Literature DB >> 24233191

Systems modeling of behavior change: two illustrations from optimized interventions for improved health outcomes.

Daniel E Rivera, Holly B Jimison.   

Abstract

Systems science techniques are becoming increasingly important as tools for modeling behavior change and as enablers for delivering more effective tailored interventions [1], [2]. Systems approaches offer a fresh perspective on the understanding of behavior change, providing a means for better capturing complexity, exposing gaps in the existing body of knowledge, enhancing the predictive capability of models, and ultimately enabling optimal decision making in behavioral intervention settings.

Entities:  

Mesh:

Year:  2013        PMID: 24233191      PMCID: PMC4259098          DOI: 10.1109/MPUL.2013.2279621

Source DB:  PubMed          Journal:  IEEE Pulse        ISSN: 2154-2287            Impact factor:   0.924


  2 in total

1.  Systems science: a revolution in public health policy research.

Authors:  Patricia L Mabry; Stephen E Marcus; Pamela I Clark; Scott J Leischow; David Méndez
Journal:  Am J Public Health       Date:  2010-07       Impact factor: 9.308

2.  A call to address complexity in prevention science research.

Authors:  Kristen Hassmiller Lich; Elizabeth M Ginexi; Nathaniel D Osgood; Patricia L Mabry
Journal:  Prev Sci       Date:  2013-06
  2 in total
  8 in total

1.  μEMA: Microinteraction-based Ecological Momentary Assessment (EMA) Using a Smartwatch.

Authors:  Stephen Intille; Caitlin Haynes; Dharam Maniar; Aditya Ponnada; Justin Manjourides
Journal:  Proc ACM Int Conf Ubiquitous Comput       Date:  2016-09

2.  Design and Evaluation of an Interactive Exercise Coaching System for Older Adults: Lessons Learned.

Authors:  Ferda Ofli; Gregorij Kurillo; Štěpán Obdržálek; Ruzena Bajcsy; Holly Brugge Jimison; Misha Pavel
Journal:  IEEE J Biomed Health Inform       Date:  2015-01-13       Impact factor: 5.772

3.  Optimized Treatment of Fibromyalgia Using System Identification and Hybrid Model Predictive Control.

Authors:  Sunil Deshpande; Naresh N Nandola; Daniel E Rivera; Jarred W Younger
Journal:  Control Eng Pract       Date:  2014-12-01       Impact factor: 3.475

4.  Microrandomized trials for promoting engagement in mobile health data collection: Adolescent/young adult oral chemotherapy adherence as an example.

Authors:  Shuang Li; Alexandra M Psihogios; Elise R McKelvey; Annisa Ahmed; Mashfiqui Rabbi; Susan Murphy
Journal:  Curr Opin Syst Biol       Date:  2020-07-07

5.  Behavioral Informatics and Computational Modeling in Support of Proactive Health Management and Care.

Authors:  Misha Pavel; Holly B Jimison; Ilkka Korhonen; Christine M Gordon; Niilo Saranummi
Journal:  IEEE Trans Biomed Eng       Date:  2015-09-29       Impact factor: 4.538

6.  Building new computational models to support health behavior change and maintenance: new opportunities in behavioral research.

Authors:  Donna Spruijt-Metz; Eric Hekler; Niilo Saranummi; Stephen Intille; Ilkka Korhonen; Wendy Nilsen; Daniel E Rivera; Bonnie Spring; Susan Michie; David A Asch; Alberto Sanna; Vicente Traver Salcedo; Rita Kukakfa; Misha Pavel
Journal:  Transl Behav Med       Date:  2015-09       Impact factor: 3.046

7.  Understanding Adolescent and Young Adult 6-Mercaptopurine Adherence and mHealth Engagement During Cancer Treatment: Protocol for Ecological Momentary Assessment.

Authors:  Alexandra M Psihogios; Mashfiqui Rabbi; Annisa Ahmed; Elise R McKelvey; Yimei Li; Jean-Philippe Laurenceau; Stephen P Hunger; Linda Fleisher; Ahna Lh Pai; Lisa A Schwartz; Susan A Murphy; Lamia P Barakat
Journal:  JMIR Res Protoc       Date:  2021-10-22

8.  Adaptive Health Coaching Technology for Tailored Interventions.

Authors:  Holly Jimison; Michael Shapiro; Misha Pavel
Journal:  Int J Environ Res Public Health       Date:  2021-03-09       Impact factor: 3.390

  8 in total

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