In: Statistics and Probability
Gloucester Township Department of Public Works, in an effort to encourage use of its public parks during the summer months, began a campaign to encourage vacationers to use the parks. Studies for the past five years indicate that only one-fourth of all vacationers use the park for three days or more per week. A survey conducted after the new campaign was initiated reveals that 55 of 200 vacationers use the parks three or more days per week. At α = .05, does this support the campaign’s effectiveness?
H0: P = 0.25
H1: P > 0.25
= 55/200 = 0.275
The test statistic z = ( - P)/sqrt(P(1 - P)/n)
= (0.275 - 0.25)/sqrt(0.25 * (1 - 0.25)/200)
= 0.82
P-value = P(Z > 0.82)
= 1 - P(Z < 0.82)
= 1 - 0.7939
= 0.2061
Since the P-value is greater than the significance level(0.2061 > 0.05), so we should not reject H0.
So at 5% significance level there is sufficient evidence to conclude that this support the campaign's effectiveness.