| Literature DB >> 29330738 |
Andrew J Gardner1,2, David R Howell3, Grant L Iverson4,5,6,7.
Abstract
BACKGROUND: Video review has been introduced in many professional sports worldwide to help recognize concussions. However, to date, there has been very little research on the accuracy of using video analysis to identify signs of concussion and the various combinations of observed signs.Entities:
Keywords: Concussion; Injury management; Return to play; Video analysis
Year: 2018 PMID: 29330738 PMCID: PMC5766475 DOI: 10.1186/s40798-017-0117-9
Source DB: PubMed Journal: Sports Med Open ISSN: 2198-9761
The total number of concussion signs observed during the event, comparing those who were/were not diagnosed with a concussion and those who did/did not return to play
| Total number of signs | Cohen’s d effect size | |||
|---|---|---|---|---|
| Medically diagnosed with concussion? | Yes | 3.4 (1.3) | .046 | 0.35 |
| No | 3.0 (0.9) | |||
| Returned to play during the game? | Yes | 2.9 (0.9) | .002 | 0.50 |
| No | 3.4 (1.2) |
Frequency, sensitivity, specificity, positive predictive value, and negative predictive value of the different combinations of signs demonstrated during the study period
| Combination of signs observed | Sensitivity (95% CI) | Specificity (95% CI) | Positive predictive value (95% CI) | Negative predictive value (95% CI) | |
|---|---|---|---|---|---|
| Clutch/shake head + slow to get up | 27 (17.3) | 0.20 (0.12–0.28) | 0.84 (0.80–0.90) | 0.44 (0.27–0.63) | 0.63 (0.59–0.67) |
| Clutch/shake head + slow to get up + vacant stare | 21 (13.5) | 0.13 (0.07–0.21) | 0.87 (0.82–0.91) | 0.38 (0.20–0.60) | 0.62 (0.59–0.65) |
| Clutch/shake head + slow to get up + gait ataxia | 17 (10.9) | 0.10 (0.04–0.17) | 0.89 (0.85–0.93) | 0.35 (0.31–0.46) | 0.61 (0.59–0.64) |
| Unresponsiveness + clutch/shake head + slow to get up + vacant stare + gait ataxia | 15 (9.6) | 0.10 (0.05–0.17) | 0.91 (0.87–0.95) | 0.40 (0.18–0.66) | 0.62 (0.59–0.65) |
| Unresponsiveness + slow to get up + vacant stare + gait ataxia | 14 (9.0) | 0.07 (0.02–0.13) | 0.90 (0.87–0.94) | 0.29 (0.10–0.57) | 0.61 (0.59–0.63) |
| Clutch/shake head + slow to get up + vacant stare + gait ataxia | 14 (9.0) | 0.07 (0.02–0.13) | 0.90 (0.87–0.94) | 0.29 (0.10–0.57) | 0.61 (0.59–0.63) |
| Slow to get up + vacant stare + gait ataxia | 12 (7.7) | 0.07 (0.02–0.13) | 0.92 (0.89–0.96) | 0.33 (0.12–0.64) | 0.61 (0.59–0.64) |
| Unresponsiveness + clutch/shake head + slow to get up + vacant stare | 9 (5.8) | 0.03 (0.01–0.09) | 0.93 (0.91–0.96) | 0.22 (0.04–0.59) | 0.61 (0.59–0.63) |
| Unresponsiveness + slow to get up + gait ataxia | 5 (3.2) | 0.02 (0.00–0.06) | 0.96 (0.95–0.98) | 0.20 (0.01–0.70) | 0.61 (0.60–0.63) |
| Slow to get up + vacant stare | 4 (2.6) | 0.02 (0.00–0.05) | 0.97 (0.96–0.99) | 0.25 (0.01–0.78) | 0.61 (0.61–0.63) |
| Clutch/shake head + gait ataxia | 3 (1.9) | 0.05 (0.02–0.05) | 1.00 (0.98–1.00) | 1.00 (0.31–1.00) | 0.63 (0.61–0.63) |
| Slow to get up + gait ataxia | 3 (1.9) | 0.02 (0.00–0.04) | 0.98 (0.97–1.00) | 0.33 (0.02–0.87) | 0.61 (0.61–0.63) |
| Unresponsiveness + seizure + clutch/shake head + slow to get up + vacant stare + gait ataxia | 3 (1.9) | 0.02 (0.00–0.04) | 0.98 (0.97–1.00) | 0.33 (0.02–0.87) | 0.61 (0.61–0.63) |
| Unresponsiveness + gait ataxia | 2 (1.3) | 0.02 (0.00–0.03) | 0.99 (0.98–1.00) | 0.50 (0.03–0.97) | 0.62 (0.61–0.62) |
| Unresponsiveness + slow to get up + vacant stare | 1 (0.6) | 0.00 (0.00–0.00) | 0.99 (0.99–1.00) | 0.00 (0.00–0.95) | 0.61 (0.61–0.62) |
| Unresponsiveness + clutch/shake head + slow to get up + gait ataxia | 1 (0.6) | 0.00 (0.00–0.00) | 0.99 (0.99–1.00) | 0.00 (0.00–0.95) | 0.61 (0.61–0.62) |
Note: There were five incidences where “slow to get up” was the only observed sign
Sensitivity, specificity, positive predictive value, and negative predictive value of the total number of observed signs (two or more, three or more, four or more) that led to the diagnosis of concussion
| 2 or more total observed signs | 3 or more total observed signs | 4 or more total observed signs | |
|---|---|---|---|
| Number of signs present, concussion present | 37 | 18 | 8 |
| Number of signs present, concussion absent | 75 | 38 | 10 |
| Number of signs absent, concussion present | 23 | 42 | 52 |
| Number of signs absent, concussion absent | 21 | 58 | 86 |
| Sensitivity (95% CI) | 0.62 (0.52–0.71) | 0.30 (0.21–0.40) | 0.13 (0.07–0.20) |
| Specificity (95% CI) | 0.22 (0.16–0.28) | 0.60 (0.55–0.67) | 0.90 (0.86–0.94) |
| Positive predictive value (95% CI) | 0.33 (0.28–0.38) | 0.32 (0.22–0.43) | 0.44 (0.23–0.68) |
| Negative predictive value (95% CI) | 0.48 (0.35–0.61) | 0.58 (0.52–0.64) | 0.62 (0.60–0.65) |
Comparisons of potential predictor variables for those who did and did not receive a diagnosis of concussion following the use of the CIR
| Predictor variable | Concussion diagnosis ( | No concussion diagnosis ( | |
|---|---|---|---|
| Observed sign: | |||
| Unresponsiveness or possible loss of consciousness* | 24 (40) | 26 (27) | .111 |
| Gait ataxia | 35 (58) | 52 (54) | .484 |
| Vacant stare* | 45 (75) | 48 (50) | .009 |
| Clutch or shake head* | 38 (63) | 72 (75) | .105 |
| Slow to get up | 60 (100) | 93 (97) | .285 |
| Seizure* | 3 (5) | 0 (0) | .055 |
| Injury characteristic: | |||
| Anticipated the oncoming hit* | 53 (88) | 73 (76) | .063 |
| Low tackle height | 11 (18) | 18 (19) | .888 |
| Athlete characteristics: mean (SD) | |||
| Age (years) | 26.2 (3.6) | 26.6 (3.6) | .487 |
| Injured athlete height (cm) | 186.2 (5.1) | 186.2 (5.3) | .975 |
| Injured athlete mass (kg) | 101.3 (8.5) | 100.8 (9.0) | .694 |
| Defenders involved in the tackle (number)* | 2.1 (0.9) | 2.3 (0.8) | .078 |
| Primary tackler height (cm) | 186.9 (5.1) | 186.1 (5.9) | .351 |
| Primary tackler mass (kg) | 102.5 (9.0) | 102.5 (10.9) | .965 |
*Potential predictor variables considered for inclusion in the logistic regression model (p < .20)
Results for the multivariable logistic regression analysis of the characteristics independently associated with a subsequent diagnosis of concussion
| 95% confidence interval for odds ratio | ||||||
|---|---|---|---|---|---|---|
| Predictors | β | Standard error | Wald | Odds ratioa | Lower bound | Upper bound |
| Unresponsiveness or loss of consciousness | − 0.271 | 0.415 | 0.426 | 0.763 | 0.339 | 1.719 |
| Vacant stare* | 1.090 | 0.438 | 6.199 | 2.974 | 1.261 | 7.012 |
| Clutch or shake head | 0.450 | 0.411 | 1.199 | 1.569 | 0.701 | 3.512 |
| Anticipated the oncoming hit* | 1.367 | 0.572 | 5.721 | 3.924 | 1.280 | 12.03 |
| Number of defenders involved in the tackle* | − 0.553 | 0.853 | 5.432 | 0.575 | 0.361 | 0.916 |
aaOR represents the difference in odds per point of the given variable
*95% confidence interval for odds ratio does not include 1