Skip to main content

Advertisement

Log in

Psychosocial predictors of weight regain in the weight loss maintenance trial

  • Published:
Journal of Behavioral Medicine Aims and scope Submit manuscript

Abstract

This study’s purpose was to identify psychosocial predictors of weight loss maintenance in a multi-site clinical trial, following a group-based weight loss program. Participants (N = 1025) were predominately women (63 %) and 38 % were Black (mean age = 55.6 years; SD = 8.7). At 12 months, higher SF-36 mental health composite scores were associated with less weight regain (p < .01). For Black participants, an interaction existed between race and friends’ encouragement for exercise, where higher exercise encouragement was related to more weight regain (p < .05). At 30 months, friends’ encouragement for healthy eating was associated with more weight regain (p < .05), whereas higher SF-36 mental health composite scores were related to less weight regain (p < .0001). Perceived stress and select health-related quality of life indices were associated with weight regain; this relationship varied across gender, race, and treatment conditions. Temporal changes in these variables should be investigated for their impact on weight maintenance.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Referencess

  • American Psychiatric Association. (2000). Diagnostic and statistical manual of mental disorders (4th edition, text revision). Washington DC: Author.

    Book  Google Scholar 

  • Appel, L. J., Moore, T. J., Obarzanek, E., Vollmer, W. M., Svetkey, L. P., Sacks, F. M., et al. (1997). A clinical trial of the effects of dietary patterns on blood pressure: DASH Collaborative Research Group. New England Journal of Medicine, 336(16), 1117–1124. doi:10.1056/NEJM199704173361601

    Article  CAS  PubMed  Google Scholar 

  • Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs, NJ: Prentice Hall.

    Google Scholar 

  • Bandura, A., & Adams, N. (1977). Analysis of self-efficacy theory of behavioral change. Cognitive Therapy and Research, 1(4), 287–310.

    Article  Google Scholar 

  • Barte, J. C. M., Ter Bogt, N. C. W., Bogers, R. P., Teixeira, P. J., Blissmer, B., Mori, T. A., et al. (2010). Maintenance of weight loss after lifestyle interventions for overweight and obesity, a systematic review. Obesity Reviews, 11(12), 899–906. doi:10.1111/j.1467-789X.2010.00740.x

    Article  CAS  PubMed  Google Scholar 

  • Bock, B. C., Marcus, B. H., Pinto, B. M., & Forsyth, L. H. (2001). Maintenance of physical activity following an individualized motivationally tailored intervention. Annals of Behavioral Medicine, 23(2), 79–87.

    Article  CAS  PubMed  Google Scholar 

  • Brantley, P. J., Appel, L. J., Hollis, J., Stevens, V., Ard, J., Champagne, C., et al. (2008). Design considerations and rationale of a multi-center trial to sustain weight loss: The weight loss maintenance trial. Clinical Trials, 5, 546–556. doi:10.1177/1740774508096315

    Article  PubMed Central  PubMed  Google Scholar 

  • Byrne, S. M. (2002). Psychological aspects of weight maintenance and relapse in obesity. Journal of Psychosomatic Research, 53, 1029–1036.

    Article  PubMed  Google Scholar 

  • Cohen, S., Kamarck, T., & Mermelstein, R. (1983). A global measure of perceived stress. Journal of Health and Social Behavior, 24, 385–396.

    Article  CAS  PubMed  Google Scholar 

  • Delahanty, L. M., Peyrot, M., Shrader, P. J., Williamson, D. A., Meigs, J. B., & Nathan, D. M. (2013). Pretreatment, psychological, and behavioral predictors of weight outcomes among lifestyle intervention participants in the diabetes prevention program (DPP). Diabetes Care, 36(1), 34–40. doi:10.2337/dc12-0733

    Article  PubMed Central  PubMed  Google Scholar 

  • Diabetes Prevention Program Research Group. (2002). Reduction in the incidence of type 2 diabetes with lifestyle intervention or Metformin. New England Journal of Medicine, 346(6), 393–403. doi:10.1056/NEJMoa012512

    Article  PubMed Central  Google Scholar 

  • Elfhag, K., & Rossner, S. (2005). Who succeeds in maintaining weight loss? A conceptual review of factors associated with weight loss maintenance and weight regain. Obesity Reviews, 6, 67–85. doi:10.1111/j.1467-789X.2005.00170.x

    Article  CAS  PubMed  Google Scholar 

  • Fabricatore, A. N., Wadden, T. A., Moore, R. H., Butryn, M. L., Heymsfield, S. B., & Nguyen, A. M. (2009). Predictors of attrition and weight loss success: Results from a randomized controlled trial. Behaviour Research and Therapy, 47, 685–691. doi:10.1016/j.brat.2009.05.004

    Article  PubMed Central  PubMed  Google Scholar 

  • Friedman, K. E., Reichmann, S. K., Costanzo, P. R., Zelli, A., Ashmore, J. A., & Musante, G. J. (2005). Weight stigmatization and ideological beliefs: Relation to psychological functioning in obese adults. Obesity Research, 5, 907–916.

    Article  Google Scholar 

  • Funk, K. L., Stevens, V. J., Appel, L. J., Bauck, A., Brantley, P. J., Champagne, C. M., et al. (2010). Associations of internet website use with weight change in a long-term weight loss maintenance program. Journal of Medical Internet Research, 12(3), e29.

    Article  PubMed Central  PubMed  Google Scholar 

  • Halding, A., Heggdal, K., & Wahl, A. (2008). Experiences of self-blame and stigmatization for self-infliction among individuals living with COPD. Scandinavian Journal of Caring Sciences, 25, 100–107. doi:10.1111/j.1471-6712.2010.00796.x

    Article  Google Scholar 

  • Hollis, J. F., Gullion, C. M., Stevens, V. J., Brantley, P. J., Appel, L. J., Ard, J. D., et al. (2008). Weight loss during the intensive intervention phase of the weight-loss maintenance trial. American Journal of Preventive Medicine, 35, 118–126. doi:10.1016/k.amepre.2008.04.013

    Article  PubMed Central  PubMed  Google Scholar 

  • House, J. S., Landis, K. R., & Umberson, D. (1988). Social relationships and health. Science, 241, 540–545. doi:10.1177/0022146510383501

    Article  CAS  PubMed  Google Scholar 

  • Johnson, S. S., Paiva, A. L., Cummins, C. O., Johnson, J. L., et al. (2008). Transtheoretical model-based multiple behavior intervention for weight management: Effectiveness on a population basis. Preventive Medicine, 46(3), 238–246. doi:10.1016/j.ypmed.2007.09.010

    Article  PubMed Central  PubMed  Google Scholar 

  • Kroenke, K., & Spitzer, R. L. (2002). The PHQ-9: A new depression diagnostic and severity measure. Psychiatric Annals, 32(9), 509–515.

    Article  Google Scholar 

  • Kumanyika, S. K., Espeland, M. A., Bahnson, J. L., Bottom, J. B., & Whelton, P. K. (2002). Ethnic comparison of weight loss in the trial of nonpharmacologic interventions in the elderly. Obesity Research, 10, 96–106. doi:10.1038/oby.2002.16

    Article  PubMed  Google Scholar 

  • Kumanyika, S. K., Obarzanek, E., Stevens, V. J., Hebert, P. R., & Whelton, P. K. (1991). Weight-loss experience of black and white participants in NHLBI-sponsored clinical trials. American Journal of Clinical Nutrition, 53, 1631S–1638S.

    CAS  PubMed  Google Scholar 

  • Liebbrand, R., & Fitcher, M. M. (2002). Maintenance of weight loss after obesity treatment: Is continuous support necessary? Behaviour Research and Therapy, 40, 1275–1289. doi:10.1016/S0005-7967(01)00099-7

    Article  Google Scholar 

  • McHorney, C. A., Ware, J. E., Lu, J. F. R., & Sherbourne, C. D. (1994). The MOS 36-item short-form health survey (SF-36®): III. Tests of data quality, scaling assumptions and reliability across diverse patient groups. Medical Care, 32(4), 40–66.

    Article  CAS  PubMed  Google Scholar 

  • Miller, W. R., & Rollnick, S. (1991). Motivational interviewing: Preparing people to change addictive behavior. New York, NY: The Guilford Press.

    Google Scholar 

  • Perri, M. G., Nezu, A. M., Patti, E. T., & McCann, K. L. (1989). Effect of length of treatment on weight loss. Journal of Consulting and Clinical Psychology, 57, 450–452.

    Article  CAS  PubMed  Google Scholar 

  • Perri, M. G., Shapiro, R. M., Ludwig, W. W., Twentyman, C. T., & McAdoo, W. G. (1984). Maintenance strategies for the treatment of obesity: An evaluation of relapse prevention training and posttreatment contact by mail and telephone. Journal of Consulting and Clinical Psychology, 52(3), 404–413. doi:10.1037/0022-006X.52.3.404

    Article  CAS  PubMed  Google Scholar 

  • Prochaska, J. O., & DiClemente, C. C. (1983). Stages and processes of self-change of smoking: Toward an integrative model of change. Journal of Consulting and Clinical Psychology, 51(3), 390–395.

    Article  CAS  PubMed  Google Scholar 

  • Prochaska, J. O., & Velicer, W. F. (1997). The transtheoretical model of health behavior change. American Journal of Health Promotion, 12(1), 38–48. doi:10.4278/0890-1171-12.1.38

    Article  CAS  PubMed  Google Scholar 

  • Rickel, K. A., Milsom, V. A., Ross, K. M., Hoover, V. J., Peterson, N. D., & Perri, M. G. (2011). Differential response of African American and Caucasian women to extended-care programs for obesity management. Ethnicity and Disease, 21, 170–175.

    PubMed Central  PubMed  Google Scholar 

  • Rogers, W., & Lange, M. M. (2013). Rethinking the vulnerability of minority populations in research. American Journal of Public Health, 103(12), 2141–2146. doi:10.2105/AJPH.2012.301200

    Article  PubMed  Google Scholar 

  • Rohyans, L. M., & Pressler, S. J. (2009). Depressive symptoms and heart failure: Examining the sociodemographic variables. Clinical Nurse Specialist, 23, 138–144. doi:10.1016/S0735-1097(01)01334-1

    Article  PubMed Central  PubMed  Google Scholar 

  • Rollnick, S., Mason, P., & Butler, C. (1999). Health behavior change: A guide for practitioners. London: Churchill Livingston.

    Google Scholar 

  • Rubin, D. B. (1987). Multiple imputation for nonresponse in surveys. New York: Wiley.

    Book  Google Scholar 

  • Sallis, J. F., Grossman, R. M., Pinski, R. B., Patterson, T. L., & Nader, P. R. (1987). The development of scales to measure social support for diet and exercise behaviors. Preventive Medicine, 16, 825–836. doi:10.1016/0091-7435(87)90022-3

    Article  CAS  PubMed  Google Scholar 

  • Schafer, J. L. (1997). Analysis of incomplete multivariate data. New York: Chapman and Hall.

    Book  Google Scholar 

  • Schvey, N. A., Puhl, R. M., & Brownell, K. D. (2011). The impact of weight stigma on caloric consumption. Obesity, 19(10), 1957–1962. doi:10.1038/oby.2011.204

    Article  PubMed  Google Scholar 

  • Sciamanna, C. N., Kiernan, M., Rolls, B. J., Boan, J., Stuckey, H., & Dellasega, C. (2011). Practices associated with weight loss versus weight-loss maintenance: Results of a national study. American Journal of Preventive Medicine, 41(2), 159–166. doi:10.1016/j.amepre.2011.04.009

    Article  PubMed  Google Scholar 

  • Stevens, V. J., Obarzanek, E., Cook, N. R., Lee, I. M., Appel, L. J., Smith, W. D., et al. (2001). Long-term weight loss and changes in blood pressure: Results of the trials of hypertension prevention, phase II. Annals of Internal Medicine, 134(1), 1–11. doi:10.7326/0003-4819-134-1-200101020-00007

    Article  CAS  PubMed  Google Scholar 

  • Sutin, A. R., & Terracciano, A. (2013). Perceived weight discrimination and obesity. PLoS ONE, 8(7), e70048. doi:10.1371/journal.pone.0070048

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Svetkey, L. P., Ard, J. D., Stevens, V. J., Loria, C. M., Young, D. Y., Hollis, J. F., et al. (2012). Predictors of long-term weight loss in adults with modest initial weight loss by sex and race. Obesity, 20(9), 1820–1828. doi:10.1038/oby.2011.88

    Article  PubMed  Google Scholar 

  • Svetkey, L. P., Stevens, V. J., Brantley, P. J., Appel, L. J., Hollis, J. F., Loria, C. M., et al. (2008). Comparison of strategies for sustaining weight loss: The weight loss maintenance randomized controlled trial. Journal of the American Medical Association, 229, 1139–1148. doi:10.1001/jama.299.10.1139

    Article  Google Scholar 

  • Teixeira, P. J., Going, S. B., Houtkooper, L. B., Cussler, E. C., Martin, C. J., Metcalfe, L. L., et al. (2002). Weight loss readiness in middle-aged women: Psychosocial predictors of success for behavioral weight reduction. Journal of Behavioral Medicine, 25(6), 499–523.

    Article  PubMed  Google Scholar 

  • Tukey, J. W. (1977). Exploratory data analysis (p. 688). Reading, MA: Addison-Wesley.

    Google Scholar 

  • Turk, M. W., Yang, K., Hravnak, M., Sereika, S. M., Ewing, L. J., & Burke, L. E. (2009). Randomized clinical trials of weight-loss maintenance: A review. The Journal of Cardiovascular Nursing, 24(1), 58–80. doi:10.1097/01.JCN.0000317471.58048.32

    Article  PubMed Central  PubMed  Google Scholar 

  • Vieira, P. N., Silva, M. N., Mata, J., Coutinho, S. R., Santos, T. C., Sardina, L. B., et al. (2012). Correlates of health-related quality of life, psychological well-being, and eating self-regulation after successful weight loss maintenance. Journal of Behavioral Medicine, 36, 601–610. doi:10.1007/s10865-012-9454-9

    Article  PubMed  Google Scholar 

  • Wadden, T. A., Butryn, M. L., & Byrne, K. J. (2004). Efficacy of lifestyle modification for long-term weight control. Obesity Research, 12(Suppl. 32), 1515–1625. doi:10.1038/oby.2004.282

    Google Scholar 

  • Wadden, T. A., Neiberg, R. H., Wing, R. R., Clark, J. M., Delahanty, L. M., Hill, J. O., et al. (2011). Four-year weight losses in the Look AHEAD study: Factors associated with long-term success. Obesity, 19(10), 1987–1999. doi:10.1038/oby.2011.230

    Article  PubMed Central  PubMed  Google Scholar 

  • Wang, Y., & Chen, X. (2011). How much of racial/ethnic disparities in dietary intakes, exercise, and weight status can be explained by nutrition- and health-related psychosocial factors and socioeconomic status among US adults? Journal of the American Dietetic Association, 111(12), 1904–1911. doi:10.1016/j.jada.2011.09.036

    Article  PubMed Central  PubMed  Google Scholar 

  • Ware, J. E., Kosinski, M., & Keller, S. K. (1994). SF-36 ® Physical and mental health summary scales: A user’s manual. Boston: The Health Institute.

    Google Scholar 

  • Ware, J. E., & Sherbourne, C. D. (1992). The MOS 36-item short form health survey (SF-36): Conceptual framework and item selection. Medical Care, 30, 473–483. doi:10.1097/00005650-199206000-00002

    Article  PubMed  Google Scholar 

  • Ware, J. E., Snow, K. K., Kosinski, M., & Gandek, B. (1993). SF-36 ® Health survey manual and interpretation guide. Boston: New England Medical Center, The Health Institute.

    Google Scholar 

  • Watson, D. L., Tharp, R. G., Loomis, L. H., & Steinberg, S. (1989). Self-directed behavior: Self-modification for personal adjustment (5th ed.). Pacific Grove, CA: Brooks/Cole.

    Google Scholar 

  • West, D. S., DiLillo, V., Bursan, Z., Gore, S. A., & Greene, P. G. (2007). Motivational interviewing improves weight loss in women with type 2 diabetes. Diabetes Care, 30, 1081–1087. doi:10.2337/dc06-1966

    Article  PubMed  Google Scholar 

  • West, D. S., Prewitt, T. E., Bursac, Z., & Felix, H. C. (2008). Weight loss of black, white, and Hispanic men and women in the diabetes prevention program. Obesity, 16, 1413–1420. doi:10.1038/oby.2008.224

    Article  PubMed  Google Scholar 

  • Williams, G. C., Grow, V. M., Freedman, Z. R., Ryan, R. M., & Deci, E. L. (1996). Motivational predictors of weight loss and weight-loss maintenance. Journal of Personality and Social Psychology, 70(1), 115–126.

    Article  CAS  PubMed  Google Scholar 

  • Wing, R. R., & Hill, J. O. (2001). Successful weight loss maintenance. Annual Reviews in Nutrition, 21, 323–341.

    Article  CAS  Google Scholar 

  • Wing, R. R., Papandonatos, G., Fava, J. L., Gorin, A. A., Phelan, S., McCaffery, J., et al. (2008). Maintaining large weight losses: The role of behavioral and psychological factors. Journal of Consulting and Clinical Psychology, 76(6), 1015–1021. doi:10.1037/a0014159

    Article  PubMed Central  PubMed  Google Scholar 

  • Wott, C. B., & Carels, R. A. (2010). Overt weight stigma, psychological distress and weight loss treatment outcomes. Journal of Health Psychology, 15(4), 608–614. doi:10.1177/1359105309355339

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

Funding was provided by National Heart, Lung, and Blood Institute Grants 5-U01 HL68734, 5-U01 HL68676, 5-U01 HL68790, 5-U01 HL68920, and 5-HL68955; This work was also supported in part by a faculty fellowship from the University of Texas MD Anderson Cancer Center’s Duncan Family Institute for Cancer Prevention and Risk Assessment (awarded to DWS), as well as a National Institutions of Health postdoctoral training Grant (T32 DK064584; awarded to MRME).

Conflict of interest

Phillip J. Brantley, Diana W. Stewart, Valerie H. Myers, Molly R. Matthews-Ewald, Jamy D. Ard, Janelle Coughlin, Carmen Samuel-Hodge, Lillian D. Lien, Christina M. Gullion, Jack F. Hollis, Laura P. Svetkey, and Victor J. Stevens declare that they have no conflict of interest. Gerald J. Jerome declares consultation for Healthways, Inc. as a potential conflict of interest.

Informed consent

All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2000. Informed consent was obtained from all patients for being included in the study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Phillip J. Brantley.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Brantley, P.J., Stewart, D.W., Myers, V.H. et al. Psychosocial predictors of weight regain in the weight loss maintenance trial. J Behav Med 37, 1155–1168 (2014). https://doi.org/10.1007/s10865-014-9565-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10865-014-9565-6

Keywords

Navigation