International Diabetes Federation. IDF Diabetes Atlas, 9th edn. Brussels, Belgium. 2019. http://www.idf.org/sites/default/files/Atlas-poster-2014_ES.pdf.
Riaz H, Khan MS, Siddiqi TJ, Usman MS, Shah N, Goyal A, et al. Association between obesity and cardiovascular outcomes: a systematic review and meta-analysis of Mendelian randomization studies. JAMA Netw Open. 2018;1:e183788.
Tuomilehto J, Lindström J, Eriksson JG, Valle TT, Hämäläinen H, Ilanne-Parikka P, et al. Prevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance. N Engl J Med. 2001;344:1343–50.
Knowler WC, Barrett-Connor E, Fowler SE, Hamman RF, Lachin JM, Walker EA, et al. Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med. 2002;346:393–403.
Santos I, Sniehotta FF, Marques MM, Carraça EV, Teixeira PJ. Prevalence of personal weight control attempts in adults: a systematic review and meta-analysis. Obes Rev. 2017;18:32–50.
Sumithran P, Proietto J. The defence of body weight: a physiological basis: for weight regain after weight loss. Clin Sci. 2013;124:231–41.
Wing RR, Phelan S. Long-term weight loss maintenance. Am J Clin Nutr. 2005. https://doi.org/10.1093/ajcn/82.1.222s.
Pietiläinen KH, Saarni SE, Kaprio J, Rissanen A. Does dieting make you fat? A twin study. Int J Obes. 2012;36:456–64.
Sainsbury K, Evans EH, Pedersen S, Marques MM, Teixeira PJ, Lähteenmäki L, et al. Attribution of weight regain to emotional reasons amongst European adults with overweight and obesity who regained weight following a weight loss attempt. Eat Weight Disord. 2019;24:351–61.
Siahpush M, Tibbits M, Shaikh RA, Singh GK, Sikora Kessler A, Huang TTK. Dieting increases the likelihood of subsequent obesity and BMI gain: results from a prospective study of an Australian National Sample. Int J Behav Med. 2015;22:662–71.
Sares-Jäske L, Knekt P, Männistö S, Lindfors O, Heliövaara M. Self-report dieting and long-term changes in body mass index and waist circumference. Obes Sci Pract. 2019;5:291–303.
Giusti V, Héraïef E, Gaillard RC, Burckhardt P. Predictive factors of binge eating disorder in women searching to lose weight. Eat Weight Disord. 2004;9:44–49.
Serdar K, Mazzeo S, Mitchell K, Aggen S, Kendler K, Bulik C. Correlates of weight instability across the lifespan in a population-based sample. Int J Eat Disord. 2011;44:506–14.
Kaluski D, Natamba B, Goldsmith R, Shimony T, Berry E. Determinants of disordered eating behaviors among Israeli adolescent girls. Eat Disord. 2008;16:146–59.
van Strien T. Causes of emotional eating and matched treatment of obesity. Curr Diab Rep. 2018. https://doi.org/10.1007/s11892-018-1000-x.
Brytek-Matera A, Rogoza R, Czepczor-Bernat K. The Three-Factor Eating Questionnaire-R18 Polish version: factor structure analysis among normal weight and obese adult women. Arch Psychiatry Psychother. 2017;19:81–90.
Camilleri GM, Méjean C, Kesse-Guyot E, Andreeva VA, Bellisle F, Hercberg S, et al. The associations between emotional eating and consumption of energy-dense snack foods are modified by sex and depressive symptomatology. J Nutr. 2014;144:1264–73.
Elfhag K, Rössner S. Who succeeds in maintaining weight loss? A conceptual review of factors associated with weight loss maintenance and weight regain. Obes Rev. 2005;6:67–85.
Lopez-Cepero A, Frisard CF, Lemon SC, Rosal MC. Association of dysfunctional eating patterns and metabolic risk factors for cardiovascular disease among Latinos. J Acad Nutr Diet. 2018;118:849–56.
Kerrigan SG, Clark M, Convertino A, Forman EM, Butryn ML. The association between previous success with weight loss through dietary change and success in a lifestyle modification program. J Behav Med. 2018;41:152–9.
Bandura A. Health promotion by social cognitive means. Heal Educ Behav. 2004;31:143–64.
Laatikainen T, Philpot B, Hankonen N, Sippola R, Dunbar JA, Absetz P, et al. Predicting changes in lifestyle and clinical outcomes in preventing diabetes: The Greater Green Triangle Diabetes Prevention Project. Prev Med (Baltim). 2012;54:157–61.
Hankonen N, Absetz P, Kinnunen M, Haukkala A, Jallinoja P. Toward identifying a broader range of social cognitive determinants of dietary intentions and behaviors. Appl Psychol Heal Well Being. 2013;5:118–35.
Teixeira PJ, Going SB, Houtkooper LB, Cussler EC, Metcalfe LL, Blew RM, et al. Pretreatment predictors of attrition and successful weight management in women. Int J Obes. 2004;28:1124–33.
Luszczynska A, Tryburcy M, Schwarzer R. Improving fruit and vegetable consumption: a self-efficacy intervention compared with a combined self-efficacy and planning intervention. Health Educ Res. 2007;22:630–8.
Kreausukon P, Gellert P, Lippke S, Schwarzer R. Planning and self-efficacy can increase fruit and vegetable consumption: a randomized controlled trial. J Behav Med. 2012;35:443–51.
Al-Khawaldeh OA, Al-Hassan MA, Froelicher ES. Self-efficacy, self-management, and glycemic control in adults with type 2 diabetes mellitus. J Diabetes Complications. 2012;26:10–16.
Strychar I, Elisha B, Schmitz N. Type 2 diabetes self-management: role of diet self-efficacy. Can J Diabetes. 2012;36:337–44.
Teixeira PJ, Going SB, Houtkooper LB, Cussler EC, Martin CJ, Metcalfe LL, et al. Weight loss readiness in middle-aged women: psychosocial predictors of success for behavioral weight reduction. J Behav Med. 2002;25:499–523.
Pihlajamäki J, Männikkö R, Tilles-Tirkkonen T, Karhunen L, Kolehmainen M, Schwab U, et al. Digitally supported program for type 2 diabetes risk identification and risk reduction in real-world setting: protocol for the StopDia model and randomized controlled trial. BMC Public Health. 2019. https://doi.org/10.1186/s12889-019-6574-y.
Lindström J, Tuomilehto J. The diabetes risk score: a practical tool to predict type 2 diabetes risk. Diabetes Care. 2003;26:725–31.
Nordic Council of Ministers. Nordic Nutrition Recommendations 2012: Integrating nutrition and physical activity. 2012. https://doi.org/10.6027/Nord2014-002.
The National Nutrition Council of Finland. Terveyttä ruoasta—Suomalaiset ravitsemussuositukset 2014. 2014. https://www.ruokavirasto.fi/globalassets/teemat/terveytta-edistava-ruokavalio/kuluttaja-jaammattilaismateriaali/julkaisut/ravitsemussuositukset_2014_fi_web_versio_5.pdf.
Haskell WL, Lee IM, Pate RR, Powell KE, Blair SN, Franklin BA, et al. Physical activity and public health: updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. Circulation. 2007;116:1081–93.
Colberg SR, Sigal RJ, Fernhall B, Regensteiner JG, Blissmer BJ, Rubin RR, et al. Exercise and type 2 diabetes: The American College of Sports Medicine and the American Diabetes Association: Joint position statement. Diabetes Care. 2010. https://doi.org/10.2337/dc10-9990.
Garber CE, Blissmer B, Deschenes MR, Franklin BA, Lamonte MJ, Lee IM, et al. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: Guidance for prescribing exercise. Med Sci Sports Exerc. 2011;43:1334–59.
Harris PA, Taylor R, Thielke R, Payne J, Gonzalez N, Conde JG. Research electronic data capture (REDCap)-A metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform. 2009;42:377–81.
Harris PA, Taylor R, Minor BL, Elliott V, Fernandez M, O’Neal L, et al. The REDCap consortium: building an international community of software platform partners. J Biomed Inform. 2019. https://doi.org/10.1016/j.jbi.2019.103208.
Halali F, Lapveteläinen A, Karhunen L, Kantanen T. Eating behavior tendencies among Finnish adults in relation to previous weight loss attempts. Appetite. 2020. https://doi.org/10.1016/j.appet.2020.104650.
Matsuda M, Defronzo RA. Insulin sensitivity indices obtained from comparison with the euglycemic insulin clamp. Diabetes Care. 1999;22:1462–70.
Stǎácaková A, Javorský M, Kuulasmaa T, Haffner SM, Kuusisto J, Laakso M. Changes in insulin sensitivity and insulin release in relation to glycemia and glucose tolerance in 6,414 finnish men. Diabetes. 2009;58:1212–21.
Karlsson J, Persson LO, Sjöström L, Sullivan M. Psychometric properties and factor structure of the Three-Factor Eating Questionnaire (TFEQ) in obese men and women. Results from the Swedish Obese Subjects (SOS) study. Int J Obes. 2000;24:1715–25.
de Lauzon B, Romon M, Deschamps V, Lafay L, Borys J-M, Karlsson J, et al. The Three-Factor Eating Questionnaire-R18 is able to distinguish among different eating patterns in a general population. J Nutr. 2004;134:2372–80.
Schwarzer R, Renner B. Health-specific self-efficacy scales. Statistics (Ber). 2009.
Schwarzer R, Renner B. Social-cognitive predictors of health behavior: action self-efficacy and coping self-efficacy. Heal Psychol. 2000;19:487–95.
Hankonen N, Absetz P, Haukkala A, Uutela A. Socioeconomic status and psychosocial mechanisms of lifestyle change in a type 2 diabetes prevention trial. Ann Behav Med. 2009;38:160–5.
Lindström J, Aittola K, Pölönen A, Hemiö K, Ahonen K, Karhunen L, et al. Formation and validation of the healthy diet index (Hdi) for evaluation of diet quality in healthcare. Int J Environ Res Public Health. 2021;18:1–22.
Eloranta AM, Sallinen T, Viitasalo A, Lintu N, Väistö J, Jalkanen H, et al. The effects of a 2-year physical activity and dietary intervention on plasma lipid concentrations in children: the PANIC Study. Eur J Nutr. 2020. https://doi.org/10.1007/s00394-020-02260-x.
Raftery AE. Bayesian model selection in social research. Sociol Methodol. 1995;25:111.
Schwarz G. Estimating the dimension of a model. Ann Stat. 1978;6:461–4.
Green AJ, Fox KM, Grandy S. Impact of regular exercise and attempted weight loss on quality of life among adults with and without type 2 diabetes mellitus. J Obes. 2011. https://doi.org/10.1155/2011/172073.
Ek S. Gender differences in health information behaviour: a Finnish population-based survey. Health Promot Int. 2015;30:736–45.
Wardle J, Griffith J. Socioeconomic status and weight control practices in British adults. J Epidemiol Community Health. 2001;55:185–90.
Sares-Jäske L, Knekt P, Eranti A, Männistö S, Lindfors O, Heliövaara M. Intentional weight loss as a predictor of type 2 diabetes occurrence in a general population. Proc Nutr Soc. 2020. https://doi.org/10.1017/s0029665120001536.
Blane D. The life course, the social gradient, and health. In: Social Determinants of Health. Oxford University Press; 2009.
Hoffmann K, De Gelder R, Hu Y, Bopp M, Vitrai J, Lahelma E, et al. Trends in educational inequalities in obesity in 15 European countries between 1990 and 2010. Int J Behav Nutr Phys Act. 2017. https://doi.org/10.1186/s12966-017-0517-8.
Strychar I, Lavoie M, Messier L, Karelis A, Doucet É, Prud’homme D, et al. Anthropometric, metabolic, psychosocial, and dietary characteristics of overweight/obese postmenopausal women with a history of weight cycling: a MONET (Montreal Ottawa New Emerging Team) Study. YJADA. 2009;109:718–24.
Mackie GM, Samocha-Bonet D, Tam CS. Does weight cycling promote obesity and metabolic risk factors. Obes Res Clin Pract. 2017;11:131–9.
Holbrook TL, Barrett-Connor E, Wingard DL. The association of lifetime weight and weight control patterns with diabetes among men and women in an adult community. Int J Obes. 1989;13:723–9.
Oh TJ, Moon JH, Choi SH, Lim S, Park KS, Cho NH, et al. Body-weight fluctuation and incident diabetes mellitus, cardiovascular disease, and mortality: a 16-year prospective cohort study. J Clin Endocrinol Metab. 2018;104:639–46.
Williamson DF, Pamuk E, Thun M, Flanders D, Byers T, Heath C. Prospective study of intentional weight loss and mortality in never-smoking overweight US white women aged 40-64 years. Am J Epidemiol. 1995;141:1128–41.
Will JC, Williamson DF, Ford ES, Calle EE, Thun MJ. Intentional weight loss and 13-year diabetes incidence in overweight adults. Am J Public Health. 2002;92:1245–8.
Leung AWY, Chan RSM, Sea MMM, Woo J. An overview of factors associated with adherence to lifestyle modification programs for weight management in adults. Int J Environ Res Public Health. 2017. https://doi.org/10.3390/ijerph14080922.
Pasman WJ. Predictors of weight maintenance. Obes Res. 1999;7:43–50.
Teixeira PJ, Going SB, Sardinha LB, Lohman TG. A review of psychosocial pre-treatment predictors of weight control. Obes Rev. 2005;6:43–65.
Maclean PS, Higgins JA, Giles ED, Sherk VD, Jackman MR. The role for adipose tissue in weight regain after weight loss. Obes Rev. 2015;16:45–54.
Montani JP, Schutz Y, Dulloo AG. Dieting and weight cycling as risk factors for cardiometabolic diseases: who is really at risk? Obes Rev. 2015;16:7–18.
Lally P, Gardner B. Promoting habit formation. Health Psychol Rev. 2013. https://doi.org/10.1080/17437199.2011.603640.
Marchesini G, Cuzzolaro M, Mannucci E, Dalle Grave R, Gennaro M, Tomasi F, et al. Weight cycling in treatment-seeking obese persons: data from the QUOVADIS study. Int J Obes. 2004;28:1456–62.
Delahanty LM, Meigs JB, Hayden D, Williamson DA, Nathan DM. Psychological and behavioral correlates of baseline BMI in the Diabetes Prevention Program (DPP). Diabetes Care. 2002;25:1992–8.
Tsenkova V, Boylan JM, Ryff C. Stress eating and health. Findings from MIDUS, a national study of US adults. Appetite. 2013;69:151–5.