| Literature DB >> 36174059 |
Abstract
The aim of this study is to construct and validate "physical literacy self-assessment questionnaire" (PLAQ) for Chinese students in grades 3-6. This study uses qualitative and quantitative methods to construct evaluation indicators of PL and determine the weights of each indicator. The 60 items of original PLAQ was based on literature review and interviews, and administered to 1179 primary students graded 3-6 in China. Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) are used to optimize the structure and verify the reliability and validity of the questionnaire. The model of PLAQ is composed of 4 first-level indicators, 10 second-level indicators and 35 third-level indicators. The results of EFA and CFA resulted in a 44-items, 4-factor questionnaire. EFA item loadings ranged from 0.558 to 0.896, and Cronbach's alpha ranged from 0.818 to 0.892. The results of CFA show that the constructed model fits well, and PLAQ has good convergent validity and discriminative validity. The PLAQ appeared to be reliable and valid that can be used as an assessment tool for students in grades 3-6. PLAQ can be used as a guide for the development of PL. Additionally, PLAQ gives us a shared understanding about what PL is and how it can be developed by Chinese children. However, studies on the accuracy and generalizability of the PLAQ should be conducted to improve it in the future.Entities:
Mesh:
Year: 2022 PMID: 36174059 PMCID: PMC9521930 DOI: 10.1371/journal.pone.0262976
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.752
Fig 1Paradigm of grounded theory process.
Open coding results (example).
| Initial category | Initial concept | Original sentence |
|---|---|---|
| Take an exam | Exercise in order to pass the physical exam. | Some children told me that they actively exercise in order to pass the physical examination. (T |
| Experience | Children cannot perceive the benefits without experiencing sports. | Now many children have no experience. They don’t know the benefits. Sports are to be experienced. If you don’t cross the horizontal bar, you will not feel the joy of success. If you haven’t competed, you can’t experience the joy of the game. (E |
| Family financial support | Parents provide children with funds for exercise. | I support my child to exercise, and will take child to apply for some sport training courses, these things can promote my child to develop good habits of exercise. (P |
| Teaching method | Inappropriate teaching methods. | Some teachers’ teaching methods are rather rigid. They run laps when warming up in class and don’t play games, which causes students to lose the fun of exercise. (E) |
| Confidence | Courage to try. | I like to try all kinds of games that I haven’t played. (S |
aT = result of teacher interview.
bE = result of expert interview.
cP = result of parent interview.
dS = result of student interview.
The weights of the physical literacy evaluation indicators for Chinese students in grade 3–6.
| First level indicator | Secondary indicators | Three-level indicators |
|---|---|---|
| PC ( | Physical fitness ( | Power ( |
| Speed ( | ||
| Endurance ( | ||
| Flexible ( | ||
| Coordination ( | ||
| Physical performance ( | Basic motor skills ( | |
| Specific sport skill ( | ||
| AD ( | Motivation and confidence ( | Motivation of physical activity ( |
| Exercise confidence ( | ||
| Courage to try ( | ||
| Deal with setbacks ( | ||
| Confidence to learn ( | ||
| Courage to compare ( | ||
| Self-regulation ( | physical self- regulation ( | |
| Emotional self- regulation ( | ||
| Moral ( | sportsmanship ( | |
| Sports moral ( | ||
| KU ( | Knowledge of sports safety and risk ( | Sports injury and preventive ( |
| Environmental judgment ( | ||
| Knowledge of physical activity value and promotion ( | Understanding of sedentary ( | |
| Ways to improve motor skills ( | ||
| Knowledge of sports nutrition ( | ||
| Basic knowledge of sports ( | Sports concept ( | |
| Sports rules ( | ||
| BPA ( | Adaptive capacity ( | Environmental adaptation ( |
| Learning adaptation ( | ||
| Sports creativity ( | ||
| Autonomous participation ( | ||
| Trip mode ( | ||
| Dealing with teacher-student relations ( | ||
| Adapt to family background ( | ||
| Overcome setbacks ( | ||
| Physical activity level ( | Electronic screen time per day ( | |
| Physical activity time per day ( | ||
| Frequency of physical activity per week ( |
Original 60-items of PLAQ for Chinese 3–6 grades students.
| Sign | Items |
|---|---|
| A1 | I am satisfied with my muscle strength. |
| A2 | I can run fast. |
| A3 | I am good at throwing or other strength sports. |
| A4 | When it comes to long-distance running, I am better than most of my peers. |
| A5 | Compared with my peers, my body movements are not very coordinated. |
| A6 | I can stretch and rotate my body well. |
| A7 | When I exercise, my movements are graceful and coordinated. |
| A8 | I can master basic movements such as walking, running and jumping better than my peers. |
| A9 | I can master the basic motor skill of running, throwing, kicking, catching and jumping. |
| A10 | I am good at coordinated (consistent) movements |
| A11 | I’m good at sports. |
| A12 | Most sports are easy for me. |
| A13 | I am better at sports than most of my friends. |
| B1 | I often want to participate in physical activity. |
| B2 | I am willing to try new sports. |
| B3 | I know what sports I am good at. |
| B4 | I am willing to communicate and express ideas with my peers. |
| B5 | Show tenacity and self-confidence after experiencing setbacks. |
| B6 | Full of confidence when learning sport skills. |
| B7 | Believe that you do better than others during exercise. |
| B8 | Congratulations to the teammates for their good performance in sports. |
| B9 | I will not blame, criticize, or abuse my teammates. |
| B10 | Malicious foul, trying to hurt an opponent. |
| B11 | Request to stop the game or competition when the opponent is injured |
| B12 | Have a spirit of fair competition when participating in sports or games. |
| B13 | Have the spirit of teamwork when participating in sports or games. |
| B14 | Have a tenacious spirit when participating in sports activities or games. |
| B15 | I can resolve my bad emotions through exercise. |
| B16 | I can control the bad emotions during exercise. |
| B17 | Once the body is uncomfortable (fatigue, pain, nausea, etc.) during exercise, I can make adjustments in time. |
| C1 | I know the names of a lot of sports. (For example: football, basketball, swim) |
| C2 | I know the names of many sport skill. (For example: dribble; one hand shoulder shot) |
| C3 | I am familiar with sports tactics. |
| C4 | I am familiar with the rules of many sports. |
| C5 | Do not swim in dangerous waters. |
| C6 | Warm up before physical activity and relax after physical activity. |
| C7 | When the air is bad, I usually avoid outdoor physical activities. |
| C8 | I don’t exercise vigorously immediately after a meal. |
| C9 | I know how to drink water during exercise. |
| C10 | When learning difficult or dangerous techniques, I usually do it under the guidance of a teacher or coach. |
| C11 | If I feel uncomfortable during physical activities, I will seek help from teachers, parents and doctors. |
| C12 | I know the dangers of sedentary. |
| C13 | I know the advantages of physical activity. |
| C14 | I try to avoid high-calorie foods. |
| C15 | I know how to improve physical activity. |
| D1 | I spend more than 2 hours on the electronic screen every day. |
| D2 | I participate in sports activities (including sports classes and extracurricular activities) and games no less than 5 times a week. |
| D3 | Sports activities (including physical education classes and extracurricular activities) are not less than 1 hour per day. |
| D4 | Without affecting my study and life, I usually choose to travel on foot or by bike. |
| D | After physical activity, I sleep well. |
| D6 | I can exercise in different seasons. |
| D7 | I can exercise on snow, water, and on land. |
| D8 | After changing coaches or teachers, adapt to their teaching methods faster than their peers. |
| D9 | When I encounter difficulties in physical activity, I will not give up easily and seek solutions. |
| D10 | I maintain moderate to high intensity physical activity. |
| D11 | Regardless of whether my parents support me to actively participate in physical activities, I maintain my love for sports. |
| D12 | Regardless of my relationship with the teacher, it does not affect my exercise and learning. |
| D13 | When sports facilities are insufficient, I can find a solution. |
| D14 | Often create new rules of the game with my companions. |
| D15 | I often take the initiative to participate in physical activities. |
Children’ demographic characteristics.
| Characteristic | Descriptors | N = 1179 | % |
|---|---|---|---|
|
| Male | 668 | 56.7% |
| Female | 511 | 43.3% | |
|
| 3 | 244 | 20.7% |
| 4 | 277 | 23.5% | |
| 5 | 316 | 26.8% | |
| 6 | 342 | 29% | |
|
| 8 | 220 | 18.7% |
| 9 | 235 | 19.9% | |
| 10 | 259 | 22.0% | |
| 11 | 232 | 19.7% | |
| 12 | 233 | 19.8% | |
|
| Urban | 618 | 52.4% |
| Rural | 561 | 47.6% | |
|
| 312 | 26.5% | |
| 369 | 31.3% | ||
| 222 | 18.8% | ||
| 256 | 21.7% | ||
| 12 | 1% | ||
| 8 | 0.7% |
Axial coding results.
| Main category | Sub-category | concept |
|---|---|---|
| PC | 1. Physical fitness | 1. Power |
| 2. Speed | ||
| 3. Endurance | ||
| 4. Flexible | ||
| 5. Coordination | ||
| 2. Motor skills | 6. Basic motor skills | |
| 7. Specific sport skill | ||
| AD | 3. Motivation | 8. Motivation of physical activity |
| 4. Confidence | 9. Exercise confidence | |
| 10. Courage to try | ||
| 11. Deal with setbacks | ||
| 12. Confidence to learn | ||
| 13. Courage to compare | ||
| 5. Self- regulation | 14.Physical self-regulation | |
| 15.Emotional self-regulation | ||
| 6. Moral | 16. Sportsmanship | |
| 17. Sports moral | ||
| KU | 7. Knowledge of sports safety and risk | 18. Environmental judgment knowledge |
| 19. Injury and prevention | ||
| 8. Knowledge of physical activity value and promotion | 20. Understanding of sedentary | |
| 21. Ways to improve motor skills | ||
| 22. Knowledge of sports nutrition | ||
| 9. Basic knowledge of sports | 23. Concept | |
| 24. Rule | ||
| BPA | 10. Adaptive capacity | 25. Environmental adaptation |
| 26. Learning adaptation | ||
| 27. Sports creativity | ||
| 28. Autonomous participation | ||
| 29. Trip mode | ||
| 30. Dealing with teacher-student relations | ||
| 31. Adapt to family background | ||
| 32. Overcome setbacks | ||
| 11. Physical activity level | 33. Electronic screen time | |
| 34. Daily physical activity time | ||
| 35. Frequency of physical activities per week |
aPC = physical competence.
bAD = affective domain.
cKU = knowledge and understanding.
dBPA = behavior of physical activity.
Fig 2The physical literacy structure model for Chinese students in grade 3–6.
Fitness test of factor analysis of physical literacy sub-questionnaire.
| Core domains | Bartlett | KMO | ||
|---|---|---|---|---|
| χ2 | df | p | ||
|
| 1019.342 | 171 | <0.01 | 0.818 |
|
| 2075.966 | 300 | <0.01 | 0.892 |
|
| 1505.528 | 210 | <0.01 | 0.885 |
|
| 952.904 | 120 | <0.01 | 0.891 |
Factor structures of physical competence by exploratory factor analysis.
| Sign | Items | Estimated factor loadings | Commonality | |
|---|---|---|---|---|
| PP | PF | |||
|
| I’m good at sports. |
| 0.481 | 0.724 |
|
| I can master the basic motor skill of running, throwing, kicking, catching and jumping. |
| 0.292 | 0.702 |
|
| I am better at sports than most of my friends. |
| 0.389 | 0.685 |
|
| I can master basic movements such as walking, running and jumping better than my peers. |
| 0.234 | 0.512 |
|
| When it comes to long-distance running, I am better than most of my peers. | 0.380 |
| 0.802 |
|
| I am satisfied with my muscle strength | 0.363 |
| 0.698 |
|
| Compared with my peers, my body movements are not very coordinated. | 0.243 |
| 0.406 |
|
| I can stretch and rotate my body well. | 0.373 |
| 0.408 |
|
| I can run fast | 0.125 |
| 0.411 |
| Total Variance explained | 58.597 | |||
aCronbach’s alpha = 0.831.
bPP = physical performance.
cPF = physical fitness.
Factor structures of affective domain by exploratory factor analysis.
| Sign | Items | Estimated factor loadings | Commonality | ||
|---|---|---|---|---|---|
| MC | SR | MOR | |||
|
| Show tenacity and self-confidence after experiencing setbacks. |
| 0.333 | 0.161 | 0.793 |
|
| Full of confidence when learning sport skills. |
| 0.312 | 0.091 | 0.741 |
|
| Believe that you do better than others during exercise. |
| 0.286 | -0.025 | 0.702 |
|
| I am willing to try new sports. |
| 0.088 | 0.307 | 0.709 |
|
| I know what sports I am good at. |
| 0.366 | 0.018 | 0.676 |
|
| I often want to participate in physical activity. |
| 0.153 | 0.253 | 0.370 |
|
| Once the body is uncomfortable (fatigue, pain, nausea, etc.) during exercise, I can make adjustments in time. | 0.155 |
| 0.081 | 0.664 |
|
| I can control the bad emotions during exercise. | 0.286 |
| 0.115 | 0.722 |
|
| I can resolve my bad emotions through exercise. | 0.381 |
| 0.178 | 0.718 |
|
| Have a spirit of fair competition when participating in sports or games. | 0.438 | 0.313 |
| 0.740 |
|
| I will not blame, criticize, or abuse my teammates. | 0.471 | 0.243 |
| 0.653 |
|
| Have the spirit of teamwork when participating in sports or games. | 0.492 | 0.358 |
| 0.732 |
|
| Have a tenacious spirit when participating in sports activities or games. | 0.501 | 0.426 |
| 0.743 |
| Total Variance explained | 67.866 | ||||
aCronbach’s alpha = 0.908.
bMC = motivation and confidence.
cSR = self- regulation.
dMOR = moral.
Factor structures of knowledge and understanding by exploratory factor analysis.
| Sign | Items | Estimated factor loadings | Commonality | ||
|---|---|---|---|---|---|
| KSSR | BKS | KPAVP | |||
|
| Do not swim in dangerous waters. |
| 0.252 | 0.317 | 0.801 |
|
| Warm up before physical activity and relax after physical activity. |
| 0.256 | 0.391 | 0.787 |
|
| If I feel uncomfortable during physical activities, I will seek help from teachers, parents and doctors. |
| 0.366 | 0.372 | 0.763 |
|
| When learning difficult or dangerous techniques, I usually do it under the guidance of a teacher or coach. |
| 0.397 | 0.431 | 0.699 |
|
| When the air is bad, I usually avoid outdoor physical activities. |
| 0.212 | 0.492 | 0.556 |
|
| I know the names of many sports skill. | 0.306 |
| 0.394 | 0.815 |
|
| I am familiar with the rules of many sports. | 0.211 |
| 0.396 | 0.742 |
|
| I know the names of a lot of sports. | 0.409 |
| 0.458 | 0.727 |
|
| I try to avoid high-calorie foods. | 0.349 | 0.299 |
| 0.772 |
|
| I know how to improve physical activity. | 0.407 | 0.463 |
| 0.669 |
|
| I know the dangers of sedentary. | 0.411 | 0.500 |
| 0.649 |
| Total Variance explained | 72.545 | ||||
aCronbach’s alpha = 0.881.
bKSSR = knowledge of sports safety and risk.
cBKS = basic knowledge of sport.
dKPAVP = knowledge of physical activity value and promotion.
Factor structures of behavior of physical activity by exploratory factor analysis.
| Sign | Items | Estimated factor loadings | Commonality | |
|---|---|---|---|---|
| AC | PAL | |||
| D12 | Regardless of my relationship with the teacher, it does not affect my exercise and learning. | 0.896 | 0.249 | 0.827 |
|
| When I encounter difficulties in physical activity, I will not give up easily and seek solutions. |
| 0.339 | 0.789 |
|
| Regardless of whether my parents support me to actively participate in physical activities, I maintain my love for sports. |
| 0.214 | 0.772 |
|
| I often take the initiative to participate in physical activities. |
| 0.335 | 0.658 |
|
| I usually choose to travel on foot or by bike. |
| 0.420 | 0.632 |
|
| When sports facilities are insufficient, I can find a solution. |
| 0.491 | 0.611 |
|
| After changing coaches or teachers, adapt to their teaching methods faster than their peers. |
| 0.438 | 0.521 |
|
| Often create new rules of the game with my companions. |
| 0.455 | 0.517 |
|
| I participate in sports activities (including sports classes and extracurricular activities) and games no less than 5 times a week. | 0.456 |
| 0.670 |
|
| I spend more than 2 hours on the electronic screen every day. | -0.079 |
| 0.642 |
|
| Sports activities (including physical education classes and extracurricular activities) are not less than 1 hour per day. | 0.493 |
| 0.561 |
| Total Variance explained | 65.456 | |||
aCronbach’s alpha = 0.865.
bAC = adaptive capacity.
cPAL = physical activity level.
Fig 3The first-order of factor structure and standardized factor loading on self- assessment physical literacy items.
The first-order model fit of PLAQ.
| Fit indices | NC | RMSEA | GFI | IFI | TLI | CFI |
|---|---|---|---|---|---|---|
|
| 1.859 | 0.072 | 0.901 | 0.942 | 0.907 | 0.940 |
|
| <3 | <0.08 | >0.9 | >0.9 | >0.9 | >0.9 |
Composite reliability, convergent validity and discrimination validity index of the first-order model fit of PLAQ.
| Sub-questionnaire | Indicator | FL | CR | CV | Discrimination validity | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PP | PF | MC | SR | MOR | KSSR | BKS | KPAVP | AC | PAL | |||||
| PC | PP | 0.603–0.897 | 0.860 | 0.556 | 0.746 | |||||||||
| PF | 0.492–0.958 | 0.798 | 0.518 | 0.245 | 0.720 | |||||||||
| AD | MC | 0.514–0.918 | 0.895 | 0.595 | 0.375 | 0.384 | 0.771 | |||||||
| SR | 0.612–0.843 | 0.793 | 0.566 | 0.343 | 0.420 | 0.329 | 0.752 | |||||||
| MOR | 0.741–0.886 | 0.900 | 0.695 | 0.410 | 0.269 | 0.298 | 0.532 | 0.834 | ||||||
| KU | KSSR | 0.642–0.848 | 0.898 | 0.639 | 0.565 | 0.515 | 0.446 | 0.235 | 0.335 | 0.799 | ||||
| BKS | 0.746–0.878 | 0.848 | 0.652 | 0.487 | 0.472 | 0.369 | 0.348 | 0.368 | 0.537 | 0.808 | ||||
| KPAVP | 0.701–0.740 | 0.770 | 0.528 | 0.605 | 0.598 | 0.311 | 0.339 | 0.367 | 0.499 | 0.541 | 0.727 | |||
| BPA | AC | 0.657–0.890 | 0.923 | 0.601 | 0.605 | 0.621 | 0.478 | 0.402 | 0.426 | 0.516 | 0.499 | 0.554 | 0.775 | |
| PAL | 0.710–0.805 | 0.815 | 0.595 | 0.342 | 0.298 | 0.602 | 0.645 | 0.585 | 0.306 | 0.421 | 0.338 | 0.682 | 0.771 | |
**p<0.01.
# = .
aFL = Factor loading.
bCR = composite reliability.
cCV = convergent validity
Fig 4The second-order of factor structure and standardized factor loading on self- assessment physical literacy items.
The second -order model fit of PLAQ.
| Fitting index | NC | RMSEA | GFI | IFI | TLI | CFI |
|---|---|---|---|---|---|---|
|
| 1.215 | 0.049 | 0.918 | 0.963 | 0.950 | 0.962 |
|
| <3 | <0.08 | >0.9 | >0.9 | >0.9 | >0.9 |