The DOI matches its Crossref record; 38 of the 38 references it cites were found in a registry or an index.
Psychometric analysis of the Three-Factor Eating Questionnaire-R21: results from a large diverse sample of obese and non-obese participants
Abstract
Background The 21-item Three-Factor Eating Questionnaire (TFEQ-R21) is a scale that measures three domains of eating behavior: cognitive restraint (CR), uncontrolled eating (UE) and emotional eating (EE).Objectives To assess the factor structure and reliability of TFEQ-R21 (and if necessary, refine the structure) in diverse populations of obese and non-obese individuals.Design Data were obtained from obese adults in a United States/Canadian clinical trial (n=1741), and overweight, obese and normal weight adults in a US web-based survey (n=1275). Confirmatory factor analyses were employed to investigate the structure of TFEQ-R21 using baseline data from the clinical trial. The model was refined to obtain adequate fit and internal consistency. The refined model was then tested using the web-based data. Relationships between TFEQ domains and body mass index (BMI) were examined in both populations.Results Clinical data indicated that TFEQ-R21 needed refinement. Three items were removed from the CR domain, producing the revised version TFEQ-R18V2 (Comparative Fit Index (CFI)=0.91). Testing TFEQ-R18V2 in the web-based sample supported the revised structure (CFI=0.96; Cronbach's coefficient alpha of 0.78-0.94). Associations with BMI were small. In the clinical study, the CR domain showed a significant and negative association with BMI. On the basis of the web-based survey, it was shown that the relationship between BMI and CR is population-dependent (obese versus non-obese, healthy versus diabetics).Conclusions In two independent datasets, the TFEQ-R18V2 showed robust factor structure and good reliability. It may provide a useful tool for characterizing UE, CR and EE.
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
“Disinhibition (i.e., eating in response to cues) was measured with the Eating Inventory (EI), which also has strong psychometric properties.33”
From The mind your health project: a randomized controlled trial of an innovative behavioral treatment for obesity (2013) · cites this paper as [33]
Citations
Cites
Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance
Cheung, G. W., & Rensvold, R. B. (2002) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1207/s15328007sem0902_5 · Cited by 16,280
The three-factor eating questionnaire to measure dietary restraint, disinhibition and hunger
Stunkard, A. J., & Messick, S. (1985) · Journal of Psychosomatic Research · doi:10.1016/0022-3999(85)90010-8 · Cited by 4,687
Structural Equation Modeling With AMOS: Basic Concepts, Applications, and Programming, Third Edition
Byrne, B. M. (2016) · doi:10.4324/9781315757421 · Cited by 4,653
A step-by-step approach to using the SAS system for factor analysis and structural equation modeling
(1995) · Choice Reviews Online · doi:10.5860/choice.33-0366 · Cited by 3,359
Medical Consequences of Obesity
Bray, G. A. (2004) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2004-0535 · Cited by 1,614
Ogden, C. L., Yanovski, S. Z., Carroll, M. D., & Flegal, K. M. (2007) · Gastroenterology · doi:10.1053/j.gastro.2007.03.052 · Cited by 1,561
Karlsson, J., Persson, L.-O., Sjöström, L., & Sullivan, M. (2000) · International Journal of Obesity · doi:10.1038/sj.ijo.0801442 · Cited by 1,104
Self-citationde Lauzon‐Guillain, B., Romon, M., Deschamps, V., Lafay, L., Borys, J.-M., Karlsson, J., Ducimetière, P., & Charles, M.-A. A. (2004) · Journal of Nutrition · doi:10.1093/jn/134.9.2372 · Cited by 738
Self-citationActivation of the peripheral endocannabinoid system in human obesity
Engeli, S., Böhnke, J., Feldpausch, M., Gorzelniak, K., Janke, J., Bátkai, S., Pacher, P., Harvey-White, J., Luft, F. C., Sharma, A. M., et al. (2005) · Diabetes · doi:10.2337/diabetes.54.10.2838 · Cited by 686
Dietary restraint: a theoretical and empirical review.
Ruderman, A. (1986) · Psychological bulletin · doi:10.1037/0033-2909.99.2.247 · Cited by 429
Research works printed but not linked: 2
- Byrne BM . Structural Equation Modelling with EQS: Basic Concepts, Applications, and Programming, 2nd edn, Lawrence Erlbaum Associates: Mahwah, NJ, 2006.
- Lowe MR, Thomas JG . Measures of restrained eating: conceptual evolution and psychometric update. In: Allison D, Baskin ML (eds). Handbook of Assessment Methods for Obesity and Eating Behaviors. Sage: New York, in press.
Cited by
Sorted by citations
Items 401–465 of 465
Hall, J. (2012) · ScholarWorks - GVSU (Grand Valley State University)
The Role of Predictive Factors in Weight Loss Maintenance in Obese People
Bakhtyari, A., Poorsharifi, H., Ashaieri, H., Ahadi, H., & Shokoohsadaat, B. (2020) · DOAJ (DOAJ: Directory of Open Access Journals)
Interactions of obesity associated behaviours, BMI, age, sex, and FTO genotype
Abdella, H. M. (2019) · Sheffield Hallam University · doi:10.7190/shu-thesis-00357
Accessible Attitudes Improve Dieters' Food Choices
Young, A. I. (2012) · The Knowledge Bank (The Ohio State University)
de Oliveira, J., & Córdas, T. A. (2021) · Obesities · doi:10.3390/obesities1030018
Cross-Cultural Testing of Dietary Restraint
Meule, A. (2020) · Springer eBooks · doi:10.1007/978-3-319-75388-1_134-2
Biological and behavioral predictors of compensatory energy intake after exercisePreprint
Höchsmann, C., Beckford, S. E., French, J. A., Boron, J. B., Stevens, J. R., & Koehler, K. (2022) · Research Square · doi:10.21203/rs.3.rs-1414640/v1
Examining the Unique Associations of Hedonic Hunger and 12- and 24-Month Weight Loss OutcomesPreprint
Crane, N. T., Butryn, M. L., Gorin, A. A., Lowe, M. R., & Schulte, E. M. (2022) · Research Square · doi:10.21203/rs.3.rs-1483097/v1
Self-citationEfeitos da dieta low-carb sobre os desejos intensos por comida
de Oliveira, J. (2022) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/d.5.2022.tde-28042022-092743
Vargas, J. X. P., & Miyakawa, K. L. H. C. (2021) · doi:10.19083/tesis/654976
Canon, H., & Maynard, M. J. (2015) · Leeds Beckett Repository (Leeds Beckett University) · doi:10.1111/jhn.12293
Mechanisms of change in cognitive-behavioral therapy for weight loss
Comșa, L. T., & David, D. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-85726-0.00044-2
Case study: Mechanisms of change in cognitive-behavioral therapy for weight loss
Comșa, L. T., & David, D. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-85726-0.00009-0
Character strengths in weight maintenance: perceptions after a weight loss program
Pizetta, A., de Mello, L. T. N., & Andretta, I. (2022) · Psicologia Argumento · doi:10.7213/psicolargum.40.111.ao08
Mackeen, A. D., Downs, D., Hetherington, V., Lutcher, S., Mowery, J., Paglia, M. J., Savage, J. S., & Bailey-Davis, L. D. (2019) · doi:10.2196/preprints.17484
Swarnameenaa, G., Durairaj, J., Hariharan, N., Madhavan, V. K., Arunachaleeswaran, P., Venkatraman, L., Sankaranarayanan, A., & Ramachandran, P. (2023) · Indian Journal of Psychological Medicine · doi:10.1177/02537176231210401
Sun, J., Chen, J., & Cicchella, A. (2024) · Biology · doi:10.3390/biology13080567
Cross-Cultural Testing of Dietary Restraint
Meule, A. (2024) · Springer eBooks · doi:10.1007/978-3-319-75388-1_134-3
Cross-Cultural Testing of Dietary Restraint
Meule, A. (2024) · Springer eBooks · doi:10.1007/978-3-319-75388-1_134-4
Pirmoradi, M., Asgharzadeh, A., Birashk, B., Gharraee, B., Salehian, R., & Ostadrahimi, A. R. (2022) · Crescent Journal of Medical and Biological Sciences · doi:10.34172/cjmb.2023.25 · Cited by 1
Abdella, H. M., El-Mani, S. F., Bozaid, F. M. S., Abdullatif, A., Zidan, S. S., Alzaidany, A. A., Abdalkarim, A. J., Elshiky, M. A., & Elmabsout, A. A. (2025) · Scientia. Technology, science and society. · doi:10.59324/stss.2025.2(1).03
Unhealthy app use and dietary restraint among young adults: The moderating role of body appreciation
Courtness, S. G., & Foulstone, A. R. (2025) · Eating Behaviors · doi:10.1016/j.eatbeh.2025.101977
Qin, Y., Yang, J. A., Xu, B., Yang, J., Chen, H., Zou, T., Teng, Z., Liu, J., Zhang, T., Su, Y., et al. (2025) · BMJ Open · doi:10.1136/bmjopen-2024-090932
Marques, C., Sayal, A., Palmeira, L., Goss, K., Correia, R., Castilho, P., Pereira, A. T., & Castelo-Branco, M. S. (2025) · International Journal of Eating Disorders · doi:10.1002/eat.24456 · Cited by 1
Interdisciplinary Pain Treatment
Brose, W. G., You, D. S., Cooley, C., Schmeissing, A., & Cao, F. (2025) · Springer eBooks · doi:10.1007/978-3-031-86057-7_26
Kurita, N., Maeshibu, T., Shimizu, S., Aita, T., Wakita, T., & Kikuchi, H. (2025) · medRxiv · doi:10.1101/2025.08.01.25332557
Worsening binge eating over time following an unsupervised low-carbohydrate diet
de Oliveira, J., de Paula, A. C. P., Santos, T. D. S. M. D., Smaira, F. I., Mazzolani, B. C., & Guimarães, V. H. D. (2025) · Nutrition · doi:10.1016/j.nut.2025.112906
Cheon, B. K., Siroty, M. B., Bittner, J. M. P., Lee, L., & Pink, A. E. (2025) · American Journal of Clinical Nutrition · doi:10.1016/j.ajcnut.2025.09.038
Martins, C. D. C., Ferreira, M., Inácio, J. S., Bryant, E. J., Carvalho, T. A., Nunes, S. A. N., & do Nascimento, E. B. (2025) · CES Psicología · doi:10.21615/cesp.7734
Bateman, C. J., Compte, E. J., Harrison, A., Bateman, A. G., & Davis, J. (2025) · Journal of Black Psychology · doi:10.1177/00957984251389582
Yamaguchi, T., Takahashi, N., Inanaga, R., So, R., Kikuchi, H., Noma, H., Sasai, H., Kamada, K., Sugimoto, T., Tsushima, H., et al. (2025) · JMIR Research Protocols · doi:10.2196/78612
Kurita, N., Maeshibu, T., Shimizu, S., Aita, T., Wakita, T., & Kikuchi, H. (2025) · BioPsychoSocial Medicine · doi:10.1186/s13030-025-00347-7
Creasy, S. A., Oselinsky, K. M., Willis, E. A., Caldwell, A. E., Rosenberg, R. C., Ostendorf, D. M., Panter, S. L., Wayland, L. T., Bing, K., Lorentzen, J., et al. (2025) · Trials · doi:10.1186/s13063-025-09306-7
Ohlsson‐Nevo, E., Hiyoshi, A., Norén, P., Möller, M., & Karlsson, J. (2021) · Figshare · doi:10.6084/m9.figshare.15110230
Self-citationDerks, I. P. M., Harris, H. A., Staats, S., Gaillard, R., Dieleman, G. C., Llewellyn, C. H., Swanson, S. A., & Jansen, P. W. (2022) · Figshare · doi:10.6084/m9.figshare.21622893
Ohlsson‐Nevo, E., Hiyoshi, A., Norén, P., Möller, M., & Karlsson, J. (2021) · Figshare · doi:10.6084/m9.figshare.15110233
Self-citationHöskuldsdóttir, G., Engström, M., Rawshani, A., Wallenius, V., Lenér, F., Fändriks, L., Mossberg, K., & Eliasson, B. (2021) · Figshare · doi:10.6084/m9.figshare.16607015
Ohlsson‐Nevo, E., Hiyoshi, A., Norén, P., Möller, M., & Karlsson, J. (2021) · Figshare · doi:10.6084/m9.figshare.15110242
Self-citationHöskuldsdóttir, G., Engström, M., Rawshani, A., Wallenius, V., Lenér, F., Fändriks, L., Mossberg, K., & Eliasson, B. (2021) · Figshare · doi:10.6084/m9.figshare.16607018
Hollett, K. B., Morin, A. J. S., Carrese‐Chacra, E., Cohen, T. R., Carbonneau, N., Berthiaume, M. M., Felice, E., & Gouin, J. (2025) · Appetite · doi:10.1016/j.appet.2025.108437 · Cited by 1
Pan, R., Zhao, P., Huang, X., Liu, S., Shu, J., Tao, R., Liu, T., & Li, W. (2026) · Obesity Surgery · doi:10.1007/s11695-025-08478-0
Mechanisms of Strong Hearts, Healthy Communities-2.0 Effects on Weight: A Mediation Analysis
Rethorst, C. D., Demment, M. M., Graham, M. L., Ha, S., Uribe, A. L. M., Lo, B. K., Szeszulski, J., Githinji, P., Strogatz, D. S., Folta, S. C., et al. (2026) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2025.12.008
Ateş, B. K., & Şendağ, M. A. (2026) · Klinik Psikoloji Dergisi · doi:10.57127/kpd.26024438.2002272
Zaman, A., Lazorwitz, A. M., Strawderman, M. S., Liu, H. H., Tydings, S. A., Groth, S. W., Catenacci, V. A., & Thomas, E. A. (2026) · Women · doi:10.3390/women6010019
AYTAÇ, H. M., Ünal, İ. Ö., Tomruk, N. B., & Varlık, C. (2026) · International Journal of Social Psychiatry · doi:10.1177/00207640261424409
Sweerts, S. J. (2019) · theses.fr (ABES) · doi:10.70675/4eff0dfdzb1c6z4668zbe45zcc1657991369
Su, G., Yi, Z., Wang, Y., Wu, C., Hao, M., Luo, J., & Cai, Y. (2026) · BMC Public Health · doi:10.1186/s12889-026-27558-z
Cross-Cultural Testing of Dietary Restraint
Meule, A. (2026) · Springer eBooks · doi:10.1007/978-3-032-03228-7_134
Rustad, C. F., von der Lippe, C., Nordgarden, H., Miller, J. U., Weedon-Fekjær, M. S., Bragadóttir, R., & Sigurðardóttir, S. (2026) · American Journal of Medical Genetics Part A · doi:10.1002/ajmg.a.70197
Development of a Culturally Sensitive Measure of Eating Habits in Pakistani University Students
Sadia, A., Strodl, E. S., Khawaja, N. G., Kausar, R., & Cooper, M. (2026) · Health & Social Care in the Community · doi:10.1155/hsc/1236849
Diez-Hernández, M., Zerón-Rugerio, M. F., Parilli‐Moser, I., & Izquierdo-Pulido, M. (2026) · Nutrients · doi:10.3390/nu18111809
The Monetary Value of Health and Health Behaviors in Japan: A Well-Being Valuation Approach
Kawaguchi, K., Takeuchi, H., Nakagomi, A., Ide, K., & Kondo, K. (2026) · Value in Health · doi:10.1016/j.jval.2026.05.008
Yavorivski, A., Ruiz, A. C., Poínhos, R., & Feóli, A. M. P. (2026) · Eating and Weight Disorders - Studies on Anorexia Bulimia and Obesity · doi:10.1007/s40519-026-01888-8
Chang, Y.-M., Hwang, D., Chou, Y., Pan, Y.-W., Weng, Y.-H., & Tsai, M. (2026) · Obesity Research & Clinical Practice · doi:10.1016/j.orcp.2026.07.003
Gender differences in reports of interoceptive hunger
Martin‐Rivera, D., & Stevenson, R. J. (2026) · Physiology & Behavior · doi:10.1016/j.physbeh.2026.115481
Reina, A. M., Padilla, H. M., Beer, J. M., Zhang, D. “., & Renzi‐Hammond, L. M. (2026) · JMIR Formative Research · doi:10.2196/106388
Mihăianu, I.-G., Butucaru, A.-S., Iorga, M., & Iurcov, R. O. C. (2026) · Clocks & Sleep · doi:10.3390/clockssleep8030057
Desnoyers, M., Coelho, J., Hartley, S., Anselmetti, C., Ricordeau, F., Putois, B., Payet, A., Harvey, A. G., Micoulaud‐Franchi, J., Tankéré, P., et al. (2026) · Sleep Medicine · doi:10.1016/j.sleep.2026.109287
Asymmetric behavioural responses to updating caloric information
Bauer, J. M., Brunstrom, J. M., Priolo, G., & Reisch, L. A. (2026) · Journal of Risk and Uncertainty · doi:10.1007/s11166-026-09511-y
Kenger, E. B., Karahan, T. Ö., Toprak, A. B., Arslan, İ., Sarıtaş, T., Özgen, Z., Bayram, H. M., & Öztürkcan, A. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1963635
Self-Compassion and Mindfulness Differentially Predict Eating Behaviors Among Emerging Adults
Braun, T. D. (2015) · OpenCommons - UConn (University of Connecticut)
Metadata
- Authors
- Cappelleri, J. C., Bushmakin, A. G., Gerber, R. A., Leidy, N. K., Sexton, C. C., Lowe, M. R., & Karlsson, J.
- Affiliations
- Pfizer (United States) (US)
- Drexel University (US)
- University of Gothenburg (SE)
- Corresponding author
- Cappelleri, J C
- Venue
- International Journal of Obesity
- Published
- 2009-04-28
- Volume
- 33
- Issue
- 6
- Pages
- 611-620
- ISSN
- 0307-0565 (ISSN-L)
- 1476-5497
- OpenAlex
- W2050492184
- Cited by
- 467
- References
- 38
- Citations by year
- 2026: 24 · 2025: 42 · 2024: 31 · 2023: 35 · 2022: 44 · 2021: 44 · 2020: 31 · 2019: 49 · 2018: 27 · 2017: 28 · 2016: 27 · 2015: 29 · 2014: 16 · 2013: 17 · 2012: 8
- FWCI
- 8.04
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- International Journal of Obesity (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Pfizer
- Topics
- Social Sciences › Psychology › Clinical Psychology › Eating Disorders and Behaviors
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- Three-Factor Eating Questionnaire, cognitive restraint, uncontrolled eating, emotional eating, dietary habits, obesity, factor structure, scale reliability, body mass index, overweight, diabetes mellitus
- MeSH terms
- Canada, Factor Analysis, Statistical, Feeding Behavior, Female, Humans, Male, Middle Aged, Obesity, Psychometrics, Surveys and Questionnaires, Reference Values, Sex Factors, United States, Body Mass Index
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