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. 2022 May 27;24(6):760. doi: 10.3390/e24060760

Table 4.

Results and model uncertainty of 11 different scaling models for country 10th and 90th percentiles in PISA 2009 reading.

Country 10th Percentile Country 90th Percentile
CNT N M rg SE ME MEbc ER TE M rg SE ME MEbc ER TE
AUS 14,247 379.5 5.5 2.98 1.52 1.49 0.50 3.33 646.8 11.2 3.33 3.10 3.04 0.91 4.51
AUT 6585 332.9 20.5 4.82 5.37 5.32 1.10 7.18 602.8 4.8 3.64 1.26 1.07 0.30 3.79
BEL 8500 369.0 7.7 4.09 2.15 2.08 0.51 4.59 644.7 16.8 2.78 4.24 4.24 1.52 5.07
CAN 23,200 400.8 4.9 2.40 1.42 1.41 0.59 2.78 646.7 11.9 1.92 3.00 3.00 1.56 3.56
CHE 11,801 370.5 7.5 3.68 1.83 1.77 0.48 4.09 627.7 10.9 3.36 3.11 3.09 0.92 4.56
CZE 6059 357.5 8.4 4.67 2.19 2.13 0.46 5.14 603.3 6.2 3.18 1.58 1.53 0.48 3.53
DEU 4975 366.0 7.5 4.79 1.95 1.81 0.38 5.12 624.4 9.2 2.73 2.64 2.58 0.95 3.76
DNK 5920 378.2 4.1 2.82 0.96 0.91 0.32 2.96 604.0 4.7 2.57 1.45 1.43 0.56 2.94
ESP 25,828 359.0 8.7 3.24 2.18 2.12 0.66 3.87 595.1 3.0 1.86 0.78 0.74 0.40 2.00
EST 4726 390.9 7.3 3.83 1.81 1.76 0.46 4.21 610.7 6.2 3.17 1.50 1.46 0.46 3.49
FIN 5807 419.2 10.0 2.90 2.45 2.45 0.85 3.80 653.3 21.6 2.66 5.75 5.75 2.16 6.34
FRA 4280 350.5 13.8 5.93 3.68 3.59 0.60 6.93 638.6 16.3 4.92 3.88 3.82 0.78 6.23
GBR 12,172 365.9 9.9 3.00 2.57 2.57 0.86 3.95 621.7 5.0 3.01 1.45 1.39 0.46 3.31
GRC 4966 350.5 16.2 6.24 3.51 3.29 0.53 7.05 607.5 3.6 3.06 1.03 0.97 0.32 3.21
HUN 4604 368.6 7.0 6.08 1.56 1.40 0.23 6.24 613.4 4.5 4.08 1.21 1.12 0.28 4.23
IRL 3931 370.0 9.6 5.61 2.45 2.38 0.43 6.09 619.7 5.7 2.84 1.31 1.24 0.44 3.10
ISL 3628 366.3 6.0 2.67 1.40 1.28 0.48 2.96 628.2 11.2 2.33 2.84 2.76 1.18 3.62
ITA 30,905 352.4 12.2 2.65 2.67 2.65 1.00 3.75 613.7 7.7 1.86 2.01 2.00 1.07 2.73
JPN 6082 381.0 4.8 7.46 1.17 1.01 0.14 7.52 652.9 25.9 3.39 5.73 5.67 1.68 6.60
KOR 4989 430.5 13.8 4.18 3.53 3.31 0.79 5.33 644.5 14.7 3.51 3.68 3.60 1.02 5.03
LUX 4622 328.3 24.5 2.42 6.36 6.31 2.61 6.76 609.8 5.9 1.83 1.63 1.55 0.85 2.40
NLD 4760 386.8 3.5 5.84 0.91 0.73 0.13 5.89 632.7 12.9 5.35 3.47 3.36 0.63 6.31
NOR 4660 377.1 3.5 3.47 0.85 0.77 0.22 3.55 625.7 13.7 3.28 3.45 3.45 1.05 4.76
POL 4917 381.9 5.0 3.25 1.25 1.24 0.38 3.48 620.5 12.8 3.18 3.46 3.43 1.08 4.68
PRT 6298 369.9 6.6 4.51 1.43 1.34 0.30 4.70 606.8 3.5 3.20 0.83 0.74 0.23 3.29
SWE 4565 363.1 8.8 3.97 2.19 2.13 0.54 4.51 627.6 7.9 3.60 2.13 2.06 0.57 4.15

Note. CNT = country label (see Appendix B); N = sample size; M = weighted mean across different scaling models; rg = range of estimates across models; SE = standard error (computed with balanced half sampling); ME = estimated model error (see Equation (20)); MEbc = bias-corrected estimate of model error based on balanced half sampling (see Equation (23)); ER = error ratio defined as MEbc/SE; TE = total error computed by TE=SE2+MEbc2 (see Equation (24)).