The above findings provide interesting insights to how to improve operation efficiency according to website quality and profitability. However, there are also some limitations in this study. First, the total inputs of operations cost, assets and employee can be shared with the two sub-stages. Secondly, the sample is very small due to the nature of emerging industry. The above limitations can be further solved by the data and methods improvement in the future works.