Early-Career Research

1. Employers value work experience—even outside a student’s field

Evidence: Original qualitative employer research

Title: Employer Insights on Skills, Nondegree Credentials, Internships, and New Hires

Authors: Daniel Kuehn, Jincy Wilson, Kimberly Salazar, and John Marotta

Publisher/date: Urban Institute, October 22, 2026

Central finding: Interviews with 14 employers found that the most important gaps among new graduates involved professionalism and communication. Employers valued internships and previous employment even when the experience was outside the candidate’s intended occupation or academic discipline.

Why it matters for coaching: Students should not dismiss retail, service, campus, seasonal, or unrelated work. They should explain what the experience proves: reliability, customer communication, problem-solving, teamwork, or initiative.

Worth reading: “What We Found,” especially the sections addressing workplace readiness, work experience, nondegree credentials, and direct employer connections.

Limitation: This was a small qualitative study focused on employers of University of California graduates. It identifies employer perspectives, not population-wide hiring effects.

Read the Urban Institute report

2. Young graduates retain an employment advantage—but progress is uneven

Evidence: Official labor-market analysis using Canada’s Labour Force Survey

Title: How Are Young Canadian University Graduates Faring in the Recent Labour Market?

Authors: Darcy Hango, Sylvie Brunet, and André Bernard

Publisher/date: Statistics Canada, October 28, 2026

Central finding: In 2025, 69% of degree holders ages 25–34 were working in permanent, full-time positions—above the 2017–2019 average of 65%. Their average hourly wage was $39.18, but recent inflation-adjusted wage growth was modest. Fourteen percent of women and 15% of men were working in jobs that normally required no postsecondary education.

Why it matters for coaching: A degree still provides an advantage, but employment status is not the only measure of success. Students should also consider whether a position develops useful skills, provides benefits, offers advancement, and makes use of their education.

Worth reading: Chart 1 on permanent full-time employment, Chart 2 on real wages, and Chart 6 on pensions, collective bargaining, and overqualification.

Limitation: The study covers Canada, not the United States, and examines people ages 25–34 rather than only recent graduates. It describes labor-market outcomes but does not explain their causes.

Read the Statistics Canada study

3. Internship confidence produces results when it becomes engagement

Evidence: Peer-reviewed, three-wave observational study

Title: The Pathway to Internship Success: How Academic Self-Concept and Engagement Shape Outcomes in Higher Education

Author: Yongrui Cui

Journal/date: Frontiers in Psychology, October 2, 2026

Central finding: Among 522 undergraduates, behavioral, cognitive, and emotional engagement statistically explained about half of the relationship between students’ academic confidence and their reported internship outcomes.

Why it matters for coaching: Confidence alone is not enough. Students need behaviors that turn confidence into results: setting learning goals, requesting feedback, volunteering for assignments, tracking accomplishments, and reflecting on mistakes.

Worth reading: The abstract, the mediation model in Figure 4, the robustness checks in Figure 5, and the practical implications in the discussion.

Limitation: Participants attended Chinese universities, outcomes were self-reported, and the study cannot prove that increased engagement caused better internship results.

Read the internship-engagement study

Early-Career Research Brief — October 23, 2026

This week’s strongest message: broad unemployment statistics can conceal serious problems in particular majors. Students need both career-readiness skills and early evidence that they can apply those skills in real settings.

1. AI exposure is associated with weaker outcomes in certain majors

Evidence: U.S. Census Bureau working paper using administrative education and employment records
Title: Graduating Into Disruption: Labor Market Outcomes for AI-Exposed College Majors
Authors: Cody Orr, Lee C. Tucker and Lawrence Warren
Published: September 2026; newly surfaced
Source: Read the Census Bureau working paper

• Central finding: Graduates from the most AI-exposed 10% of majors experienced an estimated five-percentage-point decline in initial employment and a 13% decline in full-quarter initial earnings following ChatGPT’s introduction. Some graduates also shifted into lower-paying sectors such as retail and restaurants. The effects diminished with time but remained substantial for the most exposed majors. census.gov

• Why it matters for coaching: Students should not abandon a major solely because it is AI-exposed. They should add domain knowledge, client-facing experience, judgment, communication and verified work samples that show what they can accomplish with—not merely through—AI.

• Worth reading: The abstract, employment and earnings results, industry-shift analysis and findings by time since graduation.

• Important limitation: This is a working paper, not peer-reviewed research. Differences occurring after ChatGPT do not prove that AI alone caused every outcome.

Meaningful update: Last week’s NBER study found no broad national unemployment spike among recent graduates. This Census analysis does not necessarily contradict it: the NBER study examines average unemployment, while this study detects concentrated employment and earnings losses among highly AI-exposed majors.

2. College students report growth in skills—but remain weak in career navigation

Evidence: First national NACE career-readiness benchmarks
Title: The State of Career Readiness: The First National Benchmarks Study of America’s College Students
Author: Joshua Kahn, National Association of Colleges and Employers
Published: October 12; findings highlighted October 21, 2026
Source: Read the NACE benchmark study

• Central finding: Ratings across seven career-readiness competencies were higher among fourth- and fifth-year students than first-year students. However, both groups generally placed themselves between understanding a skill and applying it. Career and self-development—including networking and finding growth opportunities—was the weakest area. naceweb.org

• Additional gaps: Students reported weaknesses in nonverbal communication, persuasion, applied critical thinking, relationship-building, and ethical technology use.

• Why it matters for coaching: “Knowing about” communication or professionalism is not the same as demonstrating it. Convert each competency into an activity and a receipt: conduct an informational interview, lead a project, resolve a team problem, or document a decision.

• Worth reading: “Career and Self-Development,” “Critical Thinking,” “Professionalism,” “Technology” and Figures 1–7.

• Important limitation: The study compares different student groups rather than following the same students over time. Ratings are self-reported, effect sizes were small, and the 57 participating institutions were weighted toward large research universities.

3. Work experience is strongly associated with faster entry into employment

Evidence: National survey of recent and upcoming U.S. graduates
Title: ZipRecruiter’s Graduate Survey 2026
Author: Nicole Bachaud, ZipRecruiter Economic Research
Published: April 16, 2026; not previously included
Source: Read the Graduate Survey

• Central finding: Among respondents, 81.6% of graduates with college-era work experience were employed, compared with 40.7% of those without it. Those with experience were also more likely to start searching before graduation and receive an offer before they finished their degree. ZipRecruiter Economic Research

• Internship finding: Internship participants were more likely to secure an offer before graduation. More than half described their current role as a strategic stepping stone rather than their final destination.

• Why it matters for coaching: Do not define valuable experience too narrowly. Paid employment, internships, apprenticeships, research, leadership, and completed client or community projects can all produce skills, contacts, and credible receipts.

• Worth reading: “Working During College,” “Internships and Apprenticeships,” and the barriers listed under “Only 26% of Grads Are in Their Dream Career Path.”

• Important limitation: This is observational, self-reported survey evidence. Students who gain experience may differ from those who don't in motivation, resources, and access. The results do not prove that work experience alone doubled employment chances.

What’s Important Now? Have each student select one weak career-readiness area and complete one visible action within seven days—for example, schedule an informational interview, create a work sample, or turn a class project into a STAR résumé entry.

These briefings was prepared with AI-assisted research and reviewed, verified, and edited by Aspire Anywhere, LLC. Original research is credited and linked to its authors and publishers.