Table 5.
Method | Effect size | Standardized factor loading | Model 1 | Model 2 | Model 3 | Model 4 | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Number of indicators | Number of indicators | Number of indicators | Number of indicators | |||||||||||
2 | 3 | 4 | 2 | 3 | 4 | 2 | 3 | 4 | 2 | 3 | 4 | |||
Delta | Small | 0.4 | >10,000 | 5,010 | 3,450 | >10,000 | 7,580 | 5,340 | >10,000 | >10,000 | 7,450 | >10,000 | 8,930 | 6,000 |
0.5 | 5,060 | 2,670 | 1,990 | 6,850 | 3,890 | 3,070 | 9,510 | 5,830 | 4,320 | 7,480 | 4,580 | 3,440 | ||
0.6 | 2,840 | 1,710 | 1,350 | 3,820 | 2,450 | 2,090 | 5,310 | 3,730 | 2,930 | 4,230 | 2,840 | 2,280 | ||
0.7 | 1,770 | 1,200 | 1,060 | 2,480 | 1,780 | 1,600 | 3,460 | 2,630 | 2,220 | 2,670 | 2,000 | 1,740 | ||
Medium | 0.4 | 1,650 | 780 | 530 | 2,100 | 1,090 | 790 | 3,950 | 2,050 | 1,400 | 2,390 | 1,230 | 870 | |
0.5 | 780 | 410 | 320 | 940 | 570 | 440 | 1,730 | 990 | 720 | 1,090 | 630 | 480 | ||
0.6 | 430 | 250 | 210 | 550 | 350 | 290 | 910 | 580 | 440 | 600 | 400 | 310 | ||
0.7 | 270 | 180 | 160 | 340 | 250 | 230 | 540 | 400 | 330 | 370 | 270 | 230 | ||
Large | 0.4 | 930 | 430 | 290 | 1,240 | 600 | 400 | 3,930 | 1,800 | 1,130 | 1,190 | 580 | 390 | |
0.5 | 420 | 220 | 160 | 530 | 290 | 210 | 1,530 | 760 | 520 | 510 | 280 | 200 | ||
0.6 | 220 | 130 | 110 | 270 | 170 | 130 | 700 | 380 | 290 | 290 | 170 | 130 | ||
0.7 | 160 | 90 | 80 | 160 | 110 | 100 | 370 | 230 | 180 | 160 | 110 | 90 | ||
Bootstrap | Small | 0.4 | >10,000 | 4,140 | 2,830 | >10,000 | 6,430 | 4,450 | >10,000 | 8,580 | 5,840 | >10,000 | 8,020 | 5,320 |
0.5 | 4,960 | 2,240 | 1,650 | 6,300 | 3,360 | 2,640 | 8,150 | 4,480 | 3,280 | 6,730 | 4,000 | 2,940 | ||
0.6 | 3,070 | 1,390 | 1,120 | 3,630 | 2,120 | 1,770 | 4,660 | 2,810 | 2,230 | 3,800 | 2,470 | 2,000 | ||
0.7 | 1,880 | 960 | 850 | 2,400 | 1,520 | 1,350 | 3,040 | 2,010 | 1,680 | 2,370 | 1,730 | 1,480 | ||
Medium | 0.4 | 1,300 | 700 | 510 | 1,870 | 1,020 | 720 | 3,450 | 1,780 | 1,200 | 2,240 | 1,190 | 830 | |
0.5 | 730 | 360 | 280 | 880 | 530 | 410 | 1,500 | 850 | 600 | 1,030 | 600 | 450 | ||
0.6 | 450 | 230 | 190 | 520 | 320 | 280 | 800 | 500 | 390 | 580 | 370 | 280 | ||
0.7 | 260 | 160 | 140 | 330 | 220 | 200 | 490 | 330 | 270 | 360 | 240 | 200 | ||
Large | 0.4 | 820 | 390 | 270 | 1,220 | 570 | 400 | 4,190 | 1,910 | 1,140 | 1,190 | 590 | 400 | |
0.5 | 330 | 190 | 150 | 460 | 270 | 210 | 1,620 | 760 | 510 | 480 | 320 | 210 | ||
0.6 | 230 | 120 | 100 | 250 | 160 | 130 | 710 | 380 | 280 | 250 | 170 | 130 | ||
0.7 | 130 | 90 | 70 | 150 | 110 | 100 | 360 | 220 | 170 | 150 | 110 | 90 |
Note. Effect size: The effect size of the indirect effect(s).