Skip to main content

Characterization of Tiered Psychological Distress Phenotypes in an Orthopaedic Sports Population.

Publication ,  Journal Article
Kim, BI; Morriss, NJ; Stauffer, TP; Ralph, JE; Park, CN; Lentz, TA; Lau, BC
Published in: Int J Environ Res Public Health
June 9, 2025

Psychological distress and musculoskeletal pain are interconnected with poor functional outcomes. This study sought to classify common phenotypes of psychological distress in an orthopaedic sports population and assess differences in functional outcomes using the Prediction of Referral and Outcome (OSPRO-YF) tool. This was a cross-sectional study on 411 operative patients from a single sports surgeon's clinical practice with completed OSPRO-YF questionnaires. Latent class analysis was employed to construct distress phenotypes based on binary measures for 11 single-construct psychological questionnaires, spanning two negative and one positive domains of pain-associated psychological distress. Functional outcome measures, including numerical pain scores, the Patient-Reported Outcomes Measurement Information System (PROMIS), the Single Assessment Numeric Evaluation (SANE) American Shoulder and Elbow Surgeons Score (ASES), and the International Knee Documentation Committee Subjective Knee Form (IKDC), were compared. Four psychological distress clusters were derived: low distress (LD-1; n = 111), low self-efficacy (LS-2; n = 101), negative pain coping, low self-efficacy (NP-3; n = 99), and high distress (HD-4; n = 100), with increasing yellow flags proceeding from LD-1 to HD-4. The mean numerical pain scores were highest in HD-4 and lowest in LD-1 and LS-2 (4.6 vs. 2.7 and 2.0, respectively; p < 0.001). The PROMIS depression scores were highest in HD-4 compared to NP-3, LS-2, and LD-1 (57.0 vs. 48.9 vs. 45.6 vs. 46.0; p < 0.001). Phenotyping patients based on OSPRO-YF distress indicators provides an initial framework of the psychological distress burdening the average orthopaedic sports surgical patient population and may aid in targeted psychological treatments.

Duke Scholars

Published In

Int J Environ Res Public Health

DOI

EISSN

1660-4601

Publication Date

June 9, 2025

Volume

22

Issue

6

Location

Switzerland

Related Subject Headings

  • Young Adult
  • Toxicology
  • Surveys and Questionnaires
  • Stress, Psychological
  • Sports
  • Psychological Distress
  • Phenotype
  • Musculoskeletal Pain
  • Middle Aged
  • Male
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Kim, B. I., Morriss, N. J., Stauffer, T. P., Ralph, J. E., Park, C. N., Lentz, T. A., & Lau, B. C. (2025). Characterization of Tiered Psychological Distress Phenotypes in an Orthopaedic Sports Population. Int J Environ Res Public Health, 22(6). https://doi.org/10.3390/ijerph22060914
Kim, Billy I., Nicholas J. Morriss, Taylor P. Stauffer, Julia E. Ralph, Caroline N. Park, Trevor A. Lentz, and Brian C. Lau. “Characterization of Tiered Psychological Distress Phenotypes in an Orthopaedic Sports Population.Int J Environ Res Public Health 22, no. 6 (June 9, 2025). https://doi.org/10.3390/ijerph22060914.
Kim BI, Morriss NJ, Stauffer TP, Ralph JE, Park CN, Lentz TA, et al. Characterization of Tiered Psychological Distress Phenotypes in an Orthopaedic Sports Population. Int J Environ Res Public Health. 2025 Jun 9;22(6).
Kim, Billy I., et al. “Characterization of Tiered Psychological Distress Phenotypes in an Orthopaedic Sports Population.Int J Environ Res Public Health, vol. 22, no. 6, June 2025. Pubmed, doi:10.3390/ijerph22060914.
Kim BI, Morriss NJ, Stauffer TP, Ralph JE, Park CN, Lentz TA, Lau BC. Characterization of Tiered Psychological Distress Phenotypes in an Orthopaedic Sports Population. Int J Environ Res Public Health. 2025 Jun 9;22(6).

Published In

Int J Environ Res Public Health

DOI

EISSN

1660-4601

Publication Date

June 9, 2025

Volume

22

Issue

6

Location

Switzerland

Related Subject Headings

  • Young Adult
  • Toxicology
  • Surveys and Questionnaires
  • Stress, Psychological
  • Sports
  • Psychological Distress
  • Phenotype
  • Musculoskeletal Pain
  • Middle Aged
  • Male