Ryan M Leone, Mason H Remondelli, Jeremy C Pamplin
{"title":"Transformative Modernization and Data on the Future Battlefield.","authors":"Ryan M Leone, Mason H Remondelli, Jeremy C Pamplin","doi":"10.1093/milmed/usag434","DOIUrl":null,"url":null,"abstract":"<p><p>In preparing for large-scale combat operations, the Military Health System must evaluate whether or not the data it collects are both collectable and usable in dynamic environments with large casualty counts. This requires a shift from active collection to passive collection, and a focus on leveraging data for decision-making rather than just record-keeping. Such changes require a movement toward transformative modernization, which involves a comprehensive overhaul of the data ecosystem to automatically collect actionable data and analyze them, rather than just digitize it, which simply improves the efficiency of data collection and documentation. This commentary seeks to contrast these approaches and the data requirements needed to move from data for documentation and even process improvement to data for real-time decision-making and continuous learning.</p>","PeriodicalId":18638,"journal":{"name":"Military Medicine","volume":" ","pages":""},"PeriodicalIF":1.2000,"publicationDate":"2026-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Military Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/milmed/usag434","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 0
Abstract
In preparing for large-scale combat operations, the Military Health System must evaluate whether or not the data it collects are both collectable and usable in dynamic environments with large casualty counts. This requires a shift from active collection to passive collection, and a focus on leveraging data for decision-making rather than just record-keeping. Such changes require a movement toward transformative modernization, which involves a comprehensive overhaul of the data ecosystem to automatically collect actionable data and analyze them, rather than just digitize it, which simply improves the efficiency of data collection and documentation. This commentary seeks to contrast these approaches and the data requirements needed to move from data for documentation and even process improvement to data for real-time decision-making and continuous learning.
期刊介绍:
Military Medicine is the official international journal of AMSUS. Articles published in the journal are peer-reviewed scientific papers, case reports, and editorials. The journal also publishes letters to the editor.
The objective of the journal is to promote awareness of federal medicine by providing a forum for responsible discussion of common ideas and problems relevant to federal healthcare. Its mission is: To increase healthcare education by providing scientific and other information to its readers; to facilitate communication; and to offer a prestige publication for members’ writings.