The ERP (Enterprise Resource Planning) system has been known for its ability to integrate different information system of an enterprise. Through this integration, it provides more accurate and real-time information to decision-makers and helps them make correct decision. It has been shown in the literature that ERP systems can offer many advantages to us. However, despite of the advantages, implementing ERP systems has often been a costly and time-consuming process. Implementing an ERP system is a big decision itself. In addition, many of the advantages found in the literature are proclaims by consulting companies or obtained by some rather subjective means, e.g., surveys. In this paper, we will resort to a more objective approach (i.e., a quantitative approach) to study what advantages can indeed be obtained by the implementation of ERP systems. Quantitaive data (e.g., the return on the investment) will be collected and analyzed by statistical methods. It is our hope that the results of the statistical analysis can help those companies that do not have ERP systems but are considering installing one soon determine whether having an ERP system now is a good decision. It is also our hope that our our research results can help those companies that already have ERP systems to evaluate their systems and see whether their ERP systems are performing satisfactorily or not.