Engagement in Youth Athletes as a Positive Experience in Sport: Implications of Gender, Age, and Competitive Level
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Measures
2.3. Procedure
2.4. Data Analysis
3. Results
3.1. Preliminary Analysis
3.2. Factorial Validity and Measurement Invariance
3.3. Intrascale Correlations and Evidence of Validity Based on Relationships with Other Variables
4. Discussion
5. Conclusions and Practical Implications
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Sample | Psychometric Properties | ||||
---|---|---|---|---|---|
Authors | Country | Population | Validity | Reliability | |
Factorization | Other Types | ||||
Lonsdale, Hodge, and Jackson [6] | New Zealand and Canada | Study 1: 729 athletes from different sports, Study 2: 201 elite athletes (M age = 22.9, SD = 7.20), Study 3: 343 athletes (M age = 24.5, SD = 7.70) | Principal Axis Factor analysis. Confirmatory Factor Analysis (CFA): four first-order factors and second-order engagement construct | - Content validity (expert judges and pilot study) - Criterion related validity (burnout) | Cronbach’s Alpha (between 0.84 and 0.89) |
Martins et al. [22,23] | Portugal | 771 athletes (M age = 16.9, SD = 4.51) from different competitive levels (i.e., elite, national, and regional competitive levels) | CFA: four-factor model | - Content validity (expert judges) - Cross validity (Multigroup analysis) | Composite reliability (between 0.85 to 0.88) |
Babić et al. [24] | Croatia | 71 top athlete sprinters (participation in sports between 12 and 13 years) | Principal Axis Factoring (PAF): four-factor model | - Criterion-related validity (athletic identity) | Cronbach’s Alpha (between 0.76 and 0.88) |
De Francisco et al. [10,25,26] | Spain | Study 1: 509 athletes (M age = 17.36, SD = 4.58) Study 2: 1157 athletes (M age = 17.55, SD = 4.25) | CFA: one, four, and a second-order (hierarchical) factor model | - Content validity (focus group) - Measurement model invariance across genders and competitive levels - Criterion-related validity (burnout) | Cronbach’s Alpha (between 0.80 and 0.85) |
Kelecek et al. [27] | Turkey | 201 athletes (M age = 23.3, SD = 2.84) | Principal Component Analysis (PCA): four-factor model | - Criterion-related validity (burnout) | Cronbach’s Alpha (between 0.75 and 0.92) |
Jiang et al. [28] | China | 379 athletes (M age = 16.07, SD = 1.15) | CFA: four-factor and second-order models. | - Content validity (expert judges and pilot study) | Composite reliability (between 0.88 and 0.90) |
Total Sample | Competitive Elite Level | Regional Level | |
---|---|---|---|
Gender | 667 (56.1) | 164 (52.1) | 503 (57.6) |
Age | 15.92 (2.50) | 15.21 (2.12) | 16.18 (2.58) |
Practicing days per week | 3.79 (1.45) | 4.73 (1.58) | 3.33 (1.12) |
Practicing hours per session | 2.69 (1.21) | 3.28 (1.47) | 2.4 (0.93) |
Sports | |||
Team | 958 (80.6) | 120 (38.1) | 838 (96.0) |
Volleyball | 312 (26.3) | 26 (8.3) | 286 (32.8) |
Basketball | 284 (23.9) | 35 (11.1) | 249 (28.5) |
Handball | 113 (9.5) | 43 (13.7) | 70 (8.0) |
Field hockey | 97 (8.2) | 5 (1.6) | 92 (10.5) |
Rugby | 58 (4.9) | - | 58 (6.6) |
Football | 56 (4.7) | 6 (1.9) | 50 (5.7) |
Futsal | 37 (3.1) | 5 (1.6) | 32 (3.7) |
Cestoball | 1 (0.1) | - | 1 (0.1) |
Individual | 230 (19.4) | 195 (61.9) | 35 (4.0) |
Swimming | 33 (2.8) | 18 (5.7) | 15 (1.7) |
Gymnastics | 29 (2.5) | 28 (8.8) | 1 (0.1) |
Yachting | 24 (2.0) | 24 (7.6) | - |
Canoeing | 18 (1.5) | 18 (5.7) | - |
Triathlon | 13 (1.1) | 13 (4.1) | - |
Taekwon-do | 12 (1.1) | 11 (3.5) | 1 (0.1) |
Shooting | 12 (1.1) | 12 (3.8) | - |
Figure skating | 11 (0.9) | 1 (0.3) | 10 (1.1) |
Others | 78 (33.9) | 70 (22.2) | 8 (0.9) |
Variables | Mean (SD) | Min.–Max. | Skewness | Kurtosis | α | Residual Errors | |
---|---|---|---|---|---|---|---|
VARCOMP | GLM | ||||||
Confidence | 3.81 (0.76) | 1–5 | −0.49 | −0.12 | 0.81 | 52,198.75 | 52,198.75 |
Vigor | 4.16 (0.62) | 1–5 | −0.50 | −0.17 | 0.77 | 3404.37 | 3404.37 |
Dedication | 4.30 (0.65) | 1–5 | −1.08 | −1.23 | 0.81 | 3902.33 | 3902.33 |
Enthusiasm | 4.58 (0.52) | 1–5 | −1.50 | 3.16 | 0.82 | 9914.18 | 9914.18 |
Engagement (total) | 4.21 (0.51) | 1–5 | −0.69 | 0.60 | 0.90 | 20,405.00 | 20,404.57 |
Model | χ2 (df) | CFI | TLI | SRMR | RMSEA | CI90% for RMSEA |
---|---|---|---|---|---|---|
One-factor | 646.14 (104) | 0.94 | 0.93 | 0.09 | 0.07 | [0.06; 0.07] |
Four-factor | 161.01 (98) | 0.99 | 0.99 | 0.05 | 0.02 | [0.01; 0.03] |
Second-order (hierarchical) | 200.38 (100) | 0.98 | 0.98 | 0.05 | 0.03 | [0.02; 0.03] |
Factor | Item | Loadings | Composite Reliability | AVE | Convergent Validity a | Discriminant Validity |
---|---|---|---|---|---|---|
Confidence | 1 | 0.75 | 0.84 | 0.58 | 30.16 | 0.32 < 0.54; 0.48 < 0.62; 0.23 < 0.69 |
5 | 0.86 | 32.12 | ||||
9 | 0.65 | 27.13 | ||||
13 | 0.77 | 30.16 | ||||
Vigor | 2 | 0.76 | 0.80 | 0.54 | 32.69 | 0.58 < 0.62; 0.71 > 0.69 |
6 | 0.74 | 32.29 | ||||
10 | 0.81 | 34.49 | ||||
14 | 0.63 | 28.30 | ||||
Dedication | 3 | 0.81 | 0.88 | 0.62 | 35.96 | 0.61 < 0.69 |
7 | 0.80 | 35.56 | ||||
11 | 0.74 | 33.66 | ||||
15 | 0.80 | 35.39 | ||||
Enthusiasm | 4 | 0.87 | 0.92 | 0.69 | 38.50 | - |
8 | 0.88 | 38.80 | ||||
12 | 0.84 | 37.21 | ||||
16 | 0.71 | 33.26 |
Model | χ2 (df) | CFI | TLI | SRMR | RMSEA | CI90% for RMSEA | ΔCFI | ΔTLI | ΔRMSEA |
---|---|---|---|---|---|---|---|---|---|
Gender | |||||||||
Males | 78.55 (98) | 1.00 | 1.00 | 0.05 | 0.00 | [0.00, 0.01] | |||
Females | 105.80 (98) | 0.99 | 0.99 | 0.06 | 0.01 | [0.00, 0.03] | |||
Configural invariance | 184.35 (196) | 1.00 | 1.00 | 0.00 | - | - | - | ||
Metric invariance | 220.140 (208) | 0.99 | 0.99 | 0.01 | −0.012 | −0.002 | 0.010 | ||
Scalar invariance | 228.63 (220) | 0.99 | 0.99 | 0.01 | 0.001 | 0.001 | −0.002 | ||
Strict invariance | 257.63 (236) | 0.99 | 0.99 | 0.01 | −0.002 | −0.002 | 0.004 | ||
Age | |||||||||
Up to 15 years old | 61.12 (98) | 1.00 | 1.00 | 0.06 | 0.01 | [0.00, 0.00] | |||
Between 15 and 19 | 106.77 (98) | 0.99 | 0.99 | 0.05 | 0.01 | [0.00, 0.02] | |||
Over 20 | 24.92 (98) | 1.00 | 1.22 | 0.08 | 0.00 | [0.00, 0.00] | |||
Configural invariance | 192.82 (294) | 1.00 | 1.00 | 0.00 | - | - | - | ||
Metric invariance | 220.163 (318) | 1.00 | 1.00 | 0.00 | 0.000 | 0.000 | 0.000 | ||
Scalar invariance | 227.92 (342) | 1.00 | 1.00 | 0.00 | 0.000 | 0.000 | 0.000 | ||
Strict invariance | 252.97 (374) | 1.00 | 1.00 | 0.00 | 0.000 | 0.000 | 0.000 | ||
Competitive level | |||||||||
Competitive elite level | 45.96 (98) | 1.00 | 1.04 | 0.06 | 0.00 | [0.00, 0.00] | |||
Regional level | 117.92 (98) | 0.99 | 0.99 | 0.05 | 0.01 | [0.00, 0.02] | |||
Configural invariance | 163.88 (196) | 1.00 | 1.00 | 0.00 | - | - | - | ||
Metric invariance | 173.32 (208) | 1.00 | 1.00 | 0.00 | 0.000 | 0.000 | 0.000 | ||
Scalar invariance | 186.77 (220) | 1.00 | 1.00 | 0.00 | 0.000 | 0.000 | 0.000 | ||
Strict invariance | 202.53 (236) | 1.00 | 1.00 | 0.00 | 0.000 | 0.000 | 0.000 |
Variables | Confidence | Vigor | Dedication | Enthusiasm | Engagement (Total) |
---|---|---|---|---|---|
Confidence | - | ||||
Vigor | 0.42 ** | - | |||
Dedication | 0.53 ** | 0.58 ** | - | ||
Enthusiasm | 0.35 ** | 0.62 ** | 0.60 ** | - | |
Engagement (total) | 0.76 ** | 0.81 ** | 0.85 ** | 0.77 ** | - |
Autonomous motivation | 0.27 ** | 0.40 ** | 0.41 ** | 0.33 ** | 0.45 ** |
Controlled motivation | −0.08 | −0.21 ** | −0.14 ** | −0.29 ** | −0.22 ** |
Amotivation | −0.19 ** | −0.36 ** | −0.34 ** | −0.46 ** | −0.42 ** |
Enjoyment | 0.39 ** | 0.54 ** | 0.50 ** | 0.46 ** | 0.58 ** |
Burnout | −0.42 ** | −0.37 ** | −0.45 ** | −0.32 ** | −0.50 ** |
Autonomy satisfaction | 0.28 ** | 0.27 ** | 0.19 ** | 0.15 ** | 0.28 ** |
Relatedness satisfaction | 0.18 ** | 0.27 ** | 0.19 ** | 0.22 ** | 0.26 ** |
Competence satisfaction | 0.69 ** | 0.45 ** | 0.43 ** | 0.37 ** | 0.60 ** |
Gender | |||||
Male Mean (SD) | Female Mean (SD) | F | η2 | ||
Confidence | 3.94 (0.70) | 3.63 (0.79) | 11.55 ** | 0.01 | |
Vigor | 4.21 (0.61) | 4.07 (0.62) | 3.36 | 0.00 | |
Dedication | 4.35 (0.63) | 4.23 (0.66) | 0.17 | 0.00 | |
Enthusiasm | 4.60 (0.51) | 4.55 (0.51) | 0.51 | 0.00 | |
Age | |||||
Up to 15 Mean (SD) | Between 15 and 19 Mean (SD) | Over 20 Mean (SD) | F | η2 | |
Confidence | 3.88 (0.69) | 3.79 (0.79) | 3.65 (0.73) | 2.20 | 0.00 |
Vigor | 4.18 (0.62) | 4.16 (0.63) | 4.02 (0.51) | 3.62 * | 0.01 |
Dedication | 4.35 (0.60) | 4.30 (0.67) | 4.09 (0.58) | 3.94 * | 0.01 |
Enthusiasm | 4.62 (0.49) | 4.58 (0.53) | 4.47 (0.44) | 2.44 | 0.00 |
Competitive Level | |||||
Competitive Elite Level Mean (SD) | Regional Level Mean (SD) | F | η2 | ||
Confidence | 4.13 (0.62) | 3.70 (0.77) | 13.58 *** | 0.01 | |
Vigor | 4.20 (0.61) | 4.14 (0.62) | 0.31 | 0.00 | |
Dedication | 4.46 (0.57) | 4.24 (0.66) | 3.18 | 0.00 | |
Enthusiasm | 4.60 (0.52) | 4.57 (0.50) | 0.01 | 0.00 |
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Raimundi, M.J.; Celsi, I.; Pérez-Gaido, M.; Schmidt, V.; Castillo, I.; Alvarez, O. Engagement in Youth Athletes as a Positive Experience in Sport: Implications of Gender, Age, and Competitive Level. Eur. J. Investig. Health Psychol. Educ. 2024, 14, 1597-1613. https://doi.org/10.3390/ejihpe14060106
Raimundi MJ, Celsi I, Pérez-Gaido M, Schmidt V, Castillo I, Alvarez O. Engagement in Youth Athletes as a Positive Experience in Sport: Implications of Gender, Age, and Competitive Level. European Journal of Investigation in Health, Psychology and Education. 2024; 14(6):1597-1613. https://doi.org/10.3390/ejihpe14060106
Chicago/Turabian StyleRaimundi, María Julia, Ignacio Celsi, Mauro Pérez-Gaido, Vanina Schmidt, Isabel Castillo, and Octavio Alvarez. 2024. "Engagement in Youth Athletes as a Positive Experience in Sport: Implications of Gender, Age, and Competitive Level" European Journal of Investigation in Health, Psychology and Education 14, no. 6: 1597-1613. https://doi.org/10.3390/ejihpe14060106
APA StyleRaimundi, M. J., Celsi, I., Pérez-Gaido, M., Schmidt, V., Castillo, I., & Alvarez, O. (2024). Engagement in Youth Athletes as a Positive Experience in Sport: Implications of Gender, Age, and Competitive Level. European Journal of Investigation in Health, Psychology and Education, 14(6), 1597-1613. https://doi.org/10.3390/ejihpe14060106