Assignment on Gym Users

Question: Describe about the Gym Chain. Answer: Introduction: The administration of the one of biggest chain of the gym wants to study the numerical information or data corresponding to its users. For this purpose, the Gym Chain wants to analyse the data for the study of the different factors regarding the gym users. By using this data analysis, it will be helpful for the proper management and improvement for increasing the business for the Gym Chain. Also, Gym chain can use these estimates for launching new promotional offers and scheduling the proper time management. Also, it will helpful in taking decisions regarding the different issues in the gym regarding the gym users. It is important to study the different issues for increment of the business. The research study in detail explained in the next topics. Research objectives: It is very important to establish the research objectives for any type of the research study or project because it provides the proper guidelines for carrying out the research process. In this topic we have to discuss the research objectives for the study regarding the data related to the gym users of the biggest gym chain. We want to study the descriptive statistics for the variables included in the data set regarding the gym users. We want to check whether there is any significant relationship or the linear association exists between the different variables or not. Also, we want to check some hypothesis or the claims regarding the different variables under study. We have to check whether the age for the respondents from three countries is same or not. Also, we have to check whether the variables included in the data set are independent of each others or not. Literature Review: Most of the people use the gym for keeping the physical fitness. The business of the gym in the developed country is increasing since last two decades. Due to the tremendous changes in the lifestyles, the need of use of gym becomes necessary for maintaining the body fitness and health. The gym membership is increasing since last two decades and most of the people turns towards the gym for their regular exercise due availability of the different facilities within the gym. The industry of gym, health and fitness club is increasing rapidly. There are so much statistics is available for the gym users within different countries. It was observed that the proportion of the gym users is still very less and it is important to increase the proportion of gym users. Also, some government agencies also work for the health and fitness for the people in the country. Let us see the study of gym users in detail given as below: Research methodology: For this research study, we have to use the different statistical tools and techniques. We have to use the descriptive statistics for getting the general idea about the different variables included in the data set related to the gym users. Also, we have to see some graphical analysis for easy understanding the different facts about the given variables. In this graphical analysis we have to see the bar diagrams and histograms for checking the nature of the data. Also, we have to see the frequency distributions for the different variables under study. It is important to find the correlation between the different pairs of the variables included in the data set regarding gym users. By finding the correlation coefficients we get the extent of amount of linear relationship exists between the two variables. Also, we want to find out the cross tabulations for the variables under study and then by using this cross tabulation we have to use the chi square test for the independence of the varia bles under study. For the purpose of comparing the significant difference between the two population means, we have to use the two sample t test for the population means. For checking the significant difference between more than two variables, we have to use the one way analysis of variance. References: Moses, Lincoln E. (1986) Think and Explain with Statistics, Addison-Wesley Hays, William Lee, (1973) Statistics for the Social Sciences, Holt, Rinehart and Winston Rubin, Donald B.; Little, Roderick J. A.,Statistical analysis with missing data, New York: Wiley 2002 Mosteller, F., Tukey, J. W. (1977). Data analysis and regression. Boston: Addison-Wesley. Mann, Prem S. (1995). Introductory Statistics (2nd ed.). Wiley. Babbie, Earl R. (2009). The Practice of Social Research (12th ed.). Wadsworth. Nick, Todd G. (2007). "Descriptive Statistics". Topics in Biostatistics.New York: Springer.