JOURNAL ARTICLE

Applying the Appraisal Ratio and Style Analysis to Total Portfolio Management.

  • Published In: Journal of Portfolio Management, 2026, v. 52, n. 6. P. 74 1 of 3

  • Database: Business Source Ultimate 2 of 3

  • Authored By: Cavaglia, Stefano; Han, Zonglin; Seshadri, Ananth 3 of 3

Abstract

The total portfolio approach (TPA) provides a holistic view of plan assets and strategies that benchmark investment decisions to a reference portfolio. It is generally supported by changes in the plan's governance structure leading to a departure from the decentralized investment management model. We provide and illustrate analytical tools supporting TPA decision. We present and review the appraisal ratio (AR) that provides a measure of the maximum Sharpe ratio improvement from the inclusion of an asset to the reference portfolio. Using the AR, we demonstrate the benefit of private equity (proxied by State Street's PE benchmark) to reference portfolios representing alternative allocations to equity–bond portfolios. We complement this historical analysis by developing style factor models to private equity that support projections of future expected returns. These are used to demonstrate the expected mean–variance enhancements to an equity–bond efficient frontier. Our work can be applied to other asset classes and can be generalized to multi-asset, multistrategy TPA capital allocations. [ABSTRACT FROM AUTHOR]

Additional Information

  • Source:Journal of Portfolio Management. 2026/04, Vol. 52, Issue 6, p74
  • Document Type:Article
  • Subject Area:Business and Management
  • Publication Date:2026
  • ISSN:0095-4918
  • DOI:10.3905/jpm.2026.1.824
  • Accession Number:193016483
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