A dynamical systems model for improving gestational weight gain behavioral interventions

Proceedings of the American Control Conference

Volumn , Issue , 2012, Pages 4059-4064

  Dong, Yuwen ^a   Rivera, Daniel E ^a   Thomas, Diana M ^b   Navarro Barrientos, Jesus E ^c   Downs, Danielle S ^d   Savage, Jennifer S ^d   Collins, Linda M ^d  

^a Arizona State University   (United States)

^b MONTCLAIR STATE UNIVERSITY   (United States)

^c Society for the Promotion of Applied Computer Science (GFaI)   (Germany)

^d PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIORAL INTERVENTIONS; BEHAVIORAL MODEL; DECISION FRAMEWORK; DECISION RULES; DYNAMICAL SYSTEMS MODEL; HEALTH CONCERNS; HYBRID MODEL; PHYSICAL ACTIVITY; PROPER DESIGN; THEORY OF PLANNED BEHAVIOR; TIME VARYING; WEIGHT GAIN;

ALGORITHMS; DYNAMICAL SYSTEMS; OBSTETRICS; PREDICTIVE CONTROL SYSTEMS;

BEHAVIORAL RESEARCH;

EID: 84869393980     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. B. M. Abrams and K. Rasmussen. GWG and later maternal health: are they related. Am J Clin Nutr, 93:1186-1187, 2011.
2. Institute of Medicine National Research Council. Weight gain during pregnancy: reexamining the guidelines. The National Academies Press, Washington, DC, 2009.
3. A. Fraser, K. Tilling, C. Macdonald-Wallis, R. Hughes, N. Sattar, S. M. Nelson, and Debbie. A. Lawlor. Associations of GWG with maternal body mass index, waist circumference, and blood pressure measured 16 y after pregnancy. Am J Clin Nutr, 93:1285-1292, 2011.
4. E. Oken, E. Taveras, K. Kleinman, J. W. Rich-Edwards, and M. W. Gillman. Gestational weight gain and child adiposity at age 3 years. Am J Obst Gynecol, 196:322.e1-8, 2007.
5. S. M. Asbee, T. R. Jenkins, J. R. Butler, J. White, M. Elliot, and A. Rutledge. Preventing excessive weight gain during pregnancy through dietary and lifestyle counseling: a randomized controlled trial. Obstet Gynecol, 113(2):305-312, 2009.
6. C. M. Olson, M. S. Strawderman, and R. G. Reed. Efficacy of an intervention to prevent excessive GWG. Am J Obst Gynecol, 191:530-536, 2004.
7. L. M. Collins, S. A. Murphy, and K. L. Bierman. A conceptual framework for adaptive preventive interventions. Prevention Science, 5(3):185-196, 2004.
8. D. E. Rivera, M. D. Pew, and L. M. Collins. Using engineering control principles to inform the design of adaptive interventions a conceptual introduction. Drug and Alcohol Dependence, 88(2):S31-S40, 2007.
9. N. N. Nandola and D. E. Rivera. An improved formulation of hybrid model predictive control with application to production-inventory systems. IEEE Trans. Control Systems Tech., 2012. early access.
10. D. M. Thomas, J. E. Navarro-Barrientos, D. E. Rivera, S. B. Heymsfield, C. Bredlau, L. M. Redman, C. K. Martin, S. A. Lederman, L. M. Collins, and N. F. Butte. A dynamic energy balance model predicting gestational weight gain. Am J Clin Nutr, 95:115-122, 2012.
11. N. F. Butte, K. J. Ellis,W.W.Wong, J. M. Hopkinson, and E. O. Smith. Composition of GWG impacts maternal fat retention and infant birth weight. Am J Obst Gynecol, 189(5):1423-1432, 2003.
12. I. Ajzen and T. J. Madden. Prediction of goal-directed behavior: attitudes, intentions, and perceived behavioral control. Journal of Experimental Social Psychology, 22:453-474, 1986.
13. K. A. Bollen. Structural Equations with Latent Variables. John Wiley & Sons, Inc, 1989.
14. R. Vanderwater and D. E. Davison. Using rewards to change a person's behavior: a double-integrator output-feedback dynamic control approach. In Proceedings of the 2011 ACC, pages 1861-1866, 2011.
15. J. E. Navarro-Barrientos, D. E. Rivera, and L. M. Collins. A dynamical model for describing behavioral interventions for weight loss and body composition change. Mathematical and Computer Modeling of Dynamical Systems, 17(2):183-203, 2011.
16. I. Streuling, A. Beyerlein, and R. von Kries. Can GWG be modified by increasing physical activity and diet counseling? A meta-analysis of intervention trials. Am J Clin Nutr, 92(4):678-187, 2010.
17. C. S. Carver and M. F. Scheier. On the Self-Regulation of Behavior. Cambridge University Press, 1998.