The Change in Eating Behaviors in a Web-Based Weight Loss Program: A Longitudinal Analysis of Study Completers

Background Eating behaviors are essential components in weight loss programs, but limited research has explored eating behaviors in Web-based weight loss programs. Objectives The aim was to evaluate an interactive Web-based weight loss program on eating behaviors using the 18-item Three-Factor Eating Questionnaire Revised (TFEQ-R18) which measures uncontrolled eating, emotional eating, and cognitive restrained eating. Our Web-based weight loss program is comprised of information about healthy lifestyle choices, weekly chats with experts, social networking features, databases for recipe searches, and features allowing members to self-report and track their weight, physical activity, and dietary intake on the website. Methods On registering for the weight loss program, 23,333 members agreed to take part in the research study. The participants were then asked to complete the TFEQ-R18 questionnaire at baseline and after 3 and 6 months of participation. All data collection was conducted online, with no face-to-face contact. To study changes in TFEQ-R18 eating behaviors we restricted our study to those members who completed all 3 TFEQ-R18 questionnaires. These participants were defined as “completers” and the remaining as “noncompleters.” The relationships between sex, change in eating behaviors, and total weight loss were studied using repeated measures ANOVA and Pearson correlation coefficient. Results In total, 22,800 individuals participated (females: 19,065/22,800, 83.62%; mean age 39.6, SD 11.4 years; BMI 29.0 kg/m2; males: 3735/22,800, 16.38%; mean age 43.2, SD 11.7 years; BMI 30.8 kg/m2). Noncompleters (n=22,180) were younger and reported a lower score of uncontrolled eating and a higher score of cognitive restrained eating. Over time, completers (n=620) decreased their uncontrolled eating score (from 56.3 to 32.0; P<.001) and increased their cognitive restrained eating (from 50.6 to 62.9; P<.001). Males decreased their emotional eating (from 57.2 to 35.9; P<.001), but no significant change was found among females. The baseline cognitive restrained eating score was significantly and positively associated with weight loss for completers in both men (P=.02) and women (P=.002). Conclusions To our knowledge, this is the largest TFEQ sample that has been documented. This Web-based weight loss intervention suggests that eating behaviors (cognitive restrained eating, uncontrolled eating, and emotional eating) measured by TFEQ-R18 were significantly changed during 6 months of participation. Our findings indicate differences in eating behaviors with respect to sex, but should be interpreted with caution because attrition was high.

[1]  F. Bellisle,et al.  Sex and dieting modify the association between emotional eating and weight status. , 2013, The American journal of clinical nutrition.

[2]  MJ Bond,et al.  The measurement of dietary restraint, disinhibition and hunger: an examination of the factor structure of the Three Factor Eating Questionnaire (TFEQ) , 2001, International Journal of Obesity.

[3]  W. Stroebe,et al.  Who likes it more? Restrained eaters’ implicit attitudes towards food , 2009, Appetite.

[4]  G. Siest,et al.  Dietary intakes, eating style and overweight in the Stanislas Family Study , 2000, International Journal of Obesity.

[5]  M. Neve,et al.  Effectiveness of web‐based interventions in achieving weight loss and weight loss maintenance in overweight and obese adults: a systematic review with meta‐analysis , 2010, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[6]  Shlomo Berkovsky,et al.  Features Predicting Weight Loss in Overweight or Obese Participants in a Web-Based Intervention: Randomized Trial , 2012, Journal of medical Internet research.

[7]  S. Barr,et al.  "Restrained eating" vs "trying to lose weight": how are they associated with body weight and tendency to overeat among postmenopausal women? , 2009, Journal of the American Dietetic Association.

[8]  J. Laitinen,et al.  The effect of eating behavior on weight loss and maintenance during a lifestyle intervention. , 2009, Preventive medicine.

[9]  R. McNally,et al.  Emotional arousal and overeating in restrained eaters. , 1992, Journal of abnormal psychology.

[10]  M. Sullivan,et al.  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 , 2000, International Journal of Obesity.

[11]  S. Rössner,et al.  Older Members Perform Better in an Internet-Based Behavioral Weight Loss Program Compared to Younger Members , 2009, Obesity Facts.

[12]  J. Després,et al.  Eating behaviors and indexes of body composition in men and women from the Québec family study. , 2003, Obesity research.

[13]  K. Elfhag,et al.  Personality traits and eating behavior in the obese: poor self-control in emotional and external eating but personality assets in restrained eating. , 2008, Eating behaviors.

[14]  J. Wardle,et al.  Socioeconomic gradient in body size and obesity among women: the role of dietary restraint, disinhibition and hunger in the Whitehall II study , 2004, International Journal of Obesity.

[15]  C. Abraham,et al.  Self-Directed Interventions to Promote Weight Loss: A Systematic Review of Reviews , 2014, Journal of medical Internet research.

[16]  Mahesh Gopinath,et al.  The Role of Regulatory Focus in the Experience and Self-Control of Desire for Temptations , 2006 .

[17]  L. Gauvin,et al.  Trying to lose weight: the association of income and age to weight-loss strategies in the U.S. , 2014, American journal of preventive medicine.

[18]  T. van Strien,et al.  Emotional Eating, Rather Than Lifestyle Behavior, Drives Weight Gain in a Prospective Study in 1562 Employees , 2011, Journal of occupational and environmental medicine.

[19]  Ari Haukkala,et al.  Emotional eating, depressive symptoms and self-reported food consumption. A population-based study , 2010, Appetite.

[20]  J. Harvey-Berino,et al.  Comparing Behavioral Weight Loss Modalities: Incremental Cost‐Effectiveness of an Internet‐Based Versus an In‐Person Condition , 2011, Obesity.

[21]  J. Schwartz,et al.  Interactive computer-based interventions for weight loss or weight maintenance in overweight or obese people. , 2012, The Cochrane database of systematic reviews.

[22]  Alan Bauck,et al.  Associations of Internet Website Use With Weight Change in a Long-term Weight Loss Maintenance Program , 2010, Journal of medical Internet research.

[23]  Clare E Collins,et al.  Dropout, Nonusage Attrition, and Pretreatment Predictors of Nonusage Attrition in a Commercial Web-Based Weight Loss Program , 2010, Journal of medical Internet research.

[24]  Clare E Collins,et al.  Behavioural factors related with successful weight loss 15 months post-enrolment in a commercial web-based weight-loss programme , 2011, Public Health Nutrition.

[25]  M. Sullivan,et al.  Dietary intake in relation to restrained eating, disinhibition, and hunger in obese and nonobese Swedish women. , 1997, Obesity research.

[26]  S. Leeder,et al.  A population based study , 1993, The Medical journal of Australia.

[27]  Nicol Nijland,et al.  Effectiveness of a Web-based Intervention Aimed at Healthy Dietary and Physical Activity Behavior: A Randomized Controlled Trial About Users and Usage , 2011, Journal of medical Internet research.

[28]  Jan Karlsson,et al.  Genetic and environmental influences on eating behavior: the Swedish Young Male Twins Study. , 2005, The American journal of clinical nutrition.

[29]  S. Mobini,et al.  Impulsivity is associated with the disinhibition but not restraint factor from the Three Factor Eating Questionnaire , 2008, Appetite.

[30]  C. Grilo,et al.  On the relation of flexible and rigid control of eating to body mass index and overeating in patients with binge eating disorder. , 2002, The International journal of eating disorders.

[31]  M. Koller,et al.  Determinants of Successful Weight Loss After Using a Commercial Web-Based Weight Reduction Program for Six Months: Cohort Study , 2013, Journal of medical Internet research.

[32]  P. Lindfors,et al.  International Journal of Behavioral Nutrition and Physical Activity Three Factor Eating Questionnaire-r18 as a Measure of Cognitive Restraint, Uncontrolled Eating and Emotional Eating in a Sample of Young Finnish Females , 2022 .

[33]  Jan Karlsson,et al.  The Three-Factor Eating Questionnaire-R18 is able to distinguish among different eating patterns in a general population. , 2004, The Journal of nutrition.

[34]  D. Spruijt-Metz,et al.  BMI as a moderator of perceived stress and emotional eating in adolescents. , 2008, Eating behaviors.

[35]  J. Leeper,et al.  Overweight and obesity are associated with emotion- and stress-related eating as measured by the eating and appraisal due to emotions and stress questionnaire. , 2008, Journal of the American Dietetic Association.

[36]  E. Feig,et al.  Dieting and restrained eating as prospective predictors of weight gain , 2013, Front. Psychol..

[37]  K. Melanson,et al.  Changes in eating behaviour and meal pattern following Roux-en-Y gastric bypass , 2012, International Journal of Obesity.

[38]  K. Clément,et al.  The Eating Inventory and body adiposity from leanness to massive obesity: a study of 2509 adults. , 2004, Obesity research.

[39]  J. Borys,et al.  Is restrained eating a risk factor for weight gain in a general population? , 2006, The American journal of clinical nutrition.

[40]  S. Galea,et al.  Participation rates in epidemiologic studies. , 2007, Annals of epidemiology.

[41]  J. Laitinen,et al.  Effect of weight loss intervention on the association between eating behaviour measured by TFEQ-18 and dietary intake in adults , 2011, Appetite.

[42]  Goldstein Dj Beneficial health effects of modest weight loss , 1992 .

[43]  Joanne Locke,et al.  The emergence of , 2016 .

[44]  L. Birch,et al.  Dieting, restraint, and disinhibition predict women's weight change over 6 y. , 2009, The American journal of clinical nutrition.

[45]  M. Neve,et al.  Participant characteristics and reach of a commercial web-based weight loss program , 2010 .

[46]  B. Goldstein,et al.  Beneficial health effects of modest weight loss. , 1992, International journal of obesity and related metabolic disorders : journal of the International Association for the Study of Obesity.

[47]  D. Ridder,et al.  Assessing yourself as an emotional eater: Mission impossible? , 2009, Appetite.

[48]  Y. Lagerros,et al.  Motivational technologies to promote weight loss--from internet to gadgets. , 2010, Patient education and counseling.

[49]  Liisa Lähteenmäki,et al.  Three-factor eating questionnaire and the use and liking of sweet and fat among dieters , 1995, Physiology & Behavior.

[50]  A. Stunkard,et al.  The three-factor eating questionnaire to measure dietary restraint, disinhibition and hunger. , 1985, Journal of psychosomatic research.

[51]  F. G. Benedict,et al.  A Biometric Study of Human Basal Metabolism. , 1918, Proceedings of the National Academy of Sciences of the United States of America.

[52]  G. Egger,et al.  The emergence of “lifestyle medicine” as a structured approach for management of chronic disease , 2009, The Medical journal of Australia.

[53]  H. Liebermeister Effects of weight-reduction on obesity-associated diseases , 2003, German medical science : GMS e-journal.