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The Person-Event Data Environment: leveraging big data for studies of psychological strengths in soldiers
The Department of Defense (DoD) strives to efficiently manage the large volumes of administrative data collected and repurpose this information for research and analyses with policy implications. This need is especially present in the United States Army, which maintains numerous electronic databases...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3861613/ https://www.ncbi.nlm.nih.gov/pubmed/24379795 http://dx.doi.org/10.3389/fpsyg.2013.00934 |
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author | Vie, Loryana L. Griffith, Kevin N. Scheier, Lawrence M. Lester, Paul B. Seligman, Martin E. P. |
author_facet | Vie, Loryana L. Griffith, Kevin N. Scheier, Lawrence M. Lester, Paul B. Seligman, Martin E. P. |
author_sort | Vie, Loryana L. |
collection | PubMed |
description | The Department of Defense (DoD) strives to efficiently manage the large volumes of administrative data collected and repurpose this information for research and analyses with policy implications. This need is especially present in the United States Army, which maintains numerous electronic databases with information on more than one million Active-Duty, Reserve, and National Guard soldiers, their family members, and Army civilian employees. The accumulation of vast amounts of digitized health, military service, and demographic data thus approaches, and may even exceed, traditional benchmarks for Big Data. Given the challenges of disseminating sensitive personal and health information, the Person-Event Data Environment (PDE) was created to unify disparate Army and DoD databases in a secure cloud-based enclave. This electronic repository serves the ultimate goal of achieving cost efficiencies in psychological and healthcare studies and provides a platform for collaboration among diverse scientists. This paper provides an overview of the uses of the PDE to perform command surveillance and policy analysis for Army leadership. The paper highlights the confluence of both economic and behavioral science perspectives elucidating empirically-based studies examining relations between psychological assets, health, and healthcare utilization. Specific examples explore the role of psychological assets in major cost drivers such as medical expenditures both during deployment and stateside, drug use, attrition from basic training, and low reenlistment rates. Through creation of the PDE, the Army and scientific community can now capitalize on the vast amounts of personnel, financial, medical, training and education, deployment, and security systems that influence Army-wide policies and procedures. |
format | Online Article Text |
id | pubmed-3861613 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-38616132013-12-30 The Person-Event Data Environment: leveraging big data for studies of psychological strengths in soldiers Vie, Loryana L. Griffith, Kevin N. Scheier, Lawrence M. Lester, Paul B. Seligman, Martin E. P. Front Psychol Psychology The Department of Defense (DoD) strives to efficiently manage the large volumes of administrative data collected and repurpose this information for research and analyses with policy implications. This need is especially present in the United States Army, which maintains numerous electronic databases with information on more than one million Active-Duty, Reserve, and National Guard soldiers, their family members, and Army civilian employees. The accumulation of vast amounts of digitized health, military service, and demographic data thus approaches, and may even exceed, traditional benchmarks for Big Data. Given the challenges of disseminating sensitive personal and health information, the Person-Event Data Environment (PDE) was created to unify disparate Army and DoD databases in a secure cloud-based enclave. This electronic repository serves the ultimate goal of achieving cost efficiencies in psychological and healthcare studies and provides a platform for collaboration among diverse scientists. This paper provides an overview of the uses of the PDE to perform command surveillance and policy analysis for Army leadership. The paper highlights the confluence of both economic and behavioral science perspectives elucidating empirically-based studies examining relations between psychological assets, health, and healthcare utilization. Specific examples explore the role of psychological assets in major cost drivers such as medical expenditures both during deployment and stateside, drug use, attrition from basic training, and low reenlistment rates. Through creation of the PDE, the Army and scientific community can now capitalize on the vast amounts of personnel, financial, medical, training and education, deployment, and security systems that influence Army-wide policies and procedures. Frontiers Media S.A. 2013-12-13 /pmc/articles/PMC3861613/ /pubmed/24379795 http://dx.doi.org/10.3389/fpsyg.2013.00934 Text en Copyright © 2013 Vie, Griffith, Scheier, Lester and Seligman. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Vie, Loryana L. Griffith, Kevin N. Scheier, Lawrence M. Lester, Paul B. Seligman, Martin E. P. The Person-Event Data Environment: leveraging big data for studies of psychological strengths in soldiers |
title | The Person-Event Data Environment: leveraging big data for studies of psychological strengths in soldiers |
title_full | The Person-Event Data Environment: leveraging big data for studies of psychological strengths in soldiers |
title_fullStr | The Person-Event Data Environment: leveraging big data for studies of psychological strengths in soldiers |
title_full_unstemmed | The Person-Event Data Environment: leveraging big data for studies of psychological strengths in soldiers |
title_short | The Person-Event Data Environment: leveraging big data for studies of psychological strengths in soldiers |
title_sort | person-event data environment: leveraging big data for studies of psychological strengths in soldiers |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3861613/ https://www.ncbi.nlm.nih.gov/pubmed/24379795 http://dx.doi.org/10.3389/fpsyg.2013.00934 |
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