Practice Makes Perfect: Judge Experience and Bankruptcy Outcomes

By Benjamin Charles Iverson (Brigham Young University), Joshua Madsen (University of Minnesota, Twin Cities, Carlson School of Management), Wei Wang (Queen’s School of Business), and Qiping Xu (University of Notre Dame, Department of Finance).

Prior studies document the influence of bankruptcy judges’ discretion on restructuring outcomes, yet we know little about how judicial experience affects the bankruptcy process. We study how the accumulation of job-specific human capital influences judges’ efficiency in handling large corporate bankruptcy filings, using 1,310 Chapter 11 filings by large U.S. public firms overseen by 309 unique bankruptcy judges in 75 bankruptcy courts between 1980 and 2012.

Using random assignment of judges to cases for empirical identification, we show that cases assigned to a judge with twice as much time on the bench realize a 5.5% decrease in time spent in reorganization. This reduced time in court translates into savings of approximately $2 million in legal fees alone for a typical case in our sample. Judges’ time on the bench is associated with higher probability of emergence but not higher recidivism. The combined evidence suggests that more experienced judges are overall more efficient. We also find that it takes up to four years for a new judge to become efficient and that judges who see a higher volume of business filings and a greater diversity of cases by size and industry early in their tenure become efficient faster than those who don’t. We find little evidence that judges’ general experience and personal attributes consistently affect case outcomes.

Our analyses highlight a potential benefit of allowing firms to file in courts with more experienced judges. Restricting this flexibility (e.g., through the proposed Bankruptcy Venue Reform Act of 2017) may impose a cost on firms by forcing them to file in courts with less experienced judges.

The full article is available here.

The Roundtable has previously posted on potential Bankruptcy venue reforms, including a summary of the Bankruptcy Venue Reform Act of 2018 introduced by Senators John Cornyn, R-TX, and Elizabeth Warren, D-MA. For a critique of current venue rules—and a possible solution—see Prof. Lynn LoPucki, “Venue Reform Can Save Companies.” For a defense of the current system, see the Roundtable’s summary of the Wall Street Journal’s “Examiners” Panel on venue reform.

Selling Innovation in Bankruptcy

posted in: 363 Sale, Valuation | 0

By Song Ma (Yale School of Management), (Joy) Tianjiao Tong (Duke University, Fuqua School of Business), and Wei Wang (Queen’s School of Business).

The past decades have witnessed the emergence of patent sales in corporate bankruptcies. Yet we know little about the facts and rationales of these important economic transactions.

In this working paper, we assemble a comprehensive data set of US Chapter 11 filings, USPTO patent transaction documents, and court records on assets sales from the past three decades. We document three stylized facts on patent sales in bankruptcy. First, patent sales are pervasive — more than 40% of bankrupt firms sell at least one patent, and on average they sell 18% of their patent portfolios. Second, patent transactions occur immediately after bankruptcy filing — concentrating largely within the first two quarters after filing. Third, patents are frontloaded in general asset sales in bankruptcy — firms sell a disproportionately large quantity of patents in asset sales during the early period of reorganization.

Why do firms sell patents during bankruptcy? We design a set of empirical tests to study the economic decisions behind patent sales based on the two economic views on assets reallocation in bankruptcy, namely asset restructuring and financing through asset sales. Our results show that bankrupt firms reallocate patents that are more redeployable and trade in a more liquid market . We find no evidence that they sell underexploited or underperforming patents. This pattern of selling more liquid patents holds stronger in firms with financial distress, firms undergoing poor industry conditions, and firms lacking external financing. The combined evidence lends support to the view that firms sell innovation during bankruptcy for financing purposes rather than for asset restructuring. Additionally, we find that bankrupt firms try to retain the inventors of sold patents and continue to cite sold patents after their sale. The evidence overall suggests that a firm’s imminent financing needs interact with its intent to avoid bankruptcy costs in shaping a firm’s decision to sell patents in bankruptcy.

The full paper is available here.


The Roundtable will be off for the holidays. We’ll be back early after the New Year.