data consistency, completeness and cleaning - The INCLEN Trust

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Correcting Invalid Character Values• If the lower case values were entered into thefile by mistake but the value, aside from thecase, was correct, we consider this valuecorrect and change each of these lower casevalues to upper case• For the 2 and X values, we need to identifythe location of these errors and correct it afterchecking the medical records

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Checking Missing Data• Check each of the cases with missing data(here on gender)• See whether there is information in the casethat allows that variable to be entered (e.g.the patient’s name will generally indicategender)

Page 8 and 9: Another Approach:Using Frequencies
Page 10 and 11: Checking for Invalid Character Valu
Page 14 and 15: Checking for Invalid Numeric Values
Page 16 and 17: Dates: Hospitalization…..(2)• W
Page 18: ACKNOWLEDGEMENTWe thank• Prof. Do

data consistency, completeness and cleaning - The INCLEN Trust

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