This paper compares two quantitative approaches recommended for developing and supporting software process improvements, that is, the Goal-Question-Metric (GQM) technique and the Balanced Scorecard (BSc) framework. While both offer the opportunity to implement a quantitative analysis of software projects, they are often misinterpreted as either interchangeable or, on the contrary, mutually excl...