If you're applying to graduate school or a doctoral program and your target institution requires the MAT test prep — preparation for the Miller Analogies Test — you're working with one of the more unusual graduate admissions exams out there. Unlike the GRE, the MAT doesn't test math, reading comprehension paragraphs, or writing. It's 120 analogies in 60 minutes, all multiple-choice, all testing the same fundamental skill: recognizing the relationship between concepts and extending it.
That simplicity is deceptive. The MAT draws on knowledge from seven distinct content areas, and the relationships it tests range from simple semantic connections to abstract structural logic. Effective preparation requires both content review and deliberate practice with the analogy format itself. This guide covers the structure of the test, the seven content areas, the most effective study strategies, and how to build a study plan that gets results.
The Miller Analogies Test is published by Pearson and administered at Pearson VUE testing centers. Here are the key logistics:
The MAT uses a four-term format: A : B :: C : ? or A : B :: ? : D. You see three of the four terms and choose the missing one. The relationship must hold both for the pair you're completing and for the parallel pair.
Pearson's official content breakdown identifies seven domains that MAT analogies draw from. Understanding this breakdown tells you where to focus your content review.
Humanities questions draw on literature, fine arts, music, philosophy, religion, mythology, and architecture. You'll need to know major authors and their works (Shakespeare, Dante, Faulkner, Woolf), composers and compositions (Bach, Mozart, Beethoven), painters and movements (Impressionism, Cubism, Renaissance), and philosophical concepts and thinkers (Plato, Descartes, Kant).
This is often the most content-heavy area for candidates with technical or scientific backgrounds. Don't skip it — humanities questions appear frequently enough to matter significantly.
Psychology, sociology, economics, political science, and anthropology concepts appear here. Know key theorists (Freud, Piaget, Erikson, Maslow), economic terms and principles, government structures, and sociological concepts.
Biology, chemistry, physics, and earth science at a general level. This includes taxonomy, periodic table relationships, scientific laws, and major scientific figures (Darwin, Curie, Einstein).
MAT math content is conceptual rather than computational. Expect analogies involving mathematical terms, relationships (subset, complement, inverse), and mathematical concepts rather than calculations. Know set theory vocabulary, geometric terms, and algebraic relationships.
Vocabulary, grammar, etymology, and linguistic relationships. Synonyms, antonyms, words with shared roots, and grammatical term relationships fall here. Strong vocabulary is your best preparation for this area.
Current events, geography, and miscellaneous world knowledge. Less systematic to study — broad cultural awareness and reading help more than targeted prep for this category.
Logic, sequence, classification, and part-whole relationships. These analogies depend less on knowledge and more on recognizing abstract structural patterns. Practice is more valuable than content review here.
Content knowledge only gets you so far — you also need fluency with the types of relationships MAT questions use. The test uses these relationship categories repeatedly:
When you encounter an analogy, identify the relationship type first, then look for it in the answer choices. Many wrong answers are correct vocabulary but wrong relationship — don't get distracted by superficially plausible choices.
Most candidates give themselves 6–10 weeks for MAT test prep. Here's a framework that balances content review with practice:
Weeks 1–2: Diagnostic and content inventory. Take a full-length timed practice test before studying anything. Your score and error pattern tell you which content areas need the most attention. Don't guess which areas are weak — measure it.
Weeks 3–5: Content review by domain. Spend 3–5 days per domain, focusing on areas where you missed the most questions. Vocabulary cards for humanities authors, science figures, and word relationships are especially effective. Use flashcard systems so you can review efficiently during commutes and breaks.
Weeks 6–7: Analogy-type drilling. Work through practice questions organized by relationship type, not just by content area. The goal is to build pattern recognition — you want to identify relationship types instantly without deliberate analysis. Speed matters at 60 minutes for 120 questions (30 seconds per question).
Weeks 8–10: Full-length timed practice and weak-area review. Take one or two full practice tests per week under real timing conditions. Review every missed question — but also every question you guessed correctly. If you got it right without knowing why, that's fragile knowledge. Fix it before test day.
The market for MAT preparation materials is smaller than for the GRE, but there are solid options:
Kaplan MAT. Kaplan's MAT prep book is one of the most comprehensive on the market. It covers all seven content areas, explains relationship types, and includes a substantial practice question bank. If you use only one book, this is the one most candidates recommend.
Barron's MAT. Another strong option — particularly good for vocabulary and humanities content. The practice tests in Barron's are slightly easier than the real exam but effective for pattern recognition.
Pearson official preparation materials. Pearson publishes an official preparation book. It's authoritative but light on content review — better as a supplement than a primary resource. The official practice items are worth doing to calibrate your preparation.
MAT practice tests online. The Miller Analogies Test guide on this site covers additional test strategies and practice. Regular drilling on timed practice sets builds the automaticity you need on test day.
Vocabulary-building resources (Merriam-Webster, etymology sites, flashcard decks) are worth using throughout your prep period, not just when you encounter unfamiliar words on practice tests.
The MAT rewards breadth of vocabulary more than almost any other standardized test. Semantic analogies — synonyms, antonyms, degree relationships — require knowing what words mean. Classification and association analogies require knowing the names of things (composers, painters, authors, scientists). Language analogies test word forms and etymological patterns.
Your vocabulary study for the MAT should emphasize:
Sixty minutes for 120 questions means 30 seconds per item on average. That's fast. Most test-takers don't need to agonize over every question — the issue is getting stuck on a few difficult ones and running out of time.
Effective timing strategy:
Most candidates find they have time to complete the exam — the challenge is maintaining accuracy at pace, not running out of time. Timed practice is essential for building that pace.
The MAT is administered at Pearson VUE testing centers. The most important logistics:
Different graduate programs interpret MAT scores differently. Some report a minimum scaled score; others report a minimum percentile within a comparison group. When you apply, check each program's specific MAT requirement, not just a general benchmark.