A Statistical Analysis on the Visits to EMU Health Center by the Students

Abstract

There are different statistical techniques in estimating and predicting future events or outcome given a set of independent factors influencing such an event. Regression analysis is one of the modern statistical tools used for such purpose. Knowing the outcome of an event given a set of independent variable will help make proper decisions regarding the scenario. Here, regression analysis was used to predict the number of visitors visiting some key department of the Eastern Mediterranean University Health Center. This will help the school management to know the area where the health center is shorting man power and to also carry out a research or study on the reason why visitors are faced with such illness relating to the department they visit often. A solution has been detected and discussed to help in the prediction of the number of visitors visiting some key department of the school health center. A regression analysis has been carried out on the data set of the visitors who visited the health center in the past 22 months (January, 2014 to October, 2015) this involves the number of visitors in each month and the department they visited. This is done by the use of statistical software called SPSS. It is use for regression, and prediction measure especially when one is dealing with large numbers. Keywords: Estimating, Department, Health Center, Predicting, Regression Analysis, SPSS, Statistical TechniquesÖZ: Gerçek hayat olaylarında (uygulamalarında) bilinmeyen (var olmayan) parametre değerlerini kestirimini yapabilmek için istatiksel metodlardan Regresyon analizi önemli bir rol oynamaktadır.Bağımsız parametre değeri kullanılarak bilinmeyen değer bulunan regresyon fonksiyonu yardımıyla bulunabilmektedir. Yapılan bu çalışmada DAÜ Sağlık merkezine başvuran hastaların hangi ünite(branş) üzerinde yoğunlaştıkları Eregrasyon analizi yardımıyla modellenerek gelecek aylarda beklenen ziyaretçi sayıları kestirilmesiyle çalışılmıştır. Yapılan kestirimlerde üniversitesinin yoğunluk yaşayacağı söylenebilir. Anahtar kelimeler : Bağımsız değişken , Bağımlı değişken , Kestirme, Öngörme ,regresyon analizi ,SPSS