| Literature DB >> 27747755 |
Jennifer C Reneker1,2, Vinay Cheruvu3, Jingzhen Yang4, Chad E Cook5, Mark A James3, M Clay Moughiman6, Joseph A Congeni7.
Abstract
BACKGROUND: Dizziness is often reported after a sports-related concussion. Forces experienced at the time of the concussion can cause an injury to multiple anatomical areas, including the central nervous system, the vestibular system, and the cervical spine, each of which is sufficient to cause dizziness. Medical professionals routinely use the subjective history to develop hypotheses about what may be causing a patient's dizziness. No previous studies have attempted to differentiate the source of the dizziness through precise patient descriptors or the triggers of dizziness.Entities:
Year: 2015 PMID: 27747755 PMCID: PMC5005635 DOI: 10.1186/s40621-015-0055-2
Source DB: PubMed Journal: Inj Epidemiol ISSN: 2197-1714
Descriptive statistics of the sample (n = 86)
| Variables | Mean (SD) | Range |
|---|---|---|
| Age in years | 15.1 (1.6) | 12.2–19.6 |
| Number of days between the date of concussion and assessment | 8.8 (10.7) Median = 6 | 1–89 |
| Frequency | Percent | |
| Sex (male) | 52 | 60 |
| History of ADHD | 8 | 9 |
| Previously diagnosed with a concussion | 27 | 31 |
| Number of previously diagnosed concussions | ||
| 1 | 19 | 22 |
| 2 | 8 | 9 |
| Sport where concussion was sustaineda | ||
| Football | 32 | 38 |
| Soccer | 12 | 14 |
| Baseball/softball | 1 | 1 |
| Hockey | 1 | 1 |
| Cheerleading | 3 | 4 |
| Basketball | 14 | 16 |
| Lacrosse | 1 | 1 |
| Volleyball | 2 | 2 |
| Wrestling | 4 | 5 |
| Swimming | 2 | 2 |
| Rugby | 1 | 1 |
| Other sport activity | 12 | 14 |
aOne not reported
Frequency of dizziness descriptor and probability of endorsement of each item given latent class membership
| Probability of “yes” response given latent class (SE) | ||||
|---|---|---|---|---|
| Question asked of the participants | Yes, | High symptoms | Medium symptoms | Low symptoms |
| Are you dizzy? | 54 (63) | .99 (02) | .63 (.08) | .27 (.10) |
| Do you feel like the room is spinning? | 5 (6) | – | – | – |
| Do you feel like stationary objects are moving? | 9 (10) | .39 (.12) | .00 (.00) | .04 (.04) |
| Do you have imbalance or unsteadiness when standing (like you might fall or are swaying)? | 43 (50) | .98 (.04) | .40 (.09) | .24 (.10) |
| When you turn your head, does it seem like your eyes do not keep up?a | 25 (30) | .41 (.12) | .39 (.08) | .01 (.02) |
| Do you feel like you are floating? | 3 (3) | – | – | – |
| Do you feel spacey? | 26 (30) | .39 (.12) | .40 (.08) | .01 (.04) |
| Do you feel like something is just “off”? | 64 (74) | .92 (.07) | .91 (.05) | .24 (.10) |
| Do you have a “fuzzy head”? | 37 (43) | .83 (.09) | .42 (.08) | .06 (.06) |
| Do you feel light-headed (like you might pass out)? | 26 (30) | .68 (.13) | .25 (.07) | .05 (.06) |
| Do you have difficulty concentrating or focusing? | 67 (78) | .96 (.05) | .80 (.07) | .56 (.11) |
| Do you have a “swimming” sensation in your head?b | 5 (6) | – | – | – |
| Do you have motion sickness? | 18 (21) | .47 (.12) | .14 (.06) | .10 (.07) |
| Do you feel nauseous (like you might throw up)? | 22 (26) | .71 (.13) | .16 (.06) | .00 (.01) |
| Is the way you feel difficult to describe? | 67 (78) | .94 (.05) | .88 (.05) | .42 (.12) |
Three items were removed from the final model because the item response probabilities were not distinguishable between classes (i.e., the differences in item response probability between classes was less than 15 %)
aMissing values
b2 missing values
Comparison of baseline models for dizziness quality descriptors and triggers
| Number of classes | Number of items | AIC | |
|---|---|---|---|
| Quality descriptors | 3 | 15 | 497.4 |
|
|
|
| |
| 2 | 15 | 501.9 | |
| 2 | 12 | 400.9 | |
| Triggers |
|
|
|
| 2 | 11 | 338.0 |
Values in italics indicate the chosen model
AIC Akaike’s Information Criterion
Baseline model membership probability and odds ratios for class membership based on relevant covariates
| Baseline model class membership probabilities for dizziness quality descriptors | Class name | ||
| 24 % | 51 % | 25 % | |
| High symptoms | Medium symptoms | Low symptoms | |
| Adjusted model ORs of class membership | |||
| Male | Reference | 1.2 (.26, 5.3) | 2.4 (.63, 9.5) |
| ADHD | Reference | .64 (.04, 9.65) | 4.7 (.57, 39.3) |
| Number of days to assessment | Reference | 1.02 (.95, 1.10) | 1.05 (.98, 1.13) |
| Baseline model class membership probabilities for dizziness triggers | Class name | ||
| 24 % | 41 % | 35 % | |
| Visual | Visual and movement | Other triggers | |
| Adjusted model ORs of class membership | |||
| Male | Reference | 2.0 (.51, 8.4) |
|
| ADHD | Reference | 1.89 (.33, 10.7) | .31 (.02, 3.46) |
| Number of days to assessment | Reference | .98 (.94, 1.03) | 1.00 (.96, 1.04) |
Values in italics indicate significant findings
Frequency of dizziness trigger and probability of endorsement of each item given latent class membership
| Probability of “yes” response given latent class (SE) | ||||
|---|---|---|---|---|
| Question asked of the participants | Yes, | Visual triggers | Visual and movement triggers | Undefined triggers |
| Sitting still with no movement | 11 (13) | .04 (.05) | .12 (.06) | .20 (.08) |
| Looking at a computera | 53 (65) | .94 (.06) | .99 (.02) | .02 (.05) |
| Watching televisionb | 43 (51) | .85 (.09) | .74 (.08) | .01 (.02) |
| Readingc | 50 (63) | .54 (.12) | .92 (.06) | .35 (.09) |
| With your eyes closed | 13 (15) | .00 (.01) | .31 (.08) | .07 (.05) |
| Looking up towards the skyd | 23 (28) | .05 (.06) | .54 (.09) | .14 (.07) |
| Bending down towards the floor | 34 (40) | .01 (.02) | .76 (.09) | .28 (.08) |
| Turn your head left and rightd | 21 (25) | .06 (.06) | .45 (.09) | .17 (.07) |
| Roll over in bed | 47 (55) | .21 (.12) | .84 (.06) | .46 (.09) |
| Ride in a car | 30 (35) | .19 (.09) | .52 (.09) | .25 (.08) |
| When you move quickly or when things move quickly around you | 70 (82) | .77 (.10) | .91 (.05) | .76 (.08) |
a3 missing values
b2 missing values
c5 missing values
d1 missing values