The Links Between Physical Activity, Metacognition, and Empathy Among Physiotherapy Students
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Participants
2.2. Questionnaires
2.3. Data Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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N (%) | ||
---|---|---|
Gender | Male | 127 (27.1) |
Female | 341 (72.9) | |
All | 468 (100) | |
Employment | Yes | 138 (29.5) |
No | 330 (70.5) | |
BMI | Underweight | 27 (5.8) |
Normal weight | 343 (73.3) | |
Pre-obesity | 32 (6.8) | |
Obesity class I | 54 (11.5) | |
Obesity class II | 12 (2.6) | |
Level of study | Year of study | |
Undergraduate | 1st | 78 (16.7) |
2nd | 171 (36.5) | |
3rd | 132 (28.2) | |
Graduate | 1st | 43 (9.2) |
2nd | 44 (9.4) |
IPAQ Items | Vigorous-Intensity Physical Activity | Moderate-Intensity Physical Activity | Walking | Total Physical Activity | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Low Level | Moderate Level | High Level | Low Level | Moderate Level | High Level | Low Level | Moderate Level | High Level | Low Level | Moderate Level | High Level | |
MAI items | r *; p ** | |||||||||||
Declarative knowledge | 0.247; 0.000 | 0.078; 0.090 | 0.170; 0.001 | 0.200; 0.000 | ||||||||
Procedural knowledge | 0.007; 0.568 | 0.079; 0.109 | 0.041; 0.112 | −0.015; 0.295 | ||||||||
Conditional knowledge | 0.051; 0.328 | 0.054; 0.430 | 0.085; 0.116 | 0.065: 0.214 | ||||||||
Planning | 0.027, 0.066 | 0.036; 0.403 | −0.027; 0.429 | −0.013; 0.084 | ||||||||
Information management strategies | −0.049; 0.524 | −0.001; 1.000 | 0.015; 0.835 | −0.026; 0.097 | ||||||||
Comprehension monitoring | 0.071; 0.302 | 0.070; 0.270 | 0.025; 0.340 | 0.039; 0.518 | ||||||||
Debugging strategies | −0.065; 0.264 | −0.021; 0.309 | −0.003; 0.767 | −0.056; 0.289 | ||||||||
Evaluation | 0.054; 0.459 | 0.078; 0.233 | 0.057; 0.205 | 0.032; 0.769 | ||||||||
Overall metacognitive awareness | 0.093 *; 0.125 | 0.068; 0.333 | 0.078; 0.129 | 0.070; 0.094 | ||||||||
EQ-28 items | r *; p ** | |||||||||||
Empathy quotient | 0.114; 0.029 | 0.079; 0.145 | 0.183; 0.000 | 0.145; 0.006 | ||||||||
Cognitive Empathy | 0.166; 0.002 | 0.107; 0.063 | 0.213; 0.000 | 0.168; 0.001 | ||||||||
Emotional Reactivity | −0.020; 0.804 | 0.016; 0.417 | 0.068; 0.095 | 0.055; 0.499 | ||||||||
Social Skills | 0.092; 0.074 | 0.053; 0.430 | 0.090; 0.130 | 0.081; 0.096 |
IPAQ Items | All | Level of Study | p * | Male | Female | p * | ||
---|---|---|---|---|---|---|---|---|
Undergraduate | Graduate | N (%) | N (%) | |||||
N (%) | N (%) | N (%) | ||||||
Vigorous-intensity physical activity | Low level | 155 (33.1) | 97 (25.5) | 58 (66.7) | 0.000 | 28 (22.0%) | 127 (37.2%) | 0.000 |
Moderate level | 172 (36.8) | 159 (41.7) | 13 (14.9) | 42 (33.1%) | 130 (38.1%) | |||
High level | 141 (30.1) | 125 (32.8) | 16 (18.4) | 57 (44.9%) | 84 (24.6%) | |||
Moderate-intensity physical activity | Low level | 225 (48.1) | 180 (47.2) | 45 (51.7) | 0.406 | 54 (42.5%) | 171 (50.1%) | 0.321 |
Moderate level | 200 (42.7) | 168 (44.1) | 32 (36.8) | 59 (46.5%) | 141 (41.3%) | |||
High level | 43 (9.2) | 33 (8.7) | 10 (11.5) | 14 (11.0%) | 29 (8.5%) | |||
Walking | Low level | 168 (35.9) | 114 (29.9) | 54 (62.1) | 0.000 | 43 (33.9%) | 125 (36.7%) | 0.799 |
Moderate level | 261 (55.8) | 236 (61.9) | 25 (28.7) | 74 (58.3%) | 187 (54.8%) | |||
High level | 39 (8.3) | 31 (8.1) | 8 (9.2) | 10 (7.9%) | 29 (8.5%) | |||
Total physical activity | Low level | 23 (4.9) | 9 (2.4) | 14 (16.1) | 0.000 | 6 (4.7%) | 17 (5.0%) | 0.028 |
Moderate level | 154 (32.9) | 115 (30.2) | 39 (44.8) | 30 (23.6%) | 124 (36.4%) | |||
High level | 291 (62.2) | 257 (67.5) | 34 (39.1) | 91 (71.7%) | 200 (58.7%) |
MAI Items | All | Undergraduate Level | Graduate Level | Male | Female | ||
---|---|---|---|---|---|---|---|
Median (IQR) | p * | Median (IQR) | p * | ||||
Declarative knowledge | 7.00 (5.00–8.00) | 7.00 (5.00–8.00) | 6.00 (3.00–8.00) | 0.000 | 7.00 (5.00–8.00) | 7.00 (5.00–8.00) | 0.988 |
Procedural knowledge | 3.00 (3.00–4.00) | 3.00 (2.00–4.00) | 4.00 (3.00–4.00) | 0.020 | 3.00 (2.00–4.00) | 3.00 (3.00–4.00) | 0.966 |
Conditional knowledge | 4.00 (3.00–5.00) | 4.00 (3.00–5.00) | 4.00 (3.00–5.00) | 0.255 | 4.00 (3.00–5.00) | 4.00 (3.00–5.00) | 0.752 |
Planning | 6.00 (4.00–7.00) | 5.00 (4.00–6.00) | 7.00 (5.00–7.00) | 0.000 | 6.00 (4.00–7.00) | 6.00 (4.00–7.00) | 0.910 |
Information management strategies | 9.00 (7.00–10.00) | 9.00 (7.00–9.00) | 9.00 (9.00–10.00) | 0.000 | 8.00 (7.00–9.00) | 9.00 (8.00–10.00) | 0.015 |
Comprehension monitoring | 6.00 (5.00–7.00) | 6.00 (5.00–7.00) | 6.00 (5.00–7.00) | 0.118 | 6.00 (5.00–7.00) | 6.00 (5.00–7.00) | 0.326 |
Debugging strategies | 5.00 (4.00–5.00) | 5.00 (4.00–5.00) | 5.00 (4.00–5.00) | 0.245 | 5.00 (4.00–5.00) | 5.00 (4.00–5.00) | 0.230 |
Evaluation | 5.00 (4.00–6.00) | 5.00 (4.00–6.00) | 5.00 (4.00–6.00) | 0.005 | 5.00 (4.00–6.00) | 5.00 (4.00–6.00) | 0.905 |
Overall metacognitive awareness | 42.50 (37.00–48.00) | 42.00 (36.00–48.00) | 44.00 (38.00–49.00) | 0.058 | 41.00 (36.00–48.00) | 43.00 (37.00–48.00) | 0.488 |
EQ-28 Items | Undergraduate Level | Graduate Level | p * | Male | Female | p * |
---|---|---|---|---|---|---|
Median (IQR) | ||||||
Empathy quotient | 31.00 (24.00–37.00) | 24.00 (20.00–33.00) | 0.000 | 28.00 (21.00–33.00) | 31.00 (24.00–38.00) | 0.000 |
Cognitive empathy | 12.00 (9.00–16.00) | 10.00 (5.00–14.00) | 0.000 | 11.00 (7.00–16.00) | 12.00 (9.00–15.00) | 0.229 |
Emotional reactivity | 13.00 (10.00–16.00) | 12.00 (10.00–15.00) | 0.277 | 11.00 (7.00–13.00) | 14.00 (11.00–16.00) | 0.000 |
Social skills | 5.00 (4.00–7.00) | 4.00 (3.00–6.00) | 0.000 | 5.00 (3.00–7.00) | 5.00 (3.00–7.00) | 0.917 |
Undergraduate Level | Graduate Level | ||||
---|---|---|---|---|---|
1st Year (N = 78) | 2nd Year (N = 171) | 3rd Year (N = 132) | 1st Year (N = 43) | 2nd Year (N = 44) | |
Median (IQR) | |||||
Average grade at the end of the year | 4.00 (3.80–4.37) | 3.90 (3.58–4.00) | 4.00 (3.55–4.10) | 4.40 (4.00–4.70) | 4.30 (3.90–4.50) |
p * | 0.000 |
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Share and Cite
Kuzmić, A.; Filipec, M.; Jakovljević, M. The Links Between Physical Activity, Metacognition, and Empathy Among Physiotherapy Students. Healthcare 2025, 13, 2350. https://doi.org/10.3390/healthcare13182350
Kuzmić A, Filipec M, Jakovljević M. The Links Between Physical Activity, Metacognition, and Empathy Among Physiotherapy Students. Healthcare. 2025; 13(18):2350. https://doi.org/10.3390/healthcare13182350
Chicago/Turabian StyleKuzmić, Anica, Manuela Filipec, and Miro Jakovljević. 2025. "The Links Between Physical Activity, Metacognition, and Empathy Among Physiotherapy Students" Healthcare 13, no. 18: 2350. https://doi.org/10.3390/healthcare13182350
APA StyleKuzmić, A., Filipec, M., & Jakovljević, M. (2025). The Links Between Physical Activity, Metacognition, and Empathy Among Physiotherapy Students. Healthcare, 13(18), 2350. https://doi.org/10.3390/healthcare13182350