Towards a Web-Based Decision Support Tool for Selecting Appropriate Statistical Test in Medical and Biological Sciences


SUNER KARAKÜLAH A., KARAKÜLAH G., DİCLE O.

25th European Medical Informatics Conference (MIE), İstanbul, Türkiye, 31 Ağustos - 03 Eylül 2014, cilt.205, ss.48-52 identifier identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 205
  • Doi Numarası: 10.3233/978-1-61499-432-9-48
  • Basıldığı Şehir: İstanbul
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.48-52
  • Anahtar Kelimeler: Statistical hypotesis testing, decision making, decision support, biostatistics, CHOOSE, ERRORS
  • Dokuz Eylül Üniversitesi Adresli: Evet

Özet

Statistical hypothesis testing is an essential component of biological and medical studies for making inferences and estimations from the collected data in the study; however, the misuse of statistical tests is widely common. In order to prevent possible errors in convenient statistical test selection, it is currently possible to consult available test selection algorithms developed for various purposes. However, the lack of an algorithm presenting the most common statistical tests used in biomedical research in a single flowchart causes several problems such as shifting users among the algorithms, poor decision support in test selection and lack of satisfaction of potential users. Herein, we demonstrated a unified flowchart; covers mostly used statistical tests in biomedical domain, to provide decision aid to non-statistician users while choosing the appropriate statistical test for testing their hypothesis. We also discuss some of the findings while we are integrating the flowcharts into each other to develop a single but more comprehensive decision algorithm.