@Dimitri: I tried to enter it as numeric and still got the same outcome. I still wonder if there is any way to get the same result from both programs. @David, Bert: Yes, I found that the gender coefficient is R is exactly twice that of the one from SPSS. Need to study on parametrization. Thanks,
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