In the past twenty years ,there is a large group of studies on effect sizes in quantitative data analysis .This paper provides a comprehensive review of international and domestic literature on effect sizes within this period ,including the significance of effect sizes ,the classification ,computation ,and interpretation of effect sizes ,the reporting and interpreting practices of effect sizes ,and related domestic studies .Areas worth further investigation are discussed and suggestions are put forward to improve effect size reporting practice .