A - 26 Re-establishing and Refining Baseline Neuropsychological Test Data Among Professional Hockey Players Using Regression-Based Prediction Models

Abstract Purpose Create contemporary culturally relevant baseline reference values for use in evaluating concussed NHL athletes using traditional and regression-based models that are co-normed with estimates of premorbid functioning and English language proficiency. Method Across two seasons five (5) players from each NHL Club (32 clubs) each season were selected at random (with oversampling of ESL athletes) and underwent testing with the NHL Neuropsychological Testing Battery: English Proficiency Questionnaire (ESL only), ToPF, HVLT-R, BVMT-R, SDMT, TMT A&B, COWAT, and Digit Span Forward/Backward. Results from these measures were merged with most recent SCAT and ImPACT baseline data. Athletes were excluded if they were exposed to pencil and paper testing in the prior 3 years. Results 305 NHL athletes underwent renorming: 114 (37.4%) were primarily English speaking, 191 had English as their second language (ESL; Czech = 33, Finnish = 33, French = 36, Russian = 35, Swedish = 37, German = 10, Slovak = 5, and one each Latvian and Norwegian). Average age was 23.45(1.6). Among ESL athletes, widespread differences were seen across language groups on some measures (e.g., Swedish: HVLT-Total 23.86(4.11) renormed v 28.87(9.68); TMT-B = 71.14(27.43) renormed v 48.97(12.69). Regression-based norms accounting for baseline ImPACT testing, baseline SCAT testing, language proficiency, and estimated premorbid abilities accounted for between approximately 15 and 40% of the variance in paper and pencil test scores. Conclusions Comparison of renormed scores to older data support the need for periodic renorming. Modern methods including regression modeling allow for more precise calculation of normative data, which may be more sensitive to subtle differences in cognitive functioning, particularly in groups with smaller sample sizes.

Authors

Publication Details

Journal
Archives of Clinical Neuropsychology
Published
2025-07-01
DOI
https://doi.org/10.1093/arclin/acaf058.26
Primary Topic
Diverse Approaches in Healthcare and Education Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A - 26 Re-establishing and Refining Baseline Neuropsychological Test Data Among Professional Hockey Players Using Regression-Based Prediction Models

Ruben J. Echemendía, K E Riegler, Kimberly G. Harmon, Paul Comper et al.
Archives of Clinical Neuropsychology
Diverse Approaches in Healthcare and Education Studies
article

A - 26 Re-establishing and Refining Baseline Neuropsychological Test Data Among Professional Hockey Players Using Regression-Based Prediction Models

Ruben J. Echemendía, K E Riegler, Kimberly G. Harmon, Paul Comper, Michael Hutchinson, Willem Meeuwisse, J. Bruce, J. Scott Delaney
article en

Abstract

Abstract Purpose Create contemporary culturally relevant baseline reference values for use in evaluating concussed NHL athletes using traditional and regression-based models that are co-normed with estimates of premorbid functioning and English language proficiency. Method Across two seasons five (5) players from each NHL Club (32 clubs) each season were selected at random (with oversampling of ESL athletes) and underwent testing with the NHL Neuropsychological Testing Battery: English Proficiency Questionnaire (ESL only), ToPF, HVLT-R, BVMT-R, SDMT, TMT A&B, COWAT, and Digit Span Forward/Backward. Results from these measures were merged with most recent SCAT and ImPACT baseline data. Athletes were excluded if they were exposed to pencil and paper testing in the prior 3 years. Results 305 NHL athletes underwent renorming: 114 (37.4%) were primarily English speaking, 191 had English as their second language (ESL; Czech = 33, Finnish = 33, French = 36, Russian = 35, Swedish = 37, German = 10, Slovak = 5, and one each Latvian and Norwegian). Average age was 23.45(1.6). Among ESL athletes, widespread differences were seen across language groups on some measures (e.g., Swedish: HVLT-Total 23.86(4.11) renormed v 28.87(9.68); TMT-B = 71.14(27.43) renormed v 48.97(12.69). Regression-based norms accounting for baseline ImPACT testing, baseline SCAT testing, language proficiency, and estimated premorbid abilities accounted for between approximately 15 and 40% of the variance in paper and pencil test scores. Conclusions Comparison of renormed scores to older data support the need for periodic renorming. Modern methods including regression modeling allow for more precise calculation of normative data, which may be more sensitive to subtle differences in cognitive functioning, particularly in groups with smaller sample sizes.

Archives of Clinical NeuropsychologyVol. 40(Supplement_1)
Openalex Percentile: Top 78%
Diverse Approaches in Healthcare and Education Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.