3.-12 General K. is concerned about sexually transmitted disease (STD) among the troops. In random inspection of 100 soldiers, 31 were found to have a veneral disease. To reduce the incidence, soldiers were shown an educational film on preventing STDs. In a second inspection of 200 soldiers, 43 had STDs. Calculate the following statistics. Soldiers with STDs What What What What What is is is is is the the the the the 1st Inspection Sample proportion (mean) 31 Standard deviation Standard error of the proportion estimate Overall standard error t-score 2nd Inspection 43 What do these statistics suggest? Solution: Let ‘x1’ denote the number of soldiers having veneral disease. Let ‘x2’ denote the number of soldiers having veneral disease after the film was shown X1 = 31 N1 = 100 X2 = 43 N2 = 200 SAMPLE PROPORTION: P1 = proportion of soldiers having disease before seeing film = 31 /100 = 0.31 P2 = proportion of soldiers having disease after seeing film = 43 /200 = 0.215 STANDARD DEVIATION : p1(1-p1)/n1 for x1 p2(1-p2)/n2 for x2 For x1: 0.31*0.69 /100 = 0.046 For x2: 0.215*0.785/200 = 0.029 PORPORTION ESTIMATE: P = (n1p1+n2p2)/ (n1+n2) P = (100*0.31 + 200 *0.215)/ (100+200) P = 0.247 Q = 1-P = 1-0.247 = 0.753 STANDARD ERROR OF THE PROPORTION ESTIMATE: SE(P) = PQ(1/N1+1/N2) = 0.247*0.753 ( 1/100 + 1/200) = 0.247*0.753 * 0.015 = 0.053 OVERALL STANDARD ERROR: 0.053 T SCORE: t = (p – P)/ SE (P) t = (0.31 – 0.247) / 0.053 = 1.1886 Also t = (0.215 – 0.247) / 0.053 = - 0. 6038 Proportion of soldiers after seeing the film is less than the proportion of soldiers before seeing the film.