Gen Z career expectations are getting easier to read, if leaders are willing to look. This week, the clearest signal did not come from a workplace survey. It came from business school admissions offices.

U.S. graduate business applications fell by a quarter this year. And the head of the organization that tracks them summed up the moment in one phrase: a generation that wants proof of value up front.

That phrase is not only about MBAs. It is about every job offer, every first role and every promotion path you are asking a younger employee to believe in.

Key takeaways

  • New GMAC data shows U.S. graduate business applications fell 25% in 2026, as candidates weigh cost and return more closely than ever.
  • The old promise that credentials and patience lead to a good job has weakened, and recent graduate underemployment data shows why many young people now evaluate before they commit.
  • Gen Z career expectations reflect a shift from loyalty first to value first. Organizations get scrutiny upfront, not loyalty upfront.
  • Leaders who want early-career talent to stay need to make the value exchange of a role explicit and visible in the first months, not the first five years.

What’s happening

On October 27, the Graduate Management Admission Council released its 2026 Application Trends Survey. Applications to graduate business programs fell 10% worldwide after two years of growth, and global MBA applications dropped 13%. In the U.S., applications were down 25%. GMAC notes that schools in the U.S., the U.K. and Canada often pointed to new visa policies, so this is not a single-cause story. GMAC also reports that selectivity and the academic quality of incoming students held steady. GMAC CEO Joy Jones put it this way: “Candidates are weighing cost and return more closely than ever.”

Fortune’s coverage of the GMAC data the same day adds context. According to the report, 90% of graduate business programs said economic changes, including recession fears, layoffs and job market shifts, affected their application volumes. Fortune also points to GMAC’s Corporate Recruiters Survey from this past summer, in which one-third of employers said they are replacing entry-level jobs with AI. Jones told Fortune that Gen Z wants “a return on their investment that goes beyond salary,” and that the real question is “which programs earn the trust of a generation that wants proof of value up front.”

A day earlier, Fortune reported on recent graduate underemployment. Citing the Federal Reserve Bank of New York, it noted that about 42% of recent graduates ages 22 to 27 were underemployed in June 2026, meaning they were working in jobs that typically do not require a bachelor’s degree. Recent graduates’ unemployment was 5.7%, compared with 4.1% for all workers. The article also cites a Census Bureau paper finding that graduates in the most AI-exposed fields had a 5-percentage-point lower chance of landing a first job and 13% lower earnings. One expert quoted in the piece notes that underemployment for recent graduates has historically hovered around 40%, which is worth keeping in mind. The pressure is real, but it is not entirely new.

Put those together and you get one story. Young people are doing the math on the path that was supposed to lead to good work. And they are asking for evidence before they commit.

What Gen Z career expectations reveal for leaders

In Chapter 4 of The Next Turn, “Why Does This Feel Different?”, I argue that Gen Z is the first generation to enter work after the old agreement had already weakened. The old agreement was simple. Get the credential. Show up. Put in the time. Be patient. The system would take care of you.

Many in this generation watched that agreement fail to deliver for people around them. So they ask a different question. Not “How do I fit myself into this system?” but “Does this system make sense?”

Organizations do not get loyalty upfront. They get scrutiny upfront.

The Next Turn

That is what the GMAC data shows, applied to a degree. And it is exactly what leaders are seeing in hiring conversations, first-year check-ins and resignation letters. The scrutiny that used to come late in a career, if it came at all, now comes at the door.

It is worth being careful here. Survey and admissions data describe patterns, not individuals. Plenty of young people still pursue graduate degrees, and plenty of older workers are asking the same value questions. As I write in Chapter 3, generational labels are broad reference points, not precise boxes. The point is not that Gen Z is uniquely skeptical. The point is that they are the clearest signal of a shift that touches everyone.

Gen Z is not the problem. Gen Z is the clearest signal.

The Next Turn

This is a definition-of-work shift, with a structural push

In the book I describe two turns happening at once. The definition of work is what people believe work is for, what it should provide and what it is worth. The structure of work is how work actually gets done, which AI is now reshaping.

This week’s news sits right at the collision. The definition is shifting: people want a visible return on the time, money and effort they invest. The structure is shifting too: if employers are replacing some entry-level tasks with AI, the traditional first rung, the place where people used to prove themselves slowly, gets thinner. When the path gets less certain, the demand for proof gets louder. That is not entitlement. It is a reasonable response to a less predictable system.

The value exchange has flipped

Chapter 5, “The Value Exchange,” is where this lands for most leaders.

In an older system, loyalty was often given first and tested later. In the current one, value is assessed first and loyalty is built only if the exchange proves itself over time.

The Next Turn

A business school is now being judged the way your job offer is being judged. What do I get? How soon can I see it? Is the return worth what I am giving up? Many organizations still expect early-career employees to prove commitment before the organization proves credibility. That order no longer holds by default.

This does not mean lowering standards. Reliability, quality and follow-through still matter. What has changed is the proof system. Younger employees are asking you to show your side of the exchange as clearly as you expect them to show theirs.

Your next turn

Here are a few moves to make this week, whether you lead a team of five or an entire division.

  • Write down the exchange for one entry-level role. What does this role offer in the first 90 days, the first year and the first three years? Skills, mentoring, visible progress, pay movement. If you cannot write it down in plain language, a candidate cannot see it either.
  • Check what proof you offer upfront. In your hiring process, where does a candidate see real evidence of growth? A conversation with someone who was promoted from that role? A clear development plan? Or only a promise?
  • Look at the first rung. If AI is absorbing some of the tasks your newest employees used to learn on, decide on purpose what they will learn on now. Do not let the learning path disappear by accident.
  • Separate commitment from endurance. Ask where you are still expecting new hires to “pay their dues” in ways that no longer build skill or create value.
  • Ask one younger employee a direct question. “What would make this role clearly worth it to you a year from now?” Then listen for the definition of work underneath the answer.

Frequently asked questions

Why is Gen Z questioning the value of degrees and jobs?

Recent data shows the old path is less predictable. About 42% of recent graduates were underemployed in June 2026, according to the New York Fed data reported by Fortune, and GMAC reports candidates are weighing cost and return more closely than ever. When the payoff is uncertain, people ask for evidence before committing.

How should managers respond to Gen Z career expectations?

Make the value exchange explicit. Show early-career employees what the role offers, what growth looks like and how progress is recognized. Treat retention as a design problem rather than a motivation problem, and give people visible evidence early instead of asking for loyalty first.

Does wanting proof of value mean younger workers lack commitment?

No. Wanting a clear return is not the same as refusing effort. In The Next Turn, I describe it as a shift from loyalty given first to value assessed first. Commitment still forms. It forms once the exchange proves itself.

The question underneath the data

It is easy to read a 25% drop in applications as a story about business schools. I read it as a story about trust. A generation is telling institutions, including employers, that promises are no longer enough on their own. They want to see the return.

Leaders can argue with that signal or build a response to it. The organizations that build a response will be the ones that make their side of the exchange clear, early and believable. You can find more on this idea across the Next Turn blog.

So here is the question I would leave with you: if a talented early-career candidate asked you tomorrow for proof that your role is worth their next three years, what would you show them?

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