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Beat guide

Education stories start with the data

Federal education data, research libraries, state policy groups and the unions and advocates you will hear from. Each link was checked in September 2026.

Last updated: September 24, 2026 · 5 min read · Editorial staff
On this page
  1. What does an education reporter cover?
  2. Start here
  3. Federal agencies and oversight
  4. Education data and research
  5. State policy and school systems
  6. Special education and gifted students
  7. College admissions, testing and aid
  8. Unions, foundations and advocacy
  9. Education news and reporter resources
  10. Reporting checks for this beat

What does an education reporter cover?

An education reporter covers schools and colleges, from early learning through graduate programs, plus the boards, agencies and lawmakers that fund and regulate them. The beat includes test scores, budgets, special education, admissions, student aid and the people who teach and learn.

Get the number from the agency that collected it and read its definitions. District press releases, union statements and advocacy reports are useful leads, but the state or federal dataset is the record.

Start here

NCES data collection programs

Every survey and assessment run by the National Center for Education Statistics, in one list. Start here to find the dataset behind a claim.

IPEDS

Federal data on U.S. colleges, universities and technical schools. Use it to check enrollment, tuition and other institution figures.

ERIC

The Education Department's online library of education research. Filter for peer-reviewed work and full text.

Federal agencies and oversight

Official sources for federal programs, funding and enforcement. Note which office issued a document and when.

Education data and research

Where to find the survey, the assessment or the study itself. Record the dataset name, year and definitions you used.

State policy and school systems

Useful for comparing states and tracking legislation. Some of these groups represent the officials you cover, so note who they speak for.

  • Education Commission of the States: Tracks state education policy and compiles resources by state. Takes media and state policy information requests.
  • Council of Chief State School Officers (Trade group): Membership group for state education chiefs. Press releases and resources on state education policy.
  • Council of the Great City Schools (Trade group): Association of large urban public school districts. Reports and fact sheets on member districts.
  • Achieve (Advocacy): Nonprofit working on academic standards and college and career readiness. Reviews instructional materials against the Common Core and Next Generation Science Standards.

Special education and gifted students

Pair these groups with federal monitoring and state data. They speak for educators and families in the field.

College admissions, testing and aid

Good for explaining how admissions and aid work. Confirm program rules with the agency or institution that runs them.

  • College Board: Nonprofit that runs the SAT, PSAT and AP programs and the BigFuture college search. It has a stake in testing debates.
  • Finaid: Explainers and calculators on financial aid, student loans, the FAFSA and loan forgiveness. Check program details against federal sources.

Unions, foundations and advocacy

These organizations take positions. Quote them as interested parties and trace their figures to primary data.

Education news and reporter resources

Reporting checks for this beat

  • Which test, grade and year does the score come from, and did the test or its cut scores change?
  • Are graduation, enrollment or discipline rates defined the same way in every school or state you compare?
  • Did you get the number from the agency that collected it, or from a district, union or advocacy summary?
  • For a small school or student group, are the counts large enough to support the comparison you are making?
  • Is a per-student spending figure limited to operating costs, or does it include construction and debt?
  • Does the study measure cause and effect, or only a correlation between a program and outcomes?
Related beat guides: Family, Aging and Communities, Census and Demographics, Work and Labor. Browse every guide on the beat desk.

Links were checked in September 2026 for a live page from the same organization. Advocacy groups, trade groups and party sites are labeled and should be treated as interested parties. Verify ownership, date and context before publication.

Sources

  1. NCES data collection programsnces.ed.gov
  2. ERICeric.ed.gov
  3. U.S. Department of Educationed.gov
  4. Education Department Inspector Generaloig.ed.gov
  5. Education Writers Associationewa.org
  6. ChildStats.govchildstats.gov
  7. American Educational Research Associationaera.net
  8. Education Commission of the Statesecs.org
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