The Lumina Foundation and Gallup surveyed 3,801 college students in October 2025. Nearly half — 47% — said they had seriously considered changing their major because of AI's potential effect on the job market. Sixteen percent had already switched. The anxiety is real and widespread. Whether it should actually drive a major change is a harder question.

Something has shifted in how college students think about what they're studying, and artificial intelligence is driving it.

The 2026 State of Higher Education Study from the Lumina Foundation and Gallup surveyed 3,801 college students — 1,433 pursuing associate degrees and 2,368 pursuing bachelor's degrees — about their relationship with AI. The results show both how deeply AI has moved into day-to-day academic life and how it's shaping bigger decisions: what to major in and what career to plan for.1

How Many Students Have Actually Changed Their Major

Forty-seven percent of respondents said they had thought "a great deal" or "a fair amount" about changing their major or field of study because of AI's effect on the job market. That breaks down to 14% who said they had thought about it "a great deal" and 33% who said "a fair amount."1

Sixteen percent said they had already changed their major because of AI. The switch rate was notably higher among men (21%) than women (12%). Among students, thinking about a change was also more common among men overall: 60% versus 38% of women.1

Associate degree students were more likely than bachelor's degree students to have already switched: 19% versus 13%. This likely reflects the career-focused nature of many associate programs, where the link between a specific credential and a specific job is more direct — and where AI disruption in targeted fields feels more immediate.

Which Fields Feel the Most Pressure

Students in technology programs (70%) and vocational programs (71%) were most likely to be thinking about a major change. This might seem counterintuitive — these are the fields with the most AI exposure. But it also reflects a realistic read of the market: students in tech and trade programs often know more concretely which tasks AI is already automating.

Business (54%), humanities (54%), and engineering (52%) students were also reconsidering, though at lower rates.

How Students Are Actually Using AI Right Now

Separate from the career anxiety, the same survey captured the scale of AI use in daily academic life. More than half of students — 57% — use AI in their coursework at least once a week. One in five use it daily.1

The most common uses, by frequency of weekly or daily use:

  • 64% use AI to get help with coursework they don't understand
  • 60% use it to check answers on homework or assignments
  • 54% use it to edit or improve their writing
  • 54% use it to summarize lectures or notes
  • 49% use it to generate new ideas, such as paper topics

Male students report higher daily AI use than female students: 27% versus 17%.

Meanwhile, most colleges haven't adapted their policies to match what students are actually doing. Forty-two percent of students say their school discourages AI use outside limited circumstances. Eleven percent say it is prohibited outright. Only 7% say their institution actively encourages it.

Should You Actually Change Your Major Because of AI?

CNBC reported in April 2026 that AI-driven enrollment anxiety is already reshaping some program choices, particularly in fields perceived as most vulnerable: certain writing tracks, paralegal programs, and data-entry-adjacent credentials.2

But a major change driven by fear of automation tends to produce worse outcomes than one driven by genuine interest and honest market research. Before switching, look at what the data shows about which majors have the best long-term ROI and which college degrees lead to the highest-paying careers.

The more useful question is not "is my major AI-proof?" but "what skills within my field make me harder to replace?" The students who thrive in an AI-influenced job market tend to be those who use AI tools fluently — which 57% of their classmates are already doing — while building domain expertise and judgment that AI cannot replicate. A major switch doesn't automatically produce those qualities.

The guide to choosing a college major covers how to evaluate options systematically rather than reactively. If you're worried specifically about job security by field, the data there is more reassuring than the headlines suggest for most majors.

For a sharper look at where the job market is already demanding AI skills from new graduates, see the analysis of the AI skills gap for the Class of 2026.

The survey finding that 16% of students have already changed their major is significant. It's not a fringe reaction. But the students most likely to make that change well are the ones doing it with real data, not just with anxiety — looking at actual labor market outcomes by field rather than reacting to AI headlines.

Footnotes

  1. Gallup. (2026). College Students Weigh AI's Impact on Majors and Careers. Lumina Foundation–Gallup 2026 State of Higher Education. https://news.gallup.com/poll/704087/college-students-weigh-impact-majors-careers.aspx ↩ ↩2 ↩3 ↩4

  2. CNBC. (2026, April 9). 47% of college students have seriously considered changing majors due to AI: Survey. https://www.cnbc.com/2026/04/09/47percent-of-college-students-have-seriously-considered-changing-majors-due-to-ai-survey.html ↩