The Role of Social Capital in Business Performance: An Empirical Analysis

Using data on nearly 14 million U.S. businesses and Facebook-derived social capital measures, this study applies Double Machine Learning and quantile regression to reveal that social cohesion acts as a safety net for firm survival, while economic connectedness primarily benefits top-performing firms.

January 2026 · Daman Dhaliwal