A dynamical model for describing behavioural interventions for weight loss and body composition change.
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| Title: | A dynamical model for describing behavioural interventions for weight loss and body composition change. |
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| Authors: | Navarro-Barrientos, J.-Emeterio1 (AUTHOR), Rivera, DanielE.1 (AUTHOR) daniel.rivera@asu.edu, Collins, LindaM.2 (AUTHOR) |
| Source: | Mathematical & Computer Modelling of Dynamical Systems. Apr2011, Vol. 17 Issue 2, p183-203. 21p. 6 Diagrams, 4 Charts, 4 Graphs. |
| Subjects: | Body composition models, Weight loss, Dynamics, Mathematical models, Human behavior, Bioenergetics, Psychology |
| Abstract: | We present a dynamical model incorporating both physiological and psychological factors that predict changes in body mass and composition during the course of a behavioural intervention for weight loss. The model consists of a three-compartment energy balance integrated with a mechanistic psychological model inspired by the Theory of Planned Behaviour. This describes how important variables in a behavioural intervention can influence healthy eating habits and increased physical activity over time. The novelty of the approach lies in representing the behavioural intervention as a dynamical system and the integration of the psychological and energy balance models. Two simulation scenarios are presented that illustrate how the model can improve the understanding of how changes in intervention components and participant differences affect outcomes. Consequently, the model can be used to inform behavioural scientists in the design of optimized interventions for weight loss and body composition change. [ABSTRACT FROM AUTHOR] |
| Copyright of Mathematical & Computer Modelling of Dynamical Systems is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
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| Header | DbId: egs DbLabel: Engineering Source An: 59529928 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A dynamical model for describing behavioural interventions for weight loss and body composition change. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Navarro-Barrientos%2C+J%2E-Emeterio%22">Navarro-Barrientos, J.-Emeterio</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rivera%2C+DanielE%2E%22">Rivera, DanielE.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> daniel.rivera@asu.edu</i><br /><searchLink fieldCode="AR" term="%22Collins%2C+LindaM%2E%22">Collins, LindaM.</searchLink><relatesTo>2</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Mathematical+%26+Computer+Modelling+of+Dynamical+Systems%22">Mathematical & Computer Modelling of Dynamical Systems</searchLink>. Apr2011, Vol. 17 Issue 2, p183-203. 21p. 6 Diagrams, 4 Charts, 4 Graphs. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Body+composition+models%22">Body composition models</searchLink><br /><searchLink fieldCode="DE" term="%22Weight+loss%22">Weight loss</searchLink><br /><searchLink fieldCode="DE" term="%22Dynamics%22">Dynamics</searchLink><br /><searchLink fieldCode="DE" term="%22Mathematical+models%22">Mathematical models</searchLink><br /><searchLink fieldCode="DE" term="%22Human+behavior%22">Human behavior</searchLink><br /><searchLink fieldCode="DE" term="%22Bioenergetics%22">Bioenergetics</searchLink><br /><searchLink fieldCode="DE" term="%22Psychology%22">Psychology</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: We present a dynamical model incorporating both physiological and psychological factors that predict changes in body mass and composition during the course of a behavioural intervention for weight loss. The model consists of a three-compartment energy balance integrated with a mechanistic psychological model inspired by the Theory of Planned Behaviour. This describes how important variables in a behavioural intervention can influence healthy eating habits and increased physical activity over time. The novelty of the approach lies in representing the behavioural intervention as a dynamical system and the integration of the psychological and energy balance models. Two simulation scenarios are presented that illustrate how the model can improve the understanding of how changes in intervention components and participant differences affect outcomes. Consequently, the model can be used to inform behavioural scientists in the design of optimized interventions for weight loss and body composition change. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Mathematical & Computer Modelling of Dynamical Systems is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=egs&AN=59529928 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1080/13873954.2010.520409 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 21 StartPage: 183 Subjects: – SubjectFull: Body composition models Type: general – SubjectFull: Weight loss Type: general – SubjectFull: Dynamics Type: general – SubjectFull: Mathematical models Type: general – SubjectFull: Human behavior Type: general – SubjectFull: Bioenergetics Type: general – SubjectFull: Psychology Type: general Titles: – TitleFull: A dynamical model for describing behavioural interventions for weight loss and body composition change. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Navarro-Barrientos, J.-Emeterio – PersonEntity: Name: NameFull: Rivera, DanielE. – PersonEntity: Name: NameFull: Collins, LindaM. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: Apr2011 Type: published Y: 2011 Identifiers: – Type: issn-print Value: 13873954 Numbering: – Type: volume Value: 17 – Type: issue Value: 2 Titles: – TitleFull: Mathematical & Computer Modelling of Dynamical Systems Type: main |
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