The Relationship between Participation in Extracurricular Arts and Sports Activities and Adolescents’ Social and Emotional Skills: An Empirical Analysis Based on the OECD Social and Emotional Skills Survey
Abstract
:1. Introduction
2. Literature Review
3. Research Data and Methods
3.1. Data Source
3.2. Variables
3.3. Methods
4. Empirical Results Analysis
5. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Age Group | 10-Year-Old Group (N = 3617; Girls = 1650) | 15-Year-Old Group (N = 3596; Girls = 1750) | ||||||
---|---|---|---|---|---|---|---|---|
Activities Group | Arts Activities Only (N = 606; Girls = 380) | Arts Activities Only (N = 495; Girls = 383) | ||||||
Statistical Indicators | Min | Max | Mean | SD | Min | Max | Mean | SD |
Collaboration | 423.50 | 901.28 | 646.74 | 90.56 | 426.01 | 889.78 | 586.46 | 69.02 |
Emotional regulation | 172.46 | 920.90 | 556.18 | 88.57 | 217.00 | 783.41 | 508.42 | 74.20 |
Engaging with others | 360.40 | 871.35 | 571.80 | 71.26 | 368.21 | 759.64 | 526.69 | 56.12 |
Open-mindedness | 370.58 | 911.84 | 624.67 | 85.19 | 415.93 | 862.12 | 584.96 | 65.87 |
Task performance | 256.22 | 883.09 | 618.34 | 88.47 | 381.90 | 848.00 | 569.26 | 68.70 |
Gender | 0.00 | 1.00 | 0.37 | 0.48 | 0.00 | 1.00 | 0.23 | 0.42 |
Family socioeconomic background | −1.73 | 2.40 | 0.33 | 0.78 | −1.48 | 2.52 | 0.42 | 0.76 |
Peer relationship | 10.54 | 67.27 | 48.49 | 14.52 | 10.54 | 67.27 | 46.62 | 11.04 |
Parent–child relationship | 35.82 | 93.45 | 48.36 | 13.24 | 35.82 | 93.45 | 57.90 | 10.76 |
Activities Group | Sports activities only (N = 752; Girls = 166) | Sports activities only (N = 1032; Girls = 302) | ||||||
Statistical Indicators | Min | Max | Mean | SD | Min | Max | Mean | SD |
Collaboration | 403.37 | 891.42 | 657.18 | 91.70 | 358.40 | 886.49 | 596.05 | 68.40 |
Emotional regulation | 349.14 | 931.82 | 576.20 | 89.32 | 222.20 | 927.85 | 526.90 | 69.56 |
Engaging with others | 405.07 | 819.28 | 582.06 | 68.28 | 299.26 | 799.35 | 543.55 | 58.61 |
Open-mindedness | 425.35 | 901.60 | 632.54 | 84.18 | 420.50 | 891.35 | 582.90 | 69.17 |
Task performance | 398.56 | 884.30 | 622.20 | 87.27 | 393.13 | 883.61 | 576.23 | 65.52 |
Gender | 0.00 | 1.00 | 0.78 | 0.42 | 0.00 | 1.00 | 0.71 | 0.46 |
Family socioeconomic background | −1.91 | 2.58 | 0.11 | 0.82 | −1.97 | 3.05 | 0.11 | 0.77 |
Peer relationship | 10.54 | 67.27 | 49.06 | 13.41 | 10.54 | 67.27 | 45.60 | 10.03 |
Parent–child relationship | 35.82 | 93.45 | 48.40 | 13.37 | 35.82 | 93.45 | 58.05 | 11.10 |
Activities Group | Both arts and sports activities (N = 1719; Girls = 924) | Both arts and sports activities (N = 1089; Girls = 581) | ||||||
Statistical Indicators | Min | Max | Mean | SD | Min | Max | Mean | SD |
Collaboration | 382.78 | 912.78 | 689.62 | 100.17 | 258.74 | 883.21 | 611.25 | 79.93 |
Emotional regulation | 277.02 | 923.88 | 602.90 | 103.98 | 215.14 | 921.90 | 536.69 | 72.10 |
Engaging with others | 338.64 | 888.33 | 608.00 | 78.15 | 371.02 | 835.95 | 557.33 | 61.80 |
Open-mindedness | 472.18 | 910.13 | 663.01 | 95.23 | 385.38 | 896.47 | 606.97 | 77.40 |
Task performance | 289.46 | 883.61 | 656.09 | 97.71 | 355.64 | 882.74 | 590.37 | 76.20 |
Gender | 0.00 | 1.00 | 0.46 | 0.50 | 0.00 | 1.00 | 0.47 | 0.50 |
Family socioeconomic background | −2.05 | 3.34 | 0.57 | 0.84 | −2.19 | 3.34 | 0.50 | 0.81 |
Peer relationship | 10.54 | 67.27 | 53.24 | 14.01 | 10.54 | 67.27 | 48.19 | 11.43 |
Parent–child relationship | 35.82 | 93.45 | 46.53 | 13.41 | 35.82 | 93.45 | 56.55 | 11.81 |
Activities Group | Not arts nor sports activities (N = 540; Girls = 180) | Not arts nor sports activities (N = 980; Girls = 484) | ||||||
Statistical Indicators | Min | Max | Mean | SD | Min | Max | Mean | SD |
Collaboration | 388.55 | 889.78 | 632.79 | 99.43 | 368.06 | 883.21 | 573.25 | 68.17 |
Emotional regulation | 254.34 | 919.91 | 549.94 | 91.90 | 245.82 | 875.19 | 500.67 | 70.20 |
Engaging with others | 312.48 | 819.09 | 552.97 | 69.81 | 217.28 | 813.78 | 512.08 | 58.23 |
Open-mindedness | 394.52 | 893.06 | 599.70 | 82.52 | 353.54 | 893.06 | 565.86 | 65.30 |
Task performance | 408.59 | 882.05 | 599.53 | 89.90 | 322.43 | 854.05 | 559.20 | 64.34 |
Gender | 0.00 | 1.00 | 0.67 | 0.47 | 0.00 | 1.00 | 0.51 | 0.50 |
Family socioeconomic background | −2.44 | 2.19 | −0.15 | 0.76 | −2.15 | 3.02 | 0.07 | 0.83 |
Peer relationship | 10.54 | 67.27 | 46.15 | 14.76 | 10.54 | 67.27 | 44.44 | 10.83 |
Parent–child relationship | 35.82 | 93.45 | 51.28 | 14.06 | 35.82 | 93.45 | 59.75 | 11.84 |
10-Year-Old Group (Arts Activities Only) (N = 1146) | 15-Year-Old Group (Arts Activities Only) (N = 1475) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Dependent Variable | Collaboration | Emotional Regulation | Engaging with Others | Open-Mindedness | Task Performance | Dependent Variable | Collaboration | Emotional Regulation | Engaging with Others | Open-Mindedness | Task Performance |
Independent variable | 1.54 | −4.84 | 9.32 ** | 13.97 *** | 6.26 | Independent variable | 5.82 * | 6.41 * | 9.58 *** | 12.29 *** | 6.36 * |
(0.30) | (−0.96) | (2.44) | (2.97) | (1.26) | (1.71) | (1.67) | (3.22) | (3.52) | (1.80) | ||
Gender | −5.94 | 5.95 | 3.11 | 9.89 ** | −1.68 | Gender | 2.80 | 22.20 *** | 4.10 | 6.26 * | 11.16 *** |
(−1.21) | (1.23) | (0.82) | (2.14) | (−0.34) | (0.89) | (6.22) | (1.40) | (1.89) | (3.43) | ||
Family socioeconomic background | −1.07 | 5.88 * | 7.70 *** | 13.03 *** | 7.00 ** | Family socioeconomic background | −1.02 | 0.35 | 2.51 | 8.81 *** | 2.77 |
(−0.36) | (1.94) | (3.20) | (4.56) | (2.25) | (−0.51) | (0.17) | (1.47) | (4.21) | (1.34) | ||
Peer relationship | 3.18 *** | 2.07 *** | 1.94 *** | 1.89 *** | 1.86 *** | Peer relationship | 2.85 *** | 1.74 *** | 1.74 *** | 1.77 *** | 1.46 *** |
(18.84) | (11.26) | (13.93) | (10.86) | (9.45) | (16.74) | (9.34) | (11.83) | (9.84) | (8.44) | ||
Parent–child relationship | −1.28 *** | −1.77 *** | −0.76 *** | −1.12 *** | −1.49 *** | Parent–child relationship | −1.26 *** | −1.97 *** | −0.81 *** | −0.87 *** | −1.45 *** |
(−7.01) | (−8.91) | (−5.25) | (−6.70) | (−7.78) | (−8.70) | (−11.17) | (−6.85) | (−5.73) | (−9.82) | ||
Constant | 555.70 *** | 541.84 *** | 501.46 *** | 565.20 *** | 592.76 *** | Constant | 520.63 *** | 530.25 *** | 481.12 *** | 535.15 *** | 574.87 *** |
(40.68) | (35.14) | (45.89) | (41.42) | (37.01) | (43.47) | (39.02) | (49.42) | (42.51) | (47.85) | ||
F | 97.46 | 59.11 | 61.67 | 55.94 | 43.78 | F | 77.95 | 49.34 | 46.19 | 41.89 | 39.53 |
Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
R2 | 0.31 | 0.23 | 0.23 | 0.21 | 0.19 | R2 | 0.28 | 0.21 | 0.17 | 0.16 | 0.15 |
10-year-old group (sports activities only) (N = 1292) | 15-year-old group (sports activities only) (N = 2012) | ||||||||||
Dependent variable | Collaboration | Emotional regulation | Engaging with others | Open-mindedness | Task performance | Dependent variable | Collaboration | Emotional regulation | Engaging with others | Open-mindedness | Task performance |
Independent variable | 10.49 ** | 11.36 ** | 18.16 *** | 18.35 *** | 10.26 ** | Independent variable | 16.54 *** | 15.85 *** | 25.83 *** | 10.84 *** | 9.84 *** |
(2.25) | (2.50) | (5.11) | (4.25) | (2.22) | (6.25) | (5.54) | (10.34) | (3.81) | (3.61) | ||
Gender | −4.55 | 10.17 ** | 7.74 ** | 9.30 ** | −4.13 | Gender | 3.70 | 25.04 *** | 10.17 *** | 9.15 *** | 13.54 *** |
(−0.87) | (2.03) | (2.05) | (1.99) | (−0.83) | (1.38) | (8.66) | (4.15) | (3.19) | (4.93) | ||
Family socioeconomic background | 2.12 | 6.96 ** | 7.43 *** | 14.37 *** | 9.12 *** | Family socioeconomic background | 0.88 | 1.20 | 6.16 *** | 10.98 *** | 3.84 ** |
(0.77) | (2.60) | (3.51) | (5.40) | (3.37) | (0.50) | (0.66) | (4.02) | (5.99) | (2.18) | ||
Peer relationship | 3.32 *** | 2.35 *** | 1.93 *** | 2.08 *** | 2.17 *** | Peer relationship | 2.97 *** | 1.78 *** | 1.75 *** | 1.90 *** | 1.67 *** |
(19.57) | (13.72) | (14.59) | (12.77) | (12.39) | (18.10) | (10.63) | (12.00) | (11.15) | (10.40) | ||
Parent–child relationship | −1.43 *** | −1.76 *** | −0.86 *** | −1.25 *** | −1.44 *** | Parent–child relationship | −1.21 *** | −1.91 *** | −0.78 *** | −1.02 *** | −1.40 *** |
(−8.22) | (−9.82) | (−6.66) | (−8.49) | (−8.42) | (−9.67) | (−13.13) | (−6.77) | (−7.31) | (−10.71) | ||
Constant | 556.33 *** | 525.70 *** | 503.90 *** | 563.88 *** | 577.14 *** | Constant | 511.60 *** | 522.73 *** | 475.12 *** | 537.04 *** | 561.87 *** |
(42.58) | (37.61) | (50.09) | (48.54) | (40.75) | (46.36) | (46.45) | (47.58) | (46.37) | (49.33) | ||
F | 108.72 | 82.32 | 81.99 | 71.58 | 66.27 | F | 108.70 | 84.72 | 86.11 | 58.47 | 62.96 |
Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
R2 | 0.32 | 0.26 | 0.25 | 0.25 | 0.22 | R2 | 0.29 | 0.24 | 0.21 | 0.18 | 0.18 |
10-year-old group (both arts and sports activities) (N = 2259) | 15-year-old group (both arts and sports activities) (N = 2069) | ||||||||||
Dependent variable | Collaboration | Emotional regulation | Engaging with others | Open-mindedness | Task performance | Dependent variable | Collaboration | Emotional regulation | Engaging with others | Open-mindedness | Task performance |
Independent variable | 19.60 *** | 19.62 *** | 29.01 *** | 32.35 *** | 22.47 *** | Independent variable | 23.07 *** | 23.73 *** | 34.77 *** | 26.48 *** | 18.43 *** |
(4.25) | (4.38) | (8.40) | (7.58) | (5.09) | (7.90) | (7.97) | (13.58) | (8.72) | (6.38) | ||
Gender | −10.49 *** | 4.15 | 2.89 | 5.38 | −7.22 ** | Gender | 8.25 *** | 23.10 *** | 10.20 *** | 9.33 *** | 16.21 *** |
(−2.92) | (1.10) | (1.00) | (1.53) | (−1.99) | (2.94) | (8.29) | (4.16) | (3.19) | (5.65) | ||
Family socioeconomic background | 7.26 *** | 9.19 *** | 11.55 *** | 14.40 *** | 12.38 *** | Family socioeconomic background | −0.87 | 2.11 | 4.33 *** | 10.38 *** | 4.36 ** |
(3.24) | (4.00) | (6.60) | (6.65) | (5.55) | (−0.48) | (1.21) | (2.82) | (5.50) | (2.47) | ||
Peer relationship | 3.23 *** | 2.53 *** | 1.91 *** | 2.21 *** | 2.29 *** | Peer relationship | 3.14 *** | 1.65 *** | 1.85 *** | 1.91 *** | 1.86 *** |
(23.97) | (17.85) | (17.88) | (16.28) | (16.37) | (20.72) | (11.21) | (14.68) | (12.15) | (12.21) | ||
Parent–child relationship | −1.47 *** | −2.03 *** | −1.01 *** | −1.26 *** | −1.57 *** | Parent–child relationship | −1.21 *** | −1.90 *** | −0.65 *** | −1.05 *** | −1.41 *** |
(−10.69) | (−13.12) | (−9.06) | (−9.88) | (−10.99) | (−9.29) | (−13.16) | (−6.07) | (−7.55) | (−10.76) | ||
Constant | 567.07 *** | 535.56 *** | 516.30 *** | 560.60 *** | 580.94 *** | Constant | 502.108 *** | 529.18 *** | 463.20 *** | 538.33 *** | 552.44 *** |
(52.01) | (44.72) | (60.24) | (53.66) | (49.70) | (46.59) | (46.36) | (51.96) | (46.36) | (49.92) | ||
F | 222.12 | 168.73 | 176.19 | 158.84 | 153.73 | F | 140.95 | 112.23 | 132.36 | 96.82 | 83.64 |
Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
R2 | 0.33 | 0.28 | 0.27 | 0.26 | 0.26 | R2 | 0.33 | 0.27 | 0.27 | 0.23 | 0.22 |
10-Year-Old Group | 15-Year-Old Group | ||||||
---|---|---|---|---|---|---|---|
Control Group | Experimental Group | Total | Control Group | Experimental Group | Total | ||
Arts activities only | Total Sample | 540 | 606 | 1146 | 981 | 495 | 1476 |
Matching Sample | 311 | 329 | 640 | 594 | 398 | 992 | |
Unmatched Sample | 229 | 277 | 506 | 387 | 97 | 484 | |
Before Matching L1 | 0.70 | 0.68 | |||||
After Matching L1 | 0.38 | 0.45 | |||||
Sports activities only | Total Sample | 540 | 752 | 1292 | 980 | 1032 | 2012 |
Matching Sample | 363 | 507 | 870 | 762 | 845 | 1607 | |
Unmatched Sample | 177 | 245 | 422 | 218 | 187 | 405 | |
Before Matching L1 | 0.62 | 0.60 | |||||
After Matching L1 | 0.40 | 0.43 | |||||
Both arts and sports activities | Total Sample | 540 | 1719 | 2259 | 980 | 1089 | 2069 |
Matching Sample | 402 | 1004 | 1406 | 726 | 809 | 1535 | |
Unmatched Sample | 138 | 715 | 853 | 254 | 280 | 534 | |
Before Matching L1 | 0.71 | 0.60 | |||||
After Matching L1 | 0.41 | 0.41 |
10-Year-Old Group (Arts Activities Only) (N = 640) | 15-Year-Old Group (Arts Activities Only) (N = 992) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Dependent Variable | Collaboration | Emotional Regulation | Engaging with Others | Open-Mindedness | Task Performance | Dependent Variable | Collaboration | Emotional Regulation | Engaging with Others | Open-Mindedness | Task Performance |
Independent variable | 3.07 | −5.97 | 19.10 *** | 18.68 *** | 5.62 | Independent variable | 8.90 * | 12.01 ** | 11.96 *** | 15.18 *** | 9.033 ** |
(0.40) | (−0.72) | (3.52) | (2.46) | (0.79) | (1.94) | (2.57) | (3.24) | (3.62) | (1.93) | ||
Control variable | YES | YES | YES | YES | YES | Control variable | YES | YES | YES | YES | YES |
Constant | 525.53 *** | 554.98 *** | 503.28.03 *** | 517.17 *** | 560.76 *** | Constant | 531.16 *** | 498.58 *** | 483.43 *** | 536.67 *** | 568.08 *** |
(23.39) | (25.01) | (26.14) | (21.63) | (23.99) | (25.65) | (24.19) | (30.49) | (29.91) | (26.47) | ||
F | 36.49 | 17.60 | 25.67 | 25.98 | 26.41 | F | 32.14 | 17.22 | 23.44 | 19.73 | 19.73 |
Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
R2 | 0.31 | 0.21 | 0.21 | 0.25 | 0.23 | R2 | 0.29 | 0.15 | 0.17 | 0.15 | 0.13 |
10-year-old group (sports activities only) (N = 870) | 15-year-old group (sports activities only) (N = 1607) | ||||||||||
Dependent variable | Collaboration | Emotional regulation | Engaging with others | Open-mindedness | Task performance | Dependent variable | Collaboration | Emotional regulation | Engaging with others | Open-mindedness | Task performance |
Independent variable | 15.04 ** | 10.26 | 18.74 *** | 17.74 *** | 6.10 | Independent variable | 14.82 *** | 15.24 *** | 22.21 *** | 10.65 *** | 8.12 *** |
(2.45) | (1.42) | (4.04) | (2.66) | (0.91) | (4.15) | (3.50) | (6.73) | (2.97) | (2.30) | ||
Control variable | YES | YES | YES | YES | YES | Control variable | YES | YES | YES | YES | YES |
Constant | 524.88 *** | 501.14 *** | 489.67 *** | 534.04 *** | 547.66 *** | Constant | 496.19 *** | 501.13 *** | 478.58 *** | 526.05 *** | 541.50 *** |
(27.53) | (29.15) | (31.15) | (29.42) | (26.85) | (29.83) | (34.97) | (35.30) | (36.15) | (36.03) | ||
F | 67.02 | 41.85 | 46.92 | 38.82 | 42.90 | F | 51.83 | 38.95 | 42.69 | 34.58 | 33.28 |
Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
R2 | 0.32 | 0.26 | 0.25 | 0.28 | 0.26 | R2 | 0.27 | 0.18 | 0.17 | 0.17 | 0.16 |
10-year-old group (both arts and sports activities) (N = 1406) | 15-year-old group (both arts and sports activities) (N = 1535) | ||||||||||
Dependent variable | Collaboration | Emotional regulation | Engaging with others | Open-mindedness | Task performance | Dependent variable | Collaboration | Emotional regulation | Engaging with others | Open-mindedness | Task performance |
Independent variable | 28.77 *** | 23.93 *** | 41.64 *** | 39.16 *** | 31.46 *** | Independent variable | 23.67 *** | 23.73 *** | 32.55 *** | 27.12 *** | 20.85 *** |
(3.21) | (2.13) | (8.37) | (4.17) | (3.65) | (5.36) | (6.26) | (10.03) | (6.34) | (4.89) | ||
Control variable | YES | YES | YES | YES | YES | Control variable | YES | YES | YES | YES | YES |
Constant | 542.00 *** | 536.61 *** | 497.72 *** | 542.11 *** | 568.76 *** | Constant | 491.00 *** | 501.54 *** | 456.31 *** | 511.04 *** | 536.10 *** |
(30.76) | (31.17) | (37.52) | (31.81) | (34.14) | (33.47) | (32.91) | (37.49) | (31.07) | (29.68) | ||
F | 114.33 | 82.99 | 89.87 | 86.41 | 91.33 | F | 64.84 | 53.79 | 71.55 | 49.34 | 36.99 |
Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
R2 | 0.30 | 0.24 | 0.24 | 0.25 | 0.25 | R2 | 0.29 | 0.21 | 0.23 | 0.19 | 0.19 |
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Wang, W.; Li, W.; Yao, J. The Relationship between Participation in Extracurricular Arts and Sports Activities and Adolescents’ Social and Emotional Skills: An Empirical Analysis Based on the OECD Social and Emotional Skills Survey. Behav. Sci. 2024, 14, 541. https://doi.org/10.3390/bs14070541
Wang W, Li W, Yao J. The Relationship between Participation in Extracurricular Arts and Sports Activities and Adolescents’ Social and Emotional Skills: An Empirical Analysis Based on the OECD Social and Emotional Skills Survey. Behavioral Sciences. 2024; 14(7):541. https://doi.org/10.3390/bs14070541
Chicago/Turabian StyleWang, Weihao, Wenye Li, and Jijun Yao. 2024. "The Relationship between Participation in Extracurricular Arts and Sports Activities and Adolescents’ Social and Emotional Skills: An Empirical Analysis Based on the OECD Social and Emotional Skills Survey" Behavioral Sciences 14, no. 7: 541. https://doi.org/10.3390/bs14070541
APA StyleWang, W., Li, W., & Yao, J. (2024). The Relationship between Participation in Extracurricular Arts and Sports Activities and Adolescents’ Social and Emotional Skills: An Empirical Analysis Based on the OECD Social and Emotional Skills Survey. Behavioral Sciences, 14(7), 541. https://doi.org/10.3390/bs14070541