Cognitive and behavioural strategies for weight management in overweight adults: Results from the Oxford Food and Activity Behaviours (OxFAB) cohort study
Open accessAbstract
BACKGROUND: Though many overweight and obese adults attempt to lose weight without formal support, little is known about the strategies used in self-directed weight loss attempts. We set out to assess cognitive and behavioural strategies for weight loss and their associations with weight change. METHODS: Prospective, web-based cohort study of overweight UK adults (BMI≥25kg/m2) trying to lose weight through behaviour change. Strategy use was assessed using the OxFAB questionnaire and evaluated (1) at the domain level, (2) through exploratory factor analysis, and (3) in a model of strategies deemed a priori to be "essential" to weight management. Associations with weight change at 3 months were tested using linear regression. RESULTS: 486 participants answered all questions; 194 reported weight at baseline and at 3 months (mean weight change -3.3kg (SD 4.1)). Greater weight loss was significantly associated with the motivational support domain (-2.4kg, 95% CI -4.4 to -0.4), dietary impulse control (from factor analysis) (-0.6kg, 95% CI -1.1 to -0.03), and weight loss planning and monitoring (from factor analysis) (-1.3kg, 95% CI -2.0 to -0.5). Higher scores in the model of essential behavioural strategies were significantly associated with greater weight loss (compared to participants using 6 or fewer of the 9 strategies, using 7 or more of the 9 strategies was associated with a 2.13kg greater weight loss (SE 0.58, p<0.001)). CONCLUSIONS: Despite heterogeneity in the strategies employed for weight loss, coherent patterns of behaviours emerged for individual participants, some of which were associated with greater weight loss, including strategies relating to dietary impulse control, weight loss planning and monitoring, motivational support, information seeking and self-monitoring. Trials could test the effect of promoting use of these patterns on weight loss.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
Behavioral weight management programs help provide people with the practical coping skills to change their eating behavior.
“Behavioral weight management programs help provide people with the practical coping skills to change their eating behavior.”
From The societal implications of using glucagon-like peptide-1 receptor agonists for the treatment of obesity (2025) · cites this paper as [89]
The Background (page unavailable) says behavioural weight management programmes are designed to support dietary and physical-activity changes, and the Results describe practical strategies for managing eating. But this cohort study does not establish that programmes provide people with those coping skills; it primarily examines strategies people use in self-directed weight loss. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
International physical activity questionnaire: 12-country reliability and validity
CRAIG, C. L., MARSHALL, A. L., SJ??STR??M, M., BAUMAN, A. E., BOOTH, M. L., AINSWORTH, B. E., PRATT, M., EKELUND, U., YNGVE, A., SALLIS, J. F., et al. (2003) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000078924.61453.fb · Cited by 21,619 · see citing works
Developing and evaluating complex interventions: the new Medical Research Council guidance
Craig, P., Dieppe, P., Macintyre, S., Michie, S., Nazareth, I., & Petticrew, M. (2008) · BMJ · doi:10.1136/bmj.a1655 · Cited by 10,995 · see citing works
Michie, S., Richardson, M., Johnston, M., Abraham, C., Francis, J., Hardeman, W., Eccles, M. P., Cane, J., & Wood, C. E. (2013) · Annals of Behavioral Medicine · doi:10.1007/s12160-013-9486-6 · Cited by 7,629 · see citing works
Boutron, I., Moher, D., Altman, D. G., Schulz, K. F., Ravaud, P., & for the CONSORT Group* (2008) · Annals of Internal Medicine · doi:10.7326/0003-4819-148-4-200802190-00008 · Cited by 2,292 · see citing works
Analysing controlled trials with baseline and follow up measurements
Vickers, A. J., & Altman, D. G. (2001) · BMJ · doi:10.1136/bmj.323.7321.1123 · Cited by 2,116 · see citing works
Gorber, S. C., Tremblay, M., Moher, D., & Gorber, B. (2007) · Obesity Reviews · doi:10.1111/j.1467-789x.2007.00347.x · Cited by 1,945 · see citing works
Long-term weight loss maintenance
Wing, R. R., & Phelan, S. (2005) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/82.1.222s · Cited by 1,941 · see citing works
Empirically derived eating patterns using factor or cluster analysis: a review
Newby, P. K., & Tucker, K. L. (2004) · Nutrition Reviews · doi:10.1111/j.1753-4887.2004.tb00040.x · Cited by 1,248 · see citing works
Johns, D. J., Hartmann‐Boyce, J., Jebb, S. A., & Aveyard, P. N. (2014) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2014.07.005 · Cited by 522 · see citing works
Self-citationConsistent Self‐monitoring of Weight: A Key Component of Successful Weight Loss Maintenance
Butryn, M. L., Phelan, S., Hill, J. O., & Wing, R. R. (2007) · Obesity · doi:10.1038/oby.2007.368 · Cited by 483 · see citing works
Loveman, E., Frampton, G., Shepherd, J., Picot, J., Cooper, K., Bryant, J., Welch, K., & Clegg, A. (2011) · Health Technology Assessment · doi:10.3310/hta15020 · Cited by 296 · see citing works
Prevalence of personal weight control attempts in adults: a systematic review and meta‐analysis
Santos, I., Sniehotta, F. F., Marques, M. M., Carraça, E. V., & Teixeira, P. J. (2016) · Obesity Reviews · doi:10.1111/obr.12466 · Cited by 274 · see citing works
Grow, H. M., & Rivara, F. P. (2006) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-3-1 · Cited by 265 · see citing works
Behavioral Strategies of Individuals Who Have Maintained Long‐Term Weight Losses
McGuire, M. T., Wing, R. R., Klem, M. L., & Hillf, J. O. (1999) · Obesity Research · doi:10.1002/j.1550-8528.1999.tb00416.x · Cited by 263 · see citing works
Validity of Web-Based Self-Reported Weight and Height: Results of the Nutrinet-Santé Study
Lassale, C. M., Péneau, S., Touvier, M., Julia, C., Galan, P., Herçberg, S., & Kesse‐Guyot, E. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2575 · Cited by 259 · see citing works
Dietary Intervention in Primary Care: Validity of the DINE Method for Diet Assessment
Roe, L. S., Strong, C., Whiteside, C., Neil, A., & Mant, D. (1994) · Family Practice · doi:10.1093/fampra/11.4.375 · Cited by 256 · see citing works
Hartmann‐Boyce, J., Johns, D. J., Jebb, S. A., Aveyard, P. N., & Behavioural Weight Management Review Group (2014) · Obesity Reviews · doi:10.1111/obr.12165 · Cited by 219 · see citing works
Self-citationStubbs, J., Whybrow, S., Teixeira, P., Blundell, J., Lawton, C., Westenhoefer, J., Engel, D., Shepherd, R., McConnon, A., Gilbert, P., et al. (2011) · Obesity Reviews · doi:10.1111/j.1467-789x.2011.00883.x · Cited by 211 · see citing works
Dietary and physical activity behaviors among adults successful at weight loss maintenance.
Kruger, J., Blanck, H. M., & Gillespie, C. (2006) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-3-17 · Cited by 191 · see citing works
Hartmann‐Boyce, J., Johns, D. J., Jebb, S. A., Summerbell, C. D., Aveyard, P. N., & Behavioural Weight Management Review Group (2014) · Obesity Reviews · doi:10.1111/obr.12220 · Cited by 149 · see citing works
Self-citationMcGuire, M., Wing, R. R., Klem, M. L., Seagle, H. M., & Hill, J. (1998) · International Journal of Obesity · doi:10.1038/sj.ijo.0800627 · Cited by 141 · see citing works
Parretti, H. M., Jebb, S. A., Johns, D. J., Lewis, A. L., Christian‐Brown, A. M., & Aveyard, P. (2016) · Obesity Reviews · doi:10.1111/obr.12366 · Cited by 118 · see citing works
Self-citationTechniques for modifying impulsive processes associated with unhealthy eating: A systematic review.
van Beurden, S. B., Greaves, C. J., Smith, J. R., & Abraham, C. (2016) · Health Psychology · doi:10.1037/hea0000337 · Cited by 95 · see citing works
Colquitt, J. L., Jones, J., Harris, P. S., Loveman, E., Bird, A., Clegg, A. J., Baguley, D., Proops, D., Mitchell, T., Sheehan, P., et al. (2011) · Health Technology Assessment · doi:10.3310/hta15260 · Cited by 89 · see citing works
Self-Help for Weight Loss in Overweight and Obese Adults: Systematic Review and Meta-Analysis
Hartmann-Boyce, J., Jebb, S. A., Fletcher, B. R., & Aveyard, P. (2015) · American Journal of Public Health · doi:10.2105/ajph.2014.302389 · Cited by 66 · see citing works
Self-citationDevelopment of tools to study personal weight control strategies: Ox FAB taxonomy
Hartmann‐Boyce, J., Aveyard, P. N., Koshiaris, C., & Jebb, S. A. (2016) · Obesity · doi:10.1002/oby.21341 · Cited by 47 · see citing works
Self-citationPiernas, C., Aveyard, P. N., & Jebb, S. A. (2016) · International Journal of Obesity · doi:10.1038/ijo.2016.141 · Cited by 47 · see citing works
Self-citationThe Accuracy of Weight Reported in a Web-Based Obesity Treatment Program
Harvey‐Berino, J., Krukowski, R. A., Buzzell, P. R., Ogden, D., Skelly, J. M., & West, D. S. (2011) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2011.0032 · Cited by 37 · see citing works
Oxford Food and Activity Behaviours Study
Hartmann‐Boyce, J. (2017) · Oxford University Research Archive (ORA) (University of Oxford) · doi:10.5287/bodleian:z5xemexww · Cited by 1 · see citing works
Self-citation
Flagged first, then by citations
1 of the 30 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Clinical application of intermittent fasting for weight loss: progress and future directions
Varady, K. A., Cienfuegos, S., Ezpeleta, M., & Gabel, K. (2022) · Nature Reviews Endocrinology · doi:10.1038/s41574-022-00638-x · Cited by 378 · see citing works
Successful weight loss maintenance: A systematic review of weight control registries
Paixão, C., Dias, C. M., Jorge, R., Carraça, E. V., Yannakoulia, M., de Zwaan, M., Soini, S., Hill, J. O., Teixeira, P. J., & Santos, I. (2020) · Obesity Reviews · doi:10.1111/obr.13003 · Cited by 158 · see citing works
Christensen, S., Robinson, K., Thomas, S., & Williams, D. R. (2024) · Obesity Pillars · doi:10.1016/j.obpill.2024.100121 · Cited by 108 · see citing works
Soliman, G. A. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.1017254 · Cited by 72 · see citing works
Hartmann‐Boyce, J., Boylan, A. ‐., Jebb, S. A., Fletcher, B., & Aveyard, P. (2017) · Obesity Reviews · doi:10.1111/obr.12500 · Cited by 22 · see citing works
Self-citationScragg, J., Koutoukidis, D. A., Dirksen, C., Heitmann, B. L., & Jebb, S. A. (2025) · Med · doi:10.1016/j.medj.2025.100805 · Cited by 16 · see citing works
Self-citationDevelopment and validation of a weight-loss predictor to assist weight loss management
Biehl, A., Venäläinen, M. S., Suojanen, L.-U., Kupila, S. K. E., Ahola, A. J., Pietiläinen, K. H., & Elo, L. L. (2023) · Scientific Reports · doi:10.1038/s41598-023-47930-y · Cited by 7 · see citing works
Leitão, M., Hartmann‐Boyce, J., Pérez-López, F. R., Marôco, J. P., & Pimenta, F. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1069775 · Cited by 7 · see citing works
Self-citationDaley, A., Jolly, K. B., Bensoussane, H., Ives, N. J., Jebb, S. A., Tearne, S., Greenfield, S., Yardley, L., Little, P. S., Tyldesley‐Marshall, N., et al. (2020) · Trials · doi:10.1186/s13063-020-04673-9 · Cited by 7 · see citing works
Self-citationDaley, A., Jolly, K. B., Ives, N. J., Jebb, S. A., Tearne, S., Greenfield, S., Yardley, L., Little, P. S., Tyldesley‐Marshall, N., Bensoussane, H., et al. (2021) · Health Technology Assessment · doi:10.3310/hta25490 · Cited by 4 · see citing works
Self-citationLaVela, S. L., Pedersen, J. P., Ehrlich‐Jones, L., & Heinemann, A. W. (2021) · Health & Social Care in the Community · doi:10.1111/hsc.13585 · Cited by 4 · see citing works
Long-Term Weight Loss Maintenance
Fischer, M., Oberänder, N., & Weimann, A. (2020) · IntechOpen eBooks · doi:10.5772/intechopen.92103 · Cited by 4 · see citing works
Henry, J. A., Astbury, N. M., Hartmann‐Boyce, J., Koshiaris, C., & Jebb, S. A. (2023) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2023.03.016 · Cited by 2 · see citing works
Self-citationDombrowski, S. U., Hoddinott, P., Macaulay, L., O’Dolan, C., Swingler, J., Cotton, S. C., Avenell, A., Getaneh, A. M., Gray, C. M., Hunt, K., et al. (2025) · Obesity · doi:10.1002/oby.24316 · Cited by 1 · see citing works
Hartmann‐Boyce, J., Harmer, G., Hobson, A., Bateman, P. A., Tudor, K., Aveyard, P. N., & Jebb, S. A. (2022) · Obesity · doi:10.1002/oby.23479 · Cited by 1 · see citing works
Self-citationInability to Understand the Complexity of Maintaining Weight Loss and the Complications
Rana, A. (2022) · IntechOpen eBooks · doi:10.5772/intechopen.105362
Noreik, M., André, Harmer, G., Li, D., Bateman, P. A., Aveyard, P. N., & Cantley, J. (2023) · doi:10.31219/osf.io/a6jxm
Self-citationDombrowski, S. U., Hoddinott, P., Swingler, J., Macaulay, L., O’Dolan, C., Cotton, S. C., Avenell, A., Getaneh, A. M., Gray, C. M., Hunt, K., et al. (2024) · medRxiv · doi:10.1101/2024.12.12.24318921
Dombrowski, S. U., Hoddinott, P., Macaulay, L., O’Dolan, C., Swingler, J., Cotton, S. C., Avenell, A., Getaneh, A. M., Gray, C. M., Hunt, K., et al. (2024) · medRxiv · doi:10.1101/2024.12.19.24319336
- Authors
- Hartmann-Boyce, J., Aveyard, P., Piernas, C., Koshiaris, C., Velardo, C., Salvi, D., & Jebb, S. A.
- Affiliations
- University of Oxford (GB)
- ORCID
- Venue
- PLOS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2018-08-10
- Volume
- 13
- Issue
- 8
- Pages
- e0202072
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC6086460
- OpenAlex
- W2887848649
- Semantic Scholar
- 5f59f0fcfa14b5604b2a14c1dded2ad07cfd0a48
- Cited by
- 19
- References
- 30
- Citations by year
- 2025: 2 · 2024: 3 · 2023: 4 · 2022: 4 · 2021: 2 · 2020: 3 · 2017: 1
- FWCI
- 1.19
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institute for Health Research School for Primary Care Research (NIHR SPCR)
- NIHR Collaboration for Leadership in Applied Health Research and Care Oxford at Oxford Health NHS Foundation Trust
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Social Sciences › Psychology › Clinical Psychology › Eating Disorders and Behaviors
- Keywords
- weight management, overweight adults, cognitive strategies, behavioral strategies, motivational support, self-monitoring, information seeking, weight change, obesity
- MeSH terms
- Body Weight Maintenance, Adult, Behavior, Cognition, Factor Analysis, Statistical, Female, United Kingdom, Humans, Male, Middle Aged, Models, Theoretical, Time Factors, Cohort Studies, Weight Loss, Overweight
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