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Your search for Data Management found 151 results.

Optimizing Total Force Management

/reports/2021/07/optimizing-total-force-management

Manpower management (MM) is the term for the set of processes by which the services and other DOD components define and fund—for each operational unit, command staff, and shore/support organization—the numbers and types of job positions that these activities need to perform their missions. Execution of these MM processes across DOD is governed by a combination of the Office of Secretary of Defense (OSD) and service-specific instructions, directives, and policies. In addition to providing methods and policy for determining the number and types of position, they provide guidance for determining the most appropriate labor source (active military, reserve military, civilians, or contracted services) to fill each position. This study examines the MM processes currently used within each DOD component to determine how they integrate DOD’s workforce mix policy and guidance and to identify impediments that prevent or supersede adherence to this guidance.

Optimizing Total Force Management Optimizing Total Force Management Manpower management (MM) is the term for the set of processes by which the services and other DOD components define and fund ... ’s share of the TF has fluctuated over time, driven by changes in national security concerns and shifting views on what constitutes the most effective and efficient workforce. Manpower management (MM ... , paying particular attention to workforce mix decisions.3 We supplemented that effort by analyzing manpower data across the services looking for indications that one type of manpower may be favored

Technology in Law Enforcement

/reports/2019/03/technology-in-law-enforcement

There are no currently-known, formal studies of the frequency and use of common operational picture (COP) technology in law enforcement. This market review report is part of an overarching mixed-methods study that will include a national survey of law enforcement agencies to discern the types of COP technology used in the field and a set of case studies on the COP technology adoption process, lessons learned, and best practices for implementing and using COP technologies. This market review illustrates COP technology features and capabilities available to law enforcement agencies, though these technologies may not necessarily be in use. This report is not intended to rank or evaluate the products listed. We did not test or evaluate the products. The report’s sole purpose is to provide the law enforcement community with an overview of COP products available at the time the data was collected.

the products listed. We did not test or evaluate the products. The report’s sole purpose is to provide the law enforcement community with an overview of COP products available at the time the data ... of COP information. COP technologies offer a means to improve information management within an agency and in some cases its public safety partners. In some COP technology, the information ... enforcement community with an overview of COP products available at the time the data was collected. This document should be used as a reference only, not as a resource to make a purchasing decision

Gender Differences Among DON Personnel

/reports/2019/04/gender-differences-among-don-personnel

This report documents an analysis of gender differences in misbehavior rates among enlisted personnel in the Department of the Navy (DON). Using indicators found in personnel data from the US Marine Corps (USMC) and the US Navy (USN), we show that, between fiscal year (FY) 1999 and FY 2015, male misbehavior rates were higher than female rates for every indicator, in every year for both services. Using data from FY 2015, we estimate that higher male misbehavior rates in the USMC (USN) resulted in about 1,400 (2,000) extra incidents of misbehavior and imposed about $57 ($197) million in extra costs. Based on these results, we conclude that excluding costs associated with higher rates of male misbehavior renders cost-benefit analyses of increasing gender integration incomplete. In addition, we recommend that the DON improve cost estimates of misbehavior to allocate resources toward prevention and response as effectively and efficiently as possible.

enlisted personnel in the Department of the Navy (DON). Using indicators found in personnel data from the US Marine Corps (USMC) and the US Navy (USN), we show that, between fiscal year (FY) 1999 and FY 2015, male misbehavior rates were higher than female rates for every indicator, in every year for both services. Using data from FY 2015, we estimate that higher male misbehavior rates in the USMC ... of the Navy (Financial Management and Comptroller) (ASN(FM&C)) asked CNA to examine the costs and benefits associated with greater gender integration and to assess the potential impact on DON personnel

Use of Safety Equipment in Correctional Facilities

/reports/2019/04/use-of-safety-equipment-in-correctional-facilities

This study of prison safety equipment in 7 facilities and assaults and injuries finds correctional officer safety depends on training, attitude, and equipment.

governing the use of these technologies, and assess perceptions of their effectiveness among correctional officers, management personnel, and union members. The GAO identified a variety of safety equipment ... . However, the data collection and analysis methods used in the GAO study had two limitations. First, the 14 state departments of corrections the GAO surveyed were selected non-randomly

Seeing Through the Fog of Data Bias

/our-media/indepth/2021/10/data-bias

Truth in data depends on definition, interpretation, and approximation. If the future digital Navy fails to understand and actively manage data bias, it will find itself off course.

to cultivate people. The Navy’s data stewards—the people responsible for the collection, management, and administration of data sets—need specialized training to understand how data bias occurs ... Data Bias Truth in data depends on definition, interpretation, and approximation. If the future digital Navy fails to understand and actively manage data bias, it will find itself off course. /images/InDepth/Post103.jpg Seeing Through the Fog of Data Bias 103 Eileen Chollet Eileen Chollet is a senior research scientist in CNA’s Fleet Operations and Assessments Program. "Future conflicts

The Case for Data Science at Sea

/our-media/indepth/2024/06/the-case-for-data-science-at-sea

A data science team on a U.S. Navy aircraft carrier harnessed the power of data analytics and software development to achieve new efficiencies and better performance.

data management, software development, and data-analytics production center over the course of CSG-1’s 2023–24 deployment. This improvement in capability and scope can mainly be attributed to three ... The Case for Data Science at Sea A data science team on a U.S. Navy aircraft carrier harnessed the power of data analytics and software development to achieve new efficiencies and better performance. /images/InDepth/2024/06/USS-Carl-Vinson.webp The Case for Data Science at Sea Rear Admiral Carlos Sardiello and Lieutenant Commander Shane Halton, U.S. Navy, and Annie Voigt, CNA Rear Admiral Carlos

CNA: A Cultural Revolution Empowering Business Transformation

/our-media/indepth/2024/04/cna-a-cultural-revolution-empowering-business-transformation

CNA Chief Information Officer Rizwan Jan is fostering a collaborative culture to drive innovation, efficiency, and cybersecurity.

in shaping the organisation's approach to data management, cybersecurity, and emerging technologies such as artificial intelligence and machine learning". This is especially important, as technologies ... platforms, optimising network architecture, and implementing automation tools to streamline processes and reduce manual workload. Jan also focused on enhancing data management practices to ensure data integrity, availability, and compliance with regulatory requirements. Navigating the complex regulatory landscape and ensuring compliance with industry regulations and data protection laws presented its

Thirteen COVID-19 Resources that Use Artificial Intelligence

/our-media/indepth/2020/05/thirteen-covid-19-resources-that-use-artificial-intelligence

Andy Ilachinski and David Broyles, co-hosts of AI with AI, CNA's popular podcast on artificial intelligence, have compiled a timely, annotated list of AI developments and resources related to COVID-19.

Coronavirus The Innovation & Digital Health Accelerator at Boston Children’s   Hospital has developed a dashboard that uses machine learning and social media data to track COVID-19. John Brownstein ... is the most extensive machine-readable coronavirus literature collection available for data mining. Additional resources include a full-text search engine ( CORD-19 Explorer ) and CoViz , an interactive ... a machine-learning-driven analytics dashboard that monitors locally reported COVID-19 cases and notifies users when a region’s numbers change significantly. Algorithms are based on publicly available data

14 More COVID-19 Resources that Use Artificial Intelligence

/our-media/indepth/2020/06/14-more-covid-19-resources-that-use-artificial-intelligence

Andy and Dave, co-hosts of AI with AI, CNA’s popular podcast on artificial intelligence, have compiled a second annotated list of AI developments and resources related to COVID-19.

being applied and opportunities to leverage it further. Topics include: How agencies and industry experts are leveraging AI for COVID-19 response. Best practices for data management workflows ... every week along with actual coronavirus data, showing how the models fared in the past. “Ensemble” forecasts are useful because they help us understand the most likely outcomes as well as best- ... . The COVID-19 Primer is generated by Primer AI, a machine intelligence company in San Francisco. Discussed on "AI with AI" Podcast 3.30 https://covid19primer.com/dashboard/ C3.ai COVID-19 Data

A New Map Helps Emergency Managers Get Food to Earthquake Survivors

/our-media/indepth/2023/10/new-map-helps-emergency-managers-get-food-to-earthquake-survivors

Emergency managers in Greater Seattle use a geographic information system (GIS) interactive map by CNA to plan where to distribute earthquake disaster relief.

in geography with a specialization in GIS. Emergency management planners in the Puget Sound region of Washington have a powerful new decision-making tool at their disposal as they plan for earthquake ... than two years working with emergency management leaders in the eight-county region to increase supply chain resilience and help close the preparedness gap. Our analyses build upon prior investigations by federal, state, local, and tribal agencies into how this event will disrupt all facets of life in the region. In 2021, regional leaders asked CNA to use data analysis to design a better way