1. Introduction

2. Overview of Causal Inference

3. Statistical Underpinnings of CI

4. Extended CRISP-DM by Incorporating Causal Inference

5. Review of Papers

6. Tools and Software of Causal Inference

7. Implications for Managers and Researchers

8. Conclusions