Question

*Repeated Measures Analysis of Variance*
Examining differences between groups on one or more variables / same participants being tested more than once / with more than two groups.

What test and method would be used to examine the difference between male and female users considering the different variable (Pain Reliever, Sedative, Tranquilizer & Stimulant)

Create a graph illustration.

Describe the Graph.

TABLE 1.22A, Misuse separated by age and 2016, 2017
Age	Misuse_2016	Misuse_2017
12	66	55
13	90	105
14	160	127
15	253	234
16	322	295
17	426	415
18	537	466
19	631	503
20	692	671
21	700	661
22	659	728
23	581	660
24	648	681
25	577	585
AGE	PR2016	PR2017	TR2016	TR2017	STIM2016	STIM2017	SED2016	SED2017
12	49	40	12	6	6	7	5	74
13	78	78	8	23	11	23	8	55
14	111	84	37	48	47	38	15	15
15	192	152	92	69	74	83	19	12
16	196	188	122	132	96	98	25	18
17	255	226	162	181	193	202	28	18
18	259	233	232	184	254	229	21	17
19	272	236	271	209	313	259	40	25
20	303	304	255	252	431	352	22	14
21	341	317	226	228	376	397	42	35
22	301	353	221	282	355	407	16	22
23	281	334	234	245	284	323	37	18
24	369	365	214	278	302	316	43	44
25	327	318	193	202	263	264	34	25
Misuse of Prescription Drugs, Gender, Age
Table 1.53A PAIN RELIEVERS (DEMOGRAPHICS)
Gender	12-17(16)	12-17(17)	18-25(16)	18-25(17)	Total
Male	413	342	1328	1263	3,346
Female	469	425	1126	1197	3217
Table 1.57A TRANQUILIZERS (DEMOGRAPHICS)
Gender	12-17(16)	12-17(17)	18-25(16)	18-25(17)	Total
Male	203	227	914	1004	2,348
Female	231	231	930	877	2269
Table 1.60A STIMULANTS (DEMOGRAPHICS)
Gender	12-17(16)	12-17(17)	18-25(16)	18-25(17)	Total
Male	243	238	1377	1474	3,332
Female	184	214	1201	1071	2670
Table 1.63A SEDATIVES (DEMOGRAPHICS)
Gender	12-17(16)	12-17(17)	18-25(16)	18-25(17)	Total
Male	39	41	114	105	299
Female	61	32	141	94	328

Answer 1

STIMULANTS method is better to segrate male and female because the difference in differenet situations giving the correct values.

just observe the following tables

Table 1.53A PAIN RELIEVERS (DEMOGRAPHICS)
Gender	12-17(16)	12-17(17)	18-25(16)	18-25(17)	Total
Male	413	342	1328	1263	3,346					16	3336
Female	469	425	1126	1197	3217					17	3227
	882	767	2454	2460	6563
Table 1.57A TRANQUILIZERS (DEMOGRAPHICS)
Gender	12-17(16)	12-17(17)	18-25(16)	18-25(17)	Total					16	2278
Male	203	227	914	1004	2,348					17	2339
Female	231	231	930	877	2269
	434	458	1844	1881	4617
Table 1.60A STIMULANTS (DEMOGRAPHICS)
Gender	12-17(16)	12-17(17)	18-25(16)	18-25(17)	Total					16	3005
Male	243	238	1377	1474	3,332					17	2997
Female	184	214	1201	1071	2670
	427	452	2578	2545	6002
Table 1.63A SEDATIVES (DEMOGRAPHICS)
Gender	12-17(16)	12-17(17)	18-25(16)	18-25(17)	Total					16	355
Male	39	41	114	105	299					17	272
Female	61	32	141	94	328
	100	73	255	199	627
										t16	8974
										t17	8835

A	B	C	D	E	F	G	H	I
AGE	PR2016	PR2017	TR2016	TR2017	STIM2016	STIM2017	SED2016	SED2017
12	49	40	12	6	6	7	5	74
13	78	78	8	23	11	23	8	55
14	111	84	37	48	47	38	15	15
15	192	152	92	69	74	83	19	12
16	196	188	122	132	96	98	25	18		16	8973
17	255	226	162	181	193	202	28	18		17	8957
18	259	233	232	184	254	229	21	17
19	272	236	271	209	313	259	40	25
20	303	304	255	252	431	352	22	14
21	341	317	226	228	376	397	42	35		16	-31
22	301	353	221	282	355	407	16	22		17	122
23	281	334	234	245	284	323	37	18
24	369	365	214	278	302	316	43	44
25	327	318	193	202	263	264	34	25
	3334	3228	2279	2339	3005	2998	355	392
totals	3366	3227	2278	2339	3005	2997	355	272
diff=c16-c18	-32	1	1	0	0	1	0	120