Currently I am conducting a study to compare between two groups of students about their diabetes knowledge. I used a scale consists of 40 items that classified into eight factors. These eight factors, encompassing diabetes general knowledge (8 items), diabetes risk factor (3 items), diabetes symptoms (3 items), diabetes diagnosis (4 items), diabetes treatment (10 items), diabetes complications (0-4 items), and diabetes diet and exercise (5 items). The response options were yes, no or I do not know. The respondents were awarded one point for each correct response and zero for each wrong and I do not know answers because they were considered wrong answers. 

I can calculate the percentages for the correct answers for each  item but I found difficulty calculating such measures for the sub-scales.  

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