Skip to main content
Log in

Psychosocial and behavioral pre-treatment predictors of weight loss outcomes

  • Original Research Paper
  • Published:
Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity Aims and scope Submit manuscript

Abstract

OBJECTIVE: This study tested whether baseline behavioral and psychological variables predict weight and fat loss among overweight, non-obese individuals participating in a six-month calorie restriction trial. Participants (N=48) were randomly assigned to four groups, three of which included a calorie restriction program and one of which served as a healthy diet weight maintenance control. For the purposes of this study, data were analyzed only for participants assigned to the three calorie restriction groups (n=36). Ten psychological and behavioral measures were investigated through principal components factor analysis to examine whether these measures were assessing similar or distinct psychological and behavioral constructs. Based on the obtained six-factor solution, one measure from each domain was selected for inclusion in hierarchical regression analyses, which was used to test the relative importance of psychosocial and behavioral variables in predicting percent weight and fat loss over six months. After controlling for demographic and treatment variables, the behavioral and psychological measures of negative mood states, poor psychosocial functioning, and somatic symptoms were associated with less weight loss (R2=0.68, p<0.001) and fat loss (R2=0.65, p<0.001) over six months. Among overweight individuals, poor psychological adjustment, somatic symptoms, and negative mood states appear to form a psychosocial profile that is predictive of less weight and fat loss in calorie restriction programs.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Weindruch R., Walford R.L., Fligiel S., Guthrie D.: The retardation of aging in mice by dietary restriction: longevity, cancer, immunity and lifetime energy intake. J. Nutr., 116, 641–654, 1986.

    PubMed  CAS  Google Scholar 

  2. Kayo T., Allison D.B., Weindruch R., Prolla T.A.: Influences of aging and caloric restriction on the transcriptional profile of skeletal muscle from Rhesus monkeys. Proc. Natl. Acad. Sci. USA, 98, 5093–5098, 2001.

    Article  PubMed  CAS  Google Scholar 

  3. Bodkin N.L., Alexander T.M., Ortmeyer H.K., Johnson E., Hansen B.C.: Mortality and morbidity in laboratory-maintained Rhesus monkeys and effects of longterm dietary restriction. J. Gerontol. A Biol. Sci. Med. Sci. 58, 212–219, 2003.

    Article  PubMed  Google Scholar 

  4. Roth G.S., Mattison J.A., Ottinger M.A., Chachich M.E., Lane M.A., Ingram D.K.: Aging in Rhesus monkeys: relevance to human health interventions. Science, 305, 1423–1426, 2004.

    Article  PubMed  CAS  Google Scholar 

  5. Heilbronn L.K., de Jonge L., Frisard M.I., DeLany J.P., Larson-Meyer D.E., Rood J., Nguyen T., Martin C.K., Volaufova J., Most M.M., Greenway F.L., Smith S.R., Deutsch W.A., Williamson D.A., Ravussin E.: Effect of 6-month calorie restriction on biomarkers of longevity, metabolic adaptation, and oxidative stress in overweight individuals: a randomized controlled trial. JAMA 295, 1539–1548, 2006.

    Article  PubMed  CAS  Google Scholar 

  6. Martin C.K., Heilbronn L.K., de Jonge L., DeLany J.P., Volaufova J., Anton S.D., Redman L. M., Smith S.R., Ravussin E.: Effect of calorie restriction on the metabolic adaptation of resting metabolic rate and spontaneous physical activity. Obesity, 15, 2964–2973, 2007.

    Article  PubMed  Google Scholar 

  7. Lane M.A., Mattison J., Ingram D.K., Roth G.S.: Caloric restriction and aging in primates: Relevance to humans and possible CR mimetics. Microsc. Res. Tech., 59, 335–338, 2002.

    Article  PubMed  Google Scholar 

  8. Delany B.M., Walford L.: The longevity diet. New York, Marlow and Company, 2005.

    Google Scholar 

  9. Vitousek K.M., Manke F.P., Gray J.A., Vitousek M.N.: Caloric restriciton for longevity: II-The systematic neglect of behavioral and psychological outcomes in animal research. Eur. Eat. Disord. Rev., 12, 338–360, 2004.

    Article  Google Scholar 

  10. Duffy P.H., Feuers R.J., Leakey J.E.A., Hart R.W.: Chronic caloric restriction in old female mice: Changes in the circadian rhythms of physiological and behavioral variables (ILSI Monographs). In: Fishbein L. (Ed.), Biological effects of dietary restriction. London, Springer-Verlag, 1991, p. 245–263.

    Chapter  Google Scholar 

  11. Lore R., Gottdiener C., Delahunty M.J.: Lean and mean rats: Some effects of acute changes in the food supply upon territorial aggression. Aggress. Behav., 12, 409–415, 1986.

    Article  Google Scholar 

  12. Weed J.L., Lane M.A., Roth G.S., Speer D.L., Ingram D.K.: Activity measures in Rhesus monkeys on longterm calorie restriction. Physiol. Behav., 62: 97–103, 1997.

    Article  PubMed  CAS  Google Scholar 

  13. Beck A.T., Brown G.K., Steer R.A.: Beck Depression Inventory-II, San Antonio, Psychological Corporation, 1996.

    Google Scholar 

  14. Stunkard A.J., Messick S.: Eating Inventory Manual (The Psychological Corporation). San Antonio, TX, Harcourt Brace & Company, 1988.

    Google Scholar 

  15. Cooper P.J., Taylor M.J., Cooper Z., Fairburn C.G.: The development and validation of the Body Shape Questionnaire. Int. J. Eat. Disord., 6, 485–494, 1987.

    Article  Google Scholar 

  16. Anderson D.A., Williamson D.A., Duchmann E.G., Gleaves D.H., Barbin J.M.: Development and validation of a multifactorial treatment outcome for eating disorders. Assessment 6, 7–20, 1999.

    Article  PubMed  CAS  Google Scholar 

  17. Martin C.K., Williamson D.A., Thaw J.M.: Criterion validity of the multiaxial assessment of eating disorders symptoms. Int. J. Eat. Disord., 28, 303–310, 2000.

    Article  PubMed  CAS  Google Scholar 

  18. Spitzer R.L., Williams J.B., Gibbon M., First M.B.: Structured clinical interview for DSM-III-R (SCID). Washington, DC, American Psychiatric Association, 1990.

    Google Scholar 

  19. Beck A., Brown G., Steer R.: Beck Depression Inventory-II. San Antonio, Psychological Corporation, 1996.

    Google Scholar 

  20. Cooper P., Taylor M., Cooper Z.: The development and validation of the Body Shape Questionnaire. Int. J. Eat. Disord., 6, 485–494, 1987.

    Article  Google Scholar 

  21. Lowe M.R.: The effects of dieting on eating behavior: a three-factor model. Psychol. Bull., 114, 100–121, 1993.

    Article  PubMed  CAS  Google Scholar 

  22. Van Strien T., Fritjers J.E.R., Bergers G.P.A., Defares P.B.: The Dutch Eating Behavior Questionnaire (DEBQ) for assessment of restrained, emotional, and external eating behavior. Int. J. Eat. Disord., 5, 1986.

    Google Scholar 

  23. Gorman B.: The measurement of dietary retraint. In: Allison D.B. (Ed.), Methods for the assessment of eating behaviors and weight related problems. Los Angeles, Sage Publications, 1994.

    Google Scholar 

  24. Stunkard A.J., Messick S.: The three-factor eating questionnaire to measure dietary restraint, disinhibition and hunger. J. Psychosom. Res., 29, 71–83, 1985.

    Article  PubMed  CAS  Google Scholar 

  25. Goldberg D.P., Hillier V.F.: A scaled version of the General Health Questionnaire. Psychol. Med. 9, 139–145, 1979.

    Article  PubMed  CAS  Google Scholar 

  26. Ormel J., Koeter M.W., van den Brink W., Giel R.: Concurrent validity of GHQ-28 and PSE as measures of change. Psychol. Med., 19, 1007–1013, 1989.

    Article  PubMed  CAS  Google Scholar 

  27. Drab D.L., Greenway F.L., Mayville S.B., Martin C.K., York-Crowe E.: Do people do what they say they are going to do? The relationship between motivation and behavior change in a weight management program. Paper presented at the 35th Annual Association for the Advancement of Behavior Therapy, Philadelphia, PA., 2001.

    Google Scholar 

  28. Prochaska J.O., Johnson S., Lee P.: The transtheoretical model of behavior change. New York, Springer Publishing Company Inc., 1998.

    Google Scholar 

  29. Stewart A.L., Ware J.E.: Measuring functioning and well being: The medical outcomes study approach. Durham, NC, Duke University Press, 1992.

    Google Scholar 

  30. Herman C.P., Polivy J.: Restrained eating. In: Stunkard A.B. (Ed.) Obesity. Philadelphia, Saunders, 1980.

    Google Scholar 

  31. Williamson D.A., Martin C.K., Anton S.D., York-Crowe E., Han H., Redman L., Ravussin E.: Is Caloric Restriction Associated with Development of Eating Disorder Symptoms? Health Psychology, 27, 532–542, 2008.

    Article  Google Scholar 

  32. Presnell K., Stice E.: An experimental test of the effect of weight-loss dieting on bulimic pathology: tipping the scales in a different direction. J. Abnorm. Psychol., 112, 166–170, 2003.

    Article  PubMed  Google Scholar 

  33. Stice E., Presnell K., Groesz L., Shaw H.: Effects of a weight maintenance diet on bulimic symptoms in adolescent girls: an experimental test of the dietary restraint theory. Health Psychol., 24, 402–412, 2005.

    Article  PubMed  Google Scholar 

  34. Martin C.K., Anton S.D., Han H., York-Crowe E., Redman L.M., Ravussin E., Williamson D.A.: Examination of cognitive function during six-months of calorie restriction: Results of a randomized controlled trial. Rejuvenation Res., 10, 179–190, 2007.

    Article  PubMed  Google Scholar 

  35. Williamson D.A., Stewart T.M.: Behavior and lifestyle: approaches to treatment of obesity. J. La State Med. Soc. 157, Spec. No 1, S50–S55, 2005.

    PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to D. A. Williamson PhD.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Anton, S.D., Martin, C.K., Redman, L. et al. Psychosocial and behavioral pre-treatment predictors of weight loss outcomes. Eat Weight Disord 13, 30–37 (2008). https://doi.org/10.1007/BF03327782

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF03327782

Keywords

Navigation