| Literature DB >> 36141571 |
Juan Carlos Argibay-González1, Christopher Vázquez-Estévez1, Alfonso Gutiérrez-Santiago1, Adrián Paramés-González1, Xoana Reguera-López-de-la-Osa2, Iván Prieto-Lage1.
Abstract
BACKGROUND: Injuries in professional football lead to reduced team performance and large financial losses. The aim of this study was to analyse injuries in the two best team competitions in the world (LaLiga and Premier League), establishing similarities and differences, as well as determining injury causation patterns.Entities:
Keywords: football; injury; pattern; video analysis
Mesh:
Year: 2022 PMID: 36141571 PMCID: PMC9517621 DOI: 10.3390/ijerph191811296
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Descriptive obtained values and the link between the categories.
| Criteria | Category | Subcategory | Spain | Intra-Criteria | England | Intra-Criteria | Inter-Criteria | ||
|---|---|---|---|---|---|---|---|---|---|
|
| % | χ2 ( |
| % | χ2 ( | χ2 ( | |||
|
| |||||||||
| Injury location | Head, face or neck | 6 | 4.2 | 182.634 (0.000) | 10 | 7.4 | 80.881 (0.000) | 13.075 (0.109); 0.212 | |
| Upper limb | 6 | 4.2 | 9 | 6.7 | |||||
| Trunk-back | 1 | 0.7 | 5 | 3.7 | |||||
| Lumbopelvis | 18 | 12.7 | 8 | 5.9 | |||||
| Thigh | 63 | 44.4 | 48 | 35.6 | |||||
| Knee | 19 | 13.4 | 18 | 13.3 | |||||
| Calf | 13 | 9.2 | 13 | 9.6 | |||||
| Ankle | 15 | 10.6 | 24 | 17.8 | |||||
| Foot | 1 | 0.7 | 10 | 7.4 | |||||
| Injured leg | Right leg injuries | 59 | 41.5 | 0.392 (0.531) a | 61 | 45.2 | 1.309 (0.253) a | 1.595 (0.207); 0.082 a | |
| Left leg injuries | 66 | 46.5 | 49 | 36.3 | |||||
| No leg injury | 17 | 12.0 | 25 | 18.5 | |||||
| Type of injury | SPRAIN | 28 | 19.7 | 70.508 (0.000) b | 28 | 20.7 | 4.812 (0.186) b | 16.087 (0.001); 0.249 b | |
| Ankle sprain | 5 | 3.5 | 9 | 6.7 | |||||
| Knee sprain | 13 | 9.2 | 16 | 11.9 | |||||
| Acromioclavicular sprain | 2 | 1.4 | - | - | |||||
| Cruciate ligament rupture | 8 | 5.6 | 3 | 2.2 | |||||
| STRAIN | 71 | 50.0 | 39 | 28.9 | |||||
| Hamstring fibrillar rupture | 42 | 29.6 | 32 | 23.7 | |||||
| Quadricep fibrillar rupture | 9 | 6.3 | - | - | |||||
| Soleus-gastrocnemius fibrillar rupture | 9 | 6.3 | - | - | |||||
| Adductor fibrillar rupture | 11 | 7.7 | 7 | 5.2 | |||||
| CONTUSION | 13 | 9.2 | 27 | 20.0 | |||||
| Head, face or neck contusion | 2 | 1.4 | 3 | 2.2 | |||||
| Upper extremity contusion | - | - | 3 | 2.2 | |||||
| Trunk-back contusion | 1 | 0.7 | 5 | 3.7 | |||||
| Lower extremity contusion | 10 | 7.0 | 16 | 11.9 | |||||
| FRACTURE | 5 | 3.5 | 4 | 3.0 | |||||
| Head, face or neck fracture | 2 | 1.4 | 2 | 1.5 | |||||
| Upper extremity fracture | 2 | 1.4 | 1 | 0.7 | |||||
| Lower extremity fracture | 1 | 0.7 | 1 | 0.7 | |||||
| DISLOCATION | 2 | 1.4 | 5 | 3.7 | |||||
| Upper extremity dislocation | 2 | 1.4 | 5 | 3.7 | |||||
| OVERUSE | 14 | 9.9 | 23 | 17.0 | |||||
| Hamstring overuse | 7 | 4.9 | 12 | 8.9 | |||||
| Adductor overuse | 3 | 2.1 | - | - | |||||
| Quadriceps overuse | 2 | 1.4 | 2 | 1.5 | |||||
| Gastrocnemius overuse | 2 | 1.4 | 9 | 6.7 | |||||
| CONCUSSION | 1 | 0.7 | 5 | 3.7 | |||||
| OTHERS (wound, etc.) | 8 | 5.6 | 4 | 3.0 | |||||
| Not categorized injuries | 7 | 4.9 | - | - | |||||
| Meniscus Tear | 1 | 0.7 | 2 | 1.5 | |||||
| Achilles tendon rupture | - | - | 2 | 1.5 | |||||
|
| |||||||||
| Age | <21 years | 1 | 0.7 | 17.149 (0.000) a | 2 | 1.5 | 25.549 (0.000) a | 9.038 (0.011); 0.179 a | |
| 21–25 years | 28 | 19.7 | 40 | 29.6 | |||||
| 26–30 years | 68 | 47.9 | 70 | 51.9 | |||||
| >30 years | 45 | 31.7 | 23 | 17.0 | |||||
| Position | Goalkeeper | 2 | 1.4 | 27.829 (0.000) a | 1 | 0.7 | 1.806 (0.405) a | 6.729 (0.035); 0.155 a | |
| Defender | 76 | 53.5 | 52 | 38.5 | |||||
| Midfielder | 30 | 21.1 | 41 | 30.4 | |||||
| Forward | 34 | 23.9 | 41 | 30.4 | |||||
| Player laterality | Right footed | 100 | 70.4 | 28.971 (0.000) a | 95 | 70.4 | 33.800 (0.000) a | 0.311 (0.577); 0.034 a | |
| Left footed | 37 | 26.1 | 30 | 22.2 | |||||
| Ambidextrous | 5 | 3.5 | 10 | 7.4 | |||||
|
| |||||||||
| Moment in the season | Days 1–19 | 74 | 52.1 | 0.254 (0.615) | 101 | 74.8 | 33.252 (0.000) | 15.332 (0.000); 0.229 | |
| Days 20–38 | 68 | 47.9 | 34 | 25.2 | |||||
| Month | August | 4 | 2.8 | 18.704 (0.028) | 18 | 13.3 | 82.111 (0.000) | 37.047 (0.000); 0.343 | |
| September | 13 | 9.2 | 12 | 8.9 | |||||
| October | 19 | 13.4 | 17 | 12.6 | |||||
| November | 14 | 9.9 | 18 | 13.3 | |||||
| December | 19 | 13.4 | 40 | 29.6 | |||||
| January | 11 | 7.7 | 5 | 3.7 | |||||
| February | 13 | 9.2 | 6 | 4.4 | |||||
| March | 12 | 8.5 | 4 | 3.0 | |||||
| April | 24 | 16.9 | 13 | 9.6 | |||||
| May | 13 | 9.2 | 2 | 1.5 | |||||
| Stadium | Local | 72 | 50.7 | 0.028 (0.867) | 68 | 50.4 | 0.007 (0.931) | 0.003 (0.956); 0.003 | |
| Visitor | 70 | 49.3 | 67 | 49.6 | |||||
| Time | 1st half: 0′–45′ | 81 | 57.0 | 2.817 (0.093) | 53 | 39.3 | 6.230 (0.013) | 8.763 (0.003); 0.175 | |
| 0′–15′ | 29 | 20.4 | 6 | 4.4 | |||||
| 16′–30′ | 23 | 16.2 | 19 | 14.1 | |||||
| 31′–45′ + added time | 29 | 20.4 | 28 | 20.7 | |||||
| 2nd half: 46′–90′ | 61 | 43.0 | 82 | 60.7 | |||||
| 46′–60′ | 26 | 18.3 | 20 | 14.8 | |||||
| 61′–75′ | 18 | 12.7 | 34 | 25.2 | |||||
| 76′–90′ + added time | 17 | 12.0 | 28 | 20.7 | |||||
| Zone | Defensive zone | 77 | 54.2 | 1.014 (0.314) | 69 | 51.1 | 0.067 (0.796) | 0.269 (0.604); 0.031 | |
| Zone 1 | 27 | 19.0 | 16 | 11.9 | |||||
| Zone 2 | 21 | 14.8 | 20 | 14.8 | |||||
| Zone 3 | 14 | 9.9 | 12 | 8.9 | |||||
| Zone 4 | 15 | 10.6 | 22 | 16.3 | |||||
| Offensive zone | 65 | 45.8 | 66 | 48.9 | |||||
| Zone 5 | 16 | 11.3 | 13 | 9.6 | |||||
| Zone 6 | 17 | 12.0 | 18 | 13.3 | |||||
| Zone 7 | 17 | 12.0 | 16 | 11.9 | |||||
| Zone 8 | 15 | 10.6 | 18 | 13.3 | |||||
| Total accumulated | 0′–500′ | 30 | 21.1 | 19.690 (0.000) | 45 | 33.3 | 6.600 (0.086) | 18.496 (0.000); 0.250 | |
| 501′–1000′ | 30 | 21.1 | 33 | 24.4 | |||||
| 1001′–1500′ | 24 | 16.9 | 33 | 24.4 | |||||
| >1500′ | 58 | 40.8 | 24 | 17.8 | |||||
| Accumulated minutes | 0′–200′ | 64 | 45.1 | 39.014 (0.000) | 91 | 67.4 | 136.141 (0.000) | 17.887 (0.000); 0.246 | |
| 201′ –400′ | 40 | 28.2 | 26 | 19.3 | |||||
| 401′–600′ | 21 | 14.8 | 5 | 3.7 | |||||
| >600′ | 17 | 12.0 | 13 | 9.6 | |||||
|
| |||||||||
| Causative agent of | Alone | 99 | 69.7 | 26.087 (0.000) a | 77 | 57.0 | 4.038 (0.044) a | 4.991 (0.025); 0.135 a | |
| Opponent | 39 | 27.5 | 54 | 40.0 | |||||
| Partner | 4 | 2.8 | 4 | 3.0 | |||||
| How the injury is caused | Sprint | 41 | 28.9 | 118.915 (0.000) | 25 | 18.5 | 63.667 (0.000) | 16.635 (0.164); 0.238 | |
| Dribbling | 4 | 2.8 | 3 | 2.2 | |||||
| Sliding | 4 | 2.8 | 4 | 3.0 | |||||
| Turning | 11 | 7.7 | 5 | 3.7 | |||||
| Tackled by other | 13 | 9.2 | 21 | 15.6 | |||||
| Shooting | 17 | 12.0 | 17 | 12.6 | |||||
| Falling | 6 | 4.2 | 2 | 1.5 | |||||
| Hit by ball | 2 | 1.4 | - | - | |||||
| Tackling other player | 18 | 12.7 | 20 | 14.8 | |||||
| Stretching | 6 | 4.2 | 5 | 3.7 | |||||
| Collision | 10 | 7.0 | 16 | 11.9 | |||||
| Kicked by other | 3 | 2.1 | 9 | 6.7 | |||||
| Unknown | 7 | 4.9 | 8 | 5.9 | |||||
Note: Coef: contingency coefficient. a: For this analysis, the category with the lowest value for each criterion was discarded. b: This analysis was carried out only for the four most frequent injuries (strain, sprain, contusion and overuse). c: This variable takes into account the accumulated minutes of all competitions played during the season.
Figure 1Field zones.
Analysis of injuries by age and position.
| Spain (LaLiga) | England (Premier League) | ||||||||
|---|---|---|---|---|---|---|---|---|---|
|
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|
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|
|
| |
| Players ( | 74 | 142 | 107 | 8 | 55 | 166 | 104 | 11 | |
| Players (%) | 22.4 | 42.9 | 32.3 | 2.4 | 16.4 | 49.3 | 31.0 | 3.3 | |
| Injured players ( | 45 | 68 | 28 | 1 | 23 | 70 | 40 | 2 | |
| Injured players (%) | 31.7 | 47.9 | 19.7 | 0.7 | 17.0 | 51.9 | 29.6 | 1.5 | |
| Difference (%) | +9.3 | +5.0 | −12.6 | −1.7 | +0.6 | +2.6 | −1.4 | −1.8 | |
|
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| |
| Players ( | 34 | 134 | 92 | 105 | 26 | 139 | 105 | 92 | |
| Players (%) | 9.3 | 36.7 | 25.2 | 28.8 | 7.2 | 38.4 | 29.0 | 25.4 | |
| Injured players ( | 2 | 76 | 30 | 34.0 | 1 | 52 | 41 | 41 | |
| Injured players (%) | 1.4 | 53.5 | 21.2 | 23.9 | 0.7 | 38.5 | 30.4 | 30.4 | |
| Difference (%) | −7.9 | +16.8 | −4.0 | −4.9 | −6.5 | +0.1 | +1.4 | +5.0 | |
Note: Gk: goalkeeper; Def: defender; Mid: midfielder; For: forward.
Analysis of injuries by club.
| Ranking | Club | Points | Injuries ( | Club | Points | Injuries ( |
|---|---|---|---|---|---|---|
| 1 | Barcelona | 87 | 9 | Manchester City | 98 | 5 |
| 2 | Atlético de Madrid | 76 | 10 | Liverpool | 97 | 8 |
| 3 | Real Madrid | 68 | 11 | Chelsea | 72 | 8 |
| 4 | Valencia | 61 | 10 | Tottenham Hotspur | 71 | 9 |
| 5 | Getafe | 59 | 4 | Arsenal | 70 | 12 |
| 6 | Sevilla | 59 | 7 | Manchester United | 66 | 10 |
| 7 | Espanyol | 53 | 9 | Wolverhampton W. | 57 | 5 |
| 8 | Athletic Club | 53 | 7 | Everton | 54 | 4 |
| 9 | Real Sociedad | 50 | 14 | Leicester City | 52 | 3 |
| 10 | Real Betis | 50 | 8 | West Ham United | 52 | 7 |
| 11 | Deportivo Alavés | 50 | 6 | Watford | 50 | 4 |
| 12 | Eibar | 47 | 8 | Crystal Palace | 49 | 1 |
| 13 | Leganés | 45 | 4 | Newcastle United | 45 | 8 |
| 14 | Villarreal | 44 | 5 | Bournemouth | 45 | 0 |
| 15 | Levante | 44 | 9 | Burnley | 40 | 4 |
| 16 | Real Valladolid | 41 | 5 | Southampton | 39 | 9 |
| 17 | Celta de Vigo | 41 | 3 | Brighton & Hove Albion | 36 | 10 |
| 18 | Girona | 37 | 6 | Cardiff City | 34 | 11 |
| 19 | Huesca | 33 | 6 | Fulham | 26 | 7 |
| 20 | Rayo Vallecano | 32 | 2 | Huddersfield Town | 16 | 3 |
Analysis of the selective search for T-Patterns.
| Description of T-Patterns with Five Occurrences | LaLiga | Premier |
|---|---|---|
| N | N | |
| Total T-Patterns detected | 12,686 | 10,818 |
| Non-useful T-Patterns (do not meet selection criterion) | 11,655 (91.9%) | 10,414 (96.3%) |
| T-Patterns not excluded | 1031 (8.1%) | 404 (3.7%) |
| T-Patterns with strain, sprain, contusion or overuse | 4256 | 2254 |
| T-Patterns with defender, midfielder or forward | 3711 | 2761 |
| T-Patterns with defender and strain | 779 | 104 |
| T-Patterns with defender and sprain | 26 | 98 |
| T-Patterns with defender and contusion | 11 | 32 |
| T-Patterns with defender and overuse | 18 | 0 |
| T-Patterns with midfielder and strain | 121 | 9 |
| T-Patterns with midfielder and sprain | 7 | 6 |
| T-Patterns with midfielder and contusion | 0 | 17 |
| T-Patterns with midfielder and overuse | 0 | 62 |
| T-Patterns with forward and strain | 45 | 58 |
| T-Patterns with forward and sprain | 24 | 13 |
| T-Patterns with forward and contusion | 0 | 2 |
| T-Patterns with forward and overuse | 0 | 3 |
T-Patterns according to league, position (defender, midfielder and forward) and the most frequent injury (strain, sprain, contusion and overuse).
| Basic T-Pattern | O | Explanatory T-Pattern | O | L |
|---|---|---|---|---|
|
| ||||
| Defender–strain * | 38 | ((defender (thigh strain))(hamstringfr (alone sprint))) | 14 | 6 |
| ((defender (thigh strain))(hamstringfr alone)) | 23 | 5 | ||
| * (18) years26_30; (14) more30 years; (21) firsthalf; (18) tam_more1500; | ||||
| Defender–sprain * | 11 | (((days1_19 firsthalf)(defender sprain)) opponent) | 5 | 5 |
| ((defender (knee sprain)) cruciateligrupt) | 5 | 4 | ||
| * (8) opponent; (5) tacklingother; (5) tam_more1500; (9) firsthalf; (6) knee | ||||
| Defender–contusion | 8 | (((days20_38 firsthalf)(defender contusion)) tam_more1500) | 5 | 5 |
| (defender (contusion opponent)) | 6 | 3 | ||
| Defender–overuse | 9 | ((((secondhalf defensivezone)(defender thigh))(rightfooted overuse))(hamstringoveruse alone)) | 5 | 8 |
| ((secondhalf (defensivezone defender))(leftleg (overuse alone))) | 6 | 6 | ||
| * (7) leftleg; (8) secondhalf; (8) alone; (7) thigh | ||||
| Midfielder–strain * | 18 | (((days1_19 firsthalf)(more30 years midfielder))(thigh (strain alone))) | 6 | 7 |
| (((firsthalf more30 years)(midfielder thigh)) strain) | 7 | 5 | ||
| (((firsthalf midfielder)(strain alone)) amar_0_200) | 7 | 5 | ||
| (midfielder (strain (alone sprint))) | 9 | 4 | ||
| * (8) more30 years; (16) alone; (12) firsthalf; (11) days1_19; (8) amar_0_200 | ||||
| Midfielder–sprain * | 7 | ((days1_19 offensivezone)(midfielder sprain)) | 5 | 4 |
| * (5) secondhalf; (5) opponent; (6) local; (6) days1_19 | ||||
| Midfielder–contusion | 0 | |||
| Midfielder–overuse | 0 | |||
| Forward–strain * | 13 | (offensivezone (((years26_30 forward)(thigh rightfooted))(strain (hamstringfr alone)))) | 5 | 8 |
| (((offensivezone forward)(thigh strain))(hamstringfr (alone amar_0_200))) | 7 | 7 | ||
| ((forward thigh)(strain hamstringfr)) | 9 | 4 | ||
| * (8) days1_19; (8) years26_30; (10) offensivezone; (5) october; (10) firsthalf; (7) thigh; (9) hamstringfibrillarruptu; (8) amar_0_200 | ||||
| Forward–sprain * | 10 | (days20_38 ((forward ankle)(sprain anklesprain))) | 5 | 5 |
| * (8) alone; (7) secondhalf; (6) anklesprain | ||||
| Forward–contusion | 0 | |||
| Forward–overuse | 0 | |||
|
| ||||
| Defender–strain * | 16 | ((days1_19 defender) (thigh((rightfooted(strainhamstringfibrillarruptu)) (alone amar_0_200)))) | 10 | 8 |
| * (9) secondhalf; (11) 26_30 years; (9) rightleg; (15) alone | ||||
| Defender–sprain * | 13 | ((defender leftleg) (sprain opponent)) | 8 | 4 |
| * (10) days1_19; (9) knee; (10) leftleg; (10) opponent; | ||||
| Defender–contusion | 11 | (days1_19 ((defender contusion)(opponent amar_0_200))) | 8 | 5 |
| Defender–overuse | 0 | |||
| Midfielder–strain * | 8 | ((days20_38 midfielder)((thigh (strain hamstringfibrillarruptu)) alone)) | 5 | 6 |
| * (6) leftleg; (5) 26_30 years; (5) offensivezone; (6) secondhalf; (6) hamstringfibrillarruptu | ||||
| Midfielder–sprain * | 7 | ((days1_19 (26_30 years ((midfielder ankle)(rightleg sprain)))) anklesprain) | 5 | 7 |
| ((days1_19 midfielder)(sprain amar_0_200)) | 6 | 4 | ||
| * (5) opponent; (6) anklesprain; (6) rightleg | ||||
| Midfielder–contusion * | 10 | (secondhalf ((midfielder contusion)(lowerextremitycontusion opponent))) | 7 | 5 |
| * (10) opponent; (9) secondhalf; (8) lowerextremitycontusion | ||||
| Midfielder–overuse * | 13 | ((days1_19 secondhalf)((midfielder overuse)(soleusgastrocnemoveruse (alone amar_0_200)))) | 6 | 7 |
| (secondhalf ((midfielder overuse)(soleusgastrocnemoveruse alone))) | 7 | 5 | ||
| ((days1_19 secondhalf)((midfielder overuse)(alone amar_0_200))) | 7 | 6 | ||
| * (10) secondhalf; (9) days1_19; (7) 21_25 years; (8) amar_0_200 | ||||
| Forward–strain * | 14 | (offensivezone (forward ((thigh (strain hamstringfibrillarruptu)) alone))) | 10 | 6 |
| * (8) days1_19; (5) december; (7) sprint; (5) tam_1001_1500; (12) hamstringfibrillarruptu; (8) secondhalf | ||||
| Forward–sprain * | 8 | (secondhalf ((forward (ankle (sprain anklesprain))) amar_0_200)) | 6 | 6 |
| * (6) visitior; (6) rightleg; (7) secondhalf; (5) days20_38; (5) opponent | ||||
| Forward–contusion | 6 | ((offensivezone forward)(contusion opponent)) | 6 | 4 |
| Forward–overuse | 6 | ((offensivezone forward)(thigh (overuse alone))) | 5 | 5 |
| (days1_19 ((offensivezone forward)(overuse alone))) | 5 | 5 |
Note: TAM: total accumulated minutes; AMAR: accumulated minutes after resting. * Occurrence of the indicated category combined with the basic T-Pattern. O: occurrence; L: length.