A random sample study was conducted on 13,270 Texas and 4,681 Dallas residents. It was found that the proportion of residents who reported insufficient rest or sleep during each of the preceding 31 days is 7.0% in Texas and 6.8% in Dallas.

Conduct a hypothesis test to determine if the provided data is strong evidence for the rate of sleep deprivation is different for the two states given = 0.05. Calculate the test statistics, and p-value and provide a conclusion to support your observation.