Objective: Heterogeneity is common following traumatic brain injury (TBI) with important implications for clinical outcome. Research in moderate to severe TBI identifies differentiated cognitive profiles. There is little research investigating potential clusters following sport concussion. Methods: Cluster analysis was used to determine patterns of Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT) performance at three time points (72 hr, 4-7 days, and 8-30 days postconcussion). Participants included 1,817 high-school athletes (M-age = 15.5; 37.9% female) who completed ImPACT following concussion. Results: Separate cluster analyses of cognitive scores were conducted at each postconcussion timepoint. Results indicated three clusters of cognitive performance within 1 week postinjury, while a two-cluster solution was identified at longer intervals (8-30 days). Clusters differed primarily by level of performance and also exhibited stratified differences in symptom severity and magnitude of change in cognitive function and symptom-reporting from pre- to postconcussion. The lowest performing cluster in each PC group was Mildly-to-Moderately Impaired and exhibited the highest rates of complicated recovery, suggesting an association between the current clusters and protracted recovery. Conclusions: Results provide preliminary evidence that ImPACT can identify clusters of athletes based on cognitive performance postconcussion that differ in clinically meaningful ways, including symptoms, magnitude of change from baseline, and concussion recovery outcomes. Discriminant functions can classify athletes into clusters based on postconcussion scores and a supplemental excel calculator is provided for such purposes. Absence of full demographic data regarding race/ethnicity and socioeconomic status may limit generalizability. Future work should investigate whether these clusters may assist in return-to-play decision-making by identifying at-risk athletes who may benefit from targeted intervention.
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Merritt, Victoria C.
;
Lapira, Kristina M.
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h-index: 0
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UCSD, La Jolla, CA 92093 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Lapira, Kristina M.
;
Clark, Alexandra L.
论文数: 0引用数: 0
h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
SDSU UCSD, Joint Doctoral Program Clin Psychol, San Diego, CA 92120 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Clark, Alexandra L.
;
Sorg, Scott F.
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h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
UCSD, Sch Med, Dept Psychiat, La Jolla, CA 92093 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Sorg, Scott F.
;
Werhane, Madeleine L.
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h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
SDSU UCSD, Joint Doctoral Program Clin Psychol, San Diego, CA 92120 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Werhane, Madeleine L.
;
Jak, Amy J.
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h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
UCSD, Sch Med, Dept Psychiat, La Jolla, CA 92093 USA
VASDHS, Ctr Excellence Stress & Mental Hlth, San Diego, CA 92161 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Jak, Amy J.
;
Bondi, Mark W.
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h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
UCSD, Sch Med, Dept Psychiat, La Jolla, CA 92093 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Bondi, Mark W.
;
Schiehser, Dawn M.
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h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
UCSD, Sch Med, Dept Psychiat, La Jolla, CA 92093 USA
VASDHS, Ctr Excellence Stress & Mental Hlth, San Diego, CA 92161 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Schiehser, Dawn M.
;
Delano-Wood, Lisa
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h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
UCSD, Sch Med, Dept Psychiat, La Jolla, CA 92093 USA
VASDHS, Ctr Excellence Stress & Mental Hlth, San Diego, CA 92161 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
Merritt, Victoria C.
;
Bradson, Megan L.
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h-index: 0
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
Bradson, Megan L.
;
Meyer, Jessica E.
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h-index: 0
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
Meyer, Jessica E.
;
Arnett, Peter A.
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h-index: 0
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
Merritt, Victoria C.
;
Ukueberuwa, Dede M.
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h-index: 0
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
Ukueberuwa, Dede M.
;
Arnett, Peter A.
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h-index: 0
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
机构:
Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
Ono, Kim E.
;
Burns, Thomas G.
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机构:
Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
Burns, Thomas G.
;
Bearden, Donald J.
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Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
Boston Childrens Hosp, Boston, MA USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
Bearden, Donald J.
;
McManus, Susan M.
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机构:
Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
McManus, Susan M.
;
King, Harold
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Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
King, Harold
;
Reisner, Andrew
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机构:
Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Merritt, Victoria C.
;
Lapira, Kristina M.
论文数: 0引用数: 0
h-index: 0
机构:
UCSD, La Jolla, CA 92093 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Lapira, Kristina M.
;
Clark, Alexandra L.
论文数: 0引用数: 0
h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
SDSU UCSD, Joint Doctoral Program Clin Psychol, San Diego, CA 92120 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Clark, Alexandra L.
;
Sorg, Scott F.
论文数: 0引用数: 0
h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
UCSD, Sch Med, Dept Psychiat, La Jolla, CA 92093 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Sorg, Scott F.
;
Werhane, Madeleine L.
论文数: 0引用数: 0
h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
SDSU UCSD, Joint Doctoral Program Clin Psychol, San Diego, CA 92120 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Werhane, Madeleine L.
;
Jak, Amy J.
论文数: 0引用数: 0
h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
UCSD, Sch Med, Dept Psychiat, La Jolla, CA 92093 USA
VASDHS, Ctr Excellence Stress & Mental Hlth, San Diego, CA 92161 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Jak, Amy J.
;
Bondi, Mark W.
论文数: 0引用数: 0
h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
UCSD, Sch Med, Dept Psychiat, La Jolla, CA 92093 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Bondi, Mark W.
;
Schiehser, Dawn M.
论文数: 0引用数: 0
h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
UCSD, Sch Med, Dept Psychiat, La Jolla, CA 92093 USA
VASDHS, Ctr Excellence Stress & Mental Hlth, San Diego, CA 92161 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
Schiehser, Dawn M.
;
Delano-Wood, Lisa
论文数: 0引用数: 0
h-index: 0
机构:
VA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
UCSD, Sch Med, Dept Psychiat, La Jolla, CA 92093 USA
VASDHS, Ctr Excellence Stress & Mental Hlth, San Diego, CA 92161 USAVA San Diego Healthcare Syst, 151B,3350 La Jolla Village Dr, San Diego, CA 92161 USA
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
Merritt, Victoria C.
;
Bradson, Megan L.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
Bradson, Megan L.
;
Meyer, Jessica E.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
Meyer, Jessica E.
;
Arnett, Peter A.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
Merritt, Victoria C.
;
Ukueberuwa, Dede M.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
Ukueberuwa, Dede M.
;
Arnett, Peter A.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Psychol, 372 Moore Bldg, University Pk, PA 16802 USA
机构:
Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
Ono, Kim E.
;
Burns, Thomas G.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
Burns, Thomas G.
;
Bearden, Donald J.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
Boston Childrens Hosp, Boston, MA USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
Bearden, Donald J.
;
McManus, Susan M.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
McManus, Susan M.
;
King, Harold
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA
King, Harold
;
Reisner, Andrew
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USAChildrens Healthcare Atlanta, 1547 Clifton Rd Northeast,Suite 200, Atlanta, GA 30322 USA