Frithjof Pils uses multiple statistical techniques to examine the true nature of the relationships between diversification strategies and accounting-based, market-based, and growth-based performance. The author shows implications for the interpretation of past research, the design of future research including the use of meta-analysis methodologies, as well as management practice.