Retiring shares reduces the number of shares outstanding, which can lead to an increase in earnings per share (EPS) if net income remains constant or grows. This can be viewed positively by investors as it often indicates a company's confidence in its financial health and future prospects. However, the market's reaction can also depend on the reasons behind the share repurchase and retirement, as well as overall market conditions.