New assessment from Silicon Valley Equity in Education Institute explores workforce, college readiness from high school

FREMONT, Calif. (November 12, 2026) — More than 40% of senior-level high school students across Alameda, Santa Clara and San Mateo counties this year ranked as economically vulnerable based on their academic activity and completion in school, together risking some $22 billion in lifetime earnings, according to an analysis from the Silicon Valley Equity in Education Institute (SVEEI).

A part of San Francisco Bay University, SVEEI announced the findings today as part of its first State of Opportunity Report — K-12 Edition. The 30-page report features the institute’s new Workforce Mobility Readiness Index, a framework that forecasts workforce readiness, lifetime earnings, economic inequality and public finances based on K-12 educational outcomes.

“When students leave high school without adequate job or college preparation, their prospects for career mobility and economic resilience suffer. Our communities and families lose out. And our potential as a region diminishes,” said Cheryl Ingram, deputy executive director at SVEEI. “By illustrating gaps in outcomes and quantifying the implications, we demonstrate the need for different investments and innovation in  education systems regionally and nationally.”

Ingram and institute Executive Director Ed Alvarez authored the opportunity report, drawing on public datasets and national estimates of earnings and public finance to develop their evaluation. They centered on the high school graduating class of 2026, which counts about 45,000 people across the three Bay Area counties in the report.

Among its key findings:

  • About 19,400 individuals, or 43% of the regional graduating class, met the threshold for the Workforce Mobility Vulnerability Population. That means they either didn’t earn a regular diploma (about 5,000 people) or graduated high school without having completed California’s A-G course requirements for eligibility in the University of California and California State University systems (about 14,400 people). 
  • Taken together, these individuals are at risk of losing $22.4 billion in lifetime economic opportunities. Most of that figure — $21.1 billion — represents potential lost earnings among those who graduated without achieving the A-G course requirements. On average, a bachelor’s degree represents about $1.6 million in additional lifetime earnings compared with a high school diploma alone.
  • The implications extend beyond individual earnings. SVEEI estimates that the educational outcomes associated with a single graduating cohort could place approximately $7.18 billion in projected public fiscal value at risk, reflecting the long-term effects of reduced tax contributions and greater demand for public resources. If similar patterns persist across 10 consecutive graduating cohorts, the cumulative regional fiscal impact could reach approximately $71.8 billion by 2036. The estimate is intended to illustrate the scale of the economic stakes tied to educational readiness, not to predict the outcome of any individual student.
  • Black and Latino students represent the largest shares of estimated postsecondary opportunity at risk, with Latino students accounting for roughly $10 billion of the three-county total. These patterns are rooted in a combination of educational barriers, wage disparities, historical inequities and challenges with occupational access and industry representation.

“Disparties in proficiency and academic achievement rates begin early in elementary school and increase over time,” Alvarez said. “If students aren’t making adequate progress in literacy, math and science to begin with, they’re definitely not prepared by the time they get into high school.”

A companion report from SVEEI, to focus on outcome disparities in higher education, is expected early in 2027. Both reports will set the stage for the institute’s inaugural Disruption Summit in April 2027, when researchers, policymakers and other leaders in education will discuss prospective solutions.

SVEEI plans to make the reports annual. Recommendations in the K-12 report include expanded college advising, stronger career and technical education, clearer paths to high-demand careers and early interventions to address literacy and other challenges.

“In order to fix systems, you’ve got to fix policy,” Ingram said. “We want people with ideas, and people who have the power to support and implement those ideas, to come to the table. Our vision is for a significant and sustained difference in education results; we want to help create models for success.”

About the Silicon Valley Equity in Education Institute 

A part of San Francisco Bay University (SFBU), the Silicon Valley Equity in Education Institute (SVEEI) advocates for the elimination of educational and economic inequities by connecting socioeconomically disadvantaged youth to opportunities in technology and innovation. SVEEI promotes an equity-centered K-16 ecosystem in Silicon Valley, beginning in Alameda, Santa Clara and San Mateo counties, where every learner can access, persist in and complete an education.

SFBU launched SVEEI in February 2026 as a nonprofit organization. Conducting research and publishing its findings in partnership with the university, SVEEI helps SFBU to model disruption, innovation, access and opportunity in education.

About San Francisco Bay University 

San Francisco Bay University (SFBU) creates accessible learning opportunities that prepare diverse undergraduates and graduate students for lifelong personal and professional success. Through high-quality, career-focused programs in psychology, business, computer science and engineering, SFBU is building an international model for higher education in service of the common good.

The SFBU campus in Fremont, Calif., captures the entrepreneurial and technology-forward spirit of Silicon Valley. By integrating cutting-edge technology, real-world learning experiences and personalized support, SFBU equips students for leadership. Its affordable tuition, range of scholarships and streamlined application process dismantle traditional barriers and welcome new generations of learners.

As part of SFBU’s holistic commitment to excellence, its Center for Empowerment and Pedagogical Innovation trains faculty in best pedagogical practices while generative artificial intelligence spans the curricula. The university is a member of the College-in-3 Exchange and developed an initial trio of three-year bachelor’s programs and MBA Pro+, introduced in 2026.

SFBU students graduate with a cultivated set of industry-aligned competencies, identified and refined in collaboration with the Silicon Valley community. The student-centric core curriculum, known as the Agility Praxis Pathway, is the foundation for the university’s redefined undergraduate teaching and learning practices. SFBU is accredited by the Western Association of Schools and Colleges (WASC) and by the WASC Senior College and University Commission.