Hi, I was wondering if there should be a concern about the sample size for the control and treatment groups. I am looking at the children's health following a policy that changes parental income. I found my total sample to be 2174. When I further consider breaking the sample into mothers who are 1,345 and fathers 829. When I consider the treatment, then the sample becomes the following:
The samples are definitely not balanced. Would this be a problem since the sample size for the treated is very small? I would appreciate any thoughts
Parent | Treatment = 0 | Treatment = 1 | Total |
Father | 773 | 56 | 829 |
Mother | 1,257 | 88 | 1,345 |
Total | 2,030 | 144 | 2,174 |
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