The research suggests that pay-for-performance plans, at least to date, do not work. Even in the corporate world most research suggests that pay isn't the best motivator for performance. Yes people need to be paid market rates, but beyond that things like clear goals, accountability, training and development, recognition, creating a respectful culture this is also a performance culture do more that bonuses.