Journal of Behavioral Medicine

, Volume 40, Issue 4, pp 565–573 | Cite as

Impact of food craving and calorie intake on body mass index (BMI) changes during an 18-month behavioral weight loss trial

  • Joanna Buscemi
  • Tiffany M. Rybak
  • Kristoffer S. Berlin
  • James G. Murphy
  • Hollie A. Raynor
Article

Abstract

The purpose of this study was to explore relations between food craving, caloric intake, and body mass index (BMI) changes over the course of an 18-month weight loss trial. Two-hundred two obese adults (mean BMI = 34.9 kg/m2; mean age = 51.30 years, 92.2% White; 57.8% female) who participated in a behavioral weight loss trial completed measures of food craving, caloric intake, and BMI at baseline, 6 and 18 months. From baseline to 6 months, higher initial food cravings were associated with more gradual and less steep reductions in BMI. Additionally, the relation between changes in food craving and BMI changes varied by levels of change in caloric intake, such that BMI change and change in food cravings were positively associated at low levels of change in caloric intake, but were unrelated at average and high levels of change in caloric intake. Similarly, from baseline to 6 months and from 6 to 18 months, the relation between changes in food craving and BMI changes also varied by initial levels of caloric intake. Explicit clinical targeting of food craving management may be beneficial for individuals beginning weight loss programs, especially for those who report higher levels of food craving at baseline. Baseline caloric intake and change in calorie intake over time may serve as moderators of the relation between food cravings and BMI.

Keywords

Food craving Calorie intake Body mass index Weight loss 

References

  1. Abilés, V., Rodríguez-Ruiz, S., Abilés, J., Mellado, C., García, A., Pérez de la Cruz, A., et al. (2010). Psychological characteristics of morbidly obese candidates for bariatric surgery. Obesity Surgery, 20, 161–167.CrossRefPubMedGoogle Scholar
  2. Alberts, H. J., Mulkens, S., Smeets, M., & Thewissen, R. (2010). Coping with food cravings. Investigating the potential of a mindfulness-based intervention. Appetite, 55, 160–163.CrossRefPubMedGoogle Scholar
  3. Anton, S. D., Gallagher, J., Carey, V. J., Laranjo, N., Cheng, J., Champagne, C. M., et al. (2012). Diet type and changes in food craving following weight loss: Findings from the POUNDS LOST trial. Eating and Weight Disorders, 17, e101–e108.CrossRefPubMedPubMedCentralGoogle Scholar
  4. Batra, P., Das, S. K., Salinardi, T., Robinson, L., Saltzman, E., Scott, T., et al. (2013). Relationship of cravings with weight loss and hunger. Results from a 6 month worksite weight loss intervention. Appetite, 69, 1–7.CrossRefPubMedGoogle Scholar
  5. Berlin, K. S., Parra, G. R., & Williams, N. A. (2014). An introduction to latent variable mixture modeling (part 2): Longitudinal latent class growth analysis and growth mixture models. Journal of Pediatric Psychology, 39, 188–203.CrossRefPubMedGoogle Scholar
  6. Bray, G. A. (2004). Medical consequences of obesity. Journal of Clinical Endocrinology and Metabolism, 89, 2583–2589.CrossRefPubMedGoogle Scholar
  7. Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136–161). Newbury Park, CA: Sage.Google Scholar
  8. Buscemi, J., Murphy, J. G., Berlin, K. S., & Raynor, H. A. (2014). A behavioral economic analysis of changes in food-related and food-free reinforcement during weight loss treatment. Journal of Consulting and Clinical Psychology, 82, 659–669.CrossRefPubMedPubMedCentralGoogle Scholar
  9. Chao, A., Grilo, C. M., White, M. A., & Sinha, R. (2014). Food cravings, food intake and weight status in a community-based sample. Eating Behaviors, 15, 478–482.CrossRefPubMedPubMedCentralGoogle Scholar
  10. Daniel, T. O., Epstein, L. H., & Stanton, C. M. (2013). The future is now: Reducing impulsivity and energy intake using episodic future thinking. Psychological Science, 24, 2339–2342.CrossRefPubMedPubMedCentralGoogle Scholar
  11. Flegal, K. M., Kruszon-Moran, D., & Carroll, M. D. (2016). Trends in obesity among adults in the United States, 2005–2014. JAMA, 315, 2284–2291.CrossRefPubMedGoogle Scholar
  12. Forman, E. M., Hoffman, K. L., Juarascio, A. S., Butryn, M. L., & Herbert, J. D. (2012). Comparison of acceptance-based and standard cognitive-based coping strategies for craving sweets in overweight and obese women. Eating Behaviors, 14, 64–68.CrossRefPubMedGoogle Scholar
  13. Forman, E. M., Hoffman, K. L., McGrath, K. B., Herbert, J. D., Brandsma, L. L., & Lowe, M. R. (2007). A comparison of acceptance- and control-based strategies for coping with food cravings: An analog study. Behaviour Research and Therapy, 45, 2372–2386.CrossRefPubMedGoogle Scholar
  14. Franken, I. H., & Muris, P. (2005). Individual differences in reward sensitivity are related to food craving and relative body weight in healthy women. Appetite, 45, 198–201.CrossRefPubMedGoogle Scholar
  15. Gendall, K. A., Joyce, P. R., Sullivan, P. F., & Bulik, C. M. (1998). Food cravers: Characteristics of those who binge. International Journal of Eating Disorders, 23, 353–360.CrossRefPubMedGoogle Scholar
  16. Gibson, E. L., & Desmond, E. (1999). Chocolate craving and hunger state: Implications for the acquisition and expression of appetite and food choice. Appetite, 32, 219–240.CrossRefPubMedGoogle Scholar
  17. Hill, A. J., Weaver, C. F., & Blundell, J. E. (1991). Food craving, dietary restraint and mood. Appetite, 17, 187–197.CrossRefPubMedGoogle Scholar
  18. Hooper, N., Sandoz, E. K., Ashton, J., Clarke, A., & McHugh, L. (2012). Comparing thought suppression and acceptance as coping techniques for food cravings. Eating Behaviors, 13, 62–64.CrossRefPubMedGoogle Scholar
  19. Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1–55.CrossRefGoogle Scholar
  20. Janssen, I., Katzmarzyk, P., Boyce, W., Vereecken, C., Mulvihill, C., Roberts, C., et al. (2005). Comparison of overweight and obesity prevalence in school-aged youth from 34 countries and their relationships with physical activity and dietary patterns. Obesity Reviews, 6, 123–132.CrossRefPubMedGoogle Scholar
  21. Lafay, L., Thomas, F., Mennen, L., Charles, M. A., Eschwege, E., Borys, J. M., et al. (2001). Gender differences in the relation between food cravings and mood in an adult community: Results from the Fleurbaix Laventie Ville Sante study. International Journal of Eating Disorders, 29, 195–204.CrossRefPubMedGoogle Scholar
  22. Little, T. D., Jorgensen, T. D., Lang, K. M., & Moore, E. W. G. (2014). On the joys of missing data. Journal of Pediatric Psychology, 39, 151–162.CrossRefPubMedGoogle Scholar
  23. MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, 1, 130.CrossRefGoogle Scholar
  24. Martin, C. K., McClearnon, F. J., Chellino, A., & Correa, J. B. (2011a). Food cravings: A central construct in food intake behavior, weight loss, and the neurobiology of appetite behavior. Handbook of behavior, food, and nutrition (pp. 741–755). New York: Springer.CrossRefGoogle Scholar
  25. Martin, C. K., O’Neil, P. M., & Pawlow, L. (2006). Changes in food cravings during low-calorie and very-low-calorie diets. Obesity (Silver Spring), 14, 115–121.CrossRefGoogle Scholar
  26. Martin, C. K., Rosenbaum, D., Han, H., Geiselman, P., Wyatt, H., Hill, J., et al. (2011b). Change in food cravings, food preferences, and appetite during a low-carbohydrate and low-fat diet. Obesity (Silver Spring), 19, 1963–1970.CrossRefGoogle Scholar
  27. Muthén, L. K., & Muthén, B. O. (1998–2012). Mplus user’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén.Google Scholar
  28. Raynor, H. A., Steeves, E. A., Hecht, J., Fava, J. L., & Wing, R. R. (2012). Limiting variety in non-nutrient-dense, energy-dense foods during a lifestyle intervention: A randomized controlled trial. American Journal of Clinical Nutrition, 95, 1305–1314.CrossRefPubMedPubMedCentralGoogle Scholar
  29. U.S. Department of Agriculture and U.S. Department of Health and Human Services. (2010). Dietary guidelines for Americans (7th ed.). Washington, DC: U.S. Government Printing Office, December 2010.Google Scholar
  30. Weingarten, H. P., & Elston, D. (1990). The phenomenology of food cravings. Appetite, 15, 231–246.CrossRefPubMedGoogle Scholar
  31. White, M. A., & Grilo, C. M. (2005). Psychometric properties of food craving inventory among obese patients with binge eating disorder. Eating Behaviors, 6, 239–245.CrossRefPubMedGoogle Scholar
  32. White, M. A., Whisenhunt, B. L., Williamson, D. A., Greenway, F. L., & Netemeyer, R. G. (2002). Development and validation of the food-food craving inventory. Obesity Research, 10, 107–114.CrossRefPubMedGoogle Scholar
  33. Yuan, K., & Bentler, P. M. (2000). Three likelihood-based methods for mean and covariance structure analysis with nonnormal missing data. Sociological Methodology, 30, 165–200.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media New York 2017

Authors and Affiliations

  • Joanna Buscemi
    • 1
  • Tiffany M. Rybak
    • 2
  • Kristoffer S. Berlin
    • 2
  • James G. Murphy
    • 2
  • Hollie A. Raynor
    • 3
  1. 1.Department of PsychologyDePaul UniversityChicagoUSA
  2. 2.Department of PsychologyUniversity of MemphisMemphisUSA
  3. 3.Department of NutritionUniversity of TennesseeKnoxvilleUSA

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