Peter R. answered 09/27/22
Adjunct Lecturer - Math Department - Borough of Manhattan C.C.
The formula to find the minimum sample size is n = pˆqˆ(zc/E)2
pˆ is the estimated pop'n proportion of successes (0.22); qˆ is the proportion of failures (0.78)
zc = factor for 90% confidence (1.645); E is confidence interval (0.02).
n = (0.22)(0.78)(1.645/0.02)2 ≅ 1,161
If there's no prior estimate, use 0.5 for pˆ and qˆ.