The Anatomy of Distressed Debt Markets

By Edward I. Altman (New York University) & Robert Benhenni (Pole Universitaire Leonard de Vinci)

The market for investing in distressed securities, the so-called “vulture” markets, has captured the interest of increasing numbers of investors and analysts. These investors, sometimes categorized as “alternative asset” institutions, mainly hedge funds, now can convincingly argue that the market has matured into a genuine asset class, with a reasonably long history of data on return and risk attributes.

In earlier works, Professor Altman has helped to classify this market into two distinct categories: (1) “Distressed” debt, meaning bonds or loans whose yield to maturity (later amended to option-adjusted yield) was equal to or greater than 10% above the 10-year U.S. government bond rate (later amended to be the U.S. government bonds with comparable duration), and (2) “Defaulted” debt, referring to bonds or loans of firms who have defaulted on their debt obligations and were in their restructuring (usually Chapter 11) phase.

The purpose of this article is to document the descriptive anatomy of the distressed debt markets size, growth, major strategies, characteristics, and participants, and then to explore its performance attributes, reviewing the relevant 30-year period from 1987-2017.  The article notes a number of unique aspects which make this asset class attractive, especially to hedge fund managers who can move in and out of the securities depending upon the credit cycle.

The article is available here.

Revisiting the Recidivism-Chapter 22 Phenomenon in the U.S. Bankruptcy System

Author: Edward I. Altman, NYU Stern School of Business

Altman bio picThis study finds that about 15% of all debtors, who emerge as continuing entities from reorganization under Chapter 11 bankruptcy, or are acquired as part of the bankruptcy process, ultimately file for bankruptcy protection again. This recidivism rate spikes to 18.25% when considering only those firms which emerge as a continuing, independent entity. This highlights what appears to be a significant recidivism problem of our Chapter 11 system.

This article argues that the so-called “Chapter 22” issue should not be dismissed by the bankruptcy community as acceptable just because no interested party objected to the plan of reorganization during the confirmation hearing. Indeed, by applying the Z-Score model to large samples of Chapter 11 and Chapters 22, 33, and 44 firms, highly different and significant expected survival profiles are shown at the time of emergence. The bond-rating-equivalent of the multi-filing sample was CCC versus a BB-profile for the single-filing Chapter 11 sample. I believe that credible distress prediction techniques can be important indicators of the future success of firms emerging from bankruptcy and could even be used by the bankruptcy court in assessing the feasibility of the plan of reorganization – a responsibility that is embedded in the Bankruptcy Code.

The full article is available here.