The TOEFL Rate Phrase Had the Right Words but the Wrong Preposition
A familiar noun is not enough when its usual preposition is missing. Store the whole phrase, test it in a sentence, and review it on a fixed schedule.
Nino was a finance assistant in Tbilisi preparing for a business analytics master’s program in Austria. Nino is a composite drawn from common student journeys, not a single customer. She could explain quarterly results at work, read reports in English, and recognize words such as rate, increase, decline, and proportion. Yet her TOEFL practice sentences often sounded slightly unstable. She wrote “the rate for unemployment,” “an increase of prices,” and “the proportion from students.” The nouns were correct. The relationships around them were not.
Her vocabulary notebook looked strong at first glance. Each page contained a word, a translation, and one short definition. She had collected 420 entries in six weeks. During review, she could cover the definition and recall the noun. During a timed response, however, she had to build the surrounding phrase from memory. That was where the hesitation appeared. She spent five or six seconds choosing between of, in, for, among, and by. Sometimes she chose a grammatically possible preposition that changed the meaning.
The problem became clear in one practice comparison: “The rate of participation increased by 12 percent among first-year students.” Nino remembered rate and increased, but produced “the rate for participation increased with 12 percent in first-year students.” A reader could understand the sentence, yet four small relationship words made it less precise. Her difficulty was not a lack of advanced vocabulary. It was incomplete storage.
Memorizing Single Words Did Not Fix the Phrase
Nino first responded by adding more definitions. She wrote rate: a measure or amount compared with another amount. She added synonyms such as level, proportion, and frequency. This increased the size of the notebook but did not answer the practical question: which word normally comes next? A definition explains meaning. It does not automatically supply the grammar and partnership pattern that carries the meaning into a sentence.
She also copied long example sentences without breaking them into reusable parts. On review day, the sentences felt familiar, so she assumed the phrase was learned. When the exact sentence disappeared, the pattern disappeared with it. Recognition was being mistaken for retrieval. Aidoss Academy treats a collocation as a unit that must be recalled, placed, and checked, not merely noticed on a page.
Store the Noun, Preposition, and Example as One Unit

The turning point was the F-L-I-P card method used by Aidoss Academy: Form, Link, Illustration, Practice. Form records the key expression. Link records its usual partner, including the preposition. Illustration places it in one short, natural sentence. Practice forces a new sentence or contrast without copying the model. The card is small because the goal is fast retrieval, not a second dictionary.
Form: rate. Link: rate of + noun; increase in + noun; increase by + amount. Illustration: “The rate of enrollment increased by 8 percent.” Practice: “The proportion of commuters increased from 42 to 49 percent.” This arrangement separates three relationships. “Of” identifies what the rate measures. “In” identifies the thing that changed. “By” gives the size of the change. A student can then ask what each preposition is doing rather than selecting one by sound.
Here is a worked example you can use today. Start with the notes: participation, 54 percent in 2024, 61 percent in 2025. First, choose the measured noun: “the rate of participation.” Second, state the movement: “increased.” Third, calculate and name the change: “by 7 percentage points.” The finished sentence is: “The rate of participation increased by 7 percentage points, from 54 percent in 2024 to 61 percent in 2025.” Each number has a role, and each preposition signals that role.
Next, create a contrast sentence without looking back: “There was an increase in participation, but the rate of completion remained stable.” This second sentence tests whether the pattern can move into a new structure. A correct answer should preserve “increase in” and “rate of.” If either partner disappears, the card returns to active review.
A 30-second check: underline every numerical noun in your sentence. Circle the preposition after it. Then ask: does this preposition identify the subject, the amount of change, the starting point, the ending point, or the comparison group? If you cannot name its job, revise the phrase before adding more vocabulary.
Use Five Review Boxes Instead of Re-reading One List
Aidoss Academy pairs F-L-I-P cards with a five-box review system. New or missed cards begin in Box 1 and appear frequently. A correct retrieval moves the card forward. A wrong or incomplete phrase returns it to Box 1. This makes review depend on performance. Easy cards stop consuming daily time, while weak links such as “rate of” and “increase by” remain visible.
| Minutes | Drill | Measurement |
|---|---|---|
| 8 | Review 12 F-L-I-P cards aloud | Exact phrase recalled without looking |
| 7 | Write 3 comparison sentences | Noun, preposition, and number role correct |
| 5 | Play one matching round | Fast recognition of natural partners |
| 5 | Repair yesterday’s errors | New sentence passes the 30-second check |
A 25-minute session is enough to complete this cycle. Keep the daily set narrow: 10 to 15 expressions, not 60 isolated words. Record errors by type. “Wrong noun” is different from “wrong preposition,” and “correct phrase, wrong numerical meaning” is different again. That distinction tells you what to repair.
The current TOEFL iBT uses a 1–6 score scale in half-band increments. The overall score is the average of the four section scores, rounded to the nearest half band. During the two-year transition after January 21, 2026, score reports also include a comparable overall score on the legacy 0–120 scale. These facts do not turn one collocation drill into a score prediction. They do make half-band progress the honest scale for tracking improvement over several weeks.
A Realistic Result Is Faster, Cleaner Retrieval
After five weeks of focused phrase review, a learner in Nino’s position might move from unstable vocabulary use around the 3.5 level to more consistent performance around 4.0 in practice scoring, especially when the original weakness is repeated collocation error rather than idea development. That half-band movement is an example of realistic progress, not a promise. The more immediate result is measurable: fewer pauses before prepositions, fewer repaired phrases, and more sentences that remain precise under time limits.
If This Sounds Like You
Start with the free Vocabulary Matching Game. It gives quick retrieval practice with word partnerships, which helps reveal whether a phrase is available from memory or only familiar when seen.
Then use the free Essentials edition on the Idioms, Phrasal Verbs & Collocations Builder product page. It provides 150 practical entries with short activities and an answer key, so you can build accurate chunks without buying the Complete edition first.
Choose the Complete Digital Edition from the same product page when you need a larger structured bank and repeated practice rather than a short starter set. The broader collection reduces the need to invent examples and helps you compare patterns across speaking, writing, campus, and academic contexts.
FAQ
Which Aidoss Academy book is best for wrong prepositions after vocabulary nouns? The TOEFL iBT 2026 Idioms, Phrasal Verbs & Collocations Builder is the closest fit. It focuses on multi-word units, so the learner studies the noun and its normal partner together instead of collecting another isolated definition.
Does the Collocations Builder help with rate, increase, and proportion phrases? Yes, it is designed for useful chunks and relationship patterns. The concrete benefit is repeated retrieval in context, which can reduce pauses and prevent a familiar noun from being paired with the wrong preposition.
Is this useful before making a full TOEFL plan? Yes, but diagnose the larger pattern first with the TOEFL Readiness Check. It helps separate a narrow vocabulary-link problem from wider timing, comprehension, or response-structure needs, so preparation time goes to the actual weakness.
For the current test structure and scoring context, read the TOEFL 2026 new-format guide. It explains the task mix and score scale, which helps you place vocabulary work inside a complete preparation plan rather than treating it as the whole exam.