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人员-事件数据环境:利用大数据研究士兵的心理优势。

The Person-Event Data Environment: leveraging big data for studies of psychological strengths in soldiers.

机构信息

Positive Psychology Center, University of Pennsylvania Philadelphia, PA, USA ; Research Facilitation Team, Army Analytics Group Monterey, CA, USA.

Research Facilitation Team, Army Analytics Group Monterey, CA, USA.

出版信息

Front Psychol. 2013 Dec 13;4:934. doi: 10.3389/fpsyg.2013.00934. eCollection 2013.

Abstract

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.

摘要

国防部(DoD)努力高效管理收集的大量行政数据,并重新利用这些信息进行具有政策意义的研究和分析。这一需求在美国陆军中尤为明显,陆军维护着许多电子数据库,其中包含超过 100 万名现役、预备役和国民警卫队士兵、他们的家属和陆军文职雇员的信息。大量数字化的健康、军事服务和人口数据的积累接近,甚至可能超过了大数据的传统基准。鉴于传播敏感个人和健康信息的挑战,创建了人员-事件数据环境(PDE),以在安全的基于云的飞地中统一陆军和国防部的不同数据库。这个电子存储库的最终目标是在心理和医疗保健研究中实现成本效率,并为不同科学家之间的合作提供平台。本文概述了 PDE 用于执行对陆军领导层的指挥监控和政策分析的用途。本文强调了经济和行为科学观点的融合,阐明了研究心理资产、健康和医疗保健利用之间关系的基于实证的研究。具体示例探讨了心理资产在主要成本驱动因素中的作用,例如部署期间和国内的医疗支出、药物使用、基础训练的流失以及低再入伍率。通过创建 PDE,陆军和科学界现在可以利用影响全军政策和程序的大量人员、财务、医疗、培训和教育、部署和安全系统。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff47/3861613/12a270bd7c7d/fpsyg-04-00934-g001.jpg

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