The Role of Basic Psychological Needs in the Adoption of Healthy Habits by Adolescents
Abstract
:1. Introduction
2. Materials and Methods
2.1. Design
2.2. Participants
2.3. Instruments
2.3.1. Measurement of BPNs
2.3.2. Physical Activity Level and AMD Measurement
2.3.3. Kinanthropometric and Derived Variables Measurement
2.3.4. Physical Fitness Measurement
2.4. Procedure
2.5. Data Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Descriptors (M ± SD) | F | p | Effect Size (η2) | |||
---|---|---|---|---|---|---|---|
Competence (0–25) (n = 158) | Competence (25–50) (n = 225) | Competence (50–75) (n = 167) | Competence (75–100) (n = 241) | ||||
Physical activity score | 2.24 ± 0.66 | 2.56 ± 0.54 | 2.78 ± 0.58 | 2.92 ± 0.65 | 41.003 | <0.001 | 0.142 |
AMD | 5.73 ± 2.64 | 6.48 ± 2.16 | 6.97 ± 2.38 | 6.89 ± 2.36 | 9.100 | <0.001 | 0.035 |
Body mass (kg) | 56.27 ± 14.20 | 56.66 ± 13.57 | 57.36 ± 12.18 | 57.81 ± 12.77 | 0.513 | 0.673 | 0.002 |
Height (cm) | 161.78 ± 8.50 | 162.30 ± 9.21 | 164.48 ± 8.59 | 164.75 ± 9.04 | 5.252 | 0.001 | 0.021 |
BMI (kg/m2) | 21.44 ± 4.29 | 21.41 ± 4.14 | 21.10 ± 3.50 | 21.20 ± 3.69 | 0.293 | 0.830 | 0.001 |
Sitting height (cm) | 84.45 ± 4.32 | 84.39 ± 6.33 | 85.81 ± 4.45 | 85.71 ± 4.63 | 4.276 | 0.005 | 0.017 |
Waist girth (cm) | 69.23 ± 9.30 | 69.88 ± 9.19 | 69.48 ± 7.90 | 69.96 ± 8.67 | 0.271 | 0.847 | 0.001 |
Hip girth (cm) | 91.04 ± 9.67 | 90.68 ± 9.41 | 90.56 ± 8.41 | 90.73 ± 9.07 | 0.073 | 0.974 | 0.001 |
Waist-to-hip ratio | 0.76 ± 0.05 | 0.77 ± 0.05 | 0.77 ± 0.05 | 0.77 ± 0.06 | 1.433 | 0.232 | 0.006 |
Corrected arm girth (cm) | 20.76 ± 2.97 | 21.01 ± 2.93 | 21.57 ± 2.94 | 21.80 ± 3.06 | 4.868 | 0.002 | 0.019 |
Corrected thigh girth (cm) | 39.03 ± 4.49 | 39.58 ± 4.96 | 40.47 ± 4.70 | 41.31 ± 5.12 | 8.124 | <0.001 | 0.032 |
Corrected calf girth (cm) | 28.79 ± 2.67 | 29.14 ± 3.90 | 29.52 ± 2.98 | 29.81 ± 3.02 | 3.496 | 0.015 | 0.014 |
Sum of 3 skinfolds (cm) | 57.38 ± 27.27 | 54.07 ± 26.27 | 49.56 ± 23.76 | 47.15 ± 22.42 | 6.173 | <0.001 | 0.024 |
Fat mass (%) | 25.15 ± 11.37 | 23.85 ± 10.70 | 21.82 ± 9.67 | 21.00 ± 9.14 | 6.276 | <0.001 | 0.025 |
Muscle mass (kg) | 17.60 ± 4.64 | 18.38 ± 4.95 | 19.33 ± 5.10 | 20.11 ± 5.30 | 8.773 | <0.001 | 0.034 |
VO2 max. (mL/kg/min) | 36.87 ± 4.91 | 38.77 ± 5.06 | 40.71 ± 6.08 | 41.62 ± 5.67 | 26.596 | <0.001 | 0.097 |
Handgrip right arm (kg) | 24.15 ± 6.83 | 25.41 ± 7.63 | 28.16 ± 8.32 | 28.72 ± 9.07 | 13.125 | <0.001 | 0.050 |
Handgrip left arm (kg) | 22.30 ± 6.10 | 23.65 ± 6.84 | 26.20 ± 7.88 | 26.75 ± 8.16 | 14.614 | <0.001 | 0.056 |
Sit-and-reach (cm) | 15.87 ± 8.93 | 15.26 ± 8.57 | 16.48 ± 8.53 | 16.05 ± 8.98 | 0.622 | 0.601 | 0.003 |
CMJ (cm) | 20.92 ± 5.71 | 22.62 ± 6.61 | 24.58 ± 7.17 | 25.79 ± 7.19 | 18.399 | <0.001 | 0.069 |
20 m sprint (s) | 4.16 ± 0.39 | 4.00 ± 0.58 | 3.83 ± 0.61 | 3.78 ± 0.45 | 19.469 | <0.001 | 0.073 |
Variable | Descriptors (M ± SD) | F | p | Effect Size (η2) | |||
---|---|---|---|---|---|---|---|
Autonomy (0–25) (n = 189) | Autonomy (25–50) (n = 167) | Autonomy (50–75) (n = 208) | Autonomy (75–100) (n = 227) | ||||
Physical activity score | 2.38 ± 0.65 | 2.63 ± 0.63 | 2.69 ± 0.64 | 2.85 ± 0.62 | 18.200 | <0.001 | 0.068 |
AMD | 6.05 ± 2.51 | 6.40 ± 2.46 | 6.64 ± 2.25 | 7.03 ± 2.33 | 5.866 | 0.001 | 0.023 |
Body mass (kg) | 55.21 ± 15.07 | 56.85 ± 11.11 | 58.60 ± 13.71 | 57.41 ± 12.19 | 2.140 | 0.094 | 0.009 |
Height (cm) | 161.05 ± 9.06 | 163.70 ± 8.72 | 164.14 ± 9.12 | 164.48 ± 8.64 | 5.746 | 0.001 | 0.023 |
BMI (kg/m2) | 21.17 ± 4.46 | 21.19 ± 3.58 | 21.63 ± 3.99 | 21.15 ± 3.54 | 0.689 | 0.559 | 0.003 |
Sitting height (cm) | 84.23 ± 4.51 | 85.35 ± 4.85 | 85.46 ± 4.69 | 85.33 ± 6.03 | 2.312 | 0.075 | 0.009 |
Waist girth (cm) | 68.58 ± 9.59 | 69.54 ± 7.90 | 70.78 ± 9.07 | 69.73 ± 8.36 | 1.993 | 0.114 | 0.008 |
Hip girth (cm) | 89.76 ± 10.32 | 90.25 ± 7.88 | 91.74 ± 9.29 | 90.99 ± 8.76 | 1.667 | 0.173 | 0.007 |
Waist-to-hip ratio | 0.76 ± 0.05 | 0.77 ± 0.05 | 0.77 ± 0.05 | 0.77 ± 0.06 | 0.651 | 0.582 | 0.003 |
Corrected arm girth (cm) | 20.59 ± 2.91 | 21.45 ± 2.99 | 21.66 ± 2.98 | 21.51 ± 3.04 | 4.759 | 0.003 | 0.019 |
Corrected thigh girth (cm) | 38.94 ± 4.86 | 40.39 ± 5.23 | 40.59 ± 4.88 | 40.71 ± 4.68 | 5.181 | 0.002 | 0.020 |
Corrected calf girth (cm) | 28.63 ± 3.57 | 29.56 ± 3.51 | 29.67 ± 2.93 | 29.52 ± 2.96 | 4.084 | 0.007 | 0.016 |
Sum of 3 skinfolds (cm) | 55.30 ± 27.51 | 49.80 ± 24.87 | 52.39 ± 25.98 | 49.30 ± 21.92 | 2.238 | 0.083 | 0.009 |
Fat mass (%) | 24.19 ± 11.47 | 22.45 ± 10.55 | 22.93 ± 10.31 | 21.81 ± 8.86 | 1.822 | 0.142 | 0.007 |
Muscle mass (kg) | 17.54 ± 4.92 | 19.22 ± 4.91 | 19.43 ± 5.22 | 19.51 ± 5.13 | 6.207 | <0.001 | 0.024 |
VO2 max. (mL/kg/min) | 38.30 ± 5.66 | 39.27 ± 5.21 | 40.02 ± 5.78 | 40.80 ± 5.85 | 6.812 | <0.001 | 0.027 |
Handgrip right arm (kg) | 24.40 ± 7.36 | 26.48 ± 7.60 | 27.63 ± 8.56 | 28.10 ± 8.88 | 7.634 | <0.001 | 0.030 |
Handgrip left arm (kg) | 22.55 ± 6.96 | 24.60 ± 6.99 | 25.88 ± 7.48 | 26.06 ± 8.09 | 8.886 | <0.001 | 0.035 |
Sit-and-reach (cm) | 15.38 ± 8.45 | 15.36 ± 9.26 | 16.14 ± 7.92 | 16.43 ± 9.35 | 0.719 | 0.541 | 0.003 |
CMJ (cm) | 21.40 ± 6.59 | 23.91 ± 7.51 | 23.68 ± 6.63 | 25.36 ± 6.76 | 10.970 | <0.001 | 0.042 |
20 m sprint (s) | 4.12 ± 0.42 | 3.95 ± 0.44 | 3.86 ± 0.64 | 3.81 ± 0.53 | 12.995 | <0.001 | 0.050 |
Variable | Descriptors (M ± SD) | F | p | Effect Size (η2) | |||
---|---|---|---|---|---|---|---|
Relatedness (0–25) (n = 178) | Relatedness (25–50) (n = 178) | Relatedness (50–75) (n = 217) | Relatedness (75–100) (n = 218) | ||||
Physical activity score | 2.44 ± 0.71 | 2.60 ± 0.58 | 2.63 ± 0.62 | 2.89 ± 0.63 | 15.993 | <0.001 | 0.061 |
AMD | 5.80 ± 2.54 | 6.41 ± 2.34 | 6.98 ± 2.30 | 6.89 ± 2.30 | 9.480 | <0.001 | 0.037 |
Body mass (kg) | 55.71 ± 12.64 | 58.03 ± 14.67 | 57.13 ± 12.57 | 57.38 ± 12.87 | 0.930 | 0.426 | 0.004 |
Height (cm) | 161.22 ± 8.06 | 163.87 ± 9.68 | 164.18 ± 9.05 | 164.03 ± 8.77 | 4.373 | 0.005 | 0.017 |
BMI (kg/m2) | 21.44 ± 4.30 | 21.43 ± 4.04 | 21.08 ± 3.67 | 21.25 ± 3.69 | 0.362 | 0.780 | 0.001 |
Sitting height (cm) | 84.32 ± 4.24 | 85.12 ± 6.74 | 85.57 ± 4.63 | 85.27 ± 4.67 | 1.965 | 0.118 | 0.008 |
Waist girth (cm) | 69.26 ± 8.99 | 70.30 ± 9.50 | 69.53 ± 8.04 | 69.72 ± 8.76 | 0.424 | 0.736 | 0.002 |
Hip girth (cm) | 90.61 ± 8.99 | 90.98 ± 9.72 | 90.50 ± 9.02 | 90.89 ± 8.95 | 0.113 | 0.952 | 0.001 |
Waist-to-hip ratio | 0.76 ± 0.06 | 0.77 ± 0.05 | 0.77 ± 0.05 | 0.77 ± 0.06 | 0.573 | 0.633 | 0.002 |
Corrected arm girth (cm) | 20.89 ± 2.84 | 21.49 ± 3.21 | 21.45 ± 2.99 | 21.40 ± 2.97 | 1.472 | 0.221 | 0.006 |
Corrected thigh girth (cm) | 39.04 ± 4.39 | 40.15 ± 4.91 | 40.85 ± 5.41 | 40.49 ± 4.74 | 4.569 | 0.054 | 0.018 |
Corrected calf girth (cm) | 28.99 ± 4.19 | 29.25 ± 2.94 | 29.57 ± 2.83 | 29.53 ± 2.97 | 1.259 | 0.287 | 0.005 |
Sum of 3 skinfolds (cm) | 55.78 ± 27.33 | 52.62 ± 25.29 | 48.14 ± 23.74 | 51.03 ± 23.96 | 3.002 | 0.060 | 0.012 |
Fat mass (%) | 24.35 ± 11.46 | 23.14 ± 10.50 | 21.54 ± 9.77 | 22.54 ± 9.45 | 2.421 | 0.065 | 0.010 |
Muscle mass (kg) | 17.80 ± 4.50 | 19.14 ± 5.34 | 19.47 ± 5.22 | 19.23 ± 5.18 | 3.879 | 0.009 | 0.015 |
VO2 max. (mL/kg/min) | 38.43 ± 6.09 | 39.01 ± 5.55 | 40.32 ± 5.74 | 40.58 ± 5.31 | 6.102 | <0.001 | 0.024 |
Handgrip right arm (kg) | 24.97 ± 7.46 | 26.78 ± 8.14 | 27.62 ± 8.78 | 27.32 ± 8.42 | 3.661 | 0.012 | 0.015 |
Handgrip left arm (kg) | 23.18 ± 6.71 | 24.95 ± 7.63 | 25.72 ± 8.13 | 25.32 ± 7.40 | 3.957 | 0.008 | 0.016 |
Sit-and-reach (cm) | 15.75 ± 8.56 | 15.70 ± 8.51 | 15.98 ± 8.98 | 16.02 ± 8.94 | 0.062 | 0.980 | 0.001 |
CMJ (cm) | 22.08 ± 6.86 | 23.01 ± 6.74 | 24.12 ± 7.22 | 25.03 ± 6.77 | 6.418 | <0.001 | 0.025 |
20 m sprint (s) | 4.08 ± 0.55 | 3.96 ± 0.42 | 3.87 ± 0.65 | 3.83 ± 0.44 | 8.141 | <0.001 | 0.032 |
Variable | Descriptors (M ± SD) | p | Effect Size (η2) | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Basic Psychological Needs Met | ||||||||||
None | Competence | Autonomy | Relatedness | Competence and Autonomy | Competence and Relatedness | Autonomy and Relatedness | All of Them | |||
Physical activity score | 2.38 ± 0.65 | 2.81 ± 0.61 | 2.58 ± 0.53 | 2.38 ± 0.59 | 2.68 ± 0.68 | 2.88 ± 0.54 | 2.51 ± 0.57 | 2.92 ± 0.61 | <0.001 | 0.126 |
AMD | 5.85 ± 2.55 | 6.53 ± 2.67 | 6.27 ± 2.52 | 6.30 ± 2.22 | 6.41 ± 2.03 | 7.14 ± 2.32 | 6.92 ± 1.82 | 7.10 ± 2.41 | <0.001 | 0.044 |
Body mass (kg) | 56.13 ± 14.22 | 55.69 ± 8.61 | 57.98 ± 14.44 | 55.00 ± 13.22 | 58.42 ± 13.95 | 57.09 ± 13.43 | 58.18 ± 12.76 | 57.78 ± 12.36 | 0.635 | 0.007 |
Height (cm) | 161.46 ± 8.71 | 162.60 ± 8.60 | 162.14 ± 9.01 | 162.46 ± 9.42 | 165.41 ± 9.39 | 164.67 ± 9.33 | 163.44 ± 8.87 | 164.70 ± 8.62 | 0.006 | 0.027 |
BMI (kg/m2) | 21.46 ± 4.50 | 21.11 ± 3.08 | 21.85 ± 4.13 | 20.79 ± 3.56 | 21.25 ± 3.83 | 20.82 ± 3.78 | 21.72 ± 4.06 | 21.22 ± 3.59 | 0.750 | 0.006 |
Sitting height (cm) | 84.55 ± 4.57 | 84.78 ± 4.33 | 83.26 ± 9.38 | 84.64 ± 4.86 | 86.13 ± 4.67 | 85.59 ± 5.15 | 84.76 ± 4.73 | 85.81 ± 4.41 | 0.054 | 0.023 |
Waist girth (cm) | 69.40 ± 9.66 | 69.44 ± 6.32 | 70.74 ± 9.82 | 68.11 ± 8.51 | 70.17 ± 9.08 | 68.79 ± 7.84 | 71.12 ± 8.04 | 69.91 ± 8.53 | 0.560 | 0.008 |
Hip girth (cm) | 90.59 ± 9.81 | 89.54 ± 7.36 | 91.79 ± 9.32 | 89.58 ± 8.69 | 91.18 ± 9.16 | 88.84 ± 9.31 | 92.23 ± 9.70 | 91.07 ± 8.75 | 0.455 | 0.009 |
Waist-to-hip ratio | 0.77 ± 0.05 | 0.78 ± 0.05 | 0.77 ± 0.06 | 0.76 ± 0.05 | 0.77 ± 0.05 | 0.76 ± 0.05 | 0.77 ± 0.06 | 0.77 ± 0.06 | 0.760 | 0.006 |
Corrected arm girth (cm) | 20.76 ± 2.94 | 21.36 ± 2.33 | 21.23 ± 3.01 | 20.85 ± 2.92 | 22.11 ± 3.42 | 21.76 ± 3.45 | 21.12 ± 2.98 | 21.61 ± 2.87 | 0.020 | 0.022 |
Corrected thigh girth (cm) | 38.84 ± 4.68 | 40.68 ± 3.60 | 39.93 ± 4.79 | 39.45 ± 4.76 | 40.68 ± 4.82 | 41.86 ± 6.81 | 40.27 ± 4.98 | 40.91 ± 4.70 | <0.001 | 0.036 |
Corrected calf girth (cm) | 28.87 ± 4.06 | 28.79 ± 3.04 | 29.13 ± 2.86 | 28.95 ± 2.80 | 29.87 ± 3.17 | 30.06 ± 2.94 | 29.30 ± 2.69 | 29.69 ± 2.95 | 0.072 | 0.017 |
Sum of 3 skinfolds (cm) | 56.73 ± 27.40 | 51.11 ± 27.82 | 56.47 ± 27.24 | 51.10 ± 25.09 | 47.95 ± 21.23 | 42.45 ± 20.86 | 56.00 ± 26.14 | 49.01 ± 23.12 | 0.002 | 0.029 |
Fat mass (%) | 24.86 ± 11.60 | 22.94 ± 11.98 | 24.74 ± 10.93 | 22.92 ± 10.21 | 20.74 ± 8.36 | 19.22 ± 8.68 | 24.47 ± 10.17 | 21.75 ± 9.33 | 0.002 | 0.030 |
Muscle mass (kg) | 17.69 ± 4.69 | 19.01 ± 3.50 | 18.44 ± 5.10 | 18.02 ± 5.04 | 20.11 ± 5.74 | 20.50 ± 6.05 | 18.89 ± 4.76 | 19.65 ± 5.08 | <0.001 | 0.035 |
VO2 max. (mL/kg/min) | 37.44 ± 5.35 | 40.81 ± 5.87 | 38.79 ± 4.97 | 38.83 ± 4.75 | 40.78 ± 6.64 | 41.81 ± 5.00 | 37.92 ± 4.62 | 41.34 ± 5.77 | <0.001 | 0.088 |
Handgrip right arm (kg) | 24.30 ± 6.86 | 26.51 ± 8.09 | 26.02 ± 7.93 | 25.27 ± 6.99 | 29.26 ± 8.87 | 28.44 ± 9.23 | 25.20 ± 8.50 | 28.56 ± 8.74 | <0.001 | 0.053 |
Handgrip left arm (kg) | 22.56 ± 6.41 | 25.19 ± 8.12 | 24.14 ± 6.55 | 23.21 ± 6.91 | 27.10 ± 8.15 | 26.08 ± 7.86 | 23.65 ± 6.65 | 26.64 ± 8.06 | <0.001 | 0.057 |
Sit-and-reach (cm) | 15.67 ± 8.54 | 17.31 ± 8.59 | 16.45 ± 8.71 | 13.75 ± 9.06 | 14.60 ± 8.31 | 15.38 ± 9.45 | 16.40 ± 8.69 | 16.76 ± 8.80 | 0.196 | 0.013 |
CMJ (cm) | 20.91 ± 6.22 | 24.32 ± 9.23 | 22.41 ± 6.06 | 23.27 ± 6.34 | 25.74 ± 6.10 | 26.08 ± 8.01 | 22.80 ± 6.38 | 25.13 ± 7.01 | <0.001 | 0.071 |
20 m sprint (s) | 4.14 ± 0.40 | 3.91 ± 0.55 | 3.98 ± 0.74 | 4.03 ± 0.39 | 3.82 ± 0.37 | 3.80 ± 0.46 | 3.95 ± 0.66 | 3.78 ± 0.57 | <0.001 | 0.075 |
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Mateo-Orcajada, A.; Vaquero-Cristóbal, R.; Rey-López, J.P.; Martín-Campoy, R.; Abenza-Cano, L. The Role of Basic Psychological Needs in the Adoption of Healthy Habits by Adolescents. Behav. Sci. 2023, 13, 592. https://doi.org/10.3390/bs13070592
Mateo-Orcajada A, Vaquero-Cristóbal R, Rey-López JP, Martín-Campoy R, Abenza-Cano L. The Role of Basic Psychological Needs in the Adoption of Healthy Habits by Adolescents. Behavioral Sciences. 2023; 13(7):592. https://doi.org/10.3390/bs13070592
Chicago/Turabian StyleMateo-Orcajada, Adrián, Raquel Vaquero-Cristóbal, Juan Pablo Rey-López, Raúl Martín-Campoy, and Lucía Abenza-Cano. 2023. "The Role of Basic Psychological Needs in the Adoption of Healthy Habits by Adolescents" Behavioral Sciences 13, no. 7: 592. https://doi.org/10.3390/bs13070592
APA StyleMateo-Orcajada, A., Vaquero-Cristóbal, R., Rey-López, J. P., Martín-Campoy, R., & Abenza-Cano, L. (2023). The Role of Basic Psychological Needs in the Adoption of Healthy Habits by Adolescents. Behavioral Sciences, 13(7), 592. https://doi.org/10.3390/bs13070592