This week, I asked Anastasia Buyalskaya to guest author Macro Signposts. Dr. Buyalskaya is a behavioral finance advisor to PIMCO; she helps the firm incorporate behavioral science insights and methodologies into our investment process. In this edition, she shares observations on the structure and discussions of PIMCO's annual Secular Forum.

Unless explicitly stated, views expressed do not constitute official PIMCO views.


PIMCO's Secular Forum Process: A Behavioral Science Perspective


By Anastasia Buyalskaya, Ph.D. – advisor to PIMCO on behavioral finance

Last week, PIMCO held its annual Secular Forum: Investment professionals from around the world gathered to debate the state of the global economy and to identify structural changes and trends likely to have long-term investment implications. The firm also invited guest speakers, experts from several fields who brought valuable, multidimensional perspectives to the discussions. PIMCO will share the key conclusions and investment takeaways from this year's forum in its Secular Outlook in early June.

In its wide-reaching forum debates, PIMCO applies best practices from behavioral science in an effort to maximize the interchange of ideas, challenge assumptions, counter cognitive biases, and generate robust insights. At last week's forum, three observations stood out from a behavioral science perspective.

The presentations and discussions with guest speakers were structured in an effort to minimize authority bias, which is the tendency to overweight and defer to the opinions of a presumed expert or authority on a particular topic. After all, these individuals' expertise and presumed information edge are the basis for their invitation to the forum. Nonetheless it is important to evaluate their views objectively, however compelling those perspectives may seem. The structure of PIMCO's Secular Forum enabled participants to challenge authority bias and ensure a balanced debate: Most sessions featured more than one expert sharing and debating alternate views on a particular topic, often with a PIMCO moderator who brought additional perspective. This structure is valuable since even authorities, however esteemed, are still subject to cognitive biases.

A related observation is that it can be difficult to translate a compelling narrative around macro or market trends into a concrete, specific forecast. Some experts appeared reluctant to do so even when pressed to assign a numeric probability around, for example, the likelihood of recession, or the outlook for the U.S. dollar. Though studies have shown that it is possible to assign numeric probabilities to even complex geopolitical events, the hesitation is natural, especially when the stakes are high. In line with best practice, PIMCO investment professionals at the forum presented concrete macro scenarios with probabilities attached as a basis for discussion. Assigning probabilities to various possible outcomes can help the firm develop a well-vetted long-term forecast, but it's important to assess those probabilities critically. Probabilistic reasoning can be prone to error: Suppose, for example, five independent experts assert their belief that some binary future event will occur within the next three years. The five identical predictions would have more signal value if they are based on uncorrelated information than if they are all based on the same report. Confidence intervals matter too: When saying "yes," is the individual 51% confident or 95%? All of this should be taken into account when uniting around a final firm view.

Finally, one of the ultimate objectives of PIMCO's forum process is to translate macro and market forecasts into investment strategies and positions. However, PIMCO remains mindful of the risk of action bias. A geopolitical event, a market surprise, or a data release that's far from consensus expectations may inspire investors to make swift and potentially major changes to a portfolio because they feel compelled to take action, any action, rather than wait and watch. Similarly, investment professionals develop compelling macro forecasts during the Secular Forum and may be tempted to quickly translate those into positioning. PIMCO recognizes, however, that the secular time horizon is over a period of years, not weeks, and not all implications or forecasts necessarily call for an immediate change to positioning. That said, while the information is fresh in investors' minds, it is useful to plan ahead: establishing scenarios and setting decision thresholds associated with macroeconomic milestones in order to be better prepared when the time comes to take action.

For more insights, please read PIMCO's Viewpoint, "The Human Factor: Using Behavioral Science to Improve Investment Decisions."


This report, like future reports, summarizes the vast array of data analysis that we do at PIMCO. Please don't hesitate to ask us about the underlying data and analysis. If you would like to reach out, please email [email protected].

IMPORTANT NOTICE
This communication contains the current opinion of the author, but not necessarily those of PIMCO and such opinions are subject to change without notice.

All investments contain risk and may lose value.

Statements concerning financial market trends or portfolio strategies are based on current market conditions, which will fluctuate. There is no guarantee that these investment strategies will work under all market conditions or are suitable for all investors and each investor should evaluate their ability to invest for the long term, especially during periods of downturn in the market. Investors should consult their investment professional prior to making an investment decision. Outlook and strategies are subject to change without notice.

This material contains the current opinions of the manager and such opinions are subject to change without notice. This material is distributed for informational purposes only and should not be considered as investment advice or a recommendation of any particular security, strategy or investment product. Information contained herein has been obtained from sources believed to be reliable, but not guaranteed.

PIMCO as a general matter provides services to qualified institutions, financial intermediaries and institutional investors. Individual investors should contact their own financial professional to determine the most appropriate investment options for their financial situation. This is not an offer to any person in any jurisdiction where unlawful or unauthorized. | Pacific Investment Management Company LLC, 650 Newport Center Drive, Newport Beach, CA 92660 is regulated by the United States Securities and Exchange Commission. | PIMCO Europe Ltd (Company No. 2604517, 11 Baker Street, London W1U 3AH, United Kingdom) is authorised and regulated by the Financial Conduct Authority (FCA) (12 Endeavour Square, London E20 1JN) in the UK. The services provided by PIMCO Europe Ltd are not available to retail investors, who should not rely on this communication but contact their financial adviser. | PIMCO Europe GmbH (Company No. 192083, Seidlstr. 24-24a, 80335 Munich, Germany), PIMCO Europe GmbH Italian Branch (Company No. 10005170963, Corso Vittorio Emanuele II, 37/Piano 5, 20122 Milano, Italy), PIMCO Europe GmbH Irish Branch (Company No. 909462, 57B Harcourt Street Dublin D02 F721, Ireland), PIMCO Europe GmbH UK Branch (Company No. FC037712, 11 Baker Street, London W1U 3AH, UK), PIMCO Europe GmbH Spanish Branch (N.I.F. W2765338E, Paseo de la Castellana 43, Oficina 05-111, 28046 Madrid, Spain) and PIMCO Europe GmbH French Branch (Company No. 918745621 R.C.S. Paris, 50–52 Boulevard Haussmann, 75009 Paris, France) are authorised and regulated by the German Federal Financial Supervisory Authority (BaFin) (Marie- Curie-Str. 24-28, 60439 Frankfurt am Main) in Germany in accordance with Section 15 of the German Securities Institutions Act (WpIG). The Italian Branch, Irish Branch, UK Branch, Spanish Branch and French Branch are additionally supervised by: (1) Italian Branch: the Commissione Nazionale per le Società e la Borsa (CONSOB) (Giovanni Battista Martini, 3 - 00198 Rome) in accordance with Article 27 of the Italian Consolidated Financial Act; (2) Irish Branch: the Central Bank of Ireland (New Wapping Street, North Wall Quay, Dublin 1 D01 F7X3) in accordance with Regulation 43 of the European Union (Markets in Financial Instruments) Regulations 2017, as amended; (3) UK Branch: the Financial Conduct Authority (FCA) (12 Endeavour Square, London E20 1JN); (4) Spanish Branch: the Comisión Nacional del Mercado de Valores (CNMV) (Edison, 4, 28006 Madrid) in accordance with obligations stipulated in articles 168 and 203 to 224, as well as obligations contained in Tile V, Section I of the Law on the Securities Market (LSM) and in articles 111, 114 and 117 of Royal Decree 217/2008, respectively and (5) French Branch: ACPR/Banque de France (4 Place de Budapest, CS 92459, 75436 Paris Cedex 09) in accordance with Art. 35 of Directive 2014/65/EU on markets in financial instruments and under the surveillance of ACPR and AMF. The services provided by PIMCO Europe GmbH are available only to professional clients as defined in Section 67 para. 2 German Securities Trading Act (WpHG). They are not available to individual investors, who should not rely on this communication. | PIMCO (Schweiz) GmbH (registered in Switzerland, Company No. CH-020.4.038.582-2, Brandschenkestrasse 41 Zurich 8002, Switzerland). The services provided by PIMCO (Schweiz) GmbH are not available to retail investors, who should not rely on this communication but contact their financial adviser. | PIMCO Asia Pte Ltd (Registration No. 199804652K) is regulated by the Monetary Authority of Singapore as a holder of a capital markets services licence and an exempt financial adviser. The asset management services and investment products are not available to persons where provision of such services and products is unauthorised. | PIMCO Asia Limited is licensed by the Securities and Futures Commission for Types 1, 4 and 9 regulated activities under the Securities and Futures Ordinance. PIMCO Asia Limited is registered as a cross-border discretionary investment manager with the Financial Supervisory Commission of Korea (Registration No. 08-02-307). The asset management services and investment products are not available to persons where provision of such services and products is unauthorised. | PIMCO Investment Management (Shanghai) Limited Unit 3638-39, Phase II Shanghai IFC, 8 Century Avenue, Pilot Free Trade Zone, Shanghai, 200120, China (Unified social credit code: 91310115MA1K41MU72) is registered with Asset Management Association of China as Private Fund Manager (Registration No. P1071502, Type: Other) | PIMCO Australia Pty Ltd ABN 54 084 280 508, AFSL 246862. This publication has been prepared without taking into account the objectives, financial situation or needs of investors. Before making an investment decision, investors should obtain professional advice and consider whether the information contained herein is appropriate having regard to their objectives, financial situation and needs. | PIMCO Japan Ltd, Financial Instruments Business Registration Number is Director of Kanto Local Finance Bureau (Financial Instruments Firm) No. 382. PIMCO Japan Ltd is a member of Japan Investment Advisers Association, The Investment Trusts Association, Japan and Type II Financial Instruments Firms Association. All investments contain risk. There is no guarantee that the principal amount of the investment will be preserved, or that a certain return will be realized; the investment could suffer a loss. All profits and losses incur to the investor. The amounts, maximum amounts and calculation methodologies of each type of fee and expense and their total amounts will vary depending on the investment strategy, the status of investment performance, period of management and outstanding balance of assets and thus such fees and expenses cannot be set forth herein. | PIMCO Taiwan Limited is an independently operated and managed company. The reference number of business license of the company approved by the competent authority is (110) Jin Guan Tou Gu Xin Zi No. 020 . The registered address of the company is 40F., No.68, Sec. 5, Zhongxiao East Rd., Xinyi District, Taipei City 110, Taiwan (R.O.C.), and the telephone number is +886 2 8729-5500. | PIMCO Canada Corp. (199 Bay Street, Suite 2050, Commerce Court Station, P.O. Box 363, Toronto, ON, M5L 1G2) services and products may only be available in certain provinces or territories of Canada and only through dealers authorized for that purpose. | PIMCO Latin America Av. Brigadeiro Faria Lima 3477, Torre A, 5° andar São Paulo, Brazil 04538-133. | No part of this publication may be reproduced in any form, or referred to in any other publication, without express written permission. PIMCO is a trademark of Allianz Asset Management of America LLC in the United States and throughout the world. ©2023, PIMCO.