It’s All Linked to Education

Empowering educators and students

QEM Network serves as a national resource and catalyst to unite and strengthen educational opportunities for all citizens in science, technology, engineering, and mathematics (STEM) fields by advancing quality education, domestic talent, and leadership.

National Enterprise Scale Readiness Map | QEM Network

Welcome to the forefront of assessing National Scale Enterprise Readiness! Our unique methodology, developed through extensive research and analysis, offers an unparalleled approach to understanding and enhancing the readiness of institutions on a national scale.

Funded Awards

Funded Awards - QEM workshop alumni

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Dollars funded between 2000-2025 to U.S. based colleges and universities trained at a QEM workshop.

About the QEM Network

QEM Network works with individuals, organizations, and institutions across the country to coordinate and energize efforts to improve the education of domestic talent in science, technology, engineering, and mathematics (STEM) fields. We are dedicated to advancing domestic talent participation in STEM disciplines throughout the nation through capacity building, student professional development, faculty development and research.

Current Programs

 

(HEROES) Program

The “Hiring Experienced Researchers to Optimize Ecosystems in STEM” (HEROES) program brings together researchers ...

A Pilot on Enhancing EPSCoR State Proposal Success Rate & Mastering Negotiation Skills (TEC-HEROES)

This two-year initiative is designed to strengthen American innovation, entrepreneurship, and technological ...

EAGER: Intensive Technical Assistance in the Innovation Ecosystem and Regional Engine consortium for HBCUs

This project is designed to provide intensive technical assistance in the innovation ecosystem and Regional Engine ...

S-STEM-Hub: Investigating the Capacity of HBCUs to Develop, Accommodate, and Graduate Low-Income STEM Students funded by National Science Foundation

This S-STEM Research Hub is coordinated by the QEM Network in partnership with the American Institutes for ...
Upcoming QEM Events icon

Upcoming QEM Events

27 Aug

HEROES: Mixed Methods Research Design and Analysis, Part 2

Thursday
Mixed Methods Research Design and Analysis, Part II builds on the foundational concepts introduced in Part I (July 23) by again reviewing mixed methods research and the rationale for using multiple approaches. It also guides participants through a real-world example of the convergent parallel design. This section also covers data collection and analysis, along with important considerations and potential challenges of these designs. This webinar is part of the series: Capacity Building for Applied STEM Education and Behavioral Sciences Research. Presenter(s): Toni Dancstep, Toya Frank, Naomi Hall-Byers, Tori Smith. Register
10 Sep

HEROES: Data to Discovery: Strengthening STEM Education and Research through Data Science

Thursday
Data are transforming nearly every aspect of higher education, scientific discovery, healthcare, and workforce development. Yet many educators, researchers, and institutional leaders have had little formal preparation in applying data science to their teaching, scholarship, program evaluation, or strategic decision-making. Data to Impact is a four-part professional development series designed to build practical data science capacity among faculty, researchers, administrators, and education leaders. Rather than focusing solely on programming or advanced analytics, the series demonstrates how data science can become a powerful tool for solving real-world problems, strengthening research, improving student outcomes, informing institutional decisions, and increasing competitiveness for grants and partnerships. Through interactive webinars, participants will progress from foundational concepts to real-world applications in STEM, education, research administration, and institutional leadership. By the end of the series, participants will leave with practical tools, new perspectives and an action plan for applying data science within their own disciplines and organizations. Presenter(s): Amaka Nwankwo Register
16 Sep

NEAT: Human-in-the-Loop AI Workflows for Sponsored Programs Data Cleanup and Research Administration Capacity

Wednesday
This workshop will introduce the No-code Entry Alignment Toolkit (NEAT) as a human-in-the-loop AI workflow for sponsored programs data cleanup, research administration capacity building, and institutional collaboration. The session will focus on a practical problem many institutions face: inconsistent free-text entries, repeated spreadsheet cleanup, reporting burden, and loss of staff time that could otherwise be devoted to faculty, proposal development, compliance, and strategic research growth. Rather than presenting NEAT as a product pitch, the workshop will frame it as a reusable method that Emerging Research Institutions can adapt to their own administrative workflows. Participants will learn how to start with one low-risk field, define a controlled vocabulary, use AI to suggest categories with confidence and a clear rationale, preserve human approval as the final decision, and build a mapping dictionary that serves as institutional memory over time. The workshop will also invite participating institutions to identify their own use cases, such as sponsor-name cleanup, grant portfolio labeling, proposal tracking, research-domain classification, or reporting preparation. The goal is to use the session as a starting point for collaboration, beta testing, and cross-institutional learning around responsible AI-supported research administration workflows. Register
17 Sep

HEROES: K–12 STEM Ecosystems: Opportunities and Challenges Across Urban, Suburban, and Rural Communities

Thursday
This webinar examines the similarities, differences, assets, and challenges that characterize K–12 STEM teaching and learning ecosystems across urban, suburban, and rural settings. Moving beyond deficit-based comparisons, the session will explore how place-based resources, community knowledge, institutional partnerships, informal and non-formal learning opportunities, and local STEM industries can be leveraged to strengthen STEM education. Particular attention will be given to how differences in access and opportunity shape STEM identity, participation, and achievement, and how educators and community partners can build more connected and equitable learning ecosystems. Participants will be challenged to reconsider STEM equity not as providing identical experiences in every community, but as ensuring that all learners have meaningful opportunities to engage, succeed, and envision themselves within STEM. Presenter(s): Joseph Isaac Register
29 Sep

HEROES: Outcomes and Evaluation in Research Proposals and Projects

Tuesday
Outcomes and Evaluation in Research Proposals and Projects provides information on common types of outcomes in research, effective approaches to evaluation of outcomes, and distinguishing differences between research and evaluation. This webinar will assist researchers in developing rigorous, evidence-based plans for assessing clear, specific, measurable outcomes to determine the extent to which project goals are achieved. This webinar is part of the series: Capacity Building for Applied STEM Education and Behavioral Sciences Research. Presenter(s): Toni Dancstep, Toya Frank, Naomi Hall-Byers, and Tori Smith Register
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QEM News

QEM Network Announces TEC-HEROES Initiative

FOR IMMEDIATE RELEASE August 24, 2026 QEM Network Announces TEC-HEROES Initiative to Strengthen NSF SBIR/STTR Participation in EPSCoR States Two-year initiative will provide entrepreneurial training, proposal development support, negotiation capacity building, and...

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Student and Faculty Spotlight

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