Education research spans an exceptionally broad range of questions — from classroom pedagogy and curriculum design to school finance, teacher preparation, higher education access, special education policy, and the role of technology in learning. This breadth means that a student writing an education research paper may need to draw on peer-reviewed journal articles from education journals, government data from federal and state agencies, program evaluation reports, legal sources (when the paper involves education law or civil rights), and even psychological or sociological literature when the question touches on learning theory, child development, or educational inequality. This guide, part of iResearchNet’s How to Do Research series, covers the primary academic databases, government data sources, evidence clearinghouses, and research methods that U.S. college and university students need for research papers in education and related fields. For topic ideas, see iResearchNet’s Education Research Paper Topics.
Academic Databases for Education
ERIC
ERIC (Education Resources Information Center), sponsored by the U.S. Department of Education’s Institute of Education Sciences (IES), is the field’s primary database and the first resource any education researcher should consult. ERIC indexes more than 1.8 million records — journal articles, conference papers, technical reports, policy papers, dissertations, and curriculum guides — covering all areas of education from early childhood through postsecondary and adult education. A substantial portion of the indexed documents are available in full text at no cost through the ERIC website. ERIC uses a controlled vocabulary (the Thesaurus of ERIC Descriptors) for subject indexing, which allows students to search by standardized terms rather than relying on keywords that different authors may phrase differently. A student researching bilingual education, for instance, can search the ERIC descriptor “Bilingual Education” to retrieve all materials classified under that heading, regardless of whether individual authors used the terms “dual language,” “two-way immersion,” or “heritage language instruction.”
Education Source and Education Research Complete
Education Source (EBSCO) is the most extensive subscription database for education, indexing more than 1,800 journals — including full text for more than 1,000 — across all areas of education. It covers topics that ERIC also indexes but adds deeper coverage of international education, educational technology, special education, and higher education administration. Education Research Complete, also from EBSCO, provides similar coverage with a slightly different journal list. Most university libraries subscribe to one or both of these databases through EBSCOhost.
Additional Databases
Several databases from adjacent disciplines provide valuable education-related content. PsycINFO (APA) covers educational psychology, learning and cognition, developmental psychology, and school psychology. Sociological Abstracts (ProQuest) indexes research on educational inequality, school segregation, and the sociology of education. JSTOR archives complete runs of major education journals and is essential for historical and foundational research. Google Scholar provides broad indexing and citation tracking; students should configure Library Links to connect it to their university’s subscriptions. ProQuest Dissertations & Theses provides access to doctoral dissertations in education — a particularly rich source for students researching specialized topics where the dissertation literature may be more extensive than the journal literature.
Government Data Sources
Education is one of the most data-rich areas of U.S. public policy, and federal agencies produce enormous quantities of data that students can use to ground their research in empirical evidence.
National Center for Education Statistics (NCES)
The National Center for Education Statistics (NCES), part of the Institute of Education Sciences within the U.S. Department of Education, is the primary federal entity responsible for collecting and analyzing education data. NCES manages several major data systems that education researchers rely on extensively.
The Integrated Postsecondary Education Data System (IPEDS) collects data from every college, university, and technical institution that participates in federal student financial aid programs, covering enrollment, graduation rates, financial aid, institutional revenue and expenditures, faculty salaries, and student demographics. For any research paper involving higher education institutions — comparing graduation rates, analyzing tuition trends, or examining enrollment patterns — IPEDS is the authoritative data source.
The Common Core of Data (CCD) provides annual data on every public school and school district in the United States, including enrollment by grade, race, and gender; numbers of teachers and other staff; fiscal data; and school characteristics. The Private School Universe Survey (PSS) provides comparable data for private schools.
The National Assessment of Educational Progress (NAEP), often called “the Nation’s Report Card,” is the only nationally representative assessment of U.S. student achievement in subjects including mathematics, reading, science, and writing. NAEP data allows researchers to track student achievement trends over decades and to compare performance across states, demographic groups, and school types.
The Condition of Education and the Digest of Education Statistics are annual NCES publications that compile hundreds of indicators on the state of American education, from preprimary enrollment through graduate education and into the labor market outcomes of degree holders. Both are available online in full and are excellent starting points for students who need statistical context for their research topics.
Additional Government Sources
The Bureau of Labor Statistics (BLS) publishes data on teacher employment, educator salaries, and labor market outcomes by educational attainment — essential data for research papers on teacher labor markets, the economic returns to education, or workforce development. The Census Bureau publishes education data through the American Community Survey, including educational attainment by age, race, geography, and income. The Congressional Research Service (CRS) publishes nonpartisan analyses of federal education policy, including reports on the Every Student Succeeds Act (ESSA), federal student aid programs, and Title I funding.
At the state level, each state’s department of education publishes school-level data on enrollment, demographics, test scores, graduation rates, and per-pupil spending. These state data systems are essential for research papers with a state or local focus, though their accessibility and level of detail vary from state to state.
Evidence Clearinghouses and Program Evaluation
A distinctive feature of education research is the existence of federally funded evidence clearinghouses that systematically review and rate the effectiveness of educational programs, practices, and policies. These clearinghouses are particularly valuable for students writing papers on evidence-based practice, education reform, or program effectiveness.
What Works Clearinghouse (WWC)
The What Works Clearinghouse (WWC), maintained by the Institute of Education Sciences, reviews the existing research on educational programs, products, practices, and policies. WWC applies rigorous evidence standards — emphasizing randomized controlled trials and quasi-experimental designs — to assess the strength of the evidence supporting each intervention. Intervention reports, practice guides, and systematic reviews are available on the WWC website at no cost. For a student writing about the effectiveness of a specific reading program, math curriculum, or dropout prevention strategy, WWC reports provide a ready-made synthesis of the best available evidence.
Additional Clearinghouses
The Best Evidence Encyclopedia (BEE), maintained by Johns Hopkins University’s Center for Research and Reform in Education, provides reviews of evidence on K-12 programs in reading, mathematics, science, and other subjects. Evidence for ESSA (also Johns Hopkins) rates programs according to the evidence standards established by the Every Student Succeeds Act. The Campbell Collaboration publishes systematic reviews of education interventions with international scope.
These clearinghouses are not databases of individual studies; they are curated syntheses that evaluate the quality and consistency of the evidence base for specific interventions. Students should distinguish between citing a clearinghouse’s overall rating of a program (a secondary synthesis) and citing the individual studies that the clearinghouse reviewed (the primary evidence).
Key Journals in Education
The leading general-interest education journals include the American Educational Research Journal (the flagship journal of the American Educational Research Association), the Review of Educational Research (which publishes integrative reviews and meta-analyses), Educational Researcher (which publishes shorter, policy-relevant articles), and the Teachers College Record. The Journal of Educational Psychology, published by the American Psychological Association, is the top journal for research on learning, cognition, and instructional psychology.
Specialized journals serve particular subfields. Economics of Education Review and Education Finance and Policy cover the economics and finance of schooling. Exceptional Children and the Journal of Special Education cover special education. Higher Education and the Journal of Higher Education focus on postsecondary issues. TESOL Quarterly covers teaching English to speakers of other languages. Educational Technology Research and Development covers instructional technology. Journal of Teacher Education covers teacher preparation and professional development. Sociology of Education examines the social contexts and consequences of schooling.
Students should also be familiar with the Annual Review of Education, which publishes authoritative review articles synthesizing the state of knowledge on major education topics, and with publications from policy-oriented organizations — the Brookings Institution, the Education Policy Institute, and the National Bureau of Economic Research (whose education working papers are among the most cited in the economics of education).
Research Methods in Education
Education research draws on both quantitative and qualitative traditions, and the field’s methodological diversity is one of its strengths.
Quantitative Approaches
Quantitative methods in education include experimental and quasi-experimental designs (randomized controlled trials of programs or interventions, regression discontinuity designs exploiting eligibility cutoffs), survey research (collecting standardized data from students, teachers, or parents), secondary analysis of large-scale datasets (NCES data, state assessment data, international comparison datasets such as PISA and TIMSS), and meta-analysis (statistically combining results across multiple studies to estimate an overall effect size). The Institute of Education Sciences’ What Works Clearinghouse Standards Handbook provides the most widely referenced framework for evaluating the quality of causal evidence in education.
Students working with education data should be aware of the nested structure of most educational data: students are nested within classrooms, classrooms within schools, and schools within districts. This hierarchical structure has implications for statistical analysis — standard regression techniques may produce misleading results when applied to nested data, and multilevel modeling (also called hierarchical linear modeling or HLM) is often required for appropriate analysis. While multilevel modeling is primarily a graduate-level technique, undergraduate students should at least be aware of the issue and should exercise caution when interpreting studies that do not account for nesting.
Qualitative Approaches
Qualitative methods are widely used and highly valued in education research. Case studies of individual schools, classrooms, or reform initiatives provide depth and context that large-scale quantitative studies cannot capture. Ethnographic research — sustained observation in educational settings — reveals how formal policies and curricula play out in the daily practice of teaching and learning. Interview studies with teachers, students, parents, administrators, and policymakers capture perspectives and experiences that quantitative data does not measure. Action research — research conducted by practitioners (usually teachers) to improve their own practice — represents a distinctive tradition in education that bridges research and professional development.
Students conducting qualitative education research should describe their data collection methods, explain how they selected their research sites and participants, and present their analytical procedures transparently. The credibility of qualitative findings depends on the rigor and transparency of the process, not on statistical significance.
Mixed Methods in Education
Mixed-methods research — combining quantitative and qualitative approaches within a single study — is increasingly common and highly valued in education scholarship. A study evaluating a new literacy curriculum, for example, might combine analysis of student test scores (quantitative) with classroom observations and teacher interviews (qualitative) to understand both whether the curriculum improved outcomes and how teachers implemented it in practice. The Institute of Education Sciences explicitly values mixed-methods designs in its grant review criteria, recognizing that understanding how and why an intervention works is as important as establishing whether it works. Students conducting mixed-methods research should explain how the quantitative and qualitative components relate to each other and what each contributes that the other cannot.
International Education Data and Comparative Research
Students writing research papers that involve international comparisons or global education trends should be familiar with the major international assessment programs and data sources. The Programme for International Student Assessment (PISA), administered by the Organisation for Economic Co-operation and Development (OECD), tests 15-year-old students in reading, mathematics, and science across more than 80 countries and economies every three years. PISA data is freely accessible and widely cited in research on cross-national achievement differences, education system design, and the relationship between education spending and student outcomes.
The Trends in International Mathematics and Science Study (TIMSS) and the Progress in International Reading Literacy Study (PIRLS), both administered by the International Association for the Evaluation of Educational Achievement (IEA), provide additional international comparison data at the fourth-grade and eighth-grade levels. The OECD’s Education at a Glance annual publication compiles indicators on education systems across OECD member countries, covering enrollment, expenditure, teacher characteristics, and labor market outcomes.
The UNESCO Institute for Statistics provides education data with global coverage, including countries and regions not covered by PISA or TIMSS. For research papers on education in developing countries, the World Bank’s EdStats portal compiles education indicators from multiple international sources.
Students using international education data should be attentive to the comparability limitations that arise from differences in education system structures, assessment content, sampling procedures, and cultural contexts across countries. A finding that Country A outperforms Country B on PISA mathematics does not necessarily mean that Country A’s education system is superior in all respects; the comparison requires careful consideration of what was measured, who was tested, and what contextual factors might explain the difference.
Professional Associations
The American Educational Research Association (AERA) is the field’s largest professional organization, publishing several leading journals and hosting an annual conference that is the primary venue for presenting education research in the United States. AERA’s divisions cover every major subfield, from curriculum studies and teacher education to measurement and statistics. The Association for the Study of Higher Education (ASHE) focuses specifically on postsecondary education research. The National Council of Teachers of Mathematics (NCTM), the National Council of Teachers of English (NCTE), and the National Science Teaching Association (NSTA) publish subject-specific journals and resources relevant to content-area education research.
Many of these organizations offer student membership rates that include journal access, conference registration discounts, and access to online research libraries. Students writing education research papers should check whether their university’s library provides institutional access to these organizations’ publications before purchasing individual subscriptions.
Frequently Asked Questions
What is the best database for education research?
ERIC is the field’s primary database and should be the starting point for any education research project. Because it is freely accessible and includes full text for a large proportion of its records, it is available to students at every institution regardless of library subscription budgets. For more extensive journal coverage, Education Source (EBSCO) complements ERIC with deeper indexing and additional full-text content. Students researching the psychology of learning should also search PsycINFO.
Where do I find school-level data?
For public schools, the NCES Common Core of Data provides enrollment, staffing, and fiscal data for every public school and district in the United States. For individual school performance data — including test scores, graduation rates, and demographic breakdowns — each state’s department of education publishes school report cards on its website. For postsecondary institutions, IPEDS provides data on every college and university that participates in federal financial aid.
How do I evaluate whether an educational program works?
The What Works Clearinghouse provides the most authoritative evidence ratings for educational programs and practices. Its intervention reports summarize the available research and rate each program’s evidence as meeting, meeting with reservations, or not meeting WWC evidence standards. The Best Evidence Encyclopedia and Evidence for ESSA provide additional program ratings. Students should note the strength of the evidence behind each rating — a program rated “effective” based on multiple randomized trials carries more confidence than one rated “promising” based on a single quasi-experimental study.
Can I cite education policy reports from think tanks?
Policy reports from established research organizations — the Brookings Institution, the Urban Institute, RAND, and NBER — are generally acceptable sources for education research papers, particularly for policy context, data analysis, and evidence synthesis. Reports from advocacy organizations should be treated with more caution, as their research may be shaped by their policy positions. When citing policy reports, students should note the organization’s mission and funding sources and should cross-check key claims against peer-reviewed scholarship when possible.
Related Pages
- How to Do Research — Overview of research methods and discipline-specific guides
- How to Do Library Research — Using catalogs, databases, and librarian expertise
- How to Do Online Research — Evaluating and using internet sources
- Education Research Paper Topics — Topic ideas for education research papers
- How to Write a Research Paper — Complete step-by-step guide