The DOI matches its Crossref record; 42 of the 42 references it cites were found in a registry or an index.
Reliability of Nominal Data Based on Qualitative Judgments
Abstract
Most research related to the reliability and validity of marketing measures has focused on multi-item quantitative scales. In contrast, little attention has been given to the quality of nominal scale data developed from qualitative judgments. Judgment-based (“coded”) nominal scale data are important and frequently used in marketing research-for example, in analysis of consumer responses to open-ended survey questions, in cognitive response research, in meta-analysis, and in content analysis. The authors address opportunities and challenges involved in evaluating and improving the quality of judgment-based nominal scale data, with specific emphasis on the use of multiple judges. They review approaches commonly used in other disciplines, then develop a new index of reliability that is more appropriate for the type of interjudge data typically found in marketing studies. Data from a cognitive response experiment are used to illustrate the new index and compare it with other common measures. The authors conclude with suggestions on how to improve the design of studies that rely on judgment-coded data.
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
“When the described coding procedures were applied, the intercoder reliability according to Perreault and Leigh (1989) was .93, which exceeded the required threshold of .8.”
From A Meta-Analysis of Organizational Complaint Handling and Customer Responses (2011) · cites this paper as Perreault and Leigh (1989)
Citations
Cites
The Measurement of Observer Agreement for Categorical Data
Landis, J. R., & Koch, G. G. (1977) · Biometrics · doi:10.2307/2529310 · Cited by 81,148
A Coefficient of Agreement for Nominal Scales
Cohen, J. (1960) · Educational and Psychological Measurement · doi:10.1177/001316446002000104 · Cited by 42,398
A Paradigm for Developing Better Measures of Marketing Constructs
Churchill, G. A. (1979) · Journal of Marketing Research · doi:10.1177/002224377901600110 · Cited by 16,549
Weighted kappa: nominal scale agreement provision for scaled disagreement or partial credit
Cohen, J. (1968) · Psychological Bulletin · doi:10.1037/h0026256 · Cited by 8,736
Measuring nominal scale agreement among many raters.
Fleiss, J. L. (1971) · Psychological Bulletin · doi:10.1037/h0031619 · Cited by 8,733
Reliability of Content Analysis: The Case of Nominal Scale Coding
Scott, W. A. (1955) · Public Opinion Quarterly · doi:10.1086/266577 · Cited by 1,853
Coefficient Kappa: Some Uses, Misuses, and Alternatives
Brennan, R. L., & Prediger, D. J. (1981) · Educational and Psychological Measurement · doi:10.1177/001316448104100307 · Cited by 1,676
Reliability: A Review of Psychometric Basics and Recent Marketing Practices
Peter, J. P. (1979) · Journal of Marketing Research · doi:10.2307/3150868 · Cited by 1,577
Large sample standard errors of kappa and weighted kappa.
Fleiss, J. L., Cohen, J., & Everitt, B. S. (1969) · Psychological Bulletin · doi:10.1037/h0028106 · Cited by 1,536
Bettman, J. R., & Park, C. W. (1980) · Journal of Consumer Research · doi:10.1086/208812 · Cited by 1,344
Cited by
Sorted by citations
Items 601–700 of 1,002
A Cross-Cultural and Cross-Media Comparison of Female Nudity in Advertising
Paek, H., & Nelson, M. R. (2007) · Journal of Promotion Management · doi:10.1300/j057v13n01_10 · Cited by 37
Multi-item scale usage in marketing journals: 1980 to 1989
Bruner, G. C., & Hensel, P. J. (1993) · Journal of the Academy of Marketing Science · doi:10.1007/bf02894526 · Cited by 37
Appeals in Korean Magazine Advertising: A Content Analysis and Cross-Cultural Comparison
Jeon, W., Franke, G. R., Huhmann, B. A., & Phelps, J. E. (1999) · Asia Pacific Journal of Management · doi:10.1023/a:1015491009717 · Cited by 37
A Content Analysis of Library Vendor Privacy Policies: Do They Meet Our Standards?
Magi, T. J. (2010) · College & Research Libraries · doi:10.5860/0710254 · Cited by 36
Kim, Y., & Choi, T. Y. (2020) · International Journal of Production Economics · doi:10.1016/j.ijpe.2020.107930 · Cited by 36
Schulz, A., & Nicolai, A. T. (2014) · Academy of Management Learning and Education · doi:10.5465/amle.2012.0397 · Cited by 36
Apparel brands’ use of Facebook: an exploratory content analysis of branded entertainment
Touchette, B., Schanski, M., & Lee, S.-E. (2015) · Journal of Fashion Marketing and Management · doi:10.1108/jfmm-04-2013-0051 · Cited by 36
Boettger, R. K. (2010) · IEEE Transactions on Professional Communication · doi:10.1109/tpc.2009.2038733 · Cited by 36
Kilian, T., Steinmann, S., & Hammes, E. K. (2017) · Psychology and Marketing · doi:10.1002/mar.21072 · Cited by 41
Fostering Online Relationships With Brands Through Websites and Social Media Brand Pages
Pinto, L., Loureiro, S. M. C., Rita, P., & Sarmento, E. M. (2019) · Journal of Promotion Management · doi:10.1080/10496491.2019.1557817 · Cited by 36
Echo chambers and social mediators in public advocacy issue networks
Tsai, W. S., Tao, W., Chuan, C., & Hong, C. (2020) · Public Relations Review · doi:10.1016/j.pubrev.2020.101882 · Cited by 36
Investigating the Key Routes to Customers’ Delightful Moments in the Hotel Context
Lee, S. A., & Shea, L. J. (2014) · Journal of Hospitality Marketing & Management · doi:10.1080/19368623.2014.925840 · Cited by 36
Paek, H., Quilliam, E. T., Kim, S., Weatherspoon, L., Rifon, N. J., & Lee, M. (2014) · Internet Research · doi:10.1108/intr-02-2013-0018 · Cited by 35
Por uma Análise de Conteúdo Mais Fiável
de Lima, J. Á. (2014) · Revista Portuguesa de Pedagogia · doi:10.14195/1647-8614_47-1_1 · Cited by 35
Chandrasekaran, S., Annamalai, B., & De, S. K. (2019) · Telematics and Informatics · doi:10.1016/j.tele.2019.101266 · Cited by 35
Social media usage in container shipping companies: Analysis of Facebook messages
Bitiktaş, F., & Tuna, O. (2020) · Research in Transportation Business & Management · doi:10.1016/j.rtbm.2020.100454 · Cited by 35
Toward understanding passive opportunism in dedicated channel relationships
Crosno, J. L., Manolis, C., & Dahlstrom, R. F. (2012) · Marketing Letters · doi:10.1007/s11002-012-9220-3 · Cited by 35
Cheong, Y., & Kim, K. (2011) · Journal of Applied Communication Research · doi:10.1080/00909882.2010.536845 · Cited by 35
Gender in food advertising to children: boys eat first
Childs, N. M., & Maher, J. K. (2003) · British Food Journal · doi:10.1108/00070700310497219 · Cited by 35
Dahlstrom, R. F., Nygaard, A., & Crosno, J. L. (2008) · The Journal of Marketing Theory and Practice · doi:10.2753/mtp1069-6679160204 · Cited by 35
The Reliability of Multi-Valued Coding of Data
Krippendorff, K., & Craggs, R. (2016) · Communication Methods and Measures · doi:10.1080/19312458.2016.1228863 · Cited by 34
Marcantonio, T. L., & Jozkowski, K. N. (2019) · The Journal of Sex Research · doi:10.1080/00224499.2019.1659218 · Cited by 34
A meta‐analysis of effect sizes in international marketing experiments
Wang, X., & Yang, Z. (2008) · International Marketing Review · doi:10.1108/02651330810877216 · Cited by 34
Exploring voluntary reporting of intellectual capital in the banking sector
Mention, A. (2011) · Journal of Management Control · doi:10.1007/s00187-011-0139-2 · Cited by 34
Zhang, C., Song, P., & Qu, Z. (2011) · Journal of International Marketing · doi:10.1509/jim.11.0009 · Cited by 35
Best-value supply chains and firms’ competitive performance: empirical studies of their linkage
Li, X., Wu, Q., & Holsapple, C. W. (2015) · International Journal of Operations & Production Management · doi:10.1108/ijopm-01-2014-0014 · Cited by 34
A social network analysis of supportive interactions on prenatal sites
Hether, H. J., Murphy, S. T., & Valente, T. W. (2016) · Digital Health · doi:10.1177/2055207616628700 · Cited by 37
A Review and Comparative Analysis of Laddering Research Methods
Reynolds, T. J., & Phillips, J. M. (2009) · Emerald Group Publishing Limited eBooks · doi:10.1108/s1548-6435(2008)0000005010 · Cited by 34
Government-sponsored lotteries: Exploring purchase and nonpurchase motivations
Miyazaki, A. D., Langenderfer, J., & Sprott, D. E. (1999) · Psychology and Marketing · doi:10.1002/(sici)1520-6793(199901)16:1 · Cited by 34
Sheehan, K. B. (2003) · Journal of Public Policy & Marketing · doi:10.1509/jppm.22.2.159.17645 · Cited by 34
A SAS MACRO for Calculating Intercoder Agreement in Content Analysis
Kang, N., Kara, A., Laskey, H. A., & Seaton, F. B. (1993) · Journal of Advertising · doi:10.1080/00913367.1993.10673400 · Cited by 34
The Role of Cognitive Responses as Mediators of Alcohol Warning Label Effects
Andrews, J. C., Netemeyer, R. G., & Durvasula, S. (1993) · Journal of Public Policy & Marketing · doi:10.1177/074391569501200106 · Cited by 34
Niu, Y., Wang, C. L., Yin, S., & Niu, Y. (2015) · Journal of Travel & Tourism Marketing · doi:10.1080/10548408.2015.1075455 · Cited by 33
Sah, S., Malaviya, P., & Thompson, D. V. (2018) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2018.05.008 · Cited by 33
Exploring customers’ likeliness to use e-service touchpoints in brick and mortar retail
Barann, B., Betzing, J. H., Niemann, M., Hoffmeister, B., & Becker, J. (2020) · Electronic Markets · doi:10.1007/s12525-020-00445-0 · Cited by 33
Influence of Financial Conditions on the Environmental Information Disclosure of Construction Firms
Wang, G., Zeng, S., Xia, B., Wu, G., & Xia, D. (2021) · Journal of Management in Engineering · doi:10.1061/(asce)me.1943-5479.0000982 · Cited by 33
McMahon, T. R., Kenyon, D. B., & Carter, J. S. (2012) · Journal of Child and Family Studies · doi:10.1007/s10826-012-9623-z · Cited by 33
Critical success factors of new product development in Taiwan's electronics industry
Cheng, C. C. J., & Shiu, E. (2008) · Asia Pacific Journal of Marketing and Logistics · doi:10.1108/13555850810864542 · Cited by 33
Constructing Personal Identities in Holiday Letters
Banks, S. P., Louie, E., & Einerson, M. J. (2000) · Journal of Social and Personal Relationships · doi:10.1177/0265407500173001 · Cited by 33
Consumer socialization of Chinese children in schools: analysis of consumption values in textbooks
Chan, K. (2006) · Journal of Consumer Marketing · doi:10.1108/07363760610663286 · Cited by 33
Exploring Perceptions of Advertising Ethics: An Informant-Derived Approach
Shabbir, H. A., Maalouf, H., Grießmair, M., Colmekcioglu, N., & Akhtar, P. (2018) · Journal of Business Ethics · doi:10.1007/s10551-018-3784-7 · Cited by 33
Research topics and methodological orientations in organizational communication: A decade in review
Wert‐Gray, S., Candy Center, Brashers, D. E., & Meyers, R. A. (1991) · Communication Studies · doi:10.1080/10510979109368329 · Cited by 33
The Consumer Adoption of Sustainability-Oriented Offerings: Toward a Middle-Range Theory
Ramirez, E. (2013) · The Journal of Marketing Theory and Practice · doi:10.2753/mtp1069-6679210405 · Cited by 33
Dong, C., Huang, Q., Ni, S., Zhang, B., & Chen, C. (2023) · Journal of Business Ethics · doi:10.1007/s10551-023-05531-9 · Cited by 32
Tweeting Taksim communication power and social media advocacy in the Taksim square protests
Smith, B. G., Men, R. L., & Al-Sinan, R. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2015.04.012 · Cited by 32
Liao, S., Liu, Z., & Zhang, S. (2018) · Asian Journal of Technology Innovation · doi:10.1080/19761597.2018.1549954 · Cited by 32
Self‐Reflection and Articulated Consumer Preferences
Hauser, J. R., Dong, S., & Ding, M. (2013) · Journal of Product Innovation Management · doi:10.1111/jpim.12077 · Cited by 35
Professional Service Firms are Relationship Marketers: But Does Size Matter?
McColl‐Kennedy, J. R., Sweeney, J., Soutar, G. N., & Amonini, C. (2008) · Australasian Marketing Journal (AMJ) · doi:10.1016/s1441-3582(08)70003-x · Cited by 32
Paek, H., Hove, T. B., & Jeon, J. (2012) · Health Communication · doi:10.1080/10410236.2012.672912 · Cited by 32
The implications of platform sharing on brand value
Olson, E. L. (2008) · Journal of Product & Brand Management · doi:10.1108/10610420810887590 · Cited by 32
Ad spending on brand extensions: Does similarity matter?
Taylor, V. A., & Bearden, W. O. (2003) · Journal of Brand Management · doi:10.1057/palgrave.bm.2540148 · Cited by 32
Haenel, C. M., Wetzel, H. A., & Hammerschmidt, M. (2019) · Journal of Service Research · doi:10.1177/1094670519835312 · Cited by 33
Consumer Privacy and Security Protection on Church Web Sites: Reasons for Concern
Hoy, M. G., & Phelps, J. E. (2003) · Journal of Public Policy & Marketing · doi:10.1509/jppm.22.1.58.17619 · Cited by 32
Aslan, B., Stevenson, M., & Hendry, L. C. (2015) · Computers in Industry · doi:10.1016/j.compind.2014.10.003 · Cited by 31
Pham, M., Valette‐Florence, P., & Vigneron, F. (2018) · Psychology and Marketing · doi:10.1002/mar.21143 · Cited by 31
Decision‐based voter segmentation: an application for campaign message development
Phillips, J. M., Reynolds, T. J., & Reynolds, K. (2010) · European Journal of Marketing · doi:10.1108/03090561011020444 · Cited by 31
Pappalardo, J. K., & Ringold, D. J. (2000) · Journal of Public Policy & Marketing · doi:10.1509/jppm.19.1.74.16939 · Cited by 31
‘We won't get ahead speaking like that!’ Expressing and managing language criticism in Hawai'i
Marlow, M. L., & Giles, H. (2010) · Journal of Multilingual and Multicultural Development · doi:10.1080/01434630903582714 · Cited by 31
Racial Stereotypes in Children’s Television Commercials
Maher, J. K., Herbst, K. C., Childs, N. M., & Finn, S. (2008) · Journal of Advertising Research · doi:10.2501/s0021849908080100 · Cited by 31
Consumer creativity: Effects of gender and variation in the richness of vision and touch inputs
Rosa, J. A., Qualls, W. J., & Ruth, J. A. (2013) · Journal of Business Research · doi:10.1016/j.jbusres.2012.12.023 · Cited by 31
Old Songs Never Die: Advertising Effects of Evoking Nostalgia With Popular Songs
Chou, H., & Lien, N. (2014) · Journal of Current Issues & Research in Advertising · doi:10.1080/10641734.2014.866845 · Cited by 31
Triggers and motivators of privacy protection behavior on Facebook
Alkire, L., Pohlmann, J., & Barnett, W. (2019) · Journal of Services Marketing · doi:10.1108/jsm-10-2018-0287 · Cited by 31
Frankel, R., & Swanson, S. R. (2002) · Journal of Education for Business · doi:10.1080/08832320209599703 · Cited by 31
Bio-energy in China: Content analysis of news articles on Chinese professional internet platforms
Qu, M., Tahvanainen, L., Ahponen, P., & Pelkonen, P. (2009) · Energy Policy · doi:10.1016/j.enpol.2009.02.024 · Cited by 31
Customers' psychological needs in different service industries
Chung‐Herrera, B. G. (2007) · Journal of Services Marketing · doi:10.1108/08876040710758568 · Cited by 31
The Quality of Qualitative Data: Two Strategies for Analyzing Medical Interviews
Clavarino, A. M., Najman, J. M., & Silverman, D. J. (1995) · Qualitative Inquiry · doi:10.1177/107780049500100205 · Cited by 31
A Method for Investigating the Cognitive Processes and Knowledge Structures of Expert Salespeople
Shepherd, C. D., & Rentz, J. O. (1990) · Journal of Personal Selling and Sales Management · doi:10.1080/08853134.1990.10753849 · Cited by 31
Indexing reliability for condition survey data
Taylor, J., & Watkinson, D. E. (2007) · Journal of the Institute of Conservation · doi:10.1080/01410096.2007.9995223 · Cited by 31
Do college students feel confident to consent to sex after consuming alcohol?
Marcantonio, T. L., & Jozkowski, K. N. (2021) · Journal of American College Health · doi:10.1080/07448481.2021.1943413 · Cited by 30
Li, D., Jia, F., Schoenherr, T., & Liu, G. (2022) · Production Planning & Control · doi:10.1080/09537287.2022.2101959 · Cited by 30
Reviewer online engagement: the role of rank, well-being, and market helping behavior
Mosteller, J. R., & Mathwick, C. (2014) · Journal of Consumer Marketing · doi:10.1108/jcm-05-2014-0974 · Cited by 30
Facilitating representation change in insight problems through training.
Patrick, J., & Ahmed, A. (2013) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/a0034304 · Cited by 32
Navigating Satisfactory and Dissatisfactory Classroom Incidents
Davis, J. C., & Swanson, S. T. (2001) · Journal of Education for Business · doi:10.1080/08832320109599643 · Cited by 30
Fair Balance in Direct-to-Consumer Antidepressant Print and Television Advertising, 1995–2007
Avery, R. J., Eisenberg, M. D., & Simon, K. I. (2011) · Journal of Health Communication · doi:10.1080/10810730.2011.585698 · Cited by 30
An investigation of consumer evaluation of brand extensions
Chowdhury, M. H. K. (2006) · International Journal of Consumer Studies · doi:10.1111/j.1470-6431.2006.00568.x · Cited by 30
Kach, A. P., Azadegan, A., & Dooley, K. J. (2012) · R and D Management · doi:10.1111/j.1467-9310.2012.00690.x · Cited by 30
A View from the Aisle: Classroom Successes, Failures and Recovery Strategies
Swanson, S. R., & Davis, J. C. (2000) · Marketing Education Review · doi:10.1080/10528008.2000.11488704 · Cited by 30
Mannor, M. J., Matta, F. K., Block, E. S., Steinbach, A. L., & Davis, J. H. (2017) · Journal of Management · doi:10.1177/0149206317714311 · Cited by 31
Vfr Travel: An Assessment of Vfr Versus Non-Vfr Travellers
Backer, E. R. (2010) · Cross Connect (Southern Cross University) · Cited by 30
Investigación internacional en marketing turístico: análisis de contenido sobre temas y metodologías
Alcañiz, J. E. B., Simó, L. A., García, I. S., & Herrera, A. A. (2008) · PASOS Revista de Turismo y Patrimonio Cultural · doi:10.25145/j.pasos.2008.06.030 · Cited by 29
Experiments in supply chain management research: A systematic review and future directions
Carter, C. R., Rockwood, R. F., Patel, P. C., Bachrach, D. G., Bendoly, E., DuHadway, S., & Kaufmann, L. (2024) · Journal of Business Logistics · doi:10.1111/jbl.12382 · Cited by 29
Consumer Magazine Advertisement Portrayal of Models by Race in the US: An Assessment
Peterson, R. T. (2007) · Journal of Marketing Communications · doi:10.1080/13527260601086488 · Cited by 29
Commentary-A Dissenting View on So-Called Paradoxes of Reliability Coefficients
Salmon, C. T. (2012) · Routledge eBooks · doi:10.4324/9780203113653-24 · Cited by 29
Park, J. H., Venger, O., Park, D. Y., & Reid, L. N. (2015) · Journal of Current Issues & Research in Advertising · doi:10.1080/10641734.2015.1023874 · Cited by 29
Chua, B., Othman, M., Boo, H. C., Karim, M. S. A., & Ramachandran, S. (2010) · Journal of Quality Assurance in Hospitality & Tourism · doi:10.1080/1528008x.2010.483419 · Cited by 29
Tsai, W. S., & Lancaster, A. R. (2012) · Health Marketing Quarterly · doi:10.1080/07359683.2012.705708 · Cited by 29
Delight and Outrage in the Performing Arts: A Critical Incidence Analysis
Swanson, S. R., & Davis, J. C. (2012) · The Journal of Marketing Theory and Practice · doi:10.2753/mtp1069-6679200302 · Cited by 29
Ha, L. S., & Ganahl, R. J. (2004) · The International Journal on Media Management · doi:10.1080/14241277.2004.9669384 · Cited by 29
The Differences Between Positive And Negative Word-Of-Mouth -Emotion As A Differentiator?
Sweeney, J., Soutar, G. N., & Mazzarol, T. W. (2005) · Cited by 29
How intrafirm intermediary salespeople connect sales to marketing and product development
Gonzalez, G. R., & Claro, D. P. (2019) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-019-00656-8 · Cited by 30
Role identity and attributions of high‐performing salespeople
Steward, M. D., Hutt, M. D., Walker, B. A., & Kumar, A. S. (2009) · Journal of Business and Industrial Marketing · doi:10.1108/08858620910986703 · Cited by 29
The reasonable woman standard: Effects on sexual harassment court decisions.
Perry, E. L., Kulik, C. T., & Bourhis, A. C. (2004) · Law and Human Behavior · doi:10.1023/b:lahu.0000015001.07732.8e · Cited by 29
Identifying, segmenting and profiling online communicators in an internet music context
Walsh, G., & Mitchell, V. (2009) · International Journal of Internet Marketing and Advertising · doi:10.1504/ijima.2010.030432 · Cited by 29
Chi, L., Holsapple, C. W., & Srinivasan, C. (2008) · Journal of Organizational Computing and Electronic Commerce · doi:10.1080/10919390701807350 · Cited by 29
Diener, B. J. (1993) · Journal of Public Policy & Marketing · doi:10.1177/074391569101200210 · Cited by 29
Exploring the Facebook Like: a product and service perspective
Pelletier, M. J., & Horky, A. B. (2015) · Journal of Research in Interactive Marketing · doi:10.1108/jrim-09-2014-0059 · Cited by 28
Organic farming policy development in the EU: What can multi-stakeholder processes contribute?
Häring, A. M., Vairo, D., Dabbert, S., & Zanoli, R. (2009) · Food Policy · doi:10.1016/j.foodpol.2009.03.006 · Cited by 28
Satisfaction and Dissatisfaction of Japanese Tourists in Turkey
Korzay, M., & Alvarez, M. (2005) · Anatolia · doi:10.1080/13032917.2005.9687176 · Cited by 41
Enhancing Preservice Elementary Teachers' 21st-Century Information and Media Literacy Skills
Fry, S. W., & Seely, S. (2011) · Action in Teacher Education · doi:10.1080/01626620.2011.569468 · Cited by 28
Paek, H., Reid, L. N., Choi, H., & Jeong, H. J. (2010) · Journal of Health Communication · doi:10.1080/10810730.2010.514033 · Cited by 28
Metadata
- Authors
- Perreault, W. D., & Leigh, L. E.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Birmingham–Southern College (US)
- Venue
- Journal of Marketing Research
- Publisher
- JSTOR
- Published
- 1989-05
- Volume
- 26
- Issue
- 2
- Pages
- 135
- ISSN
- 0022-2437 (ISSN-L)
- OpenAlex
- W2069585723
- Cited by
- 1,575
- References
- 42
- Citations by year
- 2026: 19 · 2025: 35 · 2024: 43 · 2023: 44 · 2022: 56 · 2021: 59 · 2020: 60 · 2019: 58 · 2018: 52 · 2017: 39 · 2016: 48 · 2015: 89 · 2014: 77 · 2013: 88 · 2012: 86
- FWCI
- 12.22
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Marketing Research (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 › Sociology and Political Science › Survey Methodology and Nonresponse
- Keywords
- reliability statistics, nominal data, qualitative judgment, marketing activities, measurement validity
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