| Literature DB >> 35083358 |
Alden R Weiner1, John R Durbin1, Susie R Lunardi2, Adam Y Li1, Theodore C Hannah1, Alexander J Schupper1, Jonathan S Gal3, Oranicha Jumreornvong1, Zachary Spiera1, Muhammad Ali1, Naoum Fares Marayati1, Alex Gometz2, Mark R Lovell4, Tanvir F Choudhri1.
Abstract
BACKGROUND: Previously studied risk factors for sports-related concussion in soccer players include sex, age, and player position. However, prior studies were limited in number, they reported conflicting results, and most did not assess initial concussion severity. PURPOSE/HYPOTHESIS: The purpose of this study was to conduct an in-depth analysis of soccer players across key demographic groups (sex, age, position) for both concussion incidence and severity. It was hypothesized that concussion incidence and severity would be higher among male players, players aged ≥17 years, and goalkeepers. STUDYEntities:
Keywords: age; concussion; gender; position; sex; soccer
Year: 2022 PMID: 35083358 PMCID: PMC8785311 DOI: 10.1177/23259671211059216
Source DB: PubMed Journal: Orthop J Sports Med ISSN: 2325-9671
Concussion Incidence and Severity Index by Sex
| Variable | Male | Female |
| Difference (95% CI) |
|---|---|---|---|---|
| Incidence, concussions per person-year | ||||
| Suspected concussions | 0.24 ± 0.58 | 0.31 ± 0.70 | .08 | 0.07 (–0.01 to 0.15) |
| ImPACT concussions | 0.04 ± 0.21 | 0.07 ± 0.35 |
| 0.03 (–0.01 to 0.07) |
| Severity index | ||||
| Suspected concussions | 1.89 ± 4.04 | 2.61 ± 4.17 | .17 | 0.72 (–0.32 to 1.76) |
| ImPACT concussions | 7.17 ± 5.73 | 7.30 ± 4.32 | .85 | 0.13 (–1.11 to 1.37) |
Data are shown as mean ± SD unless otherwise indicated. Bolded P value indicates statistically significant difference between male players and female players (P < .05, t test).
ImPACT concussions are defined by significant deviation from baseline scores on a postinjury ImPACT test.
Severity index indicates concussion severity on a postinjury ImPACT test as proxied by significant changes from baseline.
Incidence of Concussion and Severity Index by Age Group
| Variable | 12-14 Years | 15-16 Years | ≥17 Years | Estimated β Coefficient (95% CI) |
|
|---|---|---|---|---|---|
| Incidence, concussions per person-year | |||||
| Suspected concussions | 0.11 ± 0.42 | 0.28 ± 0.68 | 0.50 ± 0.78 | –0.134 | .061 |
| ImPACT concussions | 0.01 ± 0.11 | 0.04 ± 0.27 | 0.07 ± 0.35 | –0.035 | .316 |
| Severity index | |||||
| Suspected concussions | 1.85 ± 3.42 | 2.91 ± 4.6 | 1.73 ± 3.57 | –1.341 | .461 |
| ImPACT concussions | 7.74 ± 3.95 | 7.64 ± 4.70 | 6.31 ± 5.00 | –3.822 | .414 |
a Data are shown as mean ± SD unless otherwise indicated. Bolded P values indicate statistically significant difference between age groups as indicated (P < .05). Beta coefficients significantly different than zero indicate associations between age group and the dependent variable of interest. The age category of 15-16 years was chosen as the reference.
Calculated using weighted simple linear regression for concussion incidence and simple linear regression for severity index.
Age 12-14 vs 15-16 years.
Age ≥17 vs 15-16 years.
Incidence of Concussion and Severity Index by Player Position
| Variable | Goalkeepers | Defenders | Midfielders | Forwards | Estimated β Coefficient (95% CI) |
|
|---|---|---|---|---|---|---|
| Incidence, concussions per person-year | ||||||
| Suspected concussions | 0.30 ± 0.57 | 0.32 ± 0.60 | 0.33 ± 0.81 | 0.27 ± 0.63 | –0.033 | .572 |
| ImPACT concussions | 0.09 ± 0.26 | 0.06 ± 0.29 | 0.09 ± 0.41 | 0.03 ± 0.21 | –0.055 | .056 |
| Severity index | ||||||
| Suspected concussions | 4.14 ± 6.59 | 1.97 ± 3.48 | 2.8 ± 4.28 | 2.12 ± 4.29 | –1.106 | .128 |
| ImPACT concussions | 9.27 ± 7.12 | 6.49 ± 4.48 | 7.24 ± 4.16 | 9.15 ± 5.66 | –2.784 | .108 |
Data are shown as mean ± SD unless otherwise indicated. Bolded P value indicates statistically significant difference between player positions as indicated (P < .05). Beta coefficients significantly different from zero indicate associations between player position and the dependent variable of interest. The position of goalkeeper was chosen as the reference.
Calculated using weighted simple linear regression for concussion incidence and simple linear regression for severity index.
Defenders vs goalkeepers.
Midfielders vs goalkeepers.
Forwards vs goalkeepers.
Incidence of Concussion and Severity Index: Goalkeepers vs Non-Goalkeepers
| Variable | Goalkeepers | Non-Goalkeepers |
| Difference (95% CI) |
|---|---|---|---|---|
| Incidence, concussions per person-year | ||||
| Suspected concussions | 0.30 ± 0.57 | 0.31 ± 0.69 | .88 | 0.01 (–0.14 to 0.16) |
| ImPACT concussions | 0.09 ± 0.26 | 0.07 ± 0.33 | .54 | 0.02 (–0.05 to 0.09) |
| Severity index | ||||
| Suspected concussions | 4.14 ± 6.59 | 2.33 ± 3.95 | .20 | 1.81 (–0.03 to 3.65) |
| ImPACT concussions | 9.27 ± 7.12 | 7.17 ± 4.49 | .17 | 2.10 (0.03 to 4.17) |
Data are shown as mean ± SD unless otherwise indicated.
Multivariate Logistic Regression Analysis
| Variable | Suspected Concussions | ImPACT Concussions | Suspected Concussion Severity | ImPACT Concussion Severity |
|---|---|---|---|---|
| Sex | ||||
| Male (Ref) | — | — | — | — |
| Female | 1.150 (0.827-1.599) | 1.703 (0.902-3.213) | 1.183 (0.436-3.321) | 0.351 (0.079-1.569) |
| Age group, y | ||||
| 12-14 | 0.369 (0.087-1.568) | 0.779 (0.100-6.059) | <0.001 (<0.001->999.9) | <0.001 (<0.001->999.9) |
| 15-16 (Ref) | — | — | — | — |
| ≥17 | 1.351 (0.957-1.906) | 2.157 (1.159-4.017) | 0.192 (0.05-0.671) | 0.177 (0.038-0.833) |
| Position | ||||
| Goalkeepers (Ref) | — | — | — | — |
| Defenders | 1.151 (0.662-2.001) | 0.657 (0.281-1.538) | 0.744 (0.197-2.807) | 0.705 (0.127-3.917) |
| Midfielders | 0.923 (0.524-1.625) | 0.628 (0.266-1.486) | 0.476 (0.118-1.913) | 0.392 (0.062-2.464) |
| Forwards | 1.128 (0.630-2.019) | 0.312 (0.103-0.941) | 0.802 (0.171-3.761) | 1.564 (0.192-12.737) |
| Position | ||||
| Goalkeepers (Ref) | — | — | — | — |
| Non-goalkeepers | 1.017 (0.618-1.672) | 0.509 (0.242-1.071) | Not applicable | Not applicable |
Values are expressed as odds ratio (95% CI). Bolded P values indicate statistically significant difference compared with reference (Ref) variable (P < .05).
Multivariate logistic regression analysis was not conducted for concussion severity between goalkeepers and non-goalkeepers.