A dynamical systems model for understanding behavioral interventions for weight loss

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6007 LNCS, Issue , 2010, Pages 170-179

  Navarro Barrientos, J Emeterio ^a   Rivera, Daniel E ^a   Collins, Linda M ^b  

^a Arizona State University   (United States)

^b PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

Behavioral interventions; Dynamical systems; Energy balance; Theory of planned behavior; Weight loss

Indexed keywords

BEHAVIORAL INTERVENTIONS; BEHAVIORAL MODEL; BODY COMPOSITION; DAILY FLUCTUATIONS; DYNAMICAL SYSTEMS MODEL; EATING HABITS; PHYSICAL ACTIVITY; PSYCHOLOGICAL FACTORS; THEORY OF PLANNED BEHAVIOR; WEIGHT CHANGE; WEIGHT LOSS;

BEHAVIORAL RESEARCH; BIOCHEMISTRY; DYNAMICAL SYSTEMS; ENERGY BALANCE; PHYSIOLOGICAL MODELS;

MATHEMATICAL MODELS;

EID: 78650316140     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-12079-4_23     Document Type: Conference Paper

References (19)

1. Ajzen, I., Madden, T.J.: Prediction of goal-directed behavior: attitudes, intentions, and perceived behavioral control. J. Exp. Soc. Psychol. 22, 453-474 (1986).
2. Baranowski, T., Cullen, K.W., Nicklas, T., Thompson, D., Baranowski, J.: Are current health behavioral change models helpful in guiding prevention of weight gain efforts? Obesity Research 11, 23S-43S (2003).
3. Blanchard, C.M., Fisher, J., Sparling, P.B., Shanks, T.H., Nehl, E., Rhodes, R.E., et al.: Understanding adherence to 5 serving of fruits and vegetables per day: A theory of planned behavior perspective. J. Nutr. Edu. Behav. 41(1), 3-10 (2009).
4. Bollen, K.A.: Structural equations with latent variables. Series in probability and mathematical statistics. Wiley, Chichester (1989).
5. Symons Downs, D., Hausenblas, H.A.: The theories of reasoned action and planned behavior applied to exercise: A meta-analytic update. J. Phys. Act. Health 2, 76-97 (2005).
6. FAO/WHO/UNU Expert Consultation, Human energy requirements, Food and Nutrition Technical Report Series 1, FAO, Rome (October 2001).
7. Fishbein, M., Ajzen, I.: Belief, attitude, intention and behavior: An introduction to theory and research. Addison-Wesley, Reading (1975).
8. Forbes, G.B.: Lean body mass-body fat interrelationships in humans. Nutr. Rev. 45, 225-231 (1987).
9. Garrow, J.S.: Energy balance and obesity in man, 2nd edn. Elsevier/North-Holland Biomedica Press, Amsterdam (1978).
10. Hall, K.D.: Computational model of in vivo human energy metabolism during semistarvation and refeeding. Am. J. Physiol. Endocrinol Metab. 291, E23-E37 (2006).
11. Hall, K.D., Jordan, P.N.: Modeling weight-loss maintenance to help prevent body weight regain. Am. J. Clin. Nutr. 88, 1495-1503 (2008).
12. Hall, K.D., Chow, C.: A simple dynamic model of body weight and composition change. personal communication.
13. Keim, N.L., Blanton, C.A., Kretsch, M.J.: America's obesity epidemic: Measuring physical activity to promote an active lifestyle. J. Am. Diet. Assoc. 104(9), 1398-1409 (2004).
14. Merrill, A.L., Watt, B.K.: Energy value of foods - basis and derivation. In: Agriculture Handbook. U.S. Department of Agriculture, vol. 74 (1973).
15. Ljung, L.: System Identification: Theory for the User. Prentice Hall Information and System Sciences Series. Prentice Hall, Englewood Cliffs (1987).
16. Raykov, T., Marcoulides, G.A.: A First Course in Structural Equation Modeling, 2nd edn. Erlbaum, Mahwah (2006).
17. Rivera, D.E., Pew, M.D., Collins, L.M.: Using engineering control principles to inform the design of adaptive interventions: A conceptual introduction. Drug and Alcohol Dependence 88, S31-S40 (2007).
18. Schwartz, J.D., Wang, W., Rivera, D.E.: Optimal tuning of process control-based decision policies for inventory management in supply chains. Automatica 42, 1311-1320 (2006).
19. Trumbo, P., Schlicker, S., Yates, A.A., Poos, M.: Dietary reference intakes for energy, carbohydrate, fiber, fat, fatty acids, cholesterol, protein and amino acids. J. Am. Diet Assoc. 102(11), 1621-1630 (2002).