: From Theory to Practice and Beyond” and “Prediction Revisited: The Importance of Observation.” His published research has received the 2010 Graham and Dodd Scroll Award, five Bernstein-Fabozzi/Jacobs-Levy Outstanding Article Awards, the 2013 Peter L. Bernstein Award for best paper in an Institutional Investor journal, the 2021 and 2023 Roger F. Murray First Prize for outstanding research presented at the Q Group seminars, and the 2022 and 2023 Harry Markowitz awards for best paper in the Journal of Investment Management.
Mark Kritzman
Mark is a founding partner of State Street Associates and senior lecturer at the MIT Sloan School of Management. As the author of seven books and more than 100 research articles, Mark has pioneered new approaches to asset allocation, investment strategy, and predictive analytics. He received the James R. Vertin award from the CFA Institute recognizing the relevance and value of his research to the investment profession. Mark’s contributions provide State Street clients with novel practical methods to improve the effectiveness of predictions and investment processes.
State Street Associates
William Kinlaw
William (Will) Kinlaw is executive vice president and head of Data Intelligence at State Street. Will leads a firm-wide initiative that empowers clients to distill actionable insights from proprietary and third-party datasets. Drawing on State Street’s technology and data infrastructure, as well as State Street Associates — our hub for partnerships with academics and fintech data companies — the team develops products that enhance clients’ investment, trading, operations and distribution capabilities.
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1. Peter L. Bernstein Award for Best Article in an Institutional Investor Journal in 2013; Bernstein-Fabozzi/Jacobs-Levy Award for Outstanding Article in the Journal of Portfolio Management in 2006, 2009, 2011, 2013 (2), 2014, 2015, 2016, 2021; Graham & Dodd Scroll Award for article in the Financial Analysts Journal in 2002 and 2010. Roger F. Murray First Prize for Research Presented at the Q Group Conference in 2012, 2021, 2023. Harry M. Markowitz Award for Best Paper in the Journal of Investment Management in 2022, 2023. Doriot Award for Best Private Equity Research Paper in 2022.