Impact of Extracurricular Physical Activity on Achievement of the Sustainable Development Goals and Academic Performance: Mediating Cognitive, Psychological, and Social Factors
Abstract
:1. Introduction
2. Materials and Methods
2.1. Search Strategy and Quality Assessment of Studies
2.2. Study Selection Criteria
2.3. Data Extraction
Quality Assessment
3. Results
3.1. Study Selection
3.2. Quality Assessment
3.3. Characteristics of the Included Studies
3.4. Physical Activity and Academic Achievement Results
4. Discussion
4.1. Key Findings and SDG Implications
4.2. Limitations and Future Research
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Category | Inclusion Criteria | Exclusion Criteria |
---|---|---|
Population | Healthy children and adolescents in the age of development, from 4 to 18 years. | Adult populations, including those with developmental disabilities, cognitive delays, or deterioration. |
Intervention/Exposure | Studies that assessed PA exposure using monitor-based measurements or self-reports as independent variables, as well as studies that considered PA participation, sports involvement, exercise behavior, and the integration of PA into study protocols. | Studies that did not assess PA exposure using monitor-based measurements or self-reports as independent variables, as well as studies that considered PA participation, sports involvement, exercise behavior, and the integration of PA into study protocols. |
Comparator | Absence of an active control group or other experimental group. | Active control group or other experimental group. |
Outcome | AA is assessed by curricular grades or a standardized test. | Only achievement in the domain of physical education. |
Study design | Int., Long., and C-S studies that investigated the mediating variables between PA and AA using regression-based models, including mediation analysis, structural equation modeling, or multiple regression analysis. | Review articles, validation studies, meta-analyses, conference abstracts, dissertations, monographs, theses, commentaries, or brief reports. |
Reference | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | Total |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[27] | Yes | Yes | No | Yes | N/D | CD | N/A | Yes | Yes | N/A | Yes | N/D | N/A | Yes | Fr |
[28] | Yes | Yes | No | Yes | N/D | Yes | N/A | Yes | Yes | N/A | Yes | N/D | N/A | Yes | Gd |
[29] | Yes | Yes | CD | Yes | N/D | No | N/A | Yes | Yes | N/A | Yes | N/D | N/A | Yes | Fr |
[30] | Yes | Yes | Yes | Yes | N/D | CD | N/A | Yes | Yes | N/A | Yes | N/D | N/A | Yes | Gd |
[31] | Yes | Yes | Yes | Yes | N/D | CD | N/A | Yes | Yes | N/A | Yes | N/D | N/A | Yes | Gd |
[32] | Yes | Yes | Yes | Yes | N/D | Yes | N/A | Yes | Yes | N/A | Yes | N/D | N/A | Yes | Gd |
[33] | Yes | Yes | Yes | Yes | N/D | No | N/A | Yes | Yes | N/A | Yes | N/D | N/A | Yes | Gd |
[34] | Yes | Yes | Yes | Yes | Yes | CD | N/A | Yes | Yes | N/A | Yes | N/D | N/A | Yes | Gd |
[35] | Yes | Yes | CD | Yes | N/D | No | N/A | Yes | Yes | N/A | Yes | No | N/A | No | Fr |
[36] | Yes | Yes | Yes | Yes | N/D | CD | N/A | Yes | Yes | N/A | Yes | Yes | N/A | Yes | Gd |
[37] | Yes | Yes | Yes | Yes | N/D | Yes | N/A | Yes | Yes | Yes | Yes | N/D | Yes | Yes | Gd |
[38] | Yes | Yes | CD | Yes | N/D | Yes | Yes | Yes | Yes | Yes | Yes | N/D | CD | Yes | Gd |
[39] | Yes | Yes | Yes | Yes | N/D | Yes | Yes | Yes | Yes | Yes | Yes | N/D | Yes | Yes | Gd |
[40] | Yes | Yes | No | Yes | N/D | Yes | Yes | Yes | N/D | N/D | Yes | Yes | Yes | Yes | Gd |
[41] | Yes | Yes | No | CD | CD | Yes | Yes | CD | CD | N/D | Yes | Yes | Yes | Yes | Gd |
Reference | Country | Study Design (Follow-Up) | N (% Women) | Age [Mean (SD)/R] |
---|---|---|---|---|
[27] | JP | C-S | 325 (47.07) | 12–13 |
[28] | JP | C-S | 274 (41.97) | 12–13 |
[29] | JP | C-S | 608 (46.25) | 12–13 |
[30] | G | C-S | 1101 (n/i) | 14.1 (0.6) |
[31] | FI | C-S | 970 (53.3) | 12.5 (1.3) |
[32] | NL | C-S | 255 (54.5) | 13.0 (1.08) |
[33] | CN | C-S | 22,619 (48.7) | 13.9 (0.64) |
[34] | CN | C-S | 17,318 (46.6) | 12.8 (0.5) |
[35] | US | C-S | 2.452 (57.3) | 14.4 (1.15) |
[36] | NO | Long. (7 months) | 1129 (47.9) | 10.2 (0.3) |
[37] | JP | Long. (2 yrs) | 463 (49) | 12–13 |
[38] | DK | Long. (3 yrs) | 902 (55.8) | 9.86 (0.39) |
[39] | NO | Long. (3 yrs) | 599 (54.4) | 13.3 (0.3) |
[40] | AU | Exp. | 1173 (44.5), CG: 589; EG: 584 | 12.9 (0.54) |
[41] | NO | Exp. | 360 (49.2), CG: 171; EG: 189 | 10.2 (0.31) |
Reference | Physical Activity | Mediator | Results (Subjects) | Measurement Method | Covariates | Mediation Analysis Rasults |
---|---|---|---|---|---|---|
[27] | Exercise habit (self-reported questionnaire) | BMI, CRF (20-m shuttle run test) | GPA (8 subjects) | SEM | Gender, Socioeconomic Level, Motivation, Screen Time | CRF mediated the association between exercise habit and AA. BMI mediated the association between exercise habit and AA in girls, but not in boys. |
[28] | Exercise habit (self-reported questionnaire) | Physical fitness index (50-m sprint, standing long jump, repeated side steps, forward bend, sit-ups, grip strength, handball throw, and 20-m shuttle run). BMI, Learning duration (questionnaire) | GPA (8 subjects) | SEM | Gender, Socioeconomic Level | Physical fitness served as a mediator in the relationship between exercise and AA. In contrast, learning durations and body mass index (BMI) did not mediate the association between PA and AA. |
[29] | Compliance with MVPA recommendations, minimum of 60 min of MVPA per day of the week | CRF (20-m shuttle run test) | GPA (5 subjects) | Mediation analysis | BMI, SES, Motivation | CRF mediated the association between PA and AA in boys, but not in girls. |
[30] | Compliance with WHO PA recommendations, minimum of 60 min of MVPA per day (self-reported questionnaire, 2 items) | Depression (subscale of “depressed affect”, CES-DC), Hyperactivity and inattention problems (SDQ), Self-efficacy (Schwarzer and Jerusalem scale) | GPA (2 subjects) | Mediation analysis | Gender, Age, SES | Self-efficacy mediated the relationship between PA and AA, whereas attention, hyperactivity, inattention problems, and depressed affect did not. |
[31] | MVPA days per week with ≥60 min of MVPA (self-reported questionnaire) | CRF (20-m shuttle run test). Body fat percentage (InBody 720). Bedtime (self-reported questionnaire). | GGPA (11 subjects) | SEM | Age, Gender, SES, Learning Difficulties, Pubertal Stage | CRF mediated the association between MVPA and AA. Body fat percentage did not influence the associations between PA and AA. Bedtime mediated the association between self-reported MVPA and AA in girls, but not in boys. |
[32] | Total PA, steps per week. MVPA per week, steps per week with a cadence of ≥100 steps/min (Accelerometers, ActiPAL3) | EF: inhibition and attention (d2 Test of Attention) | GPA (3 subjects) | Multiple linear regression | Gender, Nationality, Academic Course, School Level, SES, Pubertal Stage, Self-esteem, Depression | EF influenced the association between PA and AA. |
[33] | Implementation of PE curriculum in school (self-reported) | CRF (PACER of 15 m). Interest in PE (self-reported, 3 items). Maths self-confidence (self-reported, 3 items). Healthy lifestyle (self-reported, 6 items, personal hygiene and diet habits) | Maths AA (test books) | SEM | Gender, SES, School Location, BMI | CRF mediated the association between the implementation of the PE curriculum and AA in maths. Interest in PE and healthy lifestyle mediated the association between PA and AA through interest in PE and maths self-confidence. |
[34] | MVPA, min/day (Chinese version of the Children’s Leisure Activities Study Questionnaire) | Socioemotional and behavioral functioning (Strengths and Difficulties Questionnaire, parent-reported) | AA, score (adapted School Achievement Form by Teacher Oliviero Bruni) | SEM | Gender, SES, Age | Behavioral problems, hyperactivity and inattention, and peer problems mediated the association between MVPA and AA. |
[35] | Active play during Recess, minutes (ActiGraph GT1M) | Cognitive self-regulation EF: Inhibition and attention (Head-Toes-Knees-Shoulders task, HTKS) | Literacy achievement Maths and literacy (Identification of letter-word and applied problems; Woodcock-Johnson III Psycho-Educational Battery Achievement Tests) | SEM | Age, Gender, SES, Learning Difficulties, Pubertal Stage | Cognitive self-regulation mediated the relationship between active play and literacy achievement EF mediated the relationship between active play and AA in maths and literacy. |
[36] | Total PA, cpm (Accelerometer, ActiGraph GT3X) | EF as a single latent factor: Inhibition, flexibility and working memory (Stroop Test task and colour-word, CV, total verbal fluency, Digits Backwards from WISC-IV; Trail Making Test Part B, TMT-B) | Scores in numeracy, reading, and English (Norwegian National Standardised Tests, NDET) | SEM | Age, Gender, SES, Pubertal Stage, Body Fat | EF did not measure the relationship between PA and AA. |
[37] | Sports participation (self-reported questionnaire) | CRF (20-m shuttle run test) | GPA (5 subjects) | SEMCRF mediated the associations between PA and AA. | Gender, SES, Cultural Activities, BMI, After-school Habits, Screen Time, Exercise Habits | CRF mediated the associations between PA and AA. |
[38] | MVPA, min/day (Accelerometer, ActiGraph GT3X) | Waist circumference, cm | GPA (2 subjects, national standardised tests) | SEM | Age, Gender, SES, Learning Difficulties, Height, Pubertal Stage, Physical Disabilities | Waist circumference mediated the association between MVPA and AA. |
[39] | Total PA, cpm. MVPA, cpm (Accelerometer ActiGraph GT3X+ and GT3X+bt) | Waist circumference, cm. Sleep duration, hours (self-reported) | GPA | Mediation analysis | Gender, BMI, SES | Neither waist circumference nor sleep duration mediated the relationship between PA and AA. |
[40] | Activity and Motivation in Physical Education (AMPED), a school-based PA intervention to improve motivation in PE lessons and maximise MVPA opportunities. Duration: 6 months | MVPA in PE, cpm. MVPA in leisure time (accelerometer, ActiGraph GT3X+), Maths engagement (School Engagement Scale) | Maths AA (National Assessment Program—Literacy and Numeracy, NAPLAN) | Simple and multiple mediation models | Gender, Age, SES, Body Weight | Neither maths engagement, MVPA in leisure time, nor MVPA in PE mediated the associations between PA and AA in maths in single or multiple mediation models. |
[41] | Active Smarter Kids (ASK) intervention, with three components (165 min/week): Physically active educational lessons (3 × 30 min/week) in subjects; PA breaks (5 min/day school); PA tasks (10 min/day school). Intervention and control school children. control participated in 90 min/week of physical education prescribed by the curriculum and 45 min/week of PA (total of 135 min/week). Duration: 7 months | EF as a single latent factor: Inhibition, flexibility and working memory (Color and Word Stroop Test; Total Verbal Fluency; Trail Making Test, TMT; Digits Backward and Forward, Wechsler Intelligence Scale for Children, WISC-IV); Classroom behavioral self-regulation (Teacher Report Form of the Child Behavior Rating Scale, CBRS) School-related well-being (Kidscreen-27 Questionnaire) | AA in numeracy (Norwegian National Standardised Tests, NDET) | SEM | BMI, SES, Pubertal Stage | Neither EF, classroom behavioral self-regulation, nor school-related well-being influenced the impact of the intervention on AA. |
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Zarazaga-Peláez, J.; Barrachina, V.; Gutiérrez-Logroño, A.; Villanueva-Guerrero, O.; Roso-Moliner, A.; Mainer-Pardos, E. Impact of Extracurricular Physical Activity on Achievement of the Sustainable Development Goals and Academic Performance: Mediating Cognitive, Psychological, and Social Factors. Sustainability 2024, 16, 7238. https://doi.org/10.3390/su16167238
Zarazaga-Peláez J, Barrachina V, Gutiérrez-Logroño A, Villanueva-Guerrero O, Roso-Moliner A, Mainer-Pardos E. Impact of Extracurricular Physical Activity on Achievement of the Sustainable Development Goals and Academic Performance: Mediating Cognitive, Psychological, and Social Factors. Sustainability. 2024; 16(16):7238. https://doi.org/10.3390/su16167238
Chicago/Turabian StyleZarazaga-Peláez, Jorge, Valentina Barrachina, Alejandra Gutiérrez-Logroño, Oscar Villanueva-Guerrero, Alberto Roso-Moliner, and Elena Mainer-Pardos. 2024. "Impact of Extracurricular Physical Activity on Achievement of the Sustainable Development Goals and Academic Performance: Mediating Cognitive, Psychological, and Social Factors" Sustainability 16, no. 16: 7238. https://doi.org/10.3390/su16167238
APA StyleZarazaga-Peláez, J., Barrachina, V., Gutiérrez-Logroño, A., Villanueva-Guerrero, O., Roso-Moliner, A., & Mainer-Pardos, E. (2024). Impact of Extracurricular Physical Activity on Achievement of the Sustainable Development Goals and Academic Performance: Mediating Cognitive, Psychological, and Social Factors. Sustainability, 16(16), 7238. https://doi.org/10.3390/su16167238