Table 1.

Comparison of trait prediction results based on different brain connectomes.

Model Response	Index	Local structural connectome (correlation)	Functional connectome (correlation)	Global structural connectome (correlation)	P-value
Total household income	1	−0.0029	0.1279	0.1342	0.0510
Years of education completed	2	0.0729	0.0619	0.1536	0.0257*
Picture Sequence Memory Test	3	0.0977	0.1066	0.0671	0.3306
Card Sort Test	4	−0.0299	0.0591	0.0522	0.4493
Inhibitory Control and Attention Test	5	−0.0001	0.1120	0.0931	0.1760
Penn Progressive Matrices: Number of correct responses	6	0.0849	0.2400	0.2411	0.0004**
Penn Progressive Matrices: Total skipped items	7	0.0733	0.1976	0.2106	0.0021**
Penn Progressive Matrices: Median reaction time for correct responses	8	0.0086	0.1125	0.1218	0.0769
Oral Reading Recognition Test	9	0.0008	0.2393	0.3020	<0.0001**
Picture Vocabulary Test	10	0.0481	0.2091	0.2622	<0.0001**
Processing Speed Test	11	−0.0569	0.0891	0.0552	0.423
Delay Discounting: Area under the curve for discounting of 200	12	0.0275	0.0808	0.1483	0.0309*
Delay Discounting: Area under the curve for discounting of 4000	13	0.0802	0.2268	0.0911	0.1864
Line Orientation: Total number correct	14	0.0951	0.1254	0.2536	0.0002**
Line Orientation: Median reaction time divided by expected number of clicks for correct	15	−0.0572	0.0243	0.0974	0.1578
Line Orientation: Total positions off for all trials	16	0.0014	0.2191	0.2248	0.0010**
Memory Test: Total number of correct responses	17	0.0474	0.0273	0.1034	0.1335
Memory Test: Median reaction time for correct responses	18	−0.0391	0.0473	0.0404	0.5589
List Sorting Working Memory Test	19	0.0793	0.1121	0.0939	0.1723
Body mass index	20	0.2736	0.2770	0.1933	0.0047**
Sleep Quality Index	21	−0.0314	0.0747	0.0455	0.5092