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Journal of equine veterinary science2026; 106107; doi: 10.1016/j.jevs.2026.106107

Inter- and intra-rater reliability of linear scoring in warmblood breeding.

Abstract: Reliable phenotypes are essential for successful animal breeding programmes. Subjective phenotypic assessment may lead to under- or overestimation of heritability estimates and thereby affect the power of genome-based analyses. In Warmblood horses, conformation traits are commonly assessed using linear scoring, but its reliability has not been sufficiently quantified. Objective: In this study, we investigated inter- and intra-rater reliability of linear scoring of conformation traits in German warmblood horses. Methods: Professional equine breeding experts (e.g. breeding judges) completed an online questionnaire in which they scored 17 linear conformation traits in 34 warmblood stallions using side-view images. The participants were asked to repeat the questionnaire after about one month. The images, sourced from the archive of the Hanoverian State Stud Celle, showed stallions born between 1929 and 1993. Reliability was assessed using intraclass correlation coefficients (ICCs). Results: Mean linear scores were close to zero. Low average absolute deviations indicated limited use of the -3 to +3 scale. Overall, inter-rater reliability between the 11 participants was lower than intra-rater reliability. Trait-specific patterns were identified across both analyses: The trait Head achieved moderate to good inter- and intra-rater agreement (inter-rater: Round 1 ICC = 0.51; 95% Confidence Interval (CI) [0.38, 0.65], Round 2 ICC = 0.50; 95% CI [0.37, 0.65], intra-rater: mean ICC = 0.71 ± 0.23), whereas traits such as Shoulder Length and Carpal Joints showed ICCs close to zero and CIs including zero. Conclusions: Our findings imply the possible need for improved standardisation, training, or alternative phenotyping approaches to enhance reliability in equine conformation assessment.
Publication Date: 2026-08-10 PubMed ID: 42575291DOI: 10.1016/j.jevs.2026.106107Google Scholar: Lookup
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Summary

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Inter-rater and intra-rater reliability of linear scoring for conformation traits in German Warmblood horses was assessed, revealing moderate agreement for some traits like head shape but low reliability for others such as shoulder length, indicating a need for improved methods in phenotypic evaluation.

Objective and Importance of Study

  • Reliable phenotypic measurements are crucial for effective animal breeding programs and genetic studies.
  • Subjective assessment can bias heritability estimates, impacting the power of genome-based analyses.
  • Warmblood horses are typically evaluated for conformation traits using a linear scoring system, but the reliability of this method had not been adequately evaluated previously.
  • The study aimed to quantify both inter-rater (between different experts) and intra-rater (same expert over time) reliability of linear scoring of conformation traits in German Warmblood stallions.

Methods

  • Participants: 11 professional equine breeding experts, including breeding judges, participated in the study.
  • Challenges: They scored 17 linear conformation traits using standardized side-view images of 34 Warmblood stallions.
  • Image Source: Stallion images were archival photographs from the Hanoverian State Stud Celle, covering birth years from 1929 to 1993.
  • Scoring Scale: Traits were scored on a linear scale from -3 to +3, characterizing variation around a breed standard.
  • Repeatability: Participants repeated the scoring after approximately one month to assess intra-rater reliability.
  • Statistical Analysis: Reliability was evaluated using intraclass correlation coefficients (ICCs), which measure consistency and agreement among raters.

Key Findings

  • Mean scores across traits were near zero, indicating that raters generally scored traits around the average phenotype.
  • Low average absolute deviations suggested cautious use of the full scale range (-3 to +3), possibly indicating a conservative scoring style.
  • Inter-rater reliability (agreement between different experts) was generally lower than intra-rater reliability (consistency of the same expert over time).
  • Specific traits showed markedly different reliability patterns:
    • Head shape had moderate to good reliability:
      • Inter-rater reliability ICCs were approximately 0.50 (moderate agreement).
      • Intra-rater ICC was higher (~0.71 ± 0.23), indicating individual judges were relatively consistent over time.
    • Traits like Shoulder Length and Carpal Joints had ICCs near zero, indicating poor reliability and disagreement among raters.

Conclusion and Implications

  • The variable reliability across traits suggests that the current linear scoring approach may not consistently produce reliable phenotypic data for all conformation traits.
  • Lower inter-rater reliability indicates that subjective judgment leads to disagreement between experts, which can undermine genetic evaluations and selection decisions.
  • The results highlight a potential need for:
    • Better standardization of scoring protocols to reduce variation.
    • Training programs to improve scoring consistency among judges.
    • Development of alternative, possibly more objective phenotyping methods (e.g., automated measurements, 3D imaging) for assessing equine conformation.
  • Overall, ensuring reliable phenotype data will improve the accuracy of genetic analyses and thus enhance breeding program outcomes.

Cite This Article

APA
Weigt A, Brockmann A, Tetens J, Schmitt AO. (2026). Inter- and intra-rater reliability of linear scoring in warmblood breeding. J Equine Vet Sci, 106107. https://doi.org/10.1016/j.jevs.2026.106107

Publication

ISSN: 0737-0806
NlmUniqueID: 8216840
Country: United States
Language: English
Pages: 106107
PII: S0737-0806(26)00342-4

Researcher Affiliations

Weigt, A
  • Department of Animal Science, Division for Breeding Informatics, Georg-August-University Göttingen, Margarethe-von-Wrangell-Weg 7, 37075 Göttingen, Germany; Center for Integrated Breeding Research (CiBreed), Von-Siebold-Strasse 8, 37077 Göttingen, Germany. Electronic address: alexandra.weigt@stud.uni-goettingen.de.
Brockmann, A
  • Niedersächsisches Landgestüt Celle, Spörckenstrasse 10, 29221 Celle, Germany.
Tetens, J
  • Department of Animal Science, Division for Functional Breeding, Georg-August-University Göttingen, Burckhardtweg 2, 37077 Göttingen, Germany; Center for Integrated Breeding Research (CiBreed), Von-Siebold-Strasse 8, 37077 Göttingen, Germany.
Schmitt, A O
  • Department of Animal Science, Division for Breeding Informatics, Georg-August-University Göttingen, Margarethe-von-Wrangell-Weg 7, 37075 Göttingen, Germany; Center for Integrated Breeding Research (CiBreed), Von-Siebold-Strasse 8, 37077 Göttingen, Germany.

Conflict of Interest Statement

Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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