Communicating Performance: Textual and Financial Disclosures in Private Equity (National Bureau of Economic Research)

Summary

• Private capital fund managers possess substantial information about portfolio company quality early on, communicating narrative sentiment that predicts ultimate firm performance in the first three years.p.2
• In years 0 to 2 of an investment, a one standard deviation increase in sentiment is associated with an increase of 3 to 4 percentage points in final annualized returns relative to a sample mean of 7 percent.p.7
• The research dataset covers 7,271 observations spanning 3,313 portfolio companies across 536 funds between 2015 and 2020.p.35
• Venture capital deals represent a 0.14 ratio of sample observations, while the remaining majority consists of buyout transactions.p.35

Key insights

1. Private capital general partners possess significant private information regarding portfolio company prospects within the first three years after an initial investment.p.2
2. General partners intentionally maintain conservative early interim valuations due to institutional fee structures and the asymmetric contractual costs of overstating values.p.5
3. Subsequent external financing rounds provide market-validated pricing benchmarks that significantly reduce the predictive information content of narrative report sentiment.p.8
4. Both positive and negative sentiment in general partner text convey predictive information regarding ultimate investment returns in early project stages.p.7
5. Early qualitative reporting focused on cash flow and business model topics correlates with superior ultimate company performance, whereas focus on capital structure predicts poorer performance.p.7
6. Early textual sentiment directly predicts future quantitative interim valuation adjustments, demonstrating that qualitative narrative disclosures are gradually absorbed into financial marks.p.19
7. Narrative sentiment is slightly more predictive of final outcomes for larger general partners, suggesting higher quality early assessments among larger fund managers.p.21