Modeling Reality: Revisiting Calvert’s Fitness Simulation Article Swipe
Aniya Hartzler
,
Alice Qian
,
Daniella Rupert
,
Maia Sethi
,
Helina D. VanBibber
,
Taylor Bova
,
Dhruv R. Seshadri
,
Colin K. Drummond
·
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.1115/dmd2021-1068
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.1115/dmd2021-1068
Wearable sensors have gained mainstream acceptance for health and fitness monitoring despite the absence of clinically validated analytic models for clinical decision support. Individual sensors measuring, say, EKG signal and heart rate can provide insight on cardiovascular response, but a more complete picture of health and fitness requires a more complete portfolio of sensors and data. This paper outlines the research underway to revisit and reconfigure the 1976 Calvert systems model of the effect of training on physical performance. Specifically, we use wearable sensor data from clinical trials to supplement a hybrid model created by nesting Perl’s Performance-Potential model within Calvert’s transfer function approach to system simulation. Contemporary simulation tools combined with wearables clinical trial data is the foundation for a more agile platform for simulation of fitness and exploration of causality between training and physical performance. This platform offers the opportunity to strategically integrate data from various wearable sensors in a fashion enabling improved support for post-injury and return to sport decision-making.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1115/dmd2021-1068
- OA Status
- green
- Cited By
- 1
- References
- 2
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3161488585
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3161488585Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1115/dmd2021-1068Digital Object Identifier
- Title
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Modeling Reality: Revisiting Calvert’s Fitness SimulationWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2021Year of publication
- Publication date
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2021-04-12Full publication date if available
- Authors
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Aniya Hartzler, Alice Qian, Daniella Rupert, Maia Sethi, Helina D. VanBibber, Taylor Bova, Dhruv R. Seshadri, Colin K. DrummondList of authors in order
- Landing page
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https://doi.org/10.1115/dmd2021-1068Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
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greenOpen access status per OpenAlex
- OA URL
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https://www.ncbi.nlm.nih.gov/pmc/articles/9066612Direct OA link when available
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Wearable computer, Computer science, Workbench, Agile software development, Testbed, Human–computer interaction, Data modeling, Data science, Simulation, Artificial intelligence, Software engineering, Embedded system, Visualization, Computer networkTop concepts (fields/topics) attached by OpenAlex
- Cited by
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1Total citation count in OpenAlex
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2024: 1Per-year citation counts (last 5 years)
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10Other works algorithmically related by OpenAlex
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