The inference procedure that should be used is a hypothesis testing.
It should be noted that hypothesis testing simply means a statistical test when an individual tests and assumption regarding a population parameter.
In this case, since the data will be used to compare the percents of students from rural backgrounds among dropouts and graduates, the hypothesis testing is appropriate. This is important to assess the plausibility of the hypothesis.
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