An IERI – International Educational Research Institute Journal
Model | Model 1 | Model 2 | Model 3 | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Model explanation | Random intercept and fixed slope model | Random intercept and fixed slope model with control variables | Random intercept and slope model with control variables | |||||||||||
Intercept | Hunger | Intercept | Hunger | Student SES | Class SES | Teacher experience | Teacher education | Intercept | Hunger | Student SES | Class SES | Teacher experience | Teacher education | |
Australia | 544.99* (4.50) | − 11.68* (1.29) | 548.39* (3.57) | − 9.64* (1.25) | 6.90* (0.84) | 68.18* (3.48) | 0.08 (0.22) | − 1.08 (5.11) | 549.32* (3.59) | − 10.10* (1.24) | 6.93* (0.84) | 68.36* (3.48) | 0.07 (0.21) | − 1.20 (5.10) |
Bahrain | 509.01* (5.26) | − 12.14* (1.93) | 505.35* (4.83) | − 11.17* (1.90) | 5.31* (1.40) | 22.61* (3.95) | − 0.41 (0.30) | 0.82 (3.14) | 505.33* (4.82) | − 11.16* (1.88) | 5.30* (1.39) | 22.65* (3.95) | − 0.40 (0.29) | 0.80 (3.14) |
Chile | 476.46* (6.72) | − 9.58* (1.65) | 472.65* (5.00) | − 8.76* (1.70) | 7.31* (1.11) | 52.67* (2.84) | 0.15 (0.20) | 11.70 (7.06) | 473.08* (5.0) | − 8.93* (1.69) | 7.33* (1.10) | 52.63* (2.86) | 0.15 (0.19) | 11.10 (7.03) |
Chinese Taipei | 590.21* (10.39) | 3.57 (3.95) | 607.70* (8.28) | 0.73 (3.21) | 16.78* (1.18) | 47.97* (4.02) | 0.61 (0.47) | − 5.86 (6.49) | 607.70* (8.28) | 0.73 (3.20) | 16.78* (1.18) | 47.98* (4.02) | 0.61 (0.47) | − 5.87 (6.09) |
Cyprus | 533.60* (5.97) | − 14.12* (2.65) | 526.71* (5.05) | − 10.65* (2.53) | 17.72* (1.50) | 52.14* (3.77) | 0.48 (0.35) | 8.37 (4.45) | 526.60* (5.06) | − 10.60* (2.51) | 17.68* (1.48) | 52.22* (3.78) | 0.46 (0.33) | 8.40 (4.38) |
Egypt | 432.66* (7.46) | − 6.31* (2.29) | 434.71* (7.60) | − 7.21* (2.32) | 5.88* (0.87) | 36.03* (9.67) | 0.37 (0.42) | 2.08 (5.00) | 434.05* (7.20) | − 6.97* (2.16) | 5.91* (0.87) | 38.24* (8.46) | 0.34 (0.40) | 1.58 (4.90) |
England | 553.13* (9.82) | − 16.33* (3.06) | 543.41* (6.63) | − 11.85* (2.19) | 8.72* (1.44) | 62.81* (5.57) | -0.51 (0.55) | − 8.87 (7.70) | 543.41* (6.63) | − 11.85* (2.18) | 8.72* (1.43) | 62.81* (5.56) | − 0.51 (0.54) | − 8.87 (7.70) |
Finland | 547.70* (5.44) | − 18.94* (2.23) | 540.72 (12.77) | − 18.31* (5.04) | 13.41* (4.30) | 51.11* (8.97) | 0.87 (0.65) | 0.14 (3.21) | 541.7* (4.60) | − 15.82* (2.01) | 14.12* (1.47) | 45.78* (3.32) | 0.33 (0.17) | 4.92 (3.75) |
France | 515.66* (5.28) | − 11.53* (1.83) | 506.56 (16.13) | − 6.97* (6.53) | 16.52* (2.38) | 50.89* (5.43) | − 0.52 (0.58) | 6.64 (3.18) | 505.60* (4.14) | − 7.48* (1.55) | 15.54* (1.08) | 42.44* (2.82) | 0.12 (0.17) | 3.59 (2.68) |
Georgia | 477.55* (6.20) | − 6.11* (2.23) | 477.38* (5.47) | − 5.84* (2.15) | 11.73* (1.36) | 35.24* (7.02) | − 0.55 (0.35) | 7.76 (5.97) | 477.31* (5.46) | − 5.81* (2.15) | 11.73* (1.36) | 35.24* (7.01) | − 0.57 (0.36) | 8.04 (5.97) |
Hong Kong SAR | 597.83* (8.75) | − 10.25* (2.67) | 598.82* (7.26) | − 8.60* (2.52) | 2.68+ (1.43) | 53.82* (5.20) | 0.07 (0.42) | − 2.93 (7.85) | 598.67* (7.21) | − 8.52* (2.49) | 2.68 (1.42) | 53.84* (5.20) | 0.07 (0.42) | − 2.98 (7.83) |
Hungary | 545.17* (5.20) | − 12.06* (1.74) | 548.10* (3.72) | − 10.25* (1.64) | 16.86* (1.03) | 54.54* (2.30) | 0.46* (0.21) | 12.47* (3.59) | 547.72* (3.73) | − 10.10* (1.65) | 16.86* (1.03) | 54.48* (2.31) | 0.47* (0.20) | 12.29* (3.61) |
Iran, Islamic rep. of | 470.15* (5.11) | − 11.38* (1.84) | 464.89* (4.03) | − 9.08* (1.80) | 8.31* (0.93) | 44.66* (3.07) | − 0.08 (0.30) | 0.06 (3.83) | 465.00* (3.98) | − 9.14* (1.77) | 8.34* (0.93) | 44.65* (3.07) | − 0.08 (0.30) | 0.03 (3.82) |
Ireland | 555.76* (4.74) | − 16.08* (1.96) | 548.02* (3.71) | − 10.29* (1.67) | 16.25* (0.94) | 41.53* (2.83) | 0.19 (0.16) | − 0.20 (3.48) | 548.02* (3.71) | − 10.29* (1.69) | 16.25* (0.94) | 41.53* (2.83) | 0.19 (0.16) | − 0.20 (3.48) |
Israel | 547.32* (9.04) | − 10.18* (3.30) | 543.09* (7.48) | − 8.57* (2.82) | 11.68* (1.38) | 54.93* (4.69) | 1.49* (0.42) | 1.37 (5.15) | 543.01* (7.46) | − 8.55* (2.81) | 11.68* (1.37) | 54.91* (4.69) | 1.50* (0.42) | 1.41 (5.16) |
Italy | 530.20* (5.16) | − 13.11* (2.01) | 522.57* (4.45) | − 9.74* (1.71) | 12.87* (0.90) | 28.83* (3.07) | − 0.07 (0.18) | − 3.30 (5.18) | 522.57* (4.45) | -9.74* (1.71) | 12.87* (0.90) | 28.83* (3.07) | − 0.07 (0.18) | − 3.30 (5.18) |
Japan | 620.66* (5.27) | − 14.71* (2.26) | 622.92* (4.91) | − 14.31* (2.12) | 16.95* (1.27) | 63.22* (10.29) | 0.25 (0.19) | − 5.63 (4.02) | 622.92* (4.91) | − 14.31* (2.12) | 16.95* (1.27) | 63.22* (10.29) | 0.25 (0.19) | − 5.62 (4.02) |
Jordan | 443.62* (5.24) | − 11.05* (1.90) | 441.28* (4.81) | − 10.07* (1.84) | 6.04* (0.95) | 34.91* (5.33) | 0.47 (0.31) | 1.50 (3.88) | 441.86 (4.87) | − 10.34* (1.86) | 6.01* (0.95) | 34.88* (5.32) | 0.48 (0.31) | 1.74 (3.85) |
Kazakhstan | 490.42* (5.64) | 0.15 (2.03) | 489.20* (5.22) | 0.96 (1.94) | 6.20* (1.57) | 39.80* (5.07) | 0.30 (0.27) | 7.43 (7.34) | 489.20* (5.25) | 0.97 (1.95) | 6.20* (1.57) | 39.80* (5.07) | 0.30 (0.27) | 7.44 (7.33) |
Korea, Rep. of | 624.49* (7.75) | − 11.02* (3.19) | 623.04* (7.34) | − 8.40* (3.08) | 20.17* (1.12) | 49.32* (5.22) | -0.02 (0.24) | − 1.45 (4.73) | 623.04* (7.34) | − 8.40* (3.08) | 20.17* (1.12) | 49.32* (5.22) | − 0.02 (0.24) | − 1.45 (4.73) |
Kuwait | 426.77* (5.67) | − 10.81* (2.33) | 426.99* (5.18) | − 10.69* (2.40) | 4.95* (1.25) | 47.51* (12.58) | − 0.12 (0.55) | 18.73 (12.25) | 427.64* (5.20) | − 11.02* (2.34) | 4.96* (1.25) | 47.36* (12.49) | − 0.13 (0.55) | 18.80 (12.13) |
Lebanon | 437.93* (5.34) | − 4.96* (1.73) | 440.03* (4.59) | − 5.33* (1.72) | 2.90* (0.69) | 35.27* (3.50) | 0.49 (0.25) | 2.50 (2.15) | 439.99* (4.59) | − 5.32* (1.72) | 2.90* (0.69) | 35.28* (3.47) | 0.49* (0.25) | 2.46 (2.16) |
Lithuania | 522.70* (5.39) | − 4.48* (2.13) | 518.48* (4.07) | − 0.78 (2.00) | 21.28* (1.34) | 56.06* (3.79) | 0.52* (0.22) | 9.34* (3.91) | 518.48* (4.06) | − 0.78 (1.99) | 21.28* (1.33) | 56.04* (3.80) | 0.52* (0.22) | 9.35* (3.92) |
Malaysia | 489.77* (6.68) | − 1.37 (1.66) | 496.98* (4.98) | − 3.43* (1.62) | 4.46* (0.68) | 73.19* (3.09) | − 0.31 (0.37) | 2.08 (6.43) | 496.67* (5.00) | − 3.31* (1.63) | 4.45* (0.68) | 78.14* (3.09) | − 0.31 (0.37) | 2.06 (6.45) |
Morocco | 401.75* (5.79) | − 5.08* (1.97) | 400.10* (5.06) | − 5.49* (1.92) | 2.97* (0.75) | 20.46* (3.39) | 0.37 (0.27) | 4.51 (2.34) | 400.11* (5.04) | − 5.50* (1.90) | 2.97* (0.75) | 20.47* (3.39) | 0.37 (0.27) | 4.53 (2.34) |
New Zealand | 519.00* (5.73) | − 13.73* (1.84) | 519.22* (4.34) | − 10.10* (1.78) | 10.70* (0.93) | 71.58* (3.33) | 0.11 (0.22) | 8.20 (4.05) | 519.11* (4.32) | − 10.05* (1.77) | 10.70* (0.93) | 71.54* (3.32) | 0.15 (0.22) | 8.21 (4.05) |
Norway | 538.43* (6.00) | − 16.11* (2.21) | 533.01* (4.61) | − 13.14* (1.97) | 17.76* (1.26) | 34.17* (4.34) | − 0.28 (0.23) | 2.33 (4.24) | 533.01* (4.60) | − 13.15* (1.97) | 17.77* (1.26) | 34.15* (4.34) | − 0.28 (0.23) | 2.33 (4.25) |
Oman | 446.30* (6.72) | − 13.23* (2.61) | 446.50* (5.77) | − 11.82* (2.41) | 13.15* (1.04) | 49.69* (3.74) | − 0.63 (0.49) | 20.92* (5.58) | 446.43* (5.75) | − 11.78* (2.39) | 13.14* (1.04) | 49.65* (3.74) | − 0.64 (0.49) | 20.95* (5.58) |
Portugal | 537.84* (5.96) | − 17.49* (2.48) | 528.36* (4.76) | − 13.18* (2.19) | 11.63* (1.02) | 34.87* (2.63) | 0.26 (0.30) | 8.96* (4.55) | 528.36* (4.76) | − 13.17* (2.19) | 11.63* (1.03) | 34.87* (2.63) | 0.26 (0.30) | 8.96* (4.56) |
Qatar | 494.05* (6.69) | − 17.88* (2.05) | 485.58* (5.72) | − 14.30* (2.07) | 11.29* (1.13) | 62.64* (6.77) | − 0.44 (0.42) | 18.55* (6.83) | 485.59* (5.71) | − 14.30* (2.07) | 11.29* (1.13) | 62.65* (6.77) | − 0.45 (0.42) | 18.56* (6.83) |
Romania | 525.05* (7.55) | − 14.35* (2.62) | 519.41* (6.55) | − 11.15* (2.50) | 16.90* (1.31) | 49.60* (3.22) | 0.23 (0.28) | 0.53 (4.21) | 519.35* (6.52) | − 11.13* (2.49) | 16.88* (1.31) | 49.64* (3.23) | 0.24 (0.28) | 0.56 (4.22) |
Russian Federation | 545.00* (5.44) | − 0.65 (2.00) | 550.12* (4.87) | − 1.52 (1.99) | 8.82* (1.23) | 42.65* (5.94) | − 0.25 (0.23) | 5.36 (6.10) | 550.19* (4.86) | − 1.56 (1.99) | 8.82* (1.23) | 42.58* (5.95) | − 0.25 (0.23) | 5.44 (6.10) |
Saudi Arabia | 418.51* (5.19) | − 6.11* (1.80) | 417.23* (4.64) | − 5.65* (1.75) | 7.06* (1.31) | 51.37* (4.87) | 0.28 (0.44) | 16.59 (19.81) | 417.19* (4.64) | − 5.65* (1.76) | 7.06* (1.31) | 51.31* (4.87) | 0.28 (0.44) | 16.33 (19.66) |
Singapore | 634.36* (5.39) | − 9.86* (1.24) | 629.94* (3.81) | − 8.90* (1.25) | 0.79 (0.67) | 82.90* (3.64) | − 0.43 (0.33) | − 6.82 (5.08) | 630.01* (3.82) | − 8.92* (1.25) | 0.79 (0.67) | 82.89* (3.64) | − 0.43 (0.33) | − 6.81 (5.08) |
South Africa | 423.29* (3.87) | − 7.58* (0.99) | 415.35* (2.85) | − 5.65* (0.91) | 0.56 (0.46) | 55.27* (2.24) | 0.08 (0.18) | 6.63* (3.27) | 415.82* (2.77) | − 5.86* (0.94) | 0.56 (0.46) | 55.28* (2.23) | 0.086 (0.18) | 6.66* (3.26) |
Sweden | 536.61* (6.11) | − 14.06* (2.38) | 527.07* (4.24) | − 8.87* (1.92) | 18.23* (1.06) | 46.54* (3.20) | 0.16 (0.19) | 0.92 (1.68) | 527.06* (4.24) | − 8.87* (1.92) | 18.23* (1.06) | 46.54* (3.20) | 0.16 (0.20) | 0.92 (1.68) |
Turkey | 470.39* (9.26) | 8.04* (3.21) | 491.77* (8.43) | 1.22 (3.23) | 14.21* (1.71) | 42.53* (3.73) | − 0.58 (0.51) | 15.90* (6.83) | 490.91* 8.61 | 1.14 (3.30) | 14.69* (1.74) | 42.55* (3.90) | − 0.63 (0.51) | 15.94* (6.83) |
United Arab Emirates | 494.99* (3.63) | − 10.48* (0.93) | 490.70* (3.02) | − 8.94* (0.93) | 5.46* (0.53) | 59.83* (2.94) | − 1.40* (0.25) | 14.44* (3.16) | 490.68* (3.03) | − 8.93* (0.93) | 5.46* (0.53) | 59.80* (2.94) | − 1.39* (0.25) | 14.45* (3.15) |
United States | 549.86* (6.10) | − 15.87* (2.02) | 533.30* (4.69) | − 8.01* (1.85) | 6.96* (0.91) | 61.49* (2.76) | 0.06 (0.31) | 6.05 (5.0) | 530.66* (6.56) | − 8.72* (2.78) | 7.39* (1.27) | 54.78* (4.17) | 0.37 (0.40) | 10.98* (3.54) |