The following article attempts to analyze and compare the research design, methods and quantitative analysis used by two different articles. It attempts to review the advantages and challenges of the methods used to collect and analyze data. Article Introduction Ghoreishi FS, Zahirrodine, AR, Assarian, F., Gholam, S., Moosavi, A. and Mahrizi, MZZ (2014 ). Assessment of emotional intelligence and job satisfaction among employees of Kashan Hospital. The main objective of this research paper was to evaluate the degree of relationship between emotional intelligence and job satisfaction of employees in three hospitals in Kashan in 2011. In accordance with its objective, the article analyzes the relationship between different subscales of emotional intelligence (EI) like general mood, coping with pressure, compatibility, interpersonal and intrapersonal relationships with the level of job satisfaction of hospitals (Ghoreishi, FS et al., 2014 ).It examines the relationship between emotional intelligence and job satisfaction with demographic factors such as age, gender, annual income and employment status. Along with this, he has listed numerous researches done that both support and contradict his research findings. Mostafai, A., Afshinfar, J. and Aminpoor, H. A comparison between stress and job satisfaction among nurses and employees. Annals of Biological Research, 2012, 3(6):2888-2892. The research question for this article was whether or not there was a relationship between stress and job satisfaction from the perspectives of nurses and employees. In line with his research objective, he established the relationship between stress, job satisfaction and demographic factors such as sex/gender as well as relationships... middle of article......Statistics using SPSS, Sage Publications, Inc. ISBN-10: 1412945305. Ghoreishi, FS, Zahirrodine, AR, Assarian, F., Gholam, S., Moosavi, A. and Mahrizi, MZZ (2014). Assessment of emotional intelligence and job satisfaction among employees of Kashan Hospital. Mostafai, A., Afshinfar, J. and Aminpoor, H. A comparison between stress and job satisfaction among nurses and employees. Annals of Biological Research, 2012, 3(6):2888-2892. Rothman, K.J., Greenland, S., & Lash, T.L. (2008). Case-control studies, Encyclopedia of Quantitative Risk Analysis and Assessment. Weisstein, Eric W. Fisher Exact Test. From Math World - A Wolfram Web Resource. http://mathworld.wolfram.com/FishersExactTest.html, retrieved 05/02/2014. Bruin, J. 2006. newtest: command to calculate a new test. UCLA: Statistical Consulting Group. http://www.ats.ucla.edu/stat/stata/ado/analysis/. Recovered 5/3/2014.