The DOI matches its Crossref record; 21 of the 21 references it cites were found in a registry or an index.
Intraclass correlations: Uses in assessing rater reliability.
Abstract
Reliability coefficients often take the form of intraclass correlation coefficients. In this article, guidelines are given for choosing among six different forms of the intraclass correlation for reliability studies in which n target are rated by k judges. Relevant to the choice of the coefficient are the appropriate statistical model for the reliability and the application to be made of the reliability results. Confidence intervals for each of the forms are reviewed.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“As a result, the inter-rater agreement was quite high for categorical variables (mean Cohen's kappa = 0.73, SD = 0.13) and for continuous variables (mean intraclass correlation [26] = 0.80, SD = .14).”
From Social Relationships and Mortality Risk: A Meta-analytic Review (2010) · cites this paper as [26]
In the citing paper
“we used the methodology Shrout and Fleiss (1979) describe and computed the Shrout-Fleiss single ICC score agreement of .998, which is considered quite high (Koo and Li 2016).”
From Driving Brand Engagement Through Online Social Influencers: An Empirical Investigation of Sponsored Blogging Campaigns (2019) · cites this paper as Shrout and Fleiss (1979)
In the citing paper
“In contrast, Cohen's quadratically weighted kappa converges to two-factor intraclass correlation coefficients with random and fixed raters (i.e., the so-called ICC (2,1) and ICC(3,1) coefficients), where the items and raters are the two factors (Carrasco, 2010;Fleiss & Cohen, 1973;Janson & Olsson, 2001;Schuster, 2004;Schuster & Smith, 2005;Shrout & Fleiss, 1979;Warrens, 2014).”
From Quadratically Weighted Agreement Coefficients: Interpretations and Connections (2026) · cites this paper as Shrout & Fleiss, 1979
In the citing paper
“A sample of 11% of video data was double coded by the researcher and an experienced coder (the developer of CHIPPA). Inter‐rater reliability was based on intra‐class correlation (ICC) statistics from the mean rating for the two coders (k = 2) using a two‐way mixed effects consistency model (see Table 2 below) and resulted in good to excellent reliability across the CHIPPA subscales (Koo & Li, 2016”
From A plausible role of imagination in pretend play, counterfactual reasoning, and executive functions (2023) · cites this paper as Shrout & Fleiss, 1979
In the citing paper
“The results suggest that coders showed high agreement (intraclass correlation [2, 1] = 0.85; Shrout & Fleiss, 1979).”
From Respiratory and cognitive mediators of treatment change in panic disorder: Evidence for intervention specificity. (2010) · cites this paper as Shrout & Fleiss, 1979
In the citing paper
“Interrater reliability of the pre- and posttreatment assessments was excellent (intraclass correlations [2, 1] = 0.97 and 0.96, respectively; Shrout & Fleiss, 1979).”
From Respiratory and cognitive mediators of treatment change in panic disorder: Evidence for intervention specificity. (2010) · cites this paper as Shrout & Fleiss, 1979
In the citing paper
“ICC decomposes observed variance into between-query variance (task difficulty) and within-query variance (agent inconsistency), highlighting whether reported results reflect true capability or measurement noise.”
From Stochasticity in Agentic Evaluations: Quantifying Inconsistency with Intraclass Correlation (2025) · cites this paper as Shrout and Fleiss 1979
In the citing paper
“The ICC quantifies the proportion of total variance attributable to differences between tasks and can be understood as a function of both the difficulty of the dataset (variance between tasks) and the consistency of the agent (variance within tasks).”
From Stochasticity in Agentic Evaluations: Quantifying Inconsistency with Intraclass Correlation (2025) · cites this paper as Shrout and Fleiss 1979
In the citing paper
“Reproducibility of the final placenta, fetus and amniotic fluid volume in millilitres was assessed using the ICC (2,1) [37], [38] for inter-observer repeatability between the semi-automated Random Walker results, regarded as the ground-truth used for performance evaluation, and the newly generated FCNN outputs.”
From Fully Automated 3-D Ultrasound Segmentation of the Placenta, Amniotic Fluid, and Fetus for Early Pregnancy Assessment (2021) · cites this paper as [37]
Citations
Cites
Coefficient Alpha and the Internal Structure of Tests
Cronbach, L. J. (1951) · Psychometrika · doi:10.1007/bf02310555 · Cited by 43,931
Statistical principles in experimental design.
Winer, B. J. (1962) · McGraw-Hill Book Company · doi:10.1037/11774-000 · Cited by 27,137
Rozeboom, W. W., Lord, F. M., Novick, M. R., & Birnbaum, A. (1969) · American Educational Research Journal · doi:10.3102/00028312006001112 · Cited by 8,013
Rozeboom, W. W., Lord, F. M., Novick, M. R., & Birnbaum, A. (1969) · American Educational Research Journal · doi:10.2307/1162101 · Cited by 8,012
Snedecor, G. W., & Cochran, W. G. (1967) · Cited by 6,573
Scheffé, H. (1960) · Soil Science · doi:10.1097/00010694-196006000-00016 · Cited by 5,625
An Approximate Distribution of Estimates of Variance Components
Satterthwaite, F. E. (1946) · Biometrics Bulletin · doi:10.2307/3002019 · Cited by 4,373
The Intraclass Correlation Coefficient as a Measure of Reliability
Bartko, J. (1966) · Psychological Reports · doi:10.2466/pr0.1966.19.1.3 · Cited by 2,206
Statistics for the social sciences
Hays, W. L. (1973) · Medical Entomology and Zoology · Cited by 2,081
The theory of the estimation of test reliability
Kuder, G. F., & Richardson, M. W. (1937) · Psychometrika · doi:10.1007/bf02288391 · Cited by 1,953
Cited by
Sorted by citations
Items 20,701–20,800 of 23,883
From photographers to viewers – what makes editorial photos interesting?
Halonen, R. (2014) · Aaltodoc (Aalto University) · Cited by 1
‘Be prepared! : motivational interviewing as pre-treatment in chronic pain rehabilitation
Mertens, V. (2015) · doi:10.26481/dis.20151216vm · Cited by 1
Ready, C. B. (2024) · Library, Museums and Press - UDSpace (University of Delaware) · doi:10.58088/frmf-m269 · Cited by 1
Statistical Analysis and Design of Crowdsourcing Applications
Kapelner, A. D. (2014) · ScholarlyCommons (University of Pennsylvania) · Cited by 1
Anatomia quantitativa do atlas
de Carvalho, M. F., Rocha, R. T., Monteiro, J. T. S., et al. (2007) · Arquivos Brasileiros de Neurocirurgia Brazilian Neurosurgery · doi:10.1055/s-0038-1625509 · Cited by 1
Stöber, J., & Seidenstücker, B. (1997) · Kent Academic Repository (University of Kent) · Cited by 1
Development and validation of the comprehensive oral reading fluency scale
Benjamin, R. A. (2012) · Cited by 1
Clark-Ott, D. (2015) · IUScholarWorks (Indiana University) · doi:10.7912/c2/1267 · Cited by 1
Smoking during pregnancy and fetal brain development
Ekblad, M. O. (2013) · UTUPub (University of Turku) · Cited by 1
Procedures for Construction of Scales for Rating Counselor Outcomes
Robbins, S. B., & Patton, M. J. (1986) · Measurement and Evaluation in Counseling and Development · doi:10.1080/07481756.1986.12022832 · Cited by 1
Picco, B. R. (2012) · UWSpace (University of Waterloo) · Cited by 1
Measuring Observer Agreement on Categorical Data
Soo, A. (2015) · Libraries and Cultural Resources (University of Calgary) · doi:10.11575/prism/26858 · Cited by 1
Self-focused attention, self-analysis, and rumination in everyday life : friend or foe?
Lavallee, L. F. (2009) · cIRcle (University of British Columbia) · doi:10.14288/1.0089620 · Cited by 1
The development and validation of an interview-based observer rating scale for alexithymia (SIFA)
Dawda, D. (1997) · Library and Archives Canada (Government of Canada) · Cited by 1
Freedman, D. G. (1984) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00026583 · Cited by 2
Zevin, B. (2014) · TSpace (University of Toronto) · Cited by 1
Brain mechanisms underlying sensation-seeking in humans
Norbury, A. (2015) · UCL Discovery (University College London) · Cited by 1
Engh, J. A. (2011) · NORA - Norwegian Open Research Archives · Cited by 1
Jouvin, C. (2006) · Corpus Université Laval (Université Laval) · Cited by 1
Investigation and interpretation of large mass spectrometry imaging datasets
Race, A. (2016) · University of Birmingham Institutional Research Archive (University of Birmingham) · Cited by 1
Adiposity and mammographic density
Woolcott, C. G. (2006) · Libraries and Cultural Resources (University of Calgary) · doi:10.11575/prism/1052 · Cited by 1
He, Y. (2012) · NORA - Norwegian Open Research Archives · Cited by 1
Lopez, T. (2015) · CUNY Academic Works (City University of New York) · Cited by 1
Relationship between Self-Reported and Physiological Indicators of Exercise Behavior in Older Women
Schneider, J. K. (1996) · Journal of Aging and Physical Activity · doi:10.1123/japa.4.4.377 · Cited by 1
Fukushima, M., Betzel, R. F., He, Y., de Reus, M. A., van den Heuvel, M. P., Zuo, X., & Sporns, O. (2015) · arXiv (Cornell University) · Cited by 1
Does Choice Matter? The Impact Of Allowing Proteges To Select Their Own Mentors
Kendall, D. L. (2007) · Journal of International Crisis and Risk Communication Research · Cited by 1
Edmondstone, C. (2016) · Scholarship at UWindsor (University of Windsor) · Cited by 1
Almosnino, S. (2009) · QSpace (Queen's University Library) · Cited by 1
Forouzanfar, R. (2016) · TSpace (University of Toronto) · Cited by 1
Seagrave, E. (2013) · ResearchWorks at the University of Washington (University of Washington) · Cited by 1
Factors that influence the performance of hop tests
Ghulam, H. (2016) · University of Salford Institutional Repository (University of Salford) · Cited by 1
Factors Affecting the Stability of Reverse Shoulder Arthroplasty
Clouthier, A. L. (2012) · QSpace (Queen's University Library) · Cited by 1
How Entrepreneurs Develop and Influence their Employees
Hubner, S. (2017) · Publication Server of Kaiserslautern University of Technology (Kaiserslautern University of Technology) · Cited by 1
Almeida, S. C. D. (2016) · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) · Cited by 1
Examination of Winter Driving using In-vehicle Devices and the Perceptions of Older Drivers
Trang, A. (2010) · UWSpace (University of Waterloo) · Cited by 1
Failing Fast: How and Why Business Angels Rapidly Reject Most Investment OpportunitiesPreprint
Maxwell, A. (2009) · Social Science Research Network · doi:10.2139/ssrn.5468492
Lei, S. (2016) · TSpace (University of Toronto) · Cited by 1
What Is Mental Toughness and How Does It Work
Sorensen, S. (2016) · Tuwhera (Auckland University of Technology) · Cited by 1
Quantitative evaluation of the results of restorative neurology
Delwaide, P. J., & Pennisi, G. (1992) · Elsevier eBooks · doi:10.1016/b978-0-7506-1172-5.50009-0 · Cited by 1
Ocular changes associated with accommodation in myopes and emmetropes
Woodman‐Pieterse, E. C. (2015) · Cited by 1
A Mobile Application for Dual-task Gait Assessment of Cognitive Status
Blumenthal, J. (2017) · TSpace (University of Toronto) · Cited by 1
Muller, S. L. (2000) · doi:10.31390/gradschool_disstheses.7380 · Cited by 1
Cao, H., McEwen, S. C., Bearden, C. E., Addington, J., Goodyear, B. G., Cadenhead, K. S., Mirzakhanian, H., Cornblatt, B. A., Olvet, D. M., Mathalon, D. H., et al. (2017) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/160440 · Cited by 1
Dougados, M., Maheu, E., Cadet, C., Gueneugues, S., & Ravaud, P. (2007) · Cited by 1
Target eccentricity effects for defensive responses
Kwon, T. (2010) · Louisiana State University · doi:10.31390/gradschool_dissertations.1037 · Cited by 1
Agreeing to Disagree...or Not: A Multi-level Examination of Conflict Spillover in Diverse Groups
Hill, K. M. (2011) · TSpace (University of Toronto) · Cited by 1
Physical functioning in patients with chronic cardiopulmonary diseases
Mesquita, R. (2017) · Research Publications (Maastricht University) · doi:10.26481/dis.20170914rbdm
Abusive supervision : subordinate versus co-worker perceptions
Turner, G. (2017) · UpSpace Institutional Repository (University of Pretoria) · Cited by 1
Investigating the Construct Validity of Self-Compassion Using a Multimethod Approach
Sawyer, W. N. (2017) · UA Campus Repository (The University of Arizona) · Cited by 1
The Effects of Intrateam and Interteam Trust on Organizational Outcomes: A Multilevel Study
Kassa, A., & Tekleab, A. G. (2018) · Academy of Management Proceedings · doi:10.5465/ambpp.2018.18202abstract · Cited by 1
Luca, N. J. C. (2013) · TSpace (University of Toronto) · Cited by 1
Response to a Letter to the Editor
Vira, S. N., Husain, Q. M., Jalai, C. M., et al. (2018) · Journal of Pediatric Orthopaedics · doi:10.1097/bpo.0000000000001122 · Cited by 1
Physiological and Clinical Effects of Radiofrequency-Based Therapy
Kumaran, B. (2018) · University of Hertfordshire Research Archive (University of Hertfordshire) · doi:10.18745/th.19813 · Cited by 1
Guilt-proneness and shame-proneness in homeless children
Ahumada, S. M. (2017) · University of Minnesota Digital Conservancy (University of Minnesota) · Cited by 1
Developing a New Apathy Measurement Scale
Radaković, R. (2012) · ERA · Cited by 1
Martin, C. G. (2018) · ProQuest Demo Repository · Cited by 1
Bagley, K. C., Winship, K. A., Bolton, T., & Foerder, P. (2018) · UTC Scholar (University of Tennessee at Chattanooga) · Cited by 1
Individual Expertise and Team Performance: Results of Three Empirical Studies
Volmer, J. (2006) · Digitale Bibliothek Braunschweig (Verbundzentrale Göttingen (VZG)) · doi:10.24355/dbbs.084-200701190100-2 · Cited by 1
Roberts, H. M. (2017) · Bangor University Research Portal (Bangor University) · Cited by 1
Classifying Hate Speech using Fine-tuned Language Models
Brorson, E. (2018) · KTH Publication Database DiVA (KTH Royal Institute of Technology) · Cited by 1
Journal of Dentistry and Dental Medicine
Levine, T. P., Matthews, G. J., Calero, H. F., et al. (2018) · doi:10.31021/jddm.20181104 · Cited by 1
Linke, A. (2018) · SUNScholar (Stellenbosch University) · Cited by 1
Content Analysis of Business-Specific Text Documents: Introducing a German DictionaryPreprint
Bannier, C. E., & Pauls, T. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.2961820 · Cited by 1
Ionic exchanges between glass ionomers and demineralised dentine
Ngo, H. C. (2005) · Adelaide Research & Scholarship (AR&S) (University of Adelaide) · Cited by 1
Proceedings of the Workshop on Task-Focused Summarization and Question Answering
Chua, T., Goldstein, J., Teufel, S., & Vanderwende, L. (2006) · Cited by 1
de Munck, F. (2019) · Utrecht University Repository (Utrecht University) · Cited by 1
Altered hypothalamic microstructure in human obesityPreprint
Thomas, K., Beyer, F., Lewe, G., Zhang, R., Schindler, S., Schönknecht, P., Stümvoll, M., Villringer, A., & Witte, A. V. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/593004 · Cited by 1
Investigating tools to assist dairy farmers in identifying the causes of lameness in dairy cows
Chaplin, K. (2018) · The University of Queensland · doi:10.14264/uql.2018.428 · Cited by 1
Food security in rural sub-Saharan Africa : a household level assessment of crop-livestock systems
Fraval, S. (2019) · doi:10.18174/467544 · Cited by 1
Sink or Swim: Maximizing the Impact of 360° Feedback in Leader Development
Ellison, L. J. (2018) · Cited by 1
Reliability of Mismatch Negativity Event-Related Potentials in a Multisite, Traveling Subjects StudyPreprint
Roach, B. J., Carrión, R. E., Hamilton, H., Bachman, P., Belger, A., Duncan, E., Johannesen, J., Light, G. A., Niznikiewicz, M. A., Addington, J., et al. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/768408 · Cited by 1
The association between therapists' attachment security and mentalizing capacity
Wyatt-Brooks, K. (2013) · UCL Discovery (University College London) · Cited by 1
EMG measurement of the adductor muscles during walking and running
Elsais, W. M. (2019) · University of Salford Institutional Repository (University of Salford) · Cited by 1
McKay, J. L., Lang, K. C., Bong, S. M., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.01.27.921379 · Cited by 1
Development and Validation of the Mentalising Profile Q-Sort (MQS)
Hoyos, W. A. G. (2020) · UCL Discovery (University College London) · Cited by 1
Unsupervised Facial Action Unit Intensity Estimation via Differentiable OptimizationPreprint
Song, X., Shi, T., Shao, T., Yuan, Y., Feng, Z., & Fan, C. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2004.05908 · Cited by 1
Surface-Based Connectivity IntegrationPreprint
Cole, M., Murray, K. D., St‐Onge, E., Risk, B. B., Zhong, J., Schifitto, G., Descoteaux, M., & Zhang, Z. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.07.01.183038 · Cited by 1
Hoemann, K. (2020) · Digital Repository Service (Northeastern University) · doi:10.17760/d20382016 · Cited by 2
Kah, A. (2018) · TSpace (University of Toronto) · Cited by 1
Semi-supervised AU Intensity Estimation with Contrastive LearningPreprint
Sánchez, E., Bulat, A., Zaganidis, A., et al. (2020) · arXiv (Cornell University) · Cited by 1
The foot fault scoring system to assess walking adaptability in rats and mice: a reliability studyPreprint
Martins, L. A., Schiavo, A., Xavier, L. L., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.11.03.366351 · Cited by 1
The accuracy and meta-accuracy of personality impressions from facesPreprint
Jaeger, B., Sleegers, W. W. A., Stern, J., Penke, L., & Jones, A. L. (2020) · doi:10.31234/osf.io/4x7d8 · Cited by 1
Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation SlidesPreprint
Shirani, A., Tran, G., Trinh, H., Dernoncourt, F., Lipka, N., Asente, P., Echevarria, J., & Solorio, T. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2101.03237 · Cited by 2
Validating a Measure of Client Change
Carty, T. (2019) · Carleton University's Institutional Repository (MacOdrum Library, Carleton University) · doi:10.22215/etd/2019-13892 · Cited by 1
Melotti, L., Siestrup, S., Peng, M., et al. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.01.19.427240 · Cited by 1
Adaptação e validação do Simulation Effectiveness Tool Modified (SET-M) para o Brasil
Bergamasco, E. C. (2020) · doi:10.11606/t.7.2020.tde-24022021-105908 · Cited by 1
Molecular simulation and drug design.
Lybrand, T. P. (1991) · PubMed · Cited by 1
Multitasking with typical use of hearing aid noise reduction in older listenersPreprint
Schoof, T., & Souza, P. E. (2018) · doi:10.31234/osf.io/bhq2j · Cited by 1
Serious and violent offending : psychological risk factors and treatment effectiveness
Lardén, M. (2021) · Figshare · Cited by 1
Inter- and intra-rater reliability of ultrasound-derived muscle quantificationPreprint
Cleary, C. J., Nabavizadeh, O., Young, K. L., et al. (2021) · Research Square · doi:10.21203/rs.3.rs-465652/v1 · Cited by 1
McDonald, E. J. (2021) · UWSpace (University of Waterloo) · Cited by 1
Evaluation of techniques for disseminating parent -child interaction therapy
Herschell, A. D. (2003) · The Research Repository @ WVU (West Virginia University) · doi:10.33915/etd.1875 · Cited by 1
Waldron, T. L. (2010) · Cited by 1
Are file review-based SAVRY ratings of violence risk reliable?
Burl, J. D., & DeMatteo, D. S. (2012) · doi:10.17918/etd-3967 · Cited by 1
Othman, E., Werner, P., Saxen, F., Al-Hamadi, A. K., Gruss, S., & Walter, S. (2021) · Research Square · doi:10.21203/rs.3.rs-927204/v1 · Cited by 1
Bodnarchuk, J. L. (2005) · Mspace (University of Manitoba) · Cited by 1
Recovering memories of childhood sexual abuse : from cognitive mechanisms to classification
Raymaekers, L. (2013) · doi:10.26481/dis.20130426lr · Cited by 1
Metadata
- Authors
- Shrout, P. E., & Fleiss, J. L.
- Affiliations
- Columbia University (US)
- ORCID
- Shrout, Patrick E.
- Venue
- Psychological Bulletin
- Published
- 1979
- Volume
- 86
- Issue
- 2
- Pages
- 420-428
- ISSN
- 0033-2909 (ISSN-L)
- 1939-1455
- OpenAlex
- W2141403362
- Cited by
- 24,532
- References
- 20
- Citations by year
- 2026: 1452 · 2025: 1085 · 2024: 998 · 2023: 1023 · 2022: 1083 · 2021: 1379 · 2020: 1189 · 2019: 1116 · 2018: 1178 · 2017: 1113 · 2016: 1106 · 2015: 1057 · 2014: 1172 · 2013: 1044 · 2012: 914
- FWCI
- 13.77
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Bulletin (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Reliability and Agreement in Measurement
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Multidisciplinary Science and Engineering Research
- Keywords
- intraclass correlation coefficient, rater reliability, inter-rater reliability, reliability coefficients, confidence intervals, multiple raters
- MeSH terms
- Humans, Reproducibility of Results, Models, Statistical
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review