Mazzucato is brilliant and well worth reading but I'm clear why share buy-backs are any different than dividends from the point of view of balancing shareholder

Mazzucato is brilliant and well worth reading but I'm clear why share buy-backs are any different than dividends from the point of view of balancing shareholder rewards vs reinvestment. The difference is in taxability but that is a separate question.