Literature DB >> 32658043

Engineering Person-Specific Behavioral Interventions to Promote Physical Activity.

David E Conroy, Constantino M Lagoa1, Eric Hekler2, Daniel E Rivera3.   

Abstract

Physical activity is dynamic, complex, and often regulated idiosyncratically. In this article, we review how techniques used in control systems engineering are being applied to refine physical activity theory and interventions. We hypothesize that person-specific adaptive behavioral interventions grounded in system identification and model predictive control will lead to greater physical activity than more generic, conventional intervention approaches.

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Year:  2020        PMID: 32658043      PMCID: PMC7492414          DOI: 10.1249/JES.0000000000000232

Source DB:  PubMed          Journal:  Exerc Sport Sci Rev        ISSN: 0091-6331            Impact factor:   6.642


  44 in total

1.  A time-varying effect model for intensive longitudinal data.

Authors:  Xianming Tan; Mariya P Shiyko; Runze Li; Yuelin Li; Lisa Dierker
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Review 2.  Preventive Health Behavior Change Text Message Interventions: A Meta-analysis.

Authors:  Ashleigh A Armanasco; Yvette D Miller; Brianna S Fjeldsoe; Alison L Marshall
Journal:  Am J Prev Med       Date:  2017-01-07       Impact factor: 5.043

3.  A dynamical model for describing behavioural interventions for weight loss and body composition change.

Authors:  J-Emeterio Navarro-Barrientos; Daniel E Rivera; Linda M Collins
Journal:  Math Comput Model Dyn Syst       Date:  2011-01-12       Impact factor: 0.945

Review 4.  Mobile text messaging for health: a systematic review of reviews.

Authors:  Amanda K Hall; Heather Cole-Lewis; Jay M Bernhardt
Journal:  Annu Rev Public Health       Date:  2015-03-18       Impact factor: 21.981

Review 5.  Precision Medicine from a Public Health Perspective.

Authors:  Ramya Ramaswami; Ronald Bayer; Sandro Galea
Journal:  Annu Rev Public Health       Date:  2017-11-20       Impact factor: 21.981

6.  Changes in daily activity patterns with age in U.S. men and women: National Health and Nutrition Examination Survey 2003-04 and 2005-06.

Authors:  Kathryn R Martin; Annemarie Koster; Rachel A Murphy; Dane R Van Domelen; Ming-yang Hung; Robert J Brychta; Kong Y Chen; Tamara B Harris
Journal:  J Am Geriatr Soc       Date:  2014-06-24       Impact factor: 5.562

7.  Exploring behavioral markers of long-term physical activity maintenance: a case study of system identification modeling within a behavioral intervention.

Authors:  Eric B Hekler; Matthew P Buman; Nikhil Poothakandiyil; Daniel E Rivera; Joseph M Dzierzewski; Adrienne Aiken Morgan; Christina S McCrae; Beverly L Roberts; Michael Marsiske; Peter R Giacobbi
Journal:  Health Educ Behav       Date:  2013-10

8.  Why we need a small data paradigm.

Authors:  Eric B Hekler; Predrag Klasnja; Guillaume Chevance; Natalie M Golaszewski; Dana Lewis; Ida Sim
Journal:  BMC Med       Date:  2019-07-17       Impact factor: 8.775

9.  The theory of reasoned action as parallel constraint satisfaction: towards a dynamic computational model of health behavior.

Authors:  Mark G Orr; Roxanne Thrush; David C Plaut
Journal:  PLoS One       Date:  2013-05-03       Impact factor: 3.240

10.  Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support.

Authors:  Inbal Nahum-Shani; Shawna N Smith; Bonnie J Spring; Linda M Collins; Katie Witkiewitz; Ambuj Tewari; Susan A Murphy
Journal:  Ann Behav Med       Date:  2018-05-18
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  5 in total

1.  Optimizing Behavioral Interventions to Regulate Gestational Weight Gain With Sequential Decision Policies Using Hybrid Model Predictive Control.

Authors:  Penghong Guo; Daniel E Rivera; Yuwen Dong; Sunil Deshpande; Jennifer S Savage; Emily E Hohman; Abigail M Pauley; Krista S Leonard; Danielle Symons Downs
Journal:  Comput Chem Eng       Date:  2022-02-08       Impact factor: 3.845

2.  Person-specific dose-finding for a digital messaging intervention to promote physical activity.

Authors:  Sarah Hojjatinia; Sahar Hojjatinia; Constantino M Lagoa; Deborah Brunke-Reese; David E Conroy
Journal:  Health Psychol       Date:  2021-08       Impact factor: 5.556

Review 3.  Seasons, weather, and device-measured movement behaviors: a scoping review from 2006 to 2020.

Authors:  Taylor B Turrisi; Kelsey M Bittel; Ashley B West; Sarah Hojjatinia; Sahar Hojjatinia; Scherezade K Mama; Constantino M Lagoa; David E Conroy
Journal:  Int J Behav Nutr Phys Act       Date:  2021-02-04       Impact factor: 6.457

4.  Physical Activity Dynamics During a Digital Messaging Intervention Changed After the Pandemic Declaration.

Authors:  Sahar Hojjatinia; Alexandra M Lee; Sarah Hojjatinia; Constantino M Lagoa; Deborah Brunke-Reese; David E Conroy
Journal:  Ann Behav Med       Date:  2022-08-16

5.  Applying P-Technique Factor Analysis to Explore Person-Specific Models of Readiness-to-Exercise.

Authors:  Kelley Strohacker; Richard Keegan; Cory T Beaumont; Rebecca A Zakrajsek
Journal:  Front Sports Act Living       Date:  2021-06-25
  5 in total

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