Buying a Business' 50% Shareholder

I am in the process of buying a business. There are two shareholders, each owning 50% of the company. One shareholder is staying, and one is leaving. Should I recapitalize the whole company and have the other 50% shareholder reinvest in Newco or buy the 50% shareholder? What are your thoughts and opinions on this question?