Since BusinessWeek published the first business school ranking in 1988, rankings have become one of the defining features of the sector. For decades they shaped how schools marketed themselves, how media covered higher education, and how prospective students narrowed down their options.
Schools invested heavily in the metrics that moved the needle, and with good reason: rankings worked as a decision-making shortcut for a generation of candidates with limited access to better information. That dynamic is shifting.
Fewer full-time MBA and business master’s candidates are researching programme rankings. Among full-time MBA candidates specifically, our 2026 Prospective Students Survey found research into rankings dropped from 37% to 29% between 2023 and 2025.
At the same time, research into ROI and career outcomes climbed; both now top what candidates investigate when evaluating a program.
We’ve tracked prospective students for 15 years. This generation is the most outcome-focused we’ve seen.
What is driving this?
Partly the labour market.
Candidates are increasingly likely to take action towards pursuing graduate management education (GME) because they want to apply for jobs but found they lacked the required skills or degree to be competitive.
Nearly a quarter cite pressure from a potential economic recession as a trigger for their application plans which is against the backdrop of increased cost of living in many countries.
These are people making a calculated investment decision under real financial pressure, and they are asking hard questions about what the degree will actually do for their career and their finances.
The skills dimension is particularly revealing. Employers and candidates agree that strategic thinking and problem-solving are the top skills to develop in business school, and overf both groups also valuing communication skills.
But, compared to candidates, employers place more emphasis on human skills like initiative, coachability, and emotional intelligence.
While candidates are focused on what they can put on a CV. That gap is an opportunity for schools to demonstrate, with evidence, that their programmes develop both.
Designing the curriculum accordingly
The curriculum expectations arriving with today’s candidates reflect the same outcome-driven logic. In 2025, half say AI tools are part of their ideal GME curriculum, up from 46% in 2024, 40% in 2023, and just 17% in 2022.
Strategy analytics still top the list of requested curriculum elements, but AI has now moved into third place, ahead of leadership, corporate finance, and international business. Candidates are asking how a school teaches AI, and in what business context. A ranking does not currently answer that question.
According to our survey or corporate recruiters, employers are just as specific about the “how.” Among employers who flagged AI skills as a hiring priority, using AI to automate tasks was the most cited application, followed by using it to conduct research, develop business strategy, generate content, and acquire new knowledge and skills. In other words, employers want to know what graduates can do with it once they’re in the role.
Rankings remain among the most efficient tools for communicating credibility, particularly to candidates early in their research. Those two or more years from applying need more help visualising how graduate business education fits into their lives, and express greater concern about cost, time commitment, and career disruption.
For them, a strong ranking serves a legitimate orienting function. The mistake is assuming the work ends there.
How can schools differentiate?
Business school leaders should treat rankings as the beginning of a conversation, not its conclusion. A top 10 position earns attention; what converts it into an application is the substance behind it: employment data, alumni career paths, career services records, and the specific skills a candidate leaves with. A ranking tells a candidate that a school is good. Employment data and salary outcomes tell them whether it is right for them. Those are different conversations, and many schools are still better equipped to have the first than the second.
Nearly half of all candidates globally cite programme cost as their primary barrier to GME, and lack of financial aid ranks second. These concerns are most acute among candidates who are furthest from applying, the very people schools most need to reach early. Data on funding, cost of studying, outcomes, and salary helps candidates build a financial case for pursuing a degree at all. Schools that weave cost, funding, and ROI evidence into early-stage communications address the barrier where it does the most damage.
Rankings remain a valuable part of the communications toolkit. But the schools that will stand out aren’t those with the highest ranking – they’re the ones that can tell a prospective student exactly what the degree did for someone like them.
That’s a harder case to make. It’s also a more compelling one.
