Development of a Framework for a Blockchain-Enabled Token Economy Model in an Electronic Medical Record System: Quantifying User Engagement During Doctor-Patient Consultations
Tangible incentives to increase social collaboration and improve tech- nology adoption are essential for the sustainability of an electronic health platform. This research paper studied the development of a framework for a blockchain-enabled token economy model for electronic medical record sys- tem...
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2020
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ph-ateneo-arc.theses-dissertations-15312021-09-27T03:00:04Z Development of a Framework for a Blockchain-Enabled Token Economy Model in an Electronic Medical Record System: Quantifying User Engagement During Doctor-Patient Consultations Villamor, Dennis Andrew Tangible incentives to increase social collaboration and improve tech- nology adoption are essential for the sustainability of an electronic health platform. This research paper studied the development of a framework for a blockchain-enabled token economy model for electronic medical record sys- tems. A token economy is used as an intervention method to increase the usage and adoption of an EMR by providing incentives for engagement with the system. A total of 8,891,495 EMR usage logs, from 2016 - 2017, were used as a dataset to generate an activity-network flow through process min- ing. The logs were processed to show an aggregate count of the frequency of each action performed, and a process map was formed. The incentives are in the form of a currency that is awarded to an agent after certain criteria are met with regards to their system usage. A token economy model using a systems modeling approach was developed to ensure the system network is sustainable such that the amount of transactions and circulating tokens on the network is maintained over time. A token economy model was devel- oped that, when used in a simulation with certain parameters and internal variables, shows that transactions occur over the entire time period repre- senting one year, and that the tokens available on the entire system does not get fully depleted. The model was validated through comparison with a baseline simulation, parameter variation, and extreme condition tests. 2020-01-01T08:00:00Z text https://archium.ateneo.edu/theses-dissertations/405 Theses and Dissertations (All) Archīum Ateneo n/a |
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n/a Villamor, Dennis Andrew Development of a Framework for a Blockchain-Enabled Token Economy Model in an Electronic Medical Record System: Quantifying User Engagement During Doctor-Patient Consultations |
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Tangible incentives to increase social collaboration and improve tech- nology adoption are essential for the sustainability of an electronic health platform. This research paper studied the development of a framework for a blockchain-enabled token economy model for electronic medical record sys- tems. A token economy is used as an intervention method to increase the usage and adoption of an EMR by providing incentives for engagement with the system. A total of 8,891,495 EMR usage logs, from 2016 - 2017, were used as a dataset to generate an activity-network flow through process min- ing. The logs were processed to show an aggregate count of the frequency of each action performed, and a process map was formed. The incentives are in the form of a currency that is awarded to an agent after certain criteria are met with regards to their system usage. A token economy model using a systems modeling approach was developed to ensure the system network is sustainable such that the amount of transactions and circulating tokens on the network is maintained over time. A token economy model was devel- oped that, when used in a simulation with certain parameters and internal variables, shows that transactions occur over the entire time period repre- senting one year, and that the tokens available on the entire system does not get fully depleted. The model was validated through comparison with a baseline simulation, parameter variation, and extreme condition tests. |
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Villamor, Dennis Andrew |
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Villamor, Dennis Andrew |
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Villamor, Dennis Andrew |
title |
Development of a Framework for a Blockchain-Enabled Token Economy Model in an Electronic Medical Record System: Quantifying User Engagement During Doctor-Patient Consultations |
title_short |
Development of a Framework for a Blockchain-Enabled Token Economy Model in an Electronic Medical Record System: Quantifying User Engagement During Doctor-Patient Consultations |
title_full |
Development of a Framework for a Blockchain-Enabled Token Economy Model in an Electronic Medical Record System: Quantifying User Engagement During Doctor-Patient Consultations |
title_fullStr |
Development of a Framework for a Blockchain-Enabled Token Economy Model in an Electronic Medical Record System: Quantifying User Engagement During Doctor-Patient Consultations |
title_full_unstemmed |
Development of a Framework for a Blockchain-Enabled Token Economy Model in an Electronic Medical Record System: Quantifying User Engagement During Doctor-Patient Consultations |
title_sort |
development of a framework for a blockchain-enabled token economy model in an electronic medical record system: quantifying user engagement during doctor-patient consultations |
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Archīum Ateneo |
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2020 |
url |
https://archium.ateneo.edu/theses-dissertations/405 |
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