Data-driven Impact in STEM

Our STEM by the Numbers report series offer statewide and region-by-region analyses of the need for STEM talent and opportunities for student success through STEM.

Data-driven Impact in STEM

Our STEM by the Numbers report series offer statewide and region-by-region analyses of the need for STEM talent and opportunities for student success through STEM.

Data, Measurement, and Learning

What gets measured gets done. Washington STEM provides data on student indicators and labor market projections that can tell us whether we, along with our partners, are closing opportunity gaps across the state.

Jump to the STEM by the Numbers reports
Jump to How We Measure Impact

Washington STEM Data Dashboards 

Washington STEM is leading the way in creating open-source, actionable data dashboards that provide insights into our state’s STEM economy. With this data in hand, we can help create a clear through-line from the classroom to a career for Washington students. From career and credential availability, finding the most in-demand family-wage jobs at the regional level, or understanding how COVID-19 is impacting employment in our state, Washington STEM’s suite of tools will provide the data needed to bring clarity to the complex.

Myths, Misinformation, and Upward Movement: Why Higher Education Matters

A Washington STEM White Paper

In recent years, there has been a growing sentiment among Washington leaders and educators that “not all students need to go to college” – implying, perhaps, that (some or most) students do not need a post-secondary credential – especially a bachelor’s degree – to be successful in Washington’s growing economy. Washington STEM aims to set the record straight: we need to support more students to be prepared for and to complete all types of postsecondary pathways – apprenticeships, certificates, associate’s degrees, and bachelor’s degrees.

Read the executive summary and full white paper.

STEM by the Numbers: Regional Reports

Our annual STEM by the Numbers reports let us know if the system is supporting more students, especially students of color, students living in poverty and/or rural backgrounds, and young women, to be on track to attain high-demand credentials. Our Labor Market and Credential Data Dashboard indicate region-by-region, which jobs are in-demand, offer a family-sustaining wage, and what credentials are needed to obtain those jobs.

You can read the 2019 STEM by the Numbers Executive Summary here.

For sources and citations on this data and information, please refer to our STEM by the Numbers sources.

As of June 2019, we have made updates to all regional reports with the most current data available to provide the most accurate reflection of how our education systems are serving Washington students.

For a more detailed view of our regional analysis in Washington, explore the following reports:

For a more comprehensive analysis, please refer to the STEM by the Numbers technical document which contains the sources, methods, and additional analysis that Washington STEM used to develop the STEM by the Numbers regional reports. This document is much larger in size and may take longer to display.

How We’re Measuring Impact

Together with our partners, we advocate for and develop regionalized, cross-sector, and longitudinal data on 30 indicators to tell us which Washington students are able to earn credentials and access family-sustaining jobs. We currently highlight just four student outcome indicators, and in future publications, we will report on systems indicators, like high school course offerings and availability of STEM professional learning and supports.