Table 1 Open in new tab Non-ignorable... | Oxford Academic

Table 1

Open in new tab

Non-ignorable bias for sex, ethnicity, age and race, by model

Variable G	Results for the following models:					True prevalence
	Model 0	Model 1	Model 2	Model 3	GEM
Sex
Male	−1.05	−0.17	−0.69	−0.75	−1.11	48.2
Ethnicity
Hispanic	0.52	2.19	0.90	0.74	0.29	13.8
Age (years)
12–17	2.73	2.51	2.64	2.68	0.94	10.4
18–25	2.44	3.76	2.60	2.64	1.09	13.2
26–34	0.14	−0.02	0.29	0.23	0.25	14.2
35–49	−1.05	−1.35	−0.87	−0.93	0.10	26.2
≥ 50	−4.26	−4.91	−4.65	−4.62	−2.39	35.9
Race
American Indian	0.21	0.24	0.27	0.23	0.02	0.9
Asian	−1.54	−0.95	−1.47	−1.49	−1.04	4.7
Black	1.21	1.08	1.22	1.21	0.36	11.8
White	−0.02	−1.12	−0.23	−0.14	0.52	81.3
Multiple race	0.15	0.76	0.23	0.20	0.14	1.3
Avg \|Bias\| Rank	3.1	3.8	4.3	3.7	2.9

Variable G	Results for the following models:					True prevalence
	Model 0	Model 1	Model 2	Model 3	GEM
Sex
Male	−1.05	−0.17	−0.69	−0.75	−1.11	48.2
Ethnicity
Hispanic	0.52	2.19	0.90	0.74	0.29	13.8
Age (years)
12–17	2.73	2.51	2.64	2.68	0.94	10.4
18–25	2.44	3.76	2.60	2.64	1.09	13.2
26–34	0.14	−0.02	0.29	0.23	0.25	14.2
35–49	−1.05	−1.35	−0.87	−0.93	0.10	26.2
≥ 50	−4.26	−4.91	−4.65	−4.62	−2.39	35.9
Race
American Indian	0.21	0.24	0.27	0.23	0.02	0.9
Asian	−1.54	−0.95	−1.47	−1.49	−1.04	4.7
Black	1.21	1.08	1.22	1.21	0.36	11.8
White	−0.02	−1.12	−0.23	−0.14	0.52	81.3
Multiple race	0.15	0.76	0.23	0.20	0.14	1.3
Avg \|Bias\| Rank	3.1	3.8	4.3	3.7	2.9

Table 1

Open in new tab

Non-ignorable bias for sex, ethnicity, age and race, by model

Variable G	Results for the following models:					True prevalence
	Model 0	Model 1	Model 2	Model 3	GEM
Sex
Male	−1.05	−0.17	−0.69	−0.75	−1.11	48.2
Ethnicity
Hispanic	0.52	2.19	0.90	0.74	0.29	13.8
Age (years)
12–17	2.73	2.51	2.64	2.68	0.94	10.4
18–25	2.44	3.76	2.60	2.64	1.09	13.2
26–34	0.14	−0.02	0.29	0.23	0.25	14.2
35–49	−1.05	−1.35	−0.87	−0.93	0.10	26.2
≥ 50	−4.26	−4.91	−4.65	−4.62	−2.39	35.9
Race
American Indian	0.21	0.24	0.27	0.23	0.02	0.9
Asian	−1.54	−0.95	−1.47	−1.49	−1.04	4.7
Black	1.21	1.08	1.22	1.21	0.36	11.8
White	−0.02	−1.12	−0.23	−0.14	0.52	81.3
Multiple race	0.15	0.76	0.23	0.20	0.14	1.3
Avg \|Bias\| Rank	3.1	3.8	4.3	3.7	2.9

Variable G	Results for the following models:					True prevalence
	Model 0	Model 1	Model 2	Model 3	GEM
Sex
Male	−1.05	−0.17	−0.69	−0.75	−1.11	48.2
Ethnicity
Hispanic	0.52	2.19	0.90	0.74	0.29	13.8
Age (years)
12–17	2.73	2.51	2.64	2.68	0.94	10.4
18–25	2.44	3.76	2.60	2.64	1.09	13.2
26–34	0.14	−0.02	0.29	0.23	0.25	14.2
35–49	−1.05	−1.35	−0.87	−0.93	0.10	26.2
≥ 50	−4.26	−4.91	−4.65	−4.62	−2.39	35.9
Race
American Indian	0.21	0.24	0.27	0.23	0.02	0.9
Asian	−1.54	−0.95	−1.47	−1.49	−1.04	4.7
Black	1.21	1.08	1.22	1.21	0.36	11.8
White	−0.02	−1.12	−0.23	−0.14	0.52	81.3
Multiple race	0.15	0.76	0.23	0.20	0.14	1.3
Avg \|Bias\| Rank	3.1	3.8	4.3	3.7	2.9