RT Journal Article SR Electronic T1 Scenario-Driven Adaptation to Emergent Risks JF The Journal of Portfolio Management FD Institutional Investor Journals SP jpm.2022.1.419 DO 10.3905/jpm.2022.1.419 A1 Julian N. Abdey A1 Jared S. Franz A1 Wesley K. Phoa YR 2022 UL https://pm-research.com/content/early/2022/09/07/jpm.2022.1.419.abstract AB In order to be resilient to unmodeled risks, an investment management process needs to incorporate a discipline of continuous scenario analysis. The authors describe the essential elements of such a discipline: key organizational and operating principles, the scenario building process, quantitative specification of scenarios, and application to portfolio management. They illustrate with several recent case studies: the COVID-19 pandemic, the 2021–2022 surge in global inflation, and the 2022 Russian invasion of Ukraine. They also list some potential pitfalls of scenario analysis.