“…Options are argued to encourage risk-taking as their convex payoffs reward upside outcomes while having less or no downside effects. Prior research shows a significantly positive relation between Vega, the sensitivity of CEO wealth to stock return volatility, and measures of firm risk (e.g., Guay, 1999 ; Coles et al, 2006 ; Armstrong and Vashishtha, 2012 ; Chen et al, 2014 ) and suggest that Vega is an effective tool for firms to encourage their executives to take risks. The literature finds a causal relation by studying exogenous shocks to Vega (e.g., Chava and Purnanandam, 2010 ; Gormley et al, 2013 ; Bakke et al, 2016 ; Shue and Townsend, 2017 ).…”