Provost Lab

Portfolio strategy

See the academic portfolio as a strategic system, not a list of programs.

Academic portfolios contain cross-subsidies, mission commitments, legacy strengths, emerging opportunities, hidden risks, and internal competition. Provost Lab shows how programs interact, so that decisions about investment, revision, and growth are made with the whole system in view.

Where should we grow, strengthen, or reposition?

That is the question the portfolio view is built to help answer. It does not answer it for you. It shows which programs are carrying the portfolio, which are gaining or losing ground, and where market opportunity meets institutional identity, so the conversation starts from shared evidence.

The portfolio scan begins with a single summary of the institution: how many programs it offers, whether completions are growing, how graduates fare on federal earnings measures, and how exposed its programs are to AI-related change. Each line opens the detailed view behind it.

Portfolio scan summary card listing program count, completions trend, watch list, earnings results, AI exposure, and synthesis status
The scan at a glance. One institution’s portfolio in six lines.
Eight portfolio measures: top five dependency, concentration, volatility, momentum, decline exposure, growth quality, middle portfolio strength, and long tail burden, each with a value, a definition, and a link to the programs driving it
Portfolio intelligence. Eight measures of how an institution’s completions are distributed and moving, from concentration and momentum to decline exposure and long-tail burden, with the programs driving each figure one click away.

Where the portfolio’s weight sits.

Ranking programs by completions shows how much of an institution’s output rests on a few programs and how many graduate only a handful of students each year.

Small programs are not a problem in themselves. Many carry mission, access, or pathway value that completions alone do not capture. The purpose is to see the shape of the portfolio clearly, and to watch how it changes from year to year, before deciding where to focus attention and investment.

Bar chart of programs ranked from largest to smallest by 2025 completions, with year selectors from 2021 to 2025
Concentration of completions. Every program ranked by completions in a selected year. Here the five largest programs account for 43 percent of 614 completions.

Questions portfolio analysis answers

  • Which programs are carrying the portfolio financially, strategically, or reputationally?
  • Which programs are strategically important but financially weak?
  • Where are there synergies between existing programs and potential new ones?
  • Where might a new program cannibalize an existing one?
  • Where could shared curriculum, faculty expertise, or pathways create new opportunities?
  • Where do market opportunity and institutional identity align?

Where your institution stands.

Portfolio decisions depend on the institution’s position as well as its programs. Institutional positioning compares your college or university with a peer set you select, using a shared foundation of geographic, demographic, and affordability data.

Geographic exposureHow your recruitment regions’ high school graduate pools are projected to change, compared with peers
Price positionNet price by income band against the peer median, set against your feeder markets
Access and servicePell, first-generation, adult, and part-time enrollment relative to peers and region
Recruitment funnelAdmission rate, yield, and volume against the comparison group
Feeder market gapsStates, counties, and high schools where peers draw students and you do not
One shared peer setAll five views read from the same comparators, so the findings fit together

Explore portfolio strategy.

See your own institution’s portfolio, built from federal data, in the demonstration environment.

Request a demo