Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes

Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes

Author: Philip S. Antón

Publisher:

Published: 2019

Total Pages: 125

ISBN-13:

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"In the conference report accompanying the National Defense Authorization Act for Fiscal Year 2017, Congress expressed concern that the U.S. Department of Defense (DoD) "does not sufficiently incorporate data into its acquisition-related learning and decision-making" and asked six questions about "the use of data analysis, measurement, and other evaluation-related methods in DoD acquisition programs." In this report, the authors decompose and measure acquisition functions, data governance, and training to assess how data and associated analytics support DoD acquisition decision making. The authors found that the DoD is applying a breadth of data analytics to acquisition. Capabilities range from simple data archives and plotting to archives integrated with commercial analytic tools. The DoD has implemented an array of data governance and management practices, but major challenges remain, including a culture against data sharing and concerns about security and oversight burden. Some commercial breakthroughs in advanced analytics sound promising for DoD acquisition, but some might not be applicable; research is ongoing. Advancement should include developing a data analytics strategy across acquisition domains, expanding data governance and data sharing, and continuing to expand and mature data collection, access, and analytic layers. Also, mechanisms are needed to authorize and ensure protected access to data for both the DoD and external analysts. Improved incentives and understanding of data analytics could encourage decision makers to make better use of capabilities" -- Publisher's description.


Book Synopsis Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes by : Philip S. Antón

Download or read book Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes written by Philip S. Antón and published by . This book was released on 2019 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: "In the conference report accompanying the National Defense Authorization Act for Fiscal Year 2017, Congress expressed concern that the U.S. Department of Defense (DoD) "does not sufficiently incorporate data into its acquisition-related learning and decision-making" and asked six questions about "the use of data analysis, measurement, and other evaluation-related methods in DoD acquisition programs." In this report, the authors decompose and measure acquisition functions, data governance, and training to assess how data and associated analytics support DoD acquisition decision making. The authors found that the DoD is applying a breadth of data analytics to acquisition. Capabilities range from simple data archives and plotting to archives integrated with commercial analytic tools. The DoD has implemented an array of data governance and management practices, but major challenges remain, including a culture against data sharing and concerns about security and oversight burden. Some commercial breakthroughs in advanced analytics sound promising for DoD acquisition, but some might not be applicable; research is ongoing. Advancement should include developing a data analytics strategy across acquisition domains, expanding data governance and data sharing, and continuing to expand and mature data collection, access, and analytic layers. Also, mechanisms are needed to authorize and ensure protected access to data for both the DoD and external analysts. Improved incentives and understanding of data analytics could encourage decision makers to make better use of capabilities" -- Publisher's description.

Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes

Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes

Author: Philip S. Anton

Publisher:

Published: 2021-10-15

Total Pages: 170

ISBN-13: 9781977403261

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Congress asked about acquisition data analytics in the Department of Defense. This report identifies and measures capabilities and recent progress. Barriers to improvement include a culture against data sharing due to security and burden concerns.


Book Synopsis Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes by : Philip S. Anton

Download or read book Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes written by Philip S. Anton and published by . This book was released on 2021-10-15 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: Congress asked about acquisition data analytics in the Department of Defense. This report identifies and measures capabilities and recent progress. Barriers to improvement include a culture against data sharing due to security and burden concerns.

Congressional Record

Congressional Record

Author: United States. Congress

Publisher:

Published: 2017

Total Pages: 560

ISBN-13:

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Book Synopsis Congressional Record by : United States. Congress

Download or read book Congressional Record written by United States. Congress and published by . This book was released on 2017 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Leveraging Big Data Analytics to Improve Military Recruiting

Leveraging Big Data Analytics to Improve Military Recruiting

Author: Nelson Lim

Publisher:

Published: 2019-11-30

Total Pages: 0

ISBN-13: 9781977403421

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The authors identified current, desired, and prospective data-enabled practices that the U.S. Department of Defense and the services might be able to deploy in their outreach and recruiting processes.


Book Synopsis Leveraging Big Data Analytics to Improve Military Recruiting by : Nelson Lim

Download or read book Leveraging Big Data Analytics to Improve Military Recruiting written by Nelson Lim and published by . This book was released on 2019-11-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors identified current, desired, and prospective data-enabled practices that the U.S. Department of Defense and the services might be able to deploy in their outreach and recruiting processes.

Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science

Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science

Author:

Publisher:

Published: 2021

Total Pages: 134

ISBN-13: 9780309684941

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"The effective use of data science (the science and technology of extracting value from data) improves, enhances, and strengthens acquisition decision-making and outcomes. Using data science to support decision making is not new to the defense acquisition community; its use by the acquisition workforce has enabled acquisition and thus defense successes for decades. Still, more consistent and expanded application of data science will continue improving acquisition outcomes, and doing so requires coordinated efforts across the defense acquisition system and its related communities and stakeholders. Central to that effort is the development, growth, and sustainment of data science capabilities across the acquisition workforce. At the request of the Under Secretary of Defense for Acquisition and Sustainment, this book assesses how data science can improve acquisition processes and develops a framework for training and educating the defense acquisition workforce to better exploit the application of data science. This report identifies opportunities where data science can improve acquisition processes, the relevant data science skills and capabilities necessary for the acquisition workforce, and relevant models of data science training and education" --


Book Synopsis Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science by :

Download or read book Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science written by and published by . This book was released on 2021 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The effective use of data science (the science and technology of extracting value from data) improves, enhances, and strengthens acquisition decision-making and outcomes. Using data science to support decision making is not new to the defense acquisition community; its use by the acquisition workforce has enabled acquisition and thus defense successes for decades. Still, more consistent and expanded application of data science will continue improving acquisition outcomes, and doing so requires coordinated efforts across the defense acquisition system and its related communities and stakeholders. Central to that effort is the development, growth, and sustainment of data science capabilities across the acquisition workforce. At the request of the Under Secretary of Defense for Acquisition and Sustainment, this book assesses how data science can improve acquisition processes and develops a framework for training and educating the defense acquisition workforce to better exploit the application of data science. This report identifies opportunities where data science can improve acquisition processes, the relevant data science skills and capabilities necessary for the acquisition workforce, and relevant models of data science training and education" --

Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions

Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions

Author: National Academies of Sciences, Engineering, and Medicine

Publisher: National Academies Press

Published: 2017-02-06

Total Pages: 165

ISBN-13: 0309450810

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The Office of the Under Secretary of Defense (Personnel & Readiness), referred to throughout this report as P&R, is responsible for the total force management of all Department of Defense (DoD) components including the recruitment, readiness, and retention of personnel. Its work and policies are supported by a number of organizations both within DoD, including the Defense Manpower Data Center (DMDC), and externally, including the federally funded research and development centers (FFRDCs) that work for DoD. P&R must be able to answer questions for the Secretary of Defense such as how to recruit people with an aptitude for and interest in various specialties and along particular career tracks and how to assess on an ongoing basis service members' career satisfaction and their ability to meet new challenges. P&R must also address larger-scale questions, such as how the current realignment of forces to the Asia-Pacific area and other regions will affect recruitment, readiness, and retention. While DoD makes use of large-scale data and mathematical analysis in intelligence, surveillance, reconnaissance, and elsewhereâ€"exploiting techniques such as complex network analysis, machine learning, streaming social media analysis, and anomaly detectionâ€"these skills and capabilities have not been applied as well to the personnel and readiness enterprise. Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions offers and roadmap and implementation plan for the integration of data analysis in support of decisions within the purview of P&R.


Book Synopsis Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions by : National Academies of Sciences, Engineering, and Medicine

Download or read book Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-02-06 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Office of the Under Secretary of Defense (Personnel & Readiness), referred to throughout this report as P&R, is responsible for the total force management of all Department of Defense (DoD) components including the recruitment, readiness, and retention of personnel. Its work and policies are supported by a number of organizations both within DoD, including the Defense Manpower Data Center (DMDC), and externally, including the federally funded research and development centers (FFRDCs) that work for DoD. P&R must be able to answer questions for the Secretary of Defense such as how to recruit people with an aptitude for and interest in various specialties and along particular career tracks and how to assess on an ongoing basis service members' career satisfaction and their ability to meet new challenges. P&R must also address larger-scale questions, such as how the current realignment of forces to the Asia-Pacific area and other regions will affect recruitment, readiness, and retention. While DoD makes use of large-scale data and mathematical analysis in intelligence, surveillance, reconnaissance, and elsewhereâ€"exploiting techniques such as complex network analysis, machine learning, streaming social media analysis, and anomaly detectionâ€"these skills and capabilities have not been applied as well to the personnel and readiness enterprise. Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions offers and roadmap and implementation plan for the integration of data analysis in support of decisions within the purview of P&R.

Weapons Acquisition: DoD Should Strengthen Policies for Assessing Technical Data Needs to Support Weapon Systems

Weapons Acquisition: DoD Should Strengthen Policies for Assessing Technical Data Needs to Support Weapon Systems

Author:

Publisher: DIANE Publishing

Published: 2006

Total Pages: 58

ISBN-13: 9781422308653

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Army and the Air Force have encountered limitations in their sustainment plans for some fielded weapon systems because they lacked needed technical data rights. The lack of technical data rights has limited the services flexibility to make changes to sustainment plans that are aimed at achieving cost savings and meeting legislative requirements regarding depot maintenance capabilities. During our review we identified seven Army and Air Force weapon system programs where these military services encountered limitations in implementing revisions to sustainment plans C-17 aircraft, F-22 aircraft, C-130J aircraft, Up-armored High- Mobility Multipurpose Wheeled Vehicle (HMMWV), Stryker family of vehicles, Airborne Warning and Control System (AWACS) aircraft, and M4 carbine. Although the circumstances surrounding each case were unique, earlier decisions made on technical data rights during system acquisition were cited as a primary reason for the limitations subsequently encountered. As a result of the limitations encountered due to the lack of technical data rights, the services had to alter their plans for developing maintenance capability at public depots, new sources of supply to increase production, or competitive offers for the acquisition of spare parts and components to reduce sustainment costs. For example, the Air Force identified a need to develop a capability to perform maintenance on the C-17 at government depots but lacked the requisite technical data rights. Consequently, the Air Force is seeking to form partnerships with C-17 subvendors to develop its depot maintenance capability. Its efforts to form these partnerships have had mixed results, according to Air Force officials, because some sub-vendors have declined to provide the needed technical data.


Book Synopsis Weapons Acquisition: DoD Should Strengthen Policies for Assessing Technical Data Needs to Support Weapon Systems by :

Download or read book Weapons Acquisition: DoD Should Strengthen Policies for Assessing Technical Data Needs to Support Weapon Systems written by and published by DIANE Publishing. This book was released on 2006 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: Army and the Air Force have encountered limitations in their sustainment plans for some fielded weapon systems because they lacked needed technical data rights. The lack of technical data rights has limited the services flexibility to make changes to sustainment plans that are aimed at achieving cost savings and meeting legislative requirements regarding depot maintenance capabilities. During our review we identified seven Army and Air Force weapon system programs where these military services encountered limitations in implementing revisions to sustainment plans C-17 aircraft, F-22 aircraft, C-130J aircraft, Up-armored High- Mobility Multipurpose Wheeled Vehicle (HMMWV), Stryker family of vehicles, Airborne Warning and Control System (AWACS) aircraft, and M4 carbine. Although the circumstances surrounding each case were unique, earlier decisions made on technical data rights during system acquisition were cited as a primary reason for the limitations subsequently encountered. As a result of the limitations encountered due to the lack of technical data rights, the services had to alter their plans for developing maintenance capability at public depots, new sources of supply to increase production, or competitive offers for the acquisition of spare parts and components to reduce sustainment costs. For example, the Air Force identified a need to develop a capability to perform maintenance on the C-17 at government depots but lacked the requisite technical data rights. Consequently, the Air Force is seeking to form partnerships with C-17 subvendors to develop its depot maintenance capability. Its efforts to form these partnerships have had mixed results, according to Air Force officials, because some sub-vendors have declined to provide the needed technical data.

Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science

Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science

Author: National Academies of Sciences, Engineering, and Medicine

Publisher:

Published: 2022-02-19

Total Pages: 120

ISBN-13: 9780309684934

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The effective use of data science - the science and technology of extracting value from data - improves, enhances, and strengthens acquisition decision-making and outcomes. Using data science to support decision making is not new to the defense acquisition community; its use by the acquisition workforce has enabled acquisition and thus defense successes for decades. Still, more consistent and expanded application of data science will continue improving acquisition outcomes, and doing so requires coordinated efforts across the defense acquisition system and its related communities and stakeholders. Central to that effort is the development, growth, and sustainment of data science capabilities across the acquisition workforce. At the request of the Under Secretary of Defense for Acquisition and Sustainment, Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science assesses how data science can improve acquisition processes and develops a framework for training and educating the defense acquisition workforce to better exploit the application of data science. This report identifies opportunities where data science can improve acquisition processes, the relevant data science skills and capabilities necessary for the acquisition workforce, and relevant models of data science training and education.


Book Synopsis Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science by : National Academies of Sciences, Engineering, and Medicine

Download or read book Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science written by National Academies of Sciences, Engineering, and Medicine and published by . This book was released on 2022-02-19 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: The effective use of data science - the science and technology of extracting value from data - improves, enhances, and strengthens acquisition decision-making and outcomes. Using data science to support decision making is not new to the defense acquisition community; its use by the acquisition workforce has enabled acquisition and thus defense successes for decades. Still, more consistent and expanded application of data science will continue improving acquisition outcomes, and doing so requires coordinated efforts across the defense acquisition system and its related communities and stakeholders. Central to that effort is the development, growth, and sustainment of data science capabilities across the acquisition workforce. At the request of the Under Secretary of Defense for Acquisition and Sustainment, Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science assesses how data science can improve acquisition processes and develops a framework for training and educating the defense acquisition workforce to better exploit the application of data science. This report identifies opportunities where data science can improve acquisition processes, the relevant data science skills and capabilities necessary for the acquisition workforce, and relevant models of data science training and education.

Defense Acquisition: DoD Should Clarify Requirements for Assessing and Documenting Technical-Data Needs

Defense Acquisition: DoD Should Clarify Requirements for Assessing and Documenting Technical-Data Needs

Author: Jack E. Edwards

Publisher: DIANE Publishing

Published: 2011-09

Total Pages: 41

ISBN-13: 1437987273

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Some DoD weapon systems remain in the inventory for decades. Therefore, decisions that program officials make during the acquisition process to acquire or not acquire rights to technical data (TD) can have far-reaching implications for DoD's ability to sustain and competitively procure parts and services for those systems. DoD needs access to TD to control costs, maintain flexibility in acquisition and sustainment, and maintain and operate systems. This report reviews the extent to which: (1) DoD has updated its acquisition and procurement policies; (2) selected acquisition programs adhered to requirements to document TD needs; and (3) DoD took actions to improve TD decisions by program managers. Illus. This is a print on demand report.


Book Synopsis Defense Acquisition: DoD Should Clarify Requirements for Assessing and Documenting Technical-Data Needs by : Jack E. Edwards

Download or read book Defense Acquisition: DoD Should Clarify Requirements for Assessing and Documenting Technical-Data Needs written by Jack E. Edwards and published by DIANE Publishing. This book was released on 2011-09 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: Some DoD weapon systems remain in the inventory for decades. Therefore, decisions that program officials make during the acquisition process to acquire or not acquire rights to technical data (TD) can have far-reaching implications for DoD's ability to sustain and competitively procure parts and services for those systems. DoD needs access to TD to control costs, maintain flexibility in acquisition and sustainment, and maintain and operate systems. This report reviews the extent to which: (1) DoD has updated its acquisition and procurement policies; (2) selected acquisition programs adhered to requirements to document TD needs; and (3) DoD took actions to improve TD decisions by program managers. Illus. This is a print on demand report.

The Department of Defense Posture for Artificial Intelligence

The Department of Defense Posture for Artificial Intelligence

Author: Danielle C. Tarraf

Publisher:

Published: 2020-01-30

Total Pages: 0

ISBN-13: 9781977404053

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In this report, the authors assess the state of artificial intelligence (AI) relevant to DoD, conduct an independent assessment of the Department of Defense's posture in AI, and put forth a set of recommendations to enhance that posture.


Book Synopsis The Department of Defense Posture for Artificial Intelligence by : Danielle C. Tarraf

Download or read book The Department of Defense Posture for Artificial Intelligence written by Danielle C. Tarraf and published by . This book was released on 2020-01-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this report, the authors assess the state of artificial intelligence (AI) relevant to DoD, conduct an independent assessment of the Department of Defense's posture in AI, and put forth a set of recommendations to enhance that posture.