Somatotype is a very important factor for the comfortable and safe work environments. Many researches are trying to find the characteristics of somatotype according to age. Thus, the main objective of this study is to analyze somatotype of male residents in Seoul. The data used in this study included 267 men subjects who are living in Seoul. In order to analyze a detailed somatotype of citizens, age groups are divided into six groups. In order to compare and analyze data, Coefficient of Variance, Cronbach's Alpha, Rohrer Index and Drop Value were used in this study. The results of this study can be applied to the comfortable and safe work environments for workers.

Recently, obesity that is increasingly becoming a major cause of various diseases and safety accidents in work places is emerging as a serious social problem. It is due to economic growth and improvement of living environments. Many researches are trying to find the root cause of obesity. Thus, the main objective of this study is to analyze obesity index of citizens in Seoul which is a metropolis of Korea and a densely populated district. The data used in this study included 179 men and 152 woman subjects who are living in Seoul. Somatotype using Rohrer Index can be classified by 3 types (thin, standard, obesity). In order to analyze a detailed somatotype of citizens, age groups are divided into 30~34, 35~39, 40~49, and 50~59 years according to gender, respectively. In order to compare and analyze data, Coefficient of Variance, Cronbach's Alpha, Rohrer Idex and Drop Value were used in this study. The results of this study can be applied to the comfortable and safe work environments for workers.

Nowadays obesity has been become a serious social issue. Many researches are trying to find the root cause of obesity. Obesity causes various kinds of disease and safety accidents in work places. Thus, the main objective of this study is to analyze obesity index of citizens in Seoul which is a metropolis of Korea and a densely populated district. In order to analyze a detailed somatotype of citizens, age groups are divided into 30-34 years, 35-39 years, 40-49 years, and 50-59 years according to gender respectively. The result of this study can be applied to the comfortable and appropriate design for workers.

The traditional control charts have a problem that a control limits are placed to depend on the accuracy of estimate of parameters. This problem caused high false alarm rate. In this paper, we review the uncertainty of control limits and propose the methods which have more reliable control limits using a coefficient of variance. Further more, we present a efficient methods that can control a different type of quality characteristics at the same time. The Weibull distribution is used to modeling the control chart. This type control chart may be useful tools in the short production runs.