| Literature DB >> 35886678 |
Jesús Muñoz-Jiménez1, Luisa Gámez-Calvo1, Daniel Rojas-Valverde2,3, Kiko León1, José M Gamonales1,4.
Abstract
Five-a-side football for blind people is the only adapted football modality present at the Paralympic games. Fa5 is a collaborative-opposition sport in which its participants play with no vision, which causes numerous impacts. At the London 2012 Paralympic Games, it was the sport with the highest incidence of sports injuries. The main objective of this work is to analyse the association between pain perception; spatio-temporal, mechanical, and metabolic workload with injuries; and wellness in players during an international Fa5 competition. The following variables, monitored during an International Fa5 Tournament, were analysed: general well-being, perception of pain and injuries, and the spatio-temporal and metabolic workload. The results show that the incidence of injuries increases as the tournament progresses, where injured players reported greater muscle pain and stress before the matches started. Besides, the players' internal and external load did not explain the incidence of injury. Still, the values obtained in the wellness questionnaire, the perception of pain, and stress suggested they contributed to the incidence of injury.Entities:
Keywords: 5-a-side football; injuries; load indexes; pain perception; sport technology
Mesh:
Year: 2022 PMID: 35886678 PMCID: PMC9317920 DOI: 10.3390/ijerph19148827
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Descriptive analysis of the sample.
| ID | Height (cm) | Weight (kg) | Body Mass Index | Position | Playing Time by Match | |||
|---|---|---|---|---|---|---|---|---|
| 1st Match | 2nd Match | 3rd Match | Total | |||||
| 1 | 186.00 | 78.50 | 21.10 | Goalkeeper | 0:30:00 | 0:30:00 | 0:30:00 | 1:30:00 |
| 2 | 175.00 | 71.00 | 20.28 | Goalkeeper | 0:30:00 | 0:30:00 | 0:30:00 | 1:30:00 |
| 3 | 163.00 | 59.60 | 18.28 | Forward | 0:45:01 | 0:47:01 | 0:31:01 | 2:03:03 |
| 4 | 180.00 | 80.60 | 22.39 | Defender | 0:14:59 | 0:14:59 | 0:29:00 | 0:58:58 |
| 5 | 179.00 | 72.00 | 20.11 | Defender | 0:24:16 | 0:29:16 | 0:24:20 | 1:17:52 |
| 6 | 172.00 | 69.00 | 20.05 | Defender | 0:15:40 | 0:13:40 | 0:35:40 | 1:05:00 |
| 7 | 187.00 | 80.00 | 21.39 | Forward | 0:44:20 | 0:44:20 | 0:34:20 | 2:03:00 |
| 8 | 187.00 | 80.00 | 21.39 | Forward | 0:35:55 | 0:30:55 | 0:25:55 | 1:32:45 |
| 9 | 179.00 | 72.00 | 20.11 | Forward | 0:39:44 | 0:31:44 | 0:31:44 | 1:43:12 |
| 10 | 176.00 | 66.00 | 18.75 | Forward | 0:26:05 | 0:29:05 | 0:28:15 | 1:23:25 |
Incidence and injury type by match.
| Player ID | 1st Match | 2nd Match | 3rd Match | |||
|---|---|---|---|---|---|---|
| Location | Type | Location | Type | Location | Type | |
| 1 | - | - | - | - | - | - |
| 2 | - | - | - | - | Right leg | Strain |
| 3 | - | - | Left leg | Strain | Torso | Contusion |
| 4 | - | - | Torso | Contusion | Right leg | Contusion |
| 5 | - | - | Torso | Contusion | Torso | Contusion |
| 6 | - | - | Torso | Contusion | Left leg | Contusion |
| 7 | - | - | - | - | Torso | Contusion |
| 8 | - | - | - | - | Torso | Contusion |
| 9 | - | - | - | - | Torso | Contusion |
| 10 | - | - | - | - | Torso | Contusion |
Raw data of wellness scores by match and injury incidence.
| Variable | Injury Incidence | 1st Match | 2nd Match | 3rd Match | FMatch-effect
| |
|---|---|---|---|---|---|---|
| Fatigue | Non-injured (n = 16) | 3.10 ± 0.32 | 3.20 ± 0.45 | 3.00 ± 0.00 | 0.88 (0.43) | 0 (trivial) |
| Injured (n = 14) | 0.00 ± 0.00 | 3.20 ± 0.84 | 2.33 ± 1.12 | |||
| FInjury-effect ( | 0.51 (0.48) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 0.51 (0.48) | 0 (trivial) | |||
| Sleep quality | Non-injured (n = 16) | 3.20 ± 1.23 | 3.00 ± 1.23 | 4.00 ± 0.00 | 0.11 (0.89) | 0 (trivial) |
| Injured (n = 14) | 0.00 ± 0.00 | 3.20 ± 1.10 | 2.78 ± 1.10 | |||
| FInjury-effect ( | 0.51 (0.48) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 0.99 (0.33) | 0 (trivial) | |||
| Muscle | Non-injured (n = 16) | 3.90 ± 1.29 | 4.00 ± 1.00 | 5.00 ± 0.00 | 0.28 (0.76) | 0 (trivial) |
| Injured (n = 14) | 0.00 ± 0.00 | 3.40 ± 0.90 | 2.67 ± 1.66 | |||
| FInjury-effect ( | 3.23 (0.08) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0.14 (large) | 1.13 (0.30) | 0 (trivial) | |||
| Stress | Non-injured (n = 16) | 3.50 ± 0.71 | 3.60 ± 0.55 | 5.00 ± 0.00 | 2.58 (0.1) | 0.06 (small) |
| Injured (n = 14) | 0.00 ± 0.00 | 2.80 ± 0.45 | 3.11 ± 0.78 | |||
| FInjury-effect ( | 10.50 (<0.01) | FInteraction( | ωp2 (rating) | |||
| ωp2 (rating) | 0.40 (large) | 1.73 (0.20) | 0.03 (small) | |||
| Mood | Non-injured (n = 16) | 4.30 ± 0.48 | 4.60 ± 0.55 | 5.00 ± 0.00 | 1.57 (0.23) | 0.02 (small) |
| Injured (n = 14) | 0.00 ± 0.00 | 4.80 ± 0.45 | 4.89 ± 0.33 | |||
| FInjury-effect ( | 0.03 (0.87) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 0.32 (0.58) | 0 (trivial) | |||
Note: Raw data were presented as a reference, but results of Z-scores were analysed.
Raw data of spatio-temporal workload variables by match and injury incidence.
| Variable | Injury Incidence | 1st Match | 2nd Match | 3rd Match | FMatch-effect ( | |
|---|---|---|---|---|---|---|
| Distance (m/min) | Non-injured | 44.08 ± 22.74 | 40.61 ± 27.29 | 51.27 ± 0.00 | 0.87 (0.43) | 0 (trivial) |
| Injured | 0.00 ± 0.00 | 30.67 ± 17.19 | 50.15 ± 14.16 | |||
| FInjury-effect ( | 0.19 (0.66) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 0.12 (0.73) | 0 (trivial) | |||
| Distance | Non-injured | 5.35 ± 4.06 | 5.07 ± 2.95 | 4.88 ± 0.00 | 0.63 (0.54) | 0 (trivial) |
| Injured | 0.00 ± 0.00 | 2.82 ± 3.30 | 6.35 ± 1.92 | |||
| FInjury-effect ( | 0.04 (0.84) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 1 (0.35) | 0 (trivial) | |||
| SpeedMax (km/h) | Non-injured | 16.27 ± 4.56 | 15.34 ± 4.67 | 14.46 ± 0.00 | 0.15 (0.86) | 0 (trivial) |
| Injured | 0.00 ± 0.00 | 16.02 ± 5.67 | 17.02 ± 4.31 | |||
| FInjury-effect ( | 0.32 (0.58) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 0.11 (0.75) | 0 (trivial) | |||
| SpeedAvg (km/h) | Non-injured | 3.17 ± 0.85 | 3.08 ± 0.79 | 2.61 ± 0.00 | 0.36 (0.70) | 0 (trivial) |
| Injured | 0.00 ± 0.00 | 2.99 ± 0.82 | 3.61 ± 0.76 | |||
| FInjury-effect ( | 0.86 (0.36) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 1.19 (0.29) | 0 (trivial) | |||
Note: Raw data were presented as a reference, but results of Z-scores were analysed.
Raw data of mechanical workload variables by match and injury incidence.
| Variable | Injury Incidence | 1st Match | 2nd Match | 3rd Match | FMatch-effect
| |
|---|---|---|---|---|---|---|
| Accelerations (n/min) | Non-injured | 36.26 ± 8.08 | 65.39 ± 18.52 | 39.94 ± 0.00 | 18.81 (<0.01) | 0.56 (large) |
| Injured | 0.00 ± 0.00 | 72.68 ± 20.58 | 39.63 ± 4.32 | |||
| FInjury-effect ( | 0.21 (0.65) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 0.25 (0.62) | 0 (trivial) | |||
| Decelerations (n/min) | Non-injured | 36.24 ± 8.02 | 65.52 ± 18.64 | 39.97 ± 0.00 | 18.62 (<0.01) | 0.56 (large) |
| Injured | 0.00 ± 0.00 | 72.59 ± 20.77 | 39.63 ± 4.32 | |||
| FInjury-effect ( | 0.19 (0.66) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 0.24 (0.63) | 0 (trivial) | |||
| Impacts | Non-injured | 20.57 ± 11.31 | 17.39 ± 9.78 | 5.53 ± 0.00 | 0.92 (0.41) | 0 (trivial) |
| Injured | 0.00 ± 0.00 | 12.53 ± 7.28 | 23.07 ± 15.03 | |||
| FInjury-effect ( | 0.75 (0.39) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 2.34 (0.14) | ||||
| Steps (n/min) | Non-injured | 39.70 ± 17.80 | 25.77 ± 9.85 | 41.02 ± 0.00 | 3.82 (0.04) | 0.09 (moderate) |
| Injured | 0.00 ± 0.00 | 24.54 ± 13.75 | 43.67 ± 9.49 | |||
| FInjury-effect ( | 0 (0.99) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 0.09 (0.77) | 0 (trivial) | |||
| Player Load (a.u./min) | Non-injured | 0.54 ± 0.21 | 0.59 ± 0.15 | 0.58± 0.00 | 0.13 (0.88) | 0 (trivial) |
| Injured | 0.00 ± 0.00 | 0.50 ± 0.18 | 0.62 ± 0.19 | |||
| FInjury-effect ( | 0.06 (0.81) | FInteraction ( | ωp2 (rating) | |||
| ωp2 (rating) | 0 (trivial) | 0.34 (0.57) | 0 (trivial) | |||
Note: Raw data were presented as a reference, but results of Z-scores were analysed.
Figure 1Principal components analysis clustering representation of (a) spatio-temporal and (b) mechanical workload variables. TV: total variance, VE: variance explained, PC: principal component.