Start Market-Sector Research With People’s Categories

Market-sector research can begin with a neat industry classification and still miss the people whose work the classification is meant to describe, answering the right sector and the wrong life with admirable efficiency.

Research about market sectors should take an ethnographic and socio-economic view of how the built environment affects a client’s workforce and, through that workforce, the client’s priorities. That moves the work away from financial goals alone without dismissing them. A nonprofit may care about impact. An education client may care about graduation or retention. The people-centered lens remains steady; the measures and pressures change with the organization.

One useful way to keep that distinction visible is to separate etic and emic categories. An etic category is an outside classification—an industry label, market segment, regional grouping, or professional-services taxonomy—that helps a researcher compare organizations and decide where to look. An emic category comes from the language participants use for their own work, constraints, and concerns. The two may not match neatly, and I would treat that mismatch as a finding rather than a cleanup problem.

An education organization may sit inside a market report under a familiar category, but people within it may organize their attention around commuter access, student belonging, faculty workload, the condition of a particular building, or the time it takes to move between services. A sector classification can tell a research team which reports to retrieve. It cannot tell the team which lived conditions matter most until someone listens to the people involved.

The same applies to a nonprofit. External research may describe funding patterns, policy context, and comparable organizations. Those records are necessary. Staff and service users may describe their work through a different set of practical concerns: where a conversation happens, how long a referral takes, which room protects privacy, what part of a process breaks when a person has limited time or transport. The built environment enters the question because it shapes what people can do, not because it supplies a decorative setting for a market report.

This is why knowledge managers have more than a retrieval role. They may conduct research directly, but they also provide access, collate sources, connect researchers across disciplines, and bridge designers with marketing professionals. Those are not secondary services. They determine whether a useful observation can travel from an interview, a project record, or an external trend report to the people making decisions.

Industry, regulatory, and economic trends belong in the picture when they affect clients and keep them awake. The condition is important. A trend is not automatically relevant because it is large or frequently mentioned. It earns attention when it changes the client’s work, choices, risks, or capacity to meet a stated priority. The people-centered lens supplies that filter before the team collects a larger pile of material.

Strategic research and project-specific research have different jobs. Strategic work supports thought leadership, firm initiatives, and growth in selected market types or geographies. It needs a broader horizon and may develop slowly. Project research informs a particular decision and sometimes yields a lesson that can be used elsewhere. Benchmarking requests for square footage data or comparative metrics often belong in this second category. They burn faster because the decision is close.

Neither category should be treated as less rigorous. They ask different questions. A strategic study may ask how a changing regulatory condition will alter a sector’s priorities over several years. A project study may ask what comparable facilities provide at a specific scale. In both cases, the first task is to decide whose categories matter and why.

That decision can be made visibly. Start a research brief with the external category that shapes the search, then list the participant terms that shape the inquiry. Name the workforce or users affected by the built environment. Record the client priority in their terms, where possible, rather than translating it immediately into a generic market objective. Then gather the trend data, precedents, and project records that bear on that actual question.

More data does not correct a category error. A research team that mistakes its own classification for the client’s lived problem can become very efficient at answering the wrong question, so I would ask who is affected, what they call the pressure, and what the built environment changes before the spreadsheets begin to multiply. The external category can still organize the search; it just cannot be allowed to impersonate the people in it.