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      Cover image for Building Defense Research Capacity at Historically Black Colleges and Universities, Tribal Colleges and Universities, and Minority-Serving Institutions
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      Building Defense Research Capacity at Historically Black Colleges and Universities, Tribal Colleges and Universities, and Minority-Serving Institutions

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Board on Higher Education and Workforce

      A planning committee of the National Academies of Sciences, Engineering, and Medicine convened a series of three hybrid workshops to examine the key issues highlighted in the National Academies 2022…

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      Cover image for Experimental Approaches to Improving Research Funding Programs
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      Experimental Approaches to Improving Research Funding Programs

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Board on Science, Technology, and Economic Policy

      On March 14-15, 2023, the Board on Science, Technology, and Economic Policy of the National Academies of Sciences, Engineering, and Medicine held a 2-day workshop in Washington, DC to explore…

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      Cover image for Data and Metrics for the DOD SBIR and STTR Programs
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      Data and Metrics for the DOD SBIR and STTR Programs

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Board on Science, Technology, and Economic Policy

      In response to a congressional mandate, a committee of the National Academies of Sciences, Engineering, and Medicine is conducting a review of the Small Business Innovation Research (SBIR) and Small…

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      Cover image for AI for Scientific Discovery
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      AI for Scientific Discovery

      National Academies of Sciences, Engineering, and Medicine, Division on Engineering and Physical Sciences, Policy and Global Affairs, Computer Science and Telecommunications Board, Science and Engineering Capacity Development Unit

      Over the past century, artificial intelligence (AI) has evolved from computational theory to everyday conversational technologies, capturing the attention and interest of the public and the media. It has also…

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      Cover image for Engaging Scientists in Central Asia on Life Science Data Governance Principles
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      Engaging Scientists in Central Asia on Life Science Data Governance Principles

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Division on Earth and Life Studies, International Networks and Cooperation, Board on Life Sciences

      To facilitate scientific progress and collaboration while also protecting personal privacy, the integrity of research investments, and national security, it is important for life science data to be collected, digitized…

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      Options for a National Plan for Smart Manufacturing

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Division on Engineering and Physical Sciences, Board on Science, Technology, and Economic Policy, National Materials and Manufacturing Board, Committee on Options for a National Plan for Smart Manufacturing

      Smart manufacturing technologies - from advanced sensors to new computing capabilities - have the potential to greatly improve the productivity, energy efficiency, and sustainability of the U.S. manufacturing sector. Successfully…

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      Cover image for Disrupting Ableism and Advancing STEM: Promoting the Success of People with Disabilities in the STEM Workforce
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      Disrupting Ableism and Advancing STEM: Promoting the Success of People with Disabilities in the STEM Workforce

      National Academies of Sciences, Engineering, and Medicine, Division of Behavioral and Social Sciences and Education, Policy and Global Affairs, Board on Science Education, Board on Higher Education and Workforce

      People with disabilities are the largest minority group in the United States. While nothing about science, technology, engineering, and mathematics (STEM) education, jobs, or workplaces would seem to inherently exclude…

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      Cover image for Preparing the Future Workforce in Drug Research and Development
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      Preparing the Future Workforce in Drug Research and Development

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Health and Medicine Division, U.S. Science and Innovation Policy, Board on Population Health and Public Health Practice, Board on Health Sciences Policy, Roundtable on Black Men and Black Women in Science, Engineering, and Medicine, Forum on Drug Discovery, Development, and Translation

      Despite advances over the past several decades, the clinical trials enterprise has struggled to meet the needs of an increasingly diverse U.S. population. To help address this issue, a 2023…

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      Cover image for Risk Analysis Methods for Nuclear War and Nuclear Terrorism
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      Risk Analysis Methods for Nuclear War and Nuclear Terrorism

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Division on Earth and Life Studies, Division on Engineering and Physical Sciences, Committee on International Security and Arms Control, Nuclear and Radiation Studies Board, Board on Mathematical Sciences and Analytics, Committee on Risk Analysis Methods for Nuclear War and Nuclear Terrorism

      The United States and the world face serious threats to nuclear stability and peace, now and in the coming decades. Within the nuclear arena, U.S. policy makers will need to…

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      Cover image for The Integration of the Humanities and Arts with Sciences, Engineering, and Medicine in Higher Education: Branches from the Same Tree
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      The Integration of the Humanities and Arts with Sciences, Engineering, and Medicine in Higher Education: Branches from the Same Tree

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Higher Education and Workforce,Committee on Integrating Higher Education in the Arts, Humanities, Sciences, Engineering, and Medicine

      A Consensus Study Report of the National Academies of Sciences, Engineering, Medicine.

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      Cover image for Incorporating Climate Change and Climate Policy into Macroeconomic Modeling
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      Incorporating Climate Change and Climate Policy into Macroeconomic Modeling

      National Academies of Sciences, Engineering, and Medicine, Division of Behavioral and Social Sciences and Education, Policy and Global Affairs, Division on Earth and Life Studies, Board on Environmental Change and Society, Board on Science, Technology, and Economic Policy, Board on Atmospheric Sciences and Climate, Roundtable on Macroeconomics and Climate-Related Risks and Opportunities

      Macroeconomic models, essential for decision making and federal budget planning, may not appropriately consider the wide breadth of climate-related impacts that potentially have large macroeconomic significance. Challenges integrating climate factors…

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      Cover image for Meeting Regional STEMM Workforce Needs in the Wake of COVID-19: Proceedings of a Virtual Workshop Series
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      Meeting Regional STEMM Workforce Needs in the Wake of COVID-19: Proceedings of a Virtual Workshop Series

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Higher Education and Workforce

      The COVID-19 pandemic is transforming the global economy and significantly shifting workforce demand, requiring quick, adaptive responses. The pandemic has revealed the vulnerabilities of many organizations and regional economies, and…

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      Cover image for Research on the Dynamics of Climate and the Macroeconomy
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      Research on the Dynamics of Climate and the Macroeconomy

      National Academies of Sciences, Engineering, and Medicine, Division of Behavioral and Social Sciences and Education, Board on Environmental Change and Society, Policy and Global Affairs Division, Board on Science, Technology, and Economic Policy, Division on Life and Earth Studies, Board on Atmospheric Sciences and Climate, Roundtable of Macroeconomics and Climate-Related Risks and Opportunities

      Understanding the intricate relationship between climate dynamics and the macroeconomy is crucial for informed policy and long-term planning. However, there is a gap between climate modeling and the understanding of…

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      Cover image for Open Science by Design: Realizing a Vision for 21st Century Research
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      Open Science by Design: Realizing a Vision for 21st Century Research

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Research Data and Information,Committee on Toward an Open Science Enterprise

      Openness and sharing of information are fundamental to the progress of science and to the effective functioning of the research enterprise. The advent of scientific journals in the 17th century…

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      Facial Recognition Technology

      National Academies of Sciences, Engineering, and Medicine, Division of Behavioral and Social Sciences and Education, Policy and Global Affairs, Division on Engineering and Physical Sciences, Committee on Law and Justice, Committee on Science, Technology, and Law, Computer Science and Telecommunications Board, Committee on Facial Recognition: Current Capabilities, Future Prospects, and Governance

      Facial recognition technology is increasingly used for identity verification and identification, from aiding law enforcement investigations to identifying potential security threats at large venues. However, advances in this technology have…

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      Cover image for The Next Generation of Biomedical and Behavioral Sciences Researchers: Breaking Through
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      The Next Generation of Biomedical and Behavioral Sciences Researchers: Breaking Through

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Higher Education and Workforce,Committee on the Next Generation Initiative

      Since the end of the Second World War, the United States has developed the world’s preeminent system for biomedical research, one that has given rise to revolutionary medical advances as…

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      Cover image for Predictive Theoretical and Computational Approaches for Additive Manufacturing: Proceedings of a Workshop
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      Predictive Theoretical and Computational Approaches for Additive Manufacturing: Proceedings of a Workshop

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on International Scientific Organizations,U.S. National Committee on Theoretical and Applied Mechanics

      Description based on online resource (NAP website, viewed Dec. 13, 2016).

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      Cover image for Quality in the Undergraduate Experience: What Is It? How Is It Measured? Who Decides? Summary of a Workshop
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      Quality in the Undergraduate Experience: What Is It? How Is It Measured? Who Decides? Summary of a Workshop

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Higher Education and Workforce

      Students, parents, and government agencies need as much information as possible about the outcomes of the higher education experience and the extent to which they can expect a fair return…

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      Cover image for Supporting Mathematics Teachers in the United States and Finland: Proceedings of a Workshop
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      Supporting Mathematics Teachers in the United States and Finland: Proceedings of a Workshop

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on International Scientific Organizations,U.S. National Commission on Mathematics Instruction

      For the past 17 years, the U.S. National Commission on Mathematics Instruction (USNC/MI) has held workshops with mathematics educators from countries that typically perform well on international assessments and have…

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      Cover image for Developing Norms for the Provision of Biological Laboratories in Low-Resource Contexts: Proceedings of a Workshop
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      Developing Norms for the Provision of Biological Laboratories in Low-Resource Contexts: Proceedings of a Workshop

      National Academies of Sciences, Engineering, and Medicine,Division on Earth and Life Studies,Board on Life Sciences,Policy and Global Affairs

      On June 27-28, 2018, the U.S. National Academies of Sciences, Engineering, and Medicine (the National Academies) convened an international workshop in Amsterdam, the Netherlands, on developing norms for the provision…

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      Cover image for Advancing Commercialization of Digital Products from Federal Laboratories
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      Advancing Commercialization of Digital Products from Federal Laboratories

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Science, Technology, and Economic Policy,Committee on Advancing Commercialization from the Federal Laboratories

      Federal laboratories play a unique role in the U.S. economy. Research and development conducted at these labs has contributed to the advancement or improvement of such key general-purpose technologies as…

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      Cover image for Developing a National STEM Workforce Strategy: A Workshop Summary
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      Developing a National STEM Workforce Strategy: A Workshop Summary

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Higher Education and Workforce,Planning Committee for the National Summit on Developing a STEM Workforce Strategy

      National Summit on Developing a STEM Workforce Strategy, a National Academies of Sciences, Engineering, and Medicine workshop funded by the National Science Foundation, September 21-22, 2015, Room 100, Keck Center…

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      Cover image for Assessment of the SBIR and STTR Programs at the National Institutes of Health
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      Assessment of the SBIR and STTR Programs at the National Institutes of Health

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Science, Technology, and Economic Policy,Committee on the Assessment of the SBIR and STTR Programs at NIH

      The National Institutes of Health (NIH) asked the National Academies of Sciences, Engineering, and Medicine to conduct a quadrennial review of its Small Business Innovation Research (SBIR) and Small Business…

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      Cover image for Graduate STEM Education for the 21st Century
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      Graduate STEM Education for the 21st Century

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Higher Education and Workforce,Committee on Revitalizing Graduate STEM Education for the 21st Century

      The U.S. system of graduate education in science, technology, engineering, and mathematics (STEM) has served the nation and its science and engineering enterprise extremely well. Over the course of their…

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      The Science of Effective Mentorship in STEMM

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Board on Higher Education and Workforce, Committee on Effective Mentoring in STEMM

      Mentorship is a catalyst capable of unleashing one's potential for discovery, curiosity, and participation in STEMM and subsequently improving the training environment in which that STEMM potential is fostered. Mentoring…

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      Cover image for Mathematics Curriculum, Teacher Professionalism, and Supporting Policies in Korea and the United States: Summary of a Workshop
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      Mathematics Curriculum, Teacher Professionalism, and Supporting Policies in Korea and the United States: Summary of a Workshop

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on International Scientific Organizations,U.S. National Commission on Mathematics Instruction

      On July 15-17, 2012 the United States National Commission on Mathematics Instruction and Seoul National University held a joint Korea-U.S. workshop on Mathematics Teaching and Curriculum. The workshop was organized…

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      Cover image for Securing Advanced Manufacturing in the United States: The Role of Manufacturing USA: Proceedings of a Workshop
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      Securing Advanced Manufacturing in the United States: The Role of Manufacturing USA: Proceedings of a Workshop

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Science, Technology, and Economic Policy,Innovation Policy Forum

      The Manufacturing USA initiative seeks to reinforce U.S.-based advanced manufacturing through partnerships among industry, academia, and government. Started in 2012 and established with bipartisan support by the Revitalize American Manufacturing…

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      Cover image for Strengthening Sustainability Programs and Curricula at the Undergraduate and Graduate Levels
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      Strengthening Sustainability Programs and Curricula at the Undergraduate and Graduate Levels

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Higher Education and Workforce,Science and Technology for Sustainability Program,Committee on Strengthening Sustainability Programs and Curricula at the Undergraduate and Graduate Levels

      Over the past decade there has been a growing interest in sustainability education in colleges and universities across the United States, with a marked increase in the number of undergraduate…

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      Cover image for Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments
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      Assessing and Responding to the Growth of Computer Science Undergraduate Enrollments

      National Academies of Sciences, Engineering, and Medicine,Division on Engineering and Physical Sciences,Computer Science and Telecommunications Board,Policy and Global Affairs,Board on Higher Education and Workforce

      The field of computer science (CS) is currently experiencing a surge in undergraduate degree production and course enrollments, which is straining program resources at many institutions and causing concern among…

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      Cover image for Revisiting the Manufacturing USA Institutes: Proceedings of a Workshop
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      Revisiting the Manufacturing USA Institutes: Proceedings of a Workshop

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Science, Technology, and Economic Policy,Innovation Policy Forum

      The Manufacturing USA initiative seeks to reinforce U.S.-based advanced manufacturing through partnerships among industry, academia, and government. Started in 2012 and established with bipartisan support by the Revitalize American Manufacturing…

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      Cover image for Developing a Toolkit for Fostering Open Science Practices: Proceedings of a Workshop
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      Developing a Toolkit for Fostering Open Science Practices: Proceedings of a Workshop

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Research Data and Information,Committee on Developing a Toolkit for Fostering Open Science Practices: A Workshop

      The National Academies Roundtable on Aligning Incentives for Open Science, established in 2019, has taken on an important role in addressing issues with open science. The roundtable convenes critical stakeholders…

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      Cover image for Promising Practices for Strengthening the Regional STEM Workforce Development Ecosystem
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      Promising Practices for Strengthening the Regional STEM Workforce Development Ecosystem

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Higher Education and Workforce,Committee on Improving Higher Education's Responsiveness to STEM Workforce Needs: Identifying Analytical Tools and Regional Best Practices

      This report summarizes an 18-month study by the Committee on Improving Higher Education’s Responsiveness to STEM Workforce Needs: Identifying Analytical Tools and Regional Best Practices, organized under the auspices of…

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      Improving the Intelligence Community’s Leveraging of the Full Science and Technology Ecosystem

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Division on Engineering and Physical Sciences, Committee on Science, Engineering, Medicine, and Public Policy, Intelligence Community Studies Board, Committee on Leveraging the Future Research and Development Ecosystem for the Intelligence Community

      The agencies within the U.S. Intelligence Community (IC) depend on advanced technology to achieve their goals. While AI, cloud computing, advanced sensors, and big data analytics will fundamentally change both…

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      Cover image for Exploring a Dynamic Soil Information System: Proceedings of a Workshop
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      Exploring a Dynamic Soil Information System: Proceedings of a Workshop

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Division on Earth and Life Studies,Board on International Scientific Organizations,Board on Earth Sciences and Resources

      As a living substrate, soil is critical to the function of Earth’s geophysical and chemical properties. Soil also plays a major role in several human activities, including farming, forestry, and…

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      Cover image for Enhancing Coordination and Collaboration Across the Land-Grant System
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      Enhancing Coordination and Collaboration Across the Land-Grant System

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Division on Earth and Life Studies, Board on Higher Education and Workforce, Board on Agriculture and Natural Resources, Committee on Enhancing Coordination Between Land-Grant Universities and Colleges

      Land-grant colleges and universities play a crucial role in addressing the complex challenges facing the U.S. agricultural system and global food security. Multidisciplinary collaboration involving a diversity of land-grant institutions…

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      Cover image for Immigration Policy and the Search for Skilled Workers: Summary of a Workshop
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      Immigration Policy and the Search for Skilled Workers: Summary of a Workshop

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Science, Technology, and Economic Policy,Committee on High-Skilled Immigration Policy and the Global Competition for Talent

      The market for high-skilled workers is becoming increasingly global, as are the markets for knowledge and ideas. While high-skilled immigrants in the United States represent a much smaller proportion of…

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      Cover image for Securing the Vote: Protecting American Democracy
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      Securing the Vote: Protecting American Democracy

      National Academies of Sciences, Engineering, and Medicine,Division on Engineering and Physical Sciences,Computer Science and Telecommunications Board,Policy and Global Affairs,Committee on Science, Technology, and Law

      During the 2016 presidential election, America’s election infrastructure was targeted by actors sponsored by the Russian government. Securing the Vote: Protecting American Democracy examines the challenges arising out of the…

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      Cover image for Building America's Skilled Technical Workforce
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      Building America’s Skilled Technical Workforce

      National Academies of Sciences, Engineering, and Medicine,National Academy of Engineering,Division of Behavioral and Social Sciences and Education,Policy and Global Affairs,Board on Science Education

      A report of the National Academies of Sciences, Engineering, Medicine.

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      Cover image for Observations on the President's Fiscal Year 2002 Federal Science and Technology Budget
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      Observations on the President’s Fiscal Year 2002 Federal Science and Technology Budget

      Committee on the Federal Science and Technology Budget,Committee on Science, Engineering and Public Policy,Board on Science, Technology, and Economic Policy,National Academy of Sciences,Policy and Global Affairs

      Fourth in a series of annual reports, this study provides observations on the AdministrationaEURO ™s FY 2002 budget proposal for federal science and technology (FS&T) programs. The report comments first…

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      Cover image for Review of the SBIR and STTR Programs at the National Science Foundation
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      Review of the SBIR and STTR Programs at the National Science Foundation

      National Academies of Sciences, Engineering, and Medicine, Policy and Global Affairs, Board on Science, Technology, and Economic Policy, Committee on the Review of the Small Business Innovation Research and Small Business Technology Transfer Programs at the National Science Foundation

      The National Science Foundation (NSF) asked the National Academies of Sciences, Engineering, and Medicine to conduct a quadrennial review of the NSF Small Business Innovation Research (SBIR) and Small Business…

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      Cover image for Review of the SBIR and STTR Programs at the Department of Energy
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      Review of the SBIR and STTR Programs at the Department of Energy

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Science, Technology, and Economic Policy,Committee on the Review of the Small Business Innovation Research and Small Business Technology Transfer Programs at the Department of Energy

      Since its founding in 1982, the Small Business Innovation Research (SBIR) program has become the largest and most comprehensive public research and development funding program of small business research in…

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      Cover image for Permanent Supportive Housing: Evaluating the Evidence for Improving Health Outcomes Among People Experiencing Chronic Homelessness
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      Permanent Supportive Housing: Evaluating the Evidence for Improving Health Outcomes Among People Experiencing Chronic Homelessness

      National Academies of Sciences, Engineering, and Medicine,Health and Medicine Division,Board on Population Health and Public Health Practice,Policy and Global Affairs,Science and Technology for Sustainability Program

      Chronic homelessness is a highly complex social problem of national importance. The problem has elicited a variety of societal and public policy responses over the years, concomitant with fluctuations in…

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      Cover image for Framing the Challenge of Urban Flooding in the United States
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      Framing the Challenge of Urban Flooding in the United States

      National Academies of Sciences, Engineering, and Medicine,Division on Earth and Life Studies,Water Science and Technology Board,Policy and Global Affairs,Program on Risk, Resilience, and Extreme Events

      Flooding is the natural hazard with the greatest economic and social impact in the United States, and these impacts are becoming more severe over time. Catastrophic flooding from recent hurricanes…

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      Cover image for Barriers and Opportunities for 2-Year and 4-Year STEM Degrees: Systemic Change to Support Students' Diverse Pathways
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      Barriers and Opportunities for 2-Year and 4-Year STEM Degrees: Systemic Change to Support Students’ Diverse Pathways

      National Academies of Sciences, Engineering, and Medicine,National Academy of Engineering,Policy and Global Affairs,Board on Higher Education and Workforce,Division of Behavioral and Social Sciences and Education

      Board on Science Education, Division of Behavioral and Social Sciences and Education; Board on Higher Education and the Workforce, Division of Policy and Global Affairs; National Academy of Engineering; National…

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      Cover image for Safeguarding the Bioeconomy
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      Safeguarding the Bioeconomy

      National Academies of Sciences, Engineering, and Medicine,Division on Engineering and Physical Sciences,Health and Medicine Division,Policy and Global Affairs,Division on Earth and Life Studies

      Research and innovation in the life sciences is driving rapid growth in agriculture, biomedical science, information science and computing, energy, and other sectors of the U.S. economy. This economic activity…

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      Cover image for Mental Health, Substance Use, and Wellbeing in Higher Education: Supporting the Whole Student
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      Mental Health, Substance Use, and Wellbeing in Higher Education: Supporting the Whole Student

      National Academies of Sciences, Engineering, and Medicine,Health and Medicine Division,Policy and Global Affairs,Board on Health Sciences Policy,Board on Higher Education and Workforce

      Student wellbeing is foundational to academic success. One recent survey of postsecondary educators found that nearly 80 percent believed emotional wellbeing is a very or extremely important factor in student…

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      Cover image for Optimizing the Nation's Investment in Academic Research: A New Regulatory Framework for the 21st Century
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      Optimizing the Nation’s Investment in Academic Research: A New Regulatory Framework for the 21st Century

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Higher Education and Workforce,Committee on Science, Technology, and Law,Committee on Federal Research Regulations and Reporting Requirements: A New Framework for Research Universities in the 21st Century

      This final report contains the full contents of Optimizing the Nation’s Investment in Academic Research: A New Regulatory Framework for the 21st Century: Part 1, which was initially released as…

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      Cover image for Defense Research Capacity at Historically Black Colleges and Universities and Other Minority Institutions: Transitioning from Good Intentions to Measurable Outcomes
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      Defense Research Capacity at Historically Black Colleges and Universities and Other Minority Institutions: Transitioning from Good Intentions to Measurable Outcomes

      National Academies of Sciences, Engineering, and Medicine,Policy and Global Affairs,Board on Higher Education and Workforce,Committee on Defense Research at Historically Black Colleges and Universities and Other Minority Institutions

      Historically Black Colleges and Universities (HBCUs) and other minority institutions (MIs) represent a valuable resource to expand the Department of Defense’s (DoD) government and extramural workforce and science and technology…

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