Abstract
Findings from studies examining self-efficacy and its relationship to weight loss have been inconsistent. We examined self-efficacy specific to changing eating behaviors in the PREFER trial, an 18-month behavioral weight-loss study, to determine if self-efficacy and dietary adherence were associated with weight change, and what impact self-efficacy had on weight change after controlling for adherence. Measurements included the weight efficacy lifestyle (WEL) questionnaire, body weight, self-reported fat gram intake, kilocalorie intake, and adherence to kilocalorie and fat gram goals at baseline, 6, 12, and 18 months. The sample (N = 170) was 88.2% female and 70.0% Caucasian; the mean age was 44.1 years (SD = 8.8). Mean weight loss at 18 months was 4.64% (SD = 6.24) of baseline body weight and the mean increase in self-efficacy was 11.70% (SD = 38.61). Self-efficacy improved significantly over time (p = 0.04) and was associated with weight loss (p = 0.02). Adherence to the fat gram goal was associated with weight loss (p = 0.0003), and self-efficacy remained associated with weight loss after controlling for fat gram adherence (p = 0.0001). Consistent with self-efficacy theory, improvement in self-efficacy over time supported greater weight loss. Adherence to the fat gram goal also influenced weight loss.
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Ash, S., Reeves, M., Bauer, J., Dover, T., Vivanti, A., Leong, C., Sullivan, T. O. M., & Capra, S. (2006). A randomised control trial comparing lifestyle groups, individual counselling and written information in the management of weight and health outcomes over 12 months. International Journal of Obesity, 30, 1557–1564.
Azadbakht, L., Mirmiran, P., Esmaillzadeh, A., & Azizi, F. (2007). Better dietary adherence and weight maintenance achieved by a long-term moderate-fat diet. British Journal of Nutrition, 97, 399–404.
Ball, K., & Crawford, D. (2006). An investigation of psychological, social and environmental correlates of obesity and weight gain in young women. International Journal of Obesity, 30(8), 1240–1249.
Bandura, A. (1977). Social learning theory. Englewood Cliffs: Prentice Hall.
Bandura, A. (1982). Self-efficacy mechanism in human agency. American Psychology, 37(2), 122–147.
Bandura, A. (1986). Social foundations of thought & action: A social cognitive theory. Englewood Cliffs: Prentice Hall.
Bandura, A. (1997). Self-efficacy: The exercise of control. New York: W.H. Freeman and Company.
Burke, L. E., Choo, J., Music, E., Warziski, M., Styn, M. A., Kim, Y., & Sevick, M. A. (2006). PREFER study: A randomized clinical trial testing treatment preference and two dietary options in behavioral weight management-rationale, design and baseline characteristics. Contemporary Clinical Trials, 27(1), 34–48.
Burke, L. E., Sereika, S. M., Music, E., Warziski, M., Styn, M. A., & Stone, A. (2007a). Using instrumented paper diaries to document self-monitoring patterns in weight loss. Contemporary Clinical Trials. Advance online publication, 25 July 2007. doi: 10.1016/j.cct.2007.07.004.
Burke, L. E., Warziski, M., Styn, M. A., Music, E., Hudson, A. G., & Sereika, S. M. (2007b). A randomized clinical trial of a standard versus vegetarian diet for weight loss: The impact of treatment preference. International Journal of Obesity. Advance online publication, 14 August 2007. doi: 10.1038/sj.ijo.0803706.
Burke, V., Giangiulio, N., Gillam, H. F., Beilin, L. J., & Houghton, S. (2004). Changes in cognitive measures in a randomized controlled trial of a health promotion program for couples targeting diet and physical activity. American Journal of Health Promotion, 18(4), 300–311.
Buzzard, I., Schakel, S., & Ditter-Johnson, J. (1995). Quality control in the use of food and nutrient databases for epidemiologic studies. In Quality and accessibility of food-related data (pp. 241–252). Arlington, VA: AOAC International.
Cargill, B. R., Clark, M. M., Pera, V., Niaura, R. S., & Abrams, D. B. (1999). Binge eating, body image, depression, and self-efficacy in an obese clinical population. Obesity Research, 7(4), 379–386.
Clark, M. M., Abrams, D. B., Niaura, R. S., Eaton, C. A., & Rossi, J. S. (1991). Self-efficacy in weight management. Journal of Consulting and Clinical Psychology, 59, 739–744.
Clark, M. M., Cargill, B. R., Medeiros, M. L., & Pera, V. (1996). Changes in self-efficacy following obesity treatment. Obesity Research, 4(2), 179–181.
Condiotte, M. M., & Lichtenstein, E. (1981). Self-efficacy and relapse in smoking cessation programs. Journal of Consulting and Clinical Psychology, 49(5), 648–658.
Dansinger, M. L., Gleason, J. A., Griffith, J. L., Selker, H. P., & Schaefer, E. J. (2005). Comparison of the atkins, ornish, weight watchers, and zone diets for weight loss and heart disease risk reduction: A randomized trial. JAMA, 293(1), 43–53.
Dennis, K. E., & Goldberg, A. P. (1996). Weight control self-efficacy types and transitions affect weight-loss outcomes in obese women. Addictive Behaviors, 21(1), 103–116.
Fontaine, K. R., & Cheskin, L. J. (1997). Self-efficacy, attendance, and weight loss in obesity treatment. Addictive Behaviors, 22(4), 567–570.
Glasgow, R. E., Nelson, C. C., Kearney, K. A., Reid, R., Ritzwoller, D. P., Strecher, V. J., Couper, M. P., Green, B., & Wildenhaus, K. (2007). Reach, engagement, and retention in an Internet-based weight loss program in a multi-site randomized controlled trial. Journal of Medicine and Internet Research, 9(2), e11.
Hagler, A. S., Norman, G. J., Zabinski, M. F., Sallis, J. F., Calfus, K. J., & Patrick, K. (2007). Psychosocial correlates of dietary intake among overweight and obese men. American Journal of Health Behavior, 31(1), 3–12.
Henry, H., Reimer, K., Smith, C., & Reicks, M. (2006). Associations of decisional balance, processes of change, and self-efficacy with stages of change for increased fruit and vegetable intake among low-income, African-American monthers. Journal of American Diet Association, 106, 841–849.
Jakicic, J. M., Clark, K., Coleman, E., Donnelly, J. E., Foreyt, J., Melanson, E., Volek, J., & Volpe, S. L. (2001). Appropriate intervention strategies for weight loss and prevention of weight regain for adults. Medicine and Science in Sports and Exercise, 33(12), 2145–2156.
Jeffery, R. W., Drewnowski, A., Epstein, L. H., Stunkard, A. J., Wilson, G. T., Wing, R. R., & Hill, D. R. (2000). Long-term maintenance of weight loss: Current status. Health Psychology, 19(Suppl 1), 5–16.
Johansson, G., Wikman, A., Ahren, A., Hallmans, G., & Johnansson, I. (2001). Underreporting of energy intake in repeated 24-hour recalls related to gender, age, weight status, day of interview, education level, reported food intake, smoking habits and area of living. Public Health Nutrition, 4(4), 919–927.
King, T. K., Clark, M. M., & Pera, V. (1996). History of sexual abuse and obesity treatment outcome. Addictive Behaviors, 21, 283–290.
Kitsantas, A. (2000). The role of self-regulation strategies and self-efficacy perceptions in successful weight loss maintenance. Psychology and Health, 15, 811–820.
Klein, S., Burke, L. E., Bray, G. A., Blair, S., Allison, D. B., Pi-Sunyer, X., Hong, Y., & Eckel, R. H. (2004). Clinical implications of obesity with specific focus on cardiovascular disease. A statement for professionals from the American Heart Association Council on Nutrition, Physical Activity, and Metabolism. Circulation, 110, 2952–2967.
Linde, J. A., Jeffrey, R. W., Levy, R. L., Sherwood, N. E., Utter, J., Pronk, N. P., & Boyle, R. G. (2004). Binge eating disorder, weight control self-efficacy, and depression in overweight men and women. International Journal of Obesity, 28, 418–425.
Linde, J. A., Rothman, A. J., Baldwin, A. S., & Jeffery, R. W. (2006). The impact of self-efficacy on behavior change and weight change among overweight participants in a weight loss trial. Health and Psychology, 25(3), 282–291.
Livingstone, M. B., & Black, A. E. (2003). Markers of the validity of reported energy intake. Journal of Nutrtion, 133(Suppl 3), 895S–920S.
Martin, C. K., O’Neil, P. M., & Binks, M. (2002). An attempt to identify predictors of treatment outcome in two comprehensive weight loss programs. Eating Behaviors, 3, 239–248.
Martin, L. J., Su, W., Jones, P. J., Lockwood, G. A., Tritchler, D. L., & Boyd, N. F. (1996). Comparison of energy intakes determined by food records and doubly labeled water in women participating in a dietary-intervention trial. American Journal of Clinical Nutrition, 63(4), 483–490.
Martin, P. D., Dutton, G. R., & Brantley, P. J. (2003). Self-efficacy as a predictor of weight change in African-American women. Obesity Research, 12(4), 646–651.
McManus, K., Antinoro, L., & Sacks, F. (2001). A randomized controlled trial of a moderate-fat, low-energy diet compared with a low fat, low-energy diet for weight loss in overweight adults. International Journal of Obesity, 25(10), 1503–1511.
Mendonca, P. J., & Brehm, S. S. (1983). Effects of choice on behavioral treatment of overweight children. Journal of Social and Clinical Psychology, 1(4), 343–358.
Mertz, W., Tsui, J. C., Judd, J. T., Reiser, S., Hallfrisch, J., Morris, E. R., Steele, P. D., & Lashley, E. (1991). What are people really eating? The relation between energy intake derived from estimated diet records and intake determined to maintain body weight. American Journal of Clinical Nutrition, 54(2), 291–295.
Miller, P. M., Watkins, J. A., Sargent, R. G., & Rickert, E. J. (1999). Self-efficacy in overweight individuals with binge eating disorder. Obesity Research, 7(6), 552–555.
Mokdad, A. H., Ford, E. S., Bowman, B. A., Dietz, W. H., Vinicor, F., Bales, V. S., & Marks, J. S. (2003). Prevalence of obesity, diabetes, and obesity-related health risk factors, 2001. JAMA, 289(1), 76–79.
Murray, D. C. (1976). Preferred versus nonpreferred treatment, and self-control training versus determination raising as treatments of obesity: A pilot study. Psychological Reports, 38, 191–198.
Nelson, K. M., McFarland, L., & Relber, G. (2007). Factors influencing disease self-managment among veterans with diabetes and poor glycemic control. Journal of General Internal Medicine, 22, 442–447.
Pinto, B. M., Borrelli, B., King, T. K., Bock, B. C., Clark, M. M., Roberts, M., & Marcus, B. H. (1999a). Weight control smoking among sedentary women. Addictive Behaviors, 24(1), 75–86.
Pinto, B. M., Clark, M. M., Cruess, D. G., Syzmanski, L., & Pera, V. (1999b). Changes in self-efficacy and decisional balance for exercise among obese women in a weight management program. Obesity Research, 7(3), 288–292.
Pocock, S. J., & Simon, R. M. (1975). Sequential treatment assignment with balancing for prognostic factors in the controlled clinical trials. Biometrics, 31, 103–115.
Preacher, K. J., & Hayes, A. F. (2004). SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behavior Research Methods, Instrumentation and Computers, 36(4), 717–731.
Renjilian, D. A., Perri, M. G., Nezu, A. M., McKelvey, W. F., Shermer, R. L., & Anton, S. D. (2001). Individual versus group therapy for obesity: Effects of matching participants to their treatment preferences. Journal of Consulting and Clinical Psychology, 69(4), 717–721.
Richman, R. M., Loughnan, G. T., Droulers, A. M., Steinbeck, K. S., & Caterson, I. D. (2001). Self-efficacy in relation to eating behaviour among obese and non-obese women. International Journal of Obesity, 25(6), 907–913.
Roach, J. B., Yadrick, M. K., Johnson, J. T., Boudreaux, L. J., Forsythe, W. A., & Billon, W. (2003). Using self-efficacy to predict weight loss among young adults. Journal of American Diet Association, 103(10), 1357–1359.
Schwarzer, R., & Renner, B. (2000). Social-cognitive predictors of health behavior: Action self-efficacy and coping self-efficacy. Health and Psychology, 19(5), 487–495.
Steptoe, A., Doherty, S., Kerry, S., Rink, E., & Hilton, S. (2000). Sociodemographic and psychological predictors of changes in dietary fat consumption in adults with high blood cholesterol following counseling in primary care. Health and Psychology, 19(5), 411–419.
Toobert, D. J., Strycker, L. A., Glasgow, R. E., Barrera M. Jr, & Angell, K. (2005). Effects of the mediterranean lifestyle program on multiple risk behaviors and psychosocial outcomes among women at risk for heart disease. Annals of Behavioral Medicne, 29(2), 128–137.
Unnebrink, K., & Windeler, J. (2001). Intention-to-treat: Methods for dealing with missing values in clinical trials of progressively deteriorating diseases. Statistics in Medicine, 20(24), 3931–3946.
Van Duyn, M. A., Kristal, A. R., Dodd, K., Campbell, M. K., Subar, A. F., Stables, G., Nebeling, L., & Glanz, K. (2001). Association of awareness, intrapersonal and interpersonal factors, and stage of dietary change with fruit and vegetable consumption: A national survey. American Journal of Health Promotion, 16(2), 69–78.
Vogels, N., & Westerterp-Plantenga, M. S. (2005). Categorical strategies based on subject characteristics of dietary restraint and physical activity, for weight maintenance. International Journal of Obesity, 29, 849–857.
Wadden, T. A., Berkowitz, R. I., Womble, L. G., Sarwer, D. B., Phelan, S., Cato, R. K., Hesson, L. A., Osei, S. Y., Kaplan, R., & Stunkard, A. J. (2005). Randomized trial of lifestyle modification and pharmacotherapy for obesity. New England Journal of Medicine, 353(20), 2111–2120.
Wadden, T. A., & Phelan, S. (2002). Behavioral assessment of the obese patient. In T. A. Wadden, & A. J. Stunkard (Eds.), Handbook of obesity treatment (pp. 186–226). New York: Guilford Press.
White, M. A., Martin, P. D., Newton, R. L., Walden, H. M., York-Crowe, E. E., Gordon, S. T., Ryan, D. H., & Williamson, D. A. (2004). Mediators of weight loss in a family-based intervention presented over the internet. Obesity Research, 12(7), 1050–1059.
Wing, R. R. (1998). Behavioral approaches to the treatment of obesity. In G. A. Bray, C. Bourchard, & W. P. T. James (Eds.), Handbook of obesity (pp. 855–877). New York: Marcel Dekker.
Yeh, M. C., Rodriguez, E., Nawaz, H., Gonzalez, M., Nakamoto, D., & Katz, D. L. (2003). Technical skills for weight loss: 2-y follow-up results of a randomized trial. International Journal of Obesity, 27(12), 1500–1506.
Acknowledgments
This Research was supported by NIH 5R01 DK 58631, NIH F31 NR 009750. The conduct of the study was also supported by the Data Management Core of the Center for Research in Chronic Disorders NIH-NINR #P30-NR03924, the Obesity and Nutrition Research Center NIH-NIDDK #DK-046204, and the General Clinical Research Center, NIH-NCRR-GCRC #5MO1-RR00056 at the University of Pittsburgh. Clinical Trials Registration: Clinical Trials.gov, NCT00330629.
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Warziski, M.T., Sereika, S.M., Styn, M.A. et al. Changes in self-efficacy and dietary adherence: the impact on weight loss in the PREFER study. J Behav Med 31, 81–92 (2008). https://doi.org/10.1007/s10865-007-9135-2
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DOI: https://doi.org/10.1007/s10865-007-9135-2