As a result, they have failed to measure the impact of each rating independently. To solve this recurrent problem, the study attempts to provide another method of quantifying the star variable whereby one can accurately measure the star rating and capture the impact of each rating independently by creating “one less dummy variable than there are alternatives”. It is hoped that this will inspire further research and analysis.