Research briefs · Topic hub
Work & Business
Research on entrepreneurship, labor markets, remote work, skills, productivity, and small-business decisions.
Editorial briefs
- Business applications are a signal, not a startup count — How to read the Census Bureau's timely business-formation series without confusing an application with an operating employer.
- Small-business credit is not one market — Why firm size, age, ownership, lender type, and the purpose of financing belong in any account of credit conditions.
- Job openings need flow context — Openings, hires, quits, and layoffs describe different stages of labor-market adjustment and should be read together.
- The unemployment rate is one labor-market lens — Participation, employment, part-time work, and unemployment each illuminate a different boundary of the labor market.
- Remote-work estimates depend on the question — Work location, pay status, usual practice, and frequency can produce different but valid measures of working from home.
- Skills-first hiring still needs validation — Removing a degree screen is only a first step; selection methods must remain job-related, consistent, and monitored.
- Occupational projections are not promises — Employment projections support planning, but they are scenarios built on assumptions rather than guaranteed job counts.
- Apprenticeship combines work and learning — Registered apprenticeship is a defined workforce model, not a loose synonym for any short workplace training program.
- Job quality is multidimensional — Pay matters, but schedules, safety, voice, benefits, security, and working conditions shape whether work is sustainable.
- Contractor status is fact-specific — A contract label or flexible schedule does not alone determine whether a worker is an employee under federal law.
- Nonemployer data reveal hidden business activity — Businesses without paid employees are economically meaningful, but they should not be merged casually with employer establishments.
- Firm age adds context that size misses — Young and small businesses overlap, but age and size answer different questions about job creation and business dynamism.
- Entrepreneurship rates need comparable definitions — Cross-country rankings can shift when datasets measure registrations, owners, firms, or employer entry under different rules.
- Business survival needs cohort analysis — A closure count says little without knowing when firms started, the population at risk, and what qualifies as an exit.