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The result in comparing all combinations of elements suggested that our model including all elements was the most fitting model to the dataset. In addition, the model could detect longer duration of nurse call difference existence than the other models. These results indicated that our proposed model based on Bayesian statistics may contribute to analyzing nurse call dataset.There exists a need for sharing user health data, especially with institutes for research purposes, in a secure fashion. This is especially true in the case of a syst