Causal Vocabulary: Cause, Lead To, Contribute To & Associated With

Vocabulary improves when a learner stops treating near-synonyms and linking expressions as interchangeable. This specialist guide continues the How to Improve Vocabulary series by isolating one precision problem: causal strength. The aim is practical. A reader should leave able to notice the intended relationship, choose the form that encodes that relationship, test the sentence for hidden overclaiming or ambiguity, and revise without replacing a clear ordinary word with a more impressive but less accurate one.

Causal vocabulary is a ladder of commitment. Choosing a stronger expression can silently turn an observation into an explanation, or a relationship into a claim about mechanism. This is why the article is deliberately long. Precision is not learned by reading a single definition. It is learned through contrast, retrieval, correction, transfer and repeated decisions across different kinds of sentences. The wider complete vocabulary system explains how to learn and retain words; this page owns the narrower decision system for causal strength.

The working rule throughout is simple: meaning first, grammar second, register third, decoration last. If two forms can appear in similar places but carry different logical force, the difference matters. If a form changes the strength of a claim, the evidence must justify that strength. If a form is grammatically possible but likely to mislead a careful reader, it is not the best choice. This is the same precision discipline used elsewhere in the series for contrast and concession, conditions and exceptions, modality and certainty and scope and quantifiers.

The examples are intentionally spread across school writing, professional writing, explanation, narrative, data commentary and everyday communication. That range matters because a word is not mastered when it works in one memorised sentence. It is mastered when the learner can recognise the relation in a new context, select an appropriate form, and explain why a tempting alternative would change the meaning.

No sentence in this guide needs to sound ornate. Strong vocabulary is often quiet. It gives the reader the right relation on the first reading. It makes the writer’s commitment visible. It reduces the need for repair. It also gives the learner a dependable editing question: “What relationship am I actually claiming here?” That question is more useful than “Which advanced word can I add?”

A useful companion is the Word-Choice Decision System because it trains the same habit at the lexical level: identify the decision point, name the alternatives, state the difference, choose, then reread the whole sentence. For personal transfer, the Personal Writing Corpus method lets a learner collect recurring mistakes from his or her own drafts and turn them into a private practice bank.

Quick Read: Do Not Upgrade the Evidence With the Verb

Cause is a strong causal claim: the writer is saying that one factor produces or helps produce an outcome, not merely that the two occur together.

Lead to and result in still point from an antecedent toward an outcome; they should not be used as soft-looking substitutes for cause when the evidence is only correlational.

Contribute to is useful when a factor is one part of a multi-cause system. It is not a magic hedge: the writer is still making a causal claim.

Be associated with states a relationship without itself identifying causal direction or mechanism. It is often the right choice when observational evidence cannot establish causation.

A careful writer separates mechanism, temporal order, confounding, reverse causation and mere co-occurrence before choosing the verb.

Scope Boundary: What This Article Owns

This owner is about the strength of causal claims and the evidence burden created by different expressions. The neighbouring Cause and Effect owner deals with connectors such as because and therefore; this page deals with how much causation the lexical verb itself claims.

That boundary prevents useful neighbouring pages from collapsing into one giant article. Where a decision is mainly about certainty or inference, use the Modality and Certainty owner. Where it is mainly about whether a rule applies, use Conditions and Exceptions. Where it is mainly about how large a claim becomes, use Scope and Quantifiers. This page stays with its stated function and treats adjacent systems only when they change the local choice.

1. Start With the Relationship, Not the Word

1. Evidence sets the ceiling

The strength of the wording should not exceed the strength of the evidence.

2. Association is not a weak synonym for cause

Association deliberately leaves causal direction open.

3. Lead to is still causal

The phrase may sound softer than cause, but it still presents an outcome as following from an antecedent.

4. Result in focuses the outcome

Result in packages the second event as the result of the first.

5. Contribute to is partial causation

It is useful when several factors jointly shape an outcome.

6. Mechanism matters

A plausible pathway strengthens causal interpretation but does not automatically prove it.

7. Time order matters

A proposed cause must occur before the effect it is said to produce.

8. Reverse causation is possible

An apparent cause-effect relation may run in the opposite direction.

9. Confounding can imitate causation

A third factor can produce an association between two variables.

10. Experiments and observations support different claims

Design affects what wording is defensible.

11. Magnitude and causation differ

A large association is not automatically causal, and a small effect can still be causal.

12. Revision should weaken when necessary

Accurate caution is stronger writing than unsupported confidence.

2. The Core Forms

1. cause

cause is best understood as a meaning-and-grammar choice. It makes a direct causal claim that the factor helps produce the outcome. The nearest trap is be associated with, which does not establish causal direction. A useful test is: What evidence rules out plausible alternatives and supports a causal interpretation?.

Worked example: In the controlled experiment, removing the insulating layer caused the liquid to cool faster. The important point is not that the sentence contains cause; it is that the relationship encoded by the sentence matches the writer’s intended claim. Use cause when the design and evidence can carry the claim.

Near miss: Students who sleep less score lower, so short sleep causes every lower score. Revision: Shorter sleep was associated with lower scores in this observational sample. The revision works because it changes the relation rather than merely swapping vocabulary. A learner should be able to explain that change aloud before moving on.

Editing habit: circle cause when it appears in a draft, identify what comes before and after it, then ask whether the sentence would still mean the same thing with the nearest alternative. If the answer is yes, the writer may not yet understand the distinction. If the answer is no, state exactly what changed.

2. lead to

lead to is best understood as a meaning-and-grammar choice. It presents an antecedent as producing or bringing about a later outcome. The nearest trap is precede, which only states time order. A useful test is: Am I claiming a causal path or only that one event came first?.

Worked example: Repeated exposure to salt water can lead to corrosion of unprotected metal. The important point is not that the sentence contains lead to; it is that the relationship encoded by the sentence matches the writer’s intended claim. Lead to should name a meaningful pathway, not chronology alone.

Near miss: The meeting came first and led to sunset. Revision: The meeting ended before sunset. The revision works because it changes the relation rather than merely swapping vocabulary. A learner should be able to explain that change aloud before moving on.

Editing habit: circle lead to when it appears in a draft, identify what comes before and after it, then ask whether the sentence would still mean the same thing with the nearest alternative. If the answer is yes, the writer may not yet understand the distinction. If the answer is no, state exactly what changed.

3. result in

result in is best understood as a meaning-and-grammar choice. It focuses on the outcome that follows from a causal antecedent. The nearest trap is result from, which reverses the grammatical direction. A useful test is: Which side is the cause and which side is the outcome?.

Worked example: A blocked filter can result in reduced airflow. The important point is not that the sentence contains result in; it is that the relationship encoded by the sentence matches the writer’s intended claim. Result in and result from point in opposite grammatical directions.

Near miss: Reduced airflow results in a blocked filter, when the blockage is the cause. Revision: A blocked filter can result in reduced airflow. The revision works because it changes the relation rather than merely swapping vocabulary. A learner should be able to explain that change aloud before moving on.

Editing habit: circle result in when it appears in a draft, identify what comes before and after it, then ask whether the sentence would still mean the same thing with the nearest alternative. If the answer is yes, the writer may not yet understand the distinction. If the answer is no, state exactly what changed.

4. contribute to

contribute to is best understood as a meaning-and-grammar choice. It claims that a factor plays a causal part without saying it is the only or sufficient cause. The nearest trap is be associated with, which is noncommittal about causation. A useful test is: Do I have evidence for a partial causal role?.

Worked example: Poor drainage can contribute to soil erosion during heavy rain. The important point is not that the sentence contains contribute to; it is that the relationship encoded by the sentence matches the writer’s intended claim. Contribution remains a causal claim and needs causal support.

Near miss: A single survey found a relationship, so screen time contributed to the outcome. Revision: Screen time was associated with the outcome in the survey. The revision works because it changes the relation rather than merely swapping vocabulary. A learner should be able to explain that change aloud before moving on.

Editing habit: circle contribute to when it appears in a draft, identify what comes before and after it, then ask whether the sentence would still mean the same thing with the nearest alternative. If the answer is yes, the writer may not yet understand the distinction. If the answer is no, state exactly what changed.

5. be associated with

be associated with is best understood as a meaning-and-grammar choice. It states that two variables or conditions occur in a patterned relationship without itself assigning causal direction. The nearest trap is cause, lead to and contribute to, which all add causal commitment. A useful test is: Would the evidence still support the sentence if the causal direction were unknown?.

Worked example: Higher reported stress was associated with shorter reported sleep in the survey. The important point is not that the sentence contains be associated with; it is that the relationship encoded by the sentence matches the writer’s intended claim. Association language is not evasive when the design cannot establish causation.

Near miss: Higher reported stress caused shorter sleep in the survey. Revision: Higher reported stress was associated with shorter reported sleep in the survey. The revision works because it changes the relation rather than merely swapping vocabulary. A learner should be able to explain that change aloud before moving on.

Editing habit: circle be associated with when it appears in a draft, identify what comes before and after it, then ask whether the sentence would still mean the same thing with the nearest alternative. If the answer is yes, the writer may not yet understand the distinction. If the answer is no, state exactly what changed.

3. Contrast the Alternatives

1. cause versus lead to

cause and lead to may occur in sentences about the same topic, but they should not be treated as decorative substitutes. cause is used when it makes a direct causal claim that the factor helps produce the outcome. lead to is used when it presents an antecedent as producing or bringing about a later outcome. Compare the writer’s intended relation, the grammatical structure that follows, the level of commitment, and the likely reader inference. If a substitution changes any of those, the substitution changes meaning.

2. cause versus result in

cause and result in may occur in sentences about the same topic, but they should not be treated as decorative substitutes. cause is used when it makes a direct causal claim that the factor helps produce the outcome. result in is used when it focuses on the outcome that follows from a causal antecedent. Compare the writer’s intended relation, the grammatical structure that follows, the level of commitment, and the likely reader inference. If a substitution changes any of those, the substitution changes meaning.

3. cause versus contribute to

cause and contribute to may occur in sentences about the same topic, but they should not be treated as decorative substitutes. cause is used when it makes a direct causal claim that the factor helps produce the outcome. contribute to is used when it claims that a factor plays a causal part without saying it is the only or sufficient cause. Compare the writer’s intended relation, the grammatical structure that follows, the level of commitment, and the likely reader inference. If a substitution changes any of those, the substitution changes meaning.

4. cause versus be associated with

cause and be associated with may occur in sentences about the same topic, but they should not be treated as decorative substitutes. cause is used when it makes a direct causal claim that the factor helps produce the outcome. be associated with is used when it states that two variables or conditions occur in a patterned relationship without itself assigning causal direction. Compare the writer’s intended relation, the grammatical structure that follows, the level of commitment, and the likely reader inference. If a substitution changes any of those, the substitution changes meaning.

5. lead to versus result in

lead to and result in may occur in sentences about the same topic, but they should not be treated as decorative substitutes. lead to is used when it presents an antecedent as producing or bringing about a later outcome. result in is used when it focuses on the outcome that follows from a causal antecedent. Compare the writer’s intended relation, the grammatical structure that follows, the level of commitment, and the likely reader inference. If a substitution changes any of those, the substitution changes meaning.

6. lead to versus contribute to

lead to and contribute to may occur in sentences about the same topic, but they should not be treated as decorative substitutes. lead to is used when it presents an antecedent as producing or bringing about a later outcome. contribute to is used when it claims that a factor plays a causal part without saying it is the only or sufficient cause. Compare the writer’s intended relation, the grammatical structure that follows, the level of commitment, and the likely reader inference. If a substitution changes any of those, the substitution changes meaning.

7. lead to versus be associated with

lead to and be associated with may occur in sentences about the same topic, but they should not be treated as decorative substitutes. lead to is used when it presents an antecedent as producing or bringing about a later outcome. be associated with is used when it states that two variables or conditions occur in a patterned relationship without itself assigning causal direction. Compare the writer’s intended relation, the grammatical structure that follows, the level of commitment, and the likely reader inference. If a substitution changes any of those, the substitution changes meaning.

8. result in versus contribute to

result in and contribute to may occur in sentences about the same topic, but they should not be treated as decorative substitutes. result in is used when it focuses on the outcome that follows from a causal antecedent. contribute to is used when it claims that a factor plays a causal part without saying it is the only or sufficient cause. Compare the writer’s intended relation, the grammatical structure that follows, the level of commitment, and the likely reader inference. If a substitution changes any of those, the substitution changes meaning.

9. result in versus be associated with

result in and be associated with may occur in sentences about the same topic, but they should not be treated as decorative substitutes. result in is used when it focuses on the outcome that follows from a causal antecedent. be associated with is used when it states that two variables or conditions occur in a patterned relationship without itself assigning causal direction. Compare the writer’s intended relation, the grammatical structure that follows, the level of commitment, and the likely reader inference. If a substitution changes any of those, the substitution changes meaning.

10. contribute to versus be associated with

contribute to and be associated with may occur in sentences about the same topic, but they should not be treated as decorative substitutes. contribute to is used when it claims that a factor plays a causal part without saying it is the only or sufficient cause. be associated with is used when it states that two variables or conditions occur in a patterned relationship without itself assigning causal direction. Compare the writer’s intended relation, the grammatical structure that follows, the level of commitment, and the likely reader inference. If a substitution changes any of those, the substitution changes meaning.

4. Precision Laboratory: 80 Decisions

1. cause: an explanation of a science observation

In an explanation of a science observation, the first question is not whether “cause” sounds sophisticated. The question is whether the writer intends the relation that cause normally signals. What evidence rules out plausible alternatives and supports a causal interpretation? The model sentence is: “In the controlled experiment, removing the insulating layer caused the liquid to cool faster.” A nearby but less precise move is: “Students who sleep less score lower, so short sleep causes every lower score.” The repair is: “Shorter sleep was associated with lower scores in this observational sample.” Now remove cause and paraphrase the relationship in plain English. Reinsert the word only after the relationship is clear. This prevents vocabulary from becoming a layer pasted onto weak reasoning and makes reader expectation visible during revision.

2. lead to: a history paragraph comparing events

In a history paragraph comparing events, the first question is not whether “lead to” sounds sophisticated. The question is whether the writer intends the relation that lead to normally signals. Am I claiming a causal path or only that one event came first? The model sentence is: “Repeated exposure to salt water can lead to corrosion of unprotected metal.” A nearby but less precise move is: “The meeting came first and led to sunset.” The repair is: “The meeting ended before sunset.” For retrieval practice, cover the model and rebuild it from the intended meaning. Then invent a second sentence on a different subject. The second sentence is the real test because it shows whether the learner controls the function rather than remembers the example.

3. result in: a school report describing an outcome

In a school report describing an outcome, the first question is not whether “result in” sounds sophisticated. The question is whether the writer intends the relation that result in normally signals. Which side is the cause and which side is the outcome? The model sentence is: “A blocked filter can result in reduced airflow.” A nearby but less precise move is: “Reduced airflow results in a blocked filter, when the blockage is the cause.” The repair is: “A blocked filter can result in reduced airflow.” During editing, check agency before checking elegance. A sentence can be fluent and still make the wrong claim. The safest revision is the smallest change that restores the intended relation while preserving the rest of the writer’s meaning.

4. contribute to: a persuasive essay about a policy

In a persuasive essay about a policy, the first question is not whether “contribute to” sounds sophisticated. The question is whether the writer intends the relation that contribute to normally signals. Do I have evidence for a partial causal role? The model sentence is: “Poor drainage can contribute to soil erosion during heavy rain.” A nearby but less precise move is: “A single survey found a relationship, so screen time contributed to the outcome.” The repair is: “Screen time was associated with the outcome in the survey.” Ask a peer to predict what the sentence commits the writer to. If the prediction is stronger, weaker or simply different from the intended claim, change the connector or construction. Reader interpretation is evidence about whether the vocabulary is doing its job.

5. be associated with: a reflective paragraph about study habits

In a reflective paragraph about study habits, the first question is not whether “be associated with” sounds sophisticated. The question is whether the writer intends the relation that be associated with normally signals. Would the evidence still support the sentence if the causal direction were unknown? The model sentence is: “Higher reported stress was associated with shorter reported sleep in the survey.” A nearby but less precise move is: “Higher reported stress caused shorter sleep in the survey.” The repair is: “Higher reported stress was associated with shorter reported sleep in the survey.” Finally, compare the sentence with a version using a simpler expression. Keep be associated with only when it adds a useful distinction. This protects the article’s central principle: precise vocabulary is vocabulary that earns its place.

6. cause: a set of instructions for a group task

In a set of instructions for a group task, the first question is not whether “cause” sounds sophisticated. The question is whether the writer intends the relation that cause normally signals. What evidence rules out plausible alternatives and supports a causal interpretation? The model sentence is: “In the controlled experiment, removing the insulating layer caused the liquid to cool faster.” A nearby but less precise move is: “Students who sleep less score lower, so short sleep causes every lower score.” The repair is: “Shorter sleep was associated with lower scores in this observational sample.” Read the three versions aloud. Then name the difference in recoverability of meaning. If the learner can only say that one version “sounds better”, repeat the exercise until the learner can state the logical difference. Precision becomes transferable when the explanation is explicit.

7. lead to: a data commentary describing a graph

In a data commentary describing a graph, the first question is not whether “lead to” sounds sophisticated. The question is whether the writer intends the relation that lead to normally signals. Am I claiming a causal path or only that one event came first? The model sentence is: “Repeated exposure to salt water can lead to corrosion of unprotected metal.” A nearby but less precise move is: “The meeting came first and led to sunset.” The repair is: “The meeting ended before sunset.” Now remove lead to and paraphrase the relationship in plain English. Reinsert the word only after the relationship is clear. This prevents vocabulary from becoming a layer pasted onto weak reasoning and makes logical direction visible during revision.

8. result in: a news-style summary of an event

In a news-style summary of an event, the first question is not whether “result in” sounds sophisticated. The question is whether the writer intends the relation that result in normally signals. Which side is the cause and which side is the outcome? The model sentence is: “A blocked filter can result in reduced airflow.” A nearby but less precise move is: “Reduced airflow results in a blocked filter, when the blockage is the cause.” The repair is: “A blocked filter can result in reduced airflow.” For retrieval practice, cover the model and rebuild it from the intended meaning. Then invent a second sentence on a different subject. The second sentence is the real test because it shows whether the learner controls the function rather than remembers the example.

9. contribute to: a parent-teacher note about progress

In a parent-teacher note about progress, the first question is not whether “contribute to” sounds sophisticated. The question is whether the writer intends the relation that contribute to normally signals. Do I have evidence for a partial causal role? The model sentence is: “Poor drainage can contribute to soil erosion during heavy rain.” A nearby but less precise move is: “A single survey found a relationship, so screen time contributed to the outcome.” The repair is: “Screen time was associated with the outcome in the survey.” During editing, check evidence before checking elegance. A sentence can be fluent and still make the wrong claim. The safest revision is the smallest change that restores the intended relation while preserving the rest of the writer’s meaning.

10. be associated with: a project evaluation with strengths and limitations

In a project evaluation with strengths and limitations, the first question is not whether “be associated with” sounds sophisticated. The question is whether the writer intends the relation that be associated with normally signals. Would the evidence still support the sentence if the causal direction were unknown? The model sentence is: “Higher reported stress was associated with shorter reported sleep in the survey.” A nearby but less precise move is: “Higher reported stress caused shorter sleep in the survey.” The repair is: “Higher reported stress was associated with shorter reported sleep in the survey.” Ask a peer to predict what the sentence commits the writer to. If the prediction is stronger, weaker or simply different from the intended claim, change the connector or construction. Reader interpretation is evidence about whether the vocabulary is doing its job.

11. cause: a narrative sentence explaining a character’s decision

In a narrative sentence explaining a character’s decision, the first question is not whether “cause” sounds sophisticated. The question is whether the writer intends the relation that cause normally signals. What evidence rules out plausible alternatives and supports a causal interpretation? The model sentence is: “In the controlled experiment, removing the insulating layer caused the liquid to cool faster.” A nearby but less precise move is: “Students who sleep less score lower, so short sleep causes every lower score.” The repair is: “Shorter sleep was associated with lower scores in this observational sample.” Finally, compare the sentence with a version using a simpler expression. Keep cause only when it adds a useful distinction. This protects the article’s central principle: precise vocabulary is vocabulary that earns its place.

12. lead to: a comprehension answer that must stay close to evidence

In a comprehension answer that must stay close to evidence, the first question is not whether “lead to” sounds sophisticated. The question is whether the writer intends the relation that lead to normally signals. Am I claiming a causal path or only that one event came first? The model sentence is: “Repeated exposure to salt water can lead to corrosion of unprotected metal.” A nearby but less precise move is: “The meeting came first and led to sunset.” The repair is: “The meeting ended before sunset.” Read the three versions aloud. Then name the difference in cohesion. If the learner can only say that one version “sounds better”, repeat the exercise until the learner can state the logical difference. Precision becomes transferable when the explanation is explicit.

13. result in: a mathematics explanation of a method

In a mathematics explanation of a method, the first question is not whether “result in” sounds sophisticated. The question is whether the writer intends the relation that result in normally signals. Which side is the cause and which side is the outcome? The model sentence is: “A blocked filter can result in reduced airflow.” A nearby but less precise move is: “Reduced airflow results in a blocked filter, when the blockage is the cause.” The repair is: “A blocked filter can result in reduced airflow.” Now remove result in and paraphrase the relationship in plain English. Reinsert the word only after the relationship is clear. This prevents vocabulary from becoming a layer pasted onto weak reasoning and makes difference between fact and inference visible during revision.

14. contribute to: a geography paragraph about an environmental change

In a geography paragraph about an environmental change, the first question is not whether “contribute to” sounds sophisticated. The question is whether the writer intends the relation that contribute to normally signals. Do I have evidence for a partial causal role? The model sentence is: “Poor drainage can contribute to soil erosion during heavy rain.” A nearby but less precise move is: “A single survey found a relationship, so screen time contributed to the outcome.” The repair is: “Screen time was associated with the outcome in the survey.” For retrieval practice, cover the model and rebuild it from the intended meaning. Then invent a second sentence on a different subject. The second sentence is the real test because it shows whether the learner controls the function rather than remembers the example.

15. be associated with: a literature response about motive and consequence

In a literature response about motive and consequence, the first question is not whether “be associated with” sounds sophisticated. The question is whether the writer intends the relation that be associated with normally signals. Would the evidence still support the sentence if the causal direction were unknown? The model sentence is: “Higher reported stress was associated with shorter reported sleep in the survey.” A nearby but less precise move is: “Higher reported stress caused shorter sleep in the survey.” The repair is: “Higher reported stress was associated with shorter reported sleep in the survey.” During editing, check punctuation before checking elegance. A sentence can be fluent and still make the wrong claim. The safest revision is the smallest change that restores the intended relation while preserving the rest of the writer’s meaning.

16. cause: a speech that must sound clear rather than inflated

In a speech that must sound clear rather than inflated, the first question is not whether “cause” sounds sophisticated. The question is whether the writer intends the relation that cause normally signals. What evidence rules out plausible alternatives and supports a causal interpretation? The model sentence is: “In the controlled experiment, removing the insulating layer caused the liquid to cool faster.” A nearby but less precise move is: “Students who sleep less score lower, so short sleep causes every lower score.” The repair is: “Shorter sleep was associated with lower scores in this observational sample.” Ask a peer to predict what the sentence commits the writer to. If the prediction is stronger, weaker or simply different from the intended claim, change the connector or construction. Reader interpretation is evidence about whether the vocabulary is doing its job.

17. lead to: a research summary separating evidence from interpretation

In a research summary separating evidence from interpretation, the first question is not whether “lead to” sounds sophisticated. The question is whether the writer intends the relation that lead to normally signals. Am I claiming a causal path or only that one event came first? The model sentence is: “Repeated exposure to salt water can lead to corrosion of unprotected metal.” A nearby but less precise move is: “The meeting came first and led to sunset.” The repair is: “The meeting ended before sunset.” Finally, compare the sentence with a version using a simpler expression. Keep lead to only when it adds a useful distinction. This protects the article’s central principle: precise vocabulary is vocabulary that earns its place.

18. result in: a laboratory report describing observations and conclusions

In a laboratory report describing observations and conclusions, the first question is not whether “result in” sounds sophisticated. The question is whether the writer intends the relation that result in normally signals. Which side is the cause and which side is the outcome? The model sentence is: “A blocked filter can result in reduced airflow.” A nearby but less precise move is: “Reduced airflow results in a blocked filter, when the blockage is the cause.” The repair is: “A blocked filter can result in reduced airflow.” Read the three versions aloud. Then name the difference in tone. If the learner can only say that one version “sounds better”, repeat the exercise until the learner can state the logical difference. Precision becomes transferable when the explanation is explicit.

19. contribute to: a business memo explaining a decision

In a business memo explaining a decision, the first question is not whether “contribute to” sounds sophisticated. The question is whether the writer intends the relation that contribute to normally signals. Do I have evidence for a partial causal role? The model sentence is: “Poor drainage can contribute to soil erosion during heavy rain.” A nearby but less precise move is: “A single survey found a relationship, so screen time contributed to the outcome.” The repair is: “Screen time was associated with the outcome in the survey.” Now remove contribute to and paraphrase the relationship in plain English. Reinsert the word only after the relationship is clear. This prevents vocabulary from becoming a layer pasted onto weak reasoning and makes precision visible during revision.

20. be associated with: a public-information notice

In a public-information notice, the first question is not whether “be associated with” sounds sophisticated. The question is whether the writer intends the relation that be associated with normally signals. Would the evidence still support the sentence if the causal direction were unknown? The model sentence is: “Higher reported stress was associated with shorter reported sleep in the survey.” A nearby but less precise move is: “Higher reported stress caused shorter sleep in the survey.” The repair is: “Higher reported stress was associated with shorter reported sleep in the survey.” For retrieval practice, cover the model and rebuild it from the intended meaning. Then invent a second sentence on a different subject. The second sentence is the real test because it shows whether the learner controls the function rather than remembers the example.

21. cause: a comparison between two strategies

In a comparison between two strategies, the first question is not whether “cause” sounds sophisticated. The question is whether the writer intends the relation that cause normally signals. What evidence rules out plausible alternatives and supports a causal interpretation? The model sentence is: “In the controlled experiment, removing the insulating layer caused the liquid to cool faster.” A nearby but less precise move is: “Students who sleep less score lower, so short sleep causes every lower score.” The repair is: “Shorter sleep was associated with lower scores in this observational sample.” During editing, check reader expectation before checking elegance. A sentence can be fluent and still make the wrong claim. The safest revision is the smallest change that restores the intended relation while preserving the rest of the writer’s meaning.

22. lead to: a personal statement describing a choice

In a personal statement describing a choice, the first question is not whether “lead to” sounds sophisticated. The question is whether the writer intends the relation that lead to normally signals. Am I claiming a causal path or only that one event came first? The model sentence is: “Repeated exposure to salt water can lead to corrosion of unprotected metal.” A nearby but less precise move is: “The meeting came first and led to sunset.” The repair is: “The meeting ended before sunset.” Ask a peer to predict what the sentence commits the writer to. If the prediction is stronger, weaker or simply different from the intended claim, change the connector or construction. Reader interpretation is evidence about whether the vocabulary is doing its job.

23. result in: an argumentative paragraph with a counterpoint

In an argumentative paragraph with a counterpoint, the first question is not whether “result in” sounds sophisticated. The question is whether the writer intends the relation that result in normally signals. Which side is the cause and which side is the outcome? The model sentence is: “A blocked filter can result in reduced airflow.” A nearby but less precise move is: “Reduced airflow results in a blocked filter, when the blockage is the cause.” The repair is: “A blocked filter can result in reduced airflow.” Finally, compare the sentence with a version using a simpler expression. Keep result in only when it adds a useful distinction. This protects the article’s central principle: precise vocabulary is vocabulary that earns its place.

24. contribute to: a revision note written for a future self

In a revision note written for a future self, the first question is not whether “contribute to” sounds sophisticated. The question is whether the writer intends the relation that contribute to normally signals. Do I have evidence for a partial causal role? The model sentence is: “Poor drainage can contribute to soil erosion during heavy rain.” A nearby but less precise move is: “A single survey found a relationship, so screen time contributed to the outcome.” The repair is: “Screen time was associated with the outcome in the survey.” Read the three versions aloud. Then name the difference in parallel structure. If the learner can only say that one version “sounds better”, repeat the exercise until the learner can state the logical difference. Precision becomes transferable when the explanation is explicit.

25. be associated with: a classroom discussion where several explanations are possible

In a classroom discussion where several explanations are possible, the first question is not whether “be associated with” sounds sophisticated. The question is whether the writer intends the relation that be associated with normally signals. Would the evidence still support the sentence if the causal direction were unknown? The model sentence is: “Higher reported stress was associated with shorter reported sleep in the survey.” A nearby but less precise move is: “Higher reported stress caused shorter sleep in the survey.” The repair is: “Higher reported stress was associated with shorter reported sleep in the survey.” Now remove be associated with and paraphrase the relationship in plain English. Reinsert the word only after the relationship is clear. This prevents vocabulary from becoming a layer pasted onto weak reasoning and makes sentence rhythm visible during revision.

26. cause: a short answer where every word has to earn its place

In a short answer where every word has to earn its place, the first question is not whether “cause” sounds sophisticated. The question is whether the writer intends the relation that cause normally signals. What evidence rules out plausible alternatives and supports a causal interpretation? The model sentence is: “In the controlled experiment, removing the insulating layer caused the liquid to cool faster.” A nearby but less precise move is: “Students who sleep less score lower, so short sleep causes every lower score.” The repair is: “Shorter sleep was associated with lower scores in this observational sample.” For retrieval practice, cover the model and rebuild it from the intended meaning. Then invent a second sentence on a different subject. The second sentence is the real test because it shows whether the learner controls the function rather than remembers the example.

27. lead to: a long-form essay where transitions control logic

In a long-form essay where transitions control logic, the first question is not whether “lead to” sounds sophisticated. The question is whether the writer intends the relation that lead to normally signals. Am I claiming a causal path or only that one event came first? The model sentence is: “Repeated exposure to salt water can lead to corrosion of unprotected metal.” A nearby but less precise move is: “The meeting came first and led to sunset.” The repair is: “The meeting ended before sunset.” During editing, check logical direction before checking elegance. A sentence can be fluent and still make the wrong claim. The safest revision is the smallest change that restores the intended relation while preserving the rest of the writer’s meaning.

28. result in: a caption that must be precise despite its brevity

In a caption that must be precise despite its brevity, the first question is not whether “result in” sounds sophisticated. The question is whether the writer intends the relation that result in normally signals. Which side is the cause and which side is the outcome? The model sentence is: “A blocked filter can result in reduced airflow.” A nearby but less precise move is: “Reduced airflow results in a blocked filter, when the blockage is the cause.” The repair is: “A blocked filter can result in reduced airflow.” Ask a peer to predict what the sentence commits the writer to. If the prediction is stronger, weaker or simply different from the intended claim, change the connector or construction. Reader interpretation is evidence about whether the vocabulary is doing its job.

29. contribute to: a problem-solution paragraph

In a problem-solution paragraph, the first question is not whether “contribute to” sounds sophisticated. The question is whether the writer intends the relation that contribute to normally signals. Do I have evidence for a partial causal role? The model sentence is: “Poor drainage can contribute to soil erosion during heavy rain.” A nearby but less precise move is: “A single survey found a relationship, so screen time contributed to the outcome.” The repair is: “Screen time was associated with the outcome in the survey.” Finally, compare the sentence with a version using a simpler expression. Keep contribute to only when it adds a useful distinction. This protects the article’s central principle: precise vocabulary is vocabulary that earns its place.

30. be associated with: an oral response produced under time pressure

In an oral response produced under time pressure, the first question is not whether “be associated with” sounds sophisticated. The question is whether the writer intends the relation that be associated with normally signals. Would the evidence still support the sentence if the causal direction were unknown? The model sentence is: “Higher reported stress was associated with shorter reported sleep in the survey.” A nearby but less precise move is: “Higher reported stress caused shorter sleep in the survey.” The repair is: “Higher reported stress was associated with shorter reported sleep in the survey.” Read the three versions aloud. Then name the difference in degree. If the learner can only say that one version “sounds better”, repeat the exercise until the learner can state the logical difference. Precision becomes transferable when the explanation is explicit.

31. cause: an explanation of a science observation

32. lead to: a history paragraph comparing events

33. result in: a school report describing an outcome

In a school report describing an outcome, the first question is not whether “result in” sounds sophisticated. The question is whether the writer intends the relation that result in normally signals. Which side is the cause and which side is the outcome? The model sentence is: “A blocked filter can result in reduced airflow.” A nearby but less precise move is: “Reduced airflow results in a blocked filter, when the blockage is the cause.” The repair is: “A blocked filter can result in reduced airflow.” During editing, check difference between fact and inference before checking elegance. A sentence can be fluent and still make the wrong claim. The safest revision is the smallest change that restores the intended relation while preserving the rest of the writer’s meaning.

34. contribute to: a persuasive essay about a policy

35. be associated with: a reflective paragraph about study habits

36. cause: a set of instructions for a group task

In a set of instructions for a group task, the first question is not whether “cause” sounds sophisticated. The question is whether the writer intends the relation that cause normally signals. What evidence rules out plausible alternatives and supports a causal interpretation? The model sentence is: “In the controlled experiment, removing the insulating layer caused the liquid to cool faster.” A nearby but less precise move is: “Students who sleep less score lower, so short sleep causes every lower score.” The repair is: “Shorter sleep was associated with lower scores in this observational sample.” Read the three versions aloud. Then name the difference in time sequence. If the learner can only say that one version “sounds better”, repeat the exercise until the learner can state the logical difference. Precision becomes transferable when the explanation is explicit.

37. lead to: a data commentary describing a graph

38. result in: a news-style summary of an event

39. contribute to: a parent-teacher note about progress

In a parent-teacher note about progress, the first question is not whether “contribute to” sounds sophisticated. The question is whether the writer intends the relation that contribute to normally signals. Do I have evidence for a partial causal role? The model sentence is: “Poor drainage can contribute to soil erosion during heavy rain.” A nearby but less precise move is: “A single survey found a relationship, so screen time contributed to the outcome.” The repair is: “Screen time was associated with the outcome in the survey.” During editing, check precision before checking elegance. A sentence can be fluent and still make the wrong claim. The safest revision is the smallest change that restores the intended relation while preserving the rest of the writer’s meaning.

40. be associated with: a project evaluation with strengths and limitations

41. cause: a narrative sentence explaining a character’s decision

42. lead to: a comprehension answer that must stay close to evidence

In a comprehension answer that must stay close to evidence, the first question is not whether “lead to” sounds sophisticated. The question is whether the writer intends the relation that lead to normally signals. Am I claiming a causal path or only that one event came first? The model sentence is: “Repeated exposure to salt water can lead to corrosion of unprotected metal.” A nearby but less precise move is: “The meeting came first and led to sunset.” The repair is: “The meeting ended before sunset.” Read the three versions aloud. Then name the difference in scope. If the learner can only say that one version “sounds better”, repeat the exercise until the learner can state the logical difference. Precision becomes transferable when the explanation is explicit.

43. result in: a mathematics explanation of a method

44. contribute to: a geography paragraph about an environmental change

45. be associated with: a literature response about motive and consequence

In a literature response about motive and consequence, the first question is not whether “be associated with” sounds sophisticated. The question is whether the writer intends the relation that be associated with normally signals. Would the evidence still support the sentence if the causal direction were unknown? The model sentence is: “Higher reported stress was associated with shorter reported sleep in the survey.” A nearby but less precise move is: “Higher reported stress caused shorter sleep in the survey.” The repair is: “Higher reported stress was associated with shorter reported sleep in the survey.” During editing, check sentence rhythm before checking elegance. A sentence can be fluent and still make the wrong claim. The safest revision is the smallest change that restores the intended relation while preserving the rest of the writer’s meaning.

46. cause: a speech that must sound clear rather than inflated

47. lead to: a research summary separating evidence from interpretation

48. result in: a laboratory report describing observations and conclusions

In a laboratory report describing observations and conclusions, the first question is not whether “result in” sounds sophisticated. The question is whether the writer intends the relation that result in normally signals. Which side is the cause and which side is the outcome? The model sentence is: “A blocked filter can result in reduced airflow.” A nearby but less precise move is: “Reduced airflow results in a blocked filter, when the blockage is the cause.” The repair is: “A blocked filter can result in reduced airflow.” Read the three versions aloud. Then name the difference in register. If the learner can only say that one version “sounds better”, repeat the exercise until the learner can state the logical difference. Precision becomes transferable when the explanation is explicit.

49. contribute to: a business memo explaining a decision

50. be associated with: a public-information notice

51. cause: a comparison between two strategies

In a comparison between two strategies, the first question is not whether “cause” sounds sophisticated. The question is whether the writer intends the relation that cause normally signals. What evidence rules out plausible alternatives and supports a causal interpretation? The model sentence is: “In the controlled experiment, removing the insulating layer caused the liquid to cool faster.” A nearby but less precise move is: “Students who sleep less score lower, so short sleep causes every lower score.” The repair is: “Shorter sleep was associated with lower scores in this observational sample.” During editing, check ambiguity before checking elegance. A sentence can be fluent and still make the wrong claim. The safest revision is the smallest change that restores the intended relation while preserving the rest of the writer’s meaning.

52. lead to: a personal statement describing a choice

53. result in: an argumentative paragraph with a counterpoint

54. contribute to: a revision note written for a future self

In a revision note written for a future self, the first question is not whether “contribute to” sounds sophisticated. The question is whether the writer intends the relation that contribute to normally signals. Do I have evidence for a partial causal role? The model sentence is: “Poor drainage can contribute to soil erosion during heavy rain.” A nearby but less precise move is: “A single survey found a relationship, so screen time contributed to the outcome.” The repair is: “Screen time was associated with the outcome in the survey.” Read the three versions aloud. Then name the difference in strength of claim. If the learner can only say that one version “sounds better”, repeat the exercise until the learner can state the logical difference. Precision becomes transferable when the explanation is explicit.

55. be associated with: a classroom discussion where several explanations are possible

56. cause: a short answer where every word has to earn its place

57. lead to: a long-form essay where transitions control logic

In a long-form essay where transitions control logic, the first question is not whether “lead to” sounds sophisticated. The question is whether the writer intends the relation that lead to normally signals. Am I claiming a causal path or only that one event came first? The model sentence is: “Repeated exposure to salt water can lead to corrosion of unprotected metal.” A nearby but less precise move is: “The meeting came first and led to sunset.” The repair is: “The meeting ended before sunset.” During editing, check causal overclaiming before checking elegance. A sentence can be fluent and still make the wrong claim. The safest revision is the smallest change that restores the intended relation while preserving the rest of the writer’s meaning.

58. result in: a caption that must be precise despite its brevity

59. contribute to: a problem-solution paragraph

60. be associated with: an oral response produced under time pressure

In an oral response produced under time pressure, the first question is not whether “be associated with” sounds sophisticated. The question is whether the writer intends the relation that be associated with normally signals. Would the evidence still support the sentence if the causal direction were unknown? The model sentence is: “Higher reported stress was associated with shorter reported sleep in the survey.” A nearby but less precise move is: “Higher reported stress caused shorter sleep in the survey.” The repair is: “Higher reported stress was associated with shorter reported sleep in the survey.” Read the three versions aloud. Then name the difference in grammar. If the learner can only say that one version “sounds better”, repeat the exercise until the learner can state the logical difference. Precision becomes transferable when the explanation is explicit.

61. cause: an explanation of a science observation

62. lead to: a history paragraph comparing events

63. result in: a school report describing an outcome

64. contribute to: a persuasive essay about a policy

65. be associated with: a reflective paragraph about study habits

66. cause: a set of instructions for a group task

67. lead to: a data commentary describing a graph

68. result in: a news-style summary of an event

69. contribute to: a parent-teacher note about progress

70. be associated with: a project evaluation with strengths and limitations

71. cause: a narrative sentence explaining a character’s decision

72. lead to: a comprehension answer that must stay close to evidence

73. result in: a mathematics explanation of a method

74. contribute to: a geography paragraph about an environmental change

75. be associated with: a literature response about motive and consequence

76. cause: a speech that must sound clear rather than inflated

77. lead to: a research summary separating evidence from interpretation

78. result in: a laboratory report describing observations and conclusions

79. contribute to: a business memo explaining a decision

80. be associated with: a public-information notice

5. Genre Transfer

1. academic essay

In a academic essay, cause should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It makes a direct causal claim that the factor helps produce the outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether cause still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

2. science report

In a science report, lead to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It presents an antecedent as producing or bringing about a later outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether lead to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

3. history essay

In a history essay, result in should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It focuses on the outcome that follows from a causal antecedent. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether result in still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

4. geography response

In a geography response, contribute to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It claims that a factor plays a causal part without saying it is the only or sufficient cause. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether contribute to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

5. literature analysis

In a literature analysis, be associated with should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It states that two variables or conditions occur in a patterned relationship without itself assigning causal direction. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether be associated with still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

6. comprehension answer

In a comprehension answer, cause should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It makes a direct causal claim that the factor helps produce the outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether cause still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

7. reflective writing

In a reflective writing, lead to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It presents an antecedent as producing or bringing about a later outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether lead to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

8. creative writing

In a creative writing, result in should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It focuses on the outcome that follows from a causal antecedent. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether result in still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

9. business memo

In a business memo, contribute to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It claims that a factor plays a causal part without saying it is the only or sufficient cause. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether contribute to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

10. formal email

In a formal email, be associated with should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It states that two variables or conditions occur in a patterned relationship without itself assigning causal direction. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether be associated with still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

11. speech

In a speech, cause should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It makes a direct causal claim that the factor helps produce the outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether cause still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

12. oral presentation

In a oral presentation, lead to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It presents an antecedent as producing or bringing about a later outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether lead to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

13. instructions

In a instructions, result in should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It focuses on the outcome that follows from a causal antecedent. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether result in still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

14. policy note

In a policy note, contribute to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It claims that a factor plays a causal part without saying it is the only or sufficient cause. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether contribute to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

15. news summary

In a news summary, be associated with should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It states that two variables or conditions occur in a patterned relationship without itself assigning causal direction. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether be associated with still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

16. data commentary

In a data commentary, cause should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It makes a direct causal claim that the factor helps produce the outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether cause still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

17. project evaluation

In a project evaluation, lead to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It presents an antecedent as producing or bringing about a later outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether lead to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

18. research abstract

In a research abstract, result in should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It focuses on the outcome that follows from a causal antecedent. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether result in still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

19. lesson reflection

In a lesson reflection, contribute to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It claims that a factor plays a causal part without saying it is the only or sufficient cause. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether contribute to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

20. study notes

In a study notes, be associated with should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It states that two variables or conditions occur in a patterned relationship without itself assigning causal direction. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether be associated with still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

21. parent communication

In a parent communication, cause should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It makes a direct causal claim that the factor helps produce the outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether cause still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

22. peer feedback

In a peer feedback, lead to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It presents an antecedent as producing or bringing about a later outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether lead to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

23. application essay

In a application essay, result in should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It focuses on the outcome that follows from a causal antecedent. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether result in still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

24. exam response

In a exam response, contribute to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It claims that a factor plays a causal part without saying it is the only or sufficient cause. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether contribute to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

25. technical explanation

In a technical explanation, be associated with should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It states that two variables or conditions occur in a patterned relationship without itself assigning causal direction. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether be associated with still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

26. public notice

In a public notice, cause should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It makes a direct causal claim that the factor helps produce the outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether cause still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

27. comparison review

In a comparison review, lead to should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It presents an antecedent as producing or bringing about a later outcome. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether lead to still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

28. problem-solution essay

In a problem-solution essay, result in should be chosen for function rather than prestige. The writer first identifies the relation between the two ideas, then checks grammar, evidence and register. It focuses on the outcome that follows from a causal antecedent. A useful revision routine is to underline the two ideas being connected, paraphrase the relationship without the target expression, and then decide whether result in still fits. This slows the decision just enough to expose hidden assumptions without making writing mechanical.

6. Error Clinic

1. Diagnose before correcting

A common error with result in is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test logical direction. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare result in with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

2. Diagnose before correcting

A common error with be associated with is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test strength of claim. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare be associated with with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

3. Diagnose before correcting

A common error with lead to is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test reader expectation. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare lead to with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

4. Diagnose before correcting

A common error with contribute to is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test register. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare contribute to with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

5. Diagnose before correcting

A common error with cause is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test punctuation. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare cause with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

6. Diagnose before correcting

A common error with result in is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test scope. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare result in with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

7. Diagnose before correcting

A common error with be associated with is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test evidence. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare be associated with with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

8. Diagnose before correcting

A common error with lead to is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test time sequence. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare lead to with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

9. Diagnose before correcting

A common error with contribute to is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test agency. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare contribute to with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

10. Diagnose before correcting

A common error with cause is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test degree. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare cause with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

11. Diagnose before correcting

A common error with result in is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test causal overclaiming. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare result in with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

12. Diagnose before correcting

A common error with be associated with is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test parallel structure. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare be associated with with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

13. Diagnose before correcting

A common error with lead to is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test ambiguity. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare lead to with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

14. Diagnose before correcting

A common error with contribute to is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test tone. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare contribute to with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

15. Diagnose before correcting

A common error with cause is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test sentence rhythm. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare cause with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

16. Diagnose before correcting

A common error with result in is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test cohesion. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare result in with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

17. Diagnose before correcting

A common error with be associated with is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test precision. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare be associated with with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

18. Diagnose before correcting

A common error with lead to is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test recoverability of meaning. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare lead to with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

19. Diagnose before correcting

A common error with contribute to is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test difference between fact and inference. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare contribute to with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

20. Diagnose before correcting

A common error with cause is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test grammar. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare cause with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree.

21. Diagnose before correcting

22. Diagnose before correcting

23. Diagnose before correcting

24. Diagnose before correcting

25. Diagnose before correcting

26. Diagnose before correcting

27. Diagnose before correcting

A common error with be associated with is to correct the surface form before identifying the intended relation. Start by asking what the writer wants the reader to infer. Then test evidence. Use this sequence: state the intended meaning in plain language; identify the grammatical unit that follows; compare be associated with with its nearest alternative; revise; reread the whole paragraph. The target is not a locally grammatical sentence that damages the paragraph’s logic. It is a sentence whose wording, evidence and surrounding claims agree. Second-pass test: name one plausible confounder or alternative causal path before accepting the stronger wording.

28. Diagnose before correcting

29. Diagnose before correcting

30. Diagnose before correcting

7. Retrieval Workbook

1. Rebuild the relation

Prompt: in a parent-teacher note about progress, create a sentence that genuinely requires result in. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

2. Rebuild the relation

Prompt: in a project evaluation with strengths and limitations, create a sentence that genuinely requires contribute to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

3. Rebuild the relation

Prompt: in a narrative sentence explaining a character’s decision, create a sentence that genuinely requires be associated with. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

4. Rebuild the relation

Prompt: in a comprehension answer that must stay close to evidence, create a sentence that genuinely requires cause. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

5. Rebuild the relation

Prompt: in a mathematics explanation of a method, create a sentence that genuinely requires lead to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

6. Rebuild the relation

Prompt: in a geography paragraph about an environmental change, create a sentence that genuinely requires result in. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

7. Rebuild the relation

Prompt: in a literature response about motive and consequence, create a sentence that genuinely requires contribute to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

8. Rebuild the relation

Prompt: in a speech that must sound clear rather than inflated, create a sentence that genuinely requires be associated with. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

9. Rebuild the relation

Prompt: in a research summary separating evidence from interpretation, create a sentence that genuinely requires cause. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

10. Rebuild the relation

Prompt: in a laboratory report describing observations and conclusions, create a sentence that genuinely requires lead to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

11. Rebuild the relation

Prompt: in a business memo explaining a decision, create a sentence that genuinely requires result in. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

12. Rebuild the relation

Prompt: in a public-information notice, create a sentence that genuinely requires contribute to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

13. Rebuild the relation

Prompt: in a comparison between two strategies, create a sentence that genuinely requires be associated with. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

14. Rebuild the relation

Prompt: in a personal statement describing a choice, create a sentence that genuinely requires cause. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

15. Rebuild the relation

Prompt: in an argumentative paragraph with a counterpoint, create a sentence that genuinely requires lead to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

16. Rebuild the relation

Prompt: in a revision note written for a future self, create a sentence that genuinely requires result in. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

17. Rebuild the relation

Prompt: in a classroom discussion where several explanations are possible, create a sentence that genuinely requires contribute to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

18. Rebuild the relation

Prompt: in a short answer where every word has to earn its place, create a sentence that genuinely requires be associated with. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

19. Rebuild the relation

Prompt: in a long-form essay where transitions control logic, create a sentence that genuinely requires cause. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

20. Rebuild the relation

Prompt: in a caption that must be precise despite its brevity, create a sentence that genuinely requires lead to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

21. Rebuild the relation

Prompt: in a problem-solution paragraph, create a sentence that genuinely requires result in. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

22. Rebuild the relation

Prompt: in an oral response produced under time pressure, create a sentence that genuinely requires contribute to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

23. Rebuild the relation

Prompt: in an explanation of a science observation, create a sentence that genuinely requires be associated with. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

24. Rebuild the relation

Prompt: in a history paragraph comparing events, create a sentence that genuinely requires cause. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

25. Rebuild the relation

Prompt: in a school report describing an outcome, create a sentence that genuinely requires lead to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

26. Rebuild the relation

Prompt: in a persuasive essay about a policy, create a sentence that genuinely requires result in. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

27. Rebuild the relation

Prompt: in a reflective paragraph about study habits, create a sentence that genuinely requires contribute to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

28. Rebuild the relation

Prompt: in a set of instructions for a group task, create a sentence that genuinely requires be associated with. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

29. Rebuild the relation

Prompt: in a data commentary describing a graph, create a sentence that genuinely requires cause. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

30. Rebuild the relation

Prompt: in a news-style summary of an event, create a sentence that genuinely requires lead to. Then replace it with the nearest alternative and explain what changes. Use four labels in the answer: intended relation, grammar, claim strength and reader inference. If nothing changes, either the examples are too vague or the distinction has not been learned yet. Finish by writing a third sentence on an unrelated topic so that the same function survives a context change.

8. Teaching and Independent Practice

For a learner, five minutes of daily contrast is more useful than copying long synonym lists. Choose one target form, one near neighbour and one sentence from real reading. Predict why the writer chose the form, test a replacement, and record the difference. Revisit the item after a day, a week and several weeks. The retrieval interval is less important than the requirement to explain the distinction again rather than merely recognise the word.

For a teacher or parent, avoid asking only “What does this word mean?” Ask “What would change if we replaced it?” and “What evidence in the sentence licenses that choice?” Those questions move vocabulary from definition to control. They also reveal whether a learner is confusing grammar, logic and register.

For writing practice, collect ten authentic sentences from the learner’s own work. Do not correct everything at once. Mark only the places where causal strength changes the claim. Build a small error log containing the original sentence, the intended relation, the repaired sentence and the rule. That log becomes a personalised retrieval set.

9. Further Study and Connections

For broader grammar reference, use the British Council English grammar reference and the Cambridge Dictionary grammar reference. The strongest neighbouring owners are Cause and Effect for clause-level reason/result linking, Change and Trend for describing what data actually do before explaining why, and Reporting and Attribution for preserving another source’s evidential strength. Use the series hub when the decision shifts beyond causation.

These links are not a substitute for deciding. Reference material can tell a learner what a form can do; mastery appears when the learner can decide what the sentence needs, choose a form, justify it, and revise when the evidence or intended meaning changes.

10. Final Checklist

1. What relationship am I claiming?

Use this as a final test: 1. What relationship am I claiming? Answer by naming the intended relation, the evidence in the sentence and the nearest plausible alternative. If the difference cannot be explained clearly, revise the wording before submission.

2. What grammatical structure follows the expression?

Use this as a final test: 2. What grammatical structure follows the expression? Answer by naming the intended relation, the evidence in the sentence and the nearest plausible alternative. If the difference cannot be explained clearly, revise the wording before submission.

3. Does the choice strengthen or weaken my claim?

Use this as a final test: 3. Does the choice strengthen or weaken my claim? Answer by naming the intended relation, the evidence in the sentence and the nearest plausible alternative. If the difference cannot be explained clearly, revise the wording before submission.

4. Could a careful reader infer more than I intend?

Use this as a final test: 4. Could a careful reader infer more than I intend? Answer by naming the intended relation, the evidence in the sentence and the nearest plausible alternative. If the difference cannot be explained clearly, revise the wording before submission.

5. Am I confusing time, cause, contrast, condition, purpose or result?

Use this as a final test: 5. Am I confusing time, cause, contrast, condition, purpose or result? Answer by naming the intended relation, the evidence in the sentence and the nearest plausible alternative. If the difference cannot be explained clearly, revise the wording before submission.

6. Is a simpler form more accurate?

Use this as a final test: 6. Is a simpler form more accurate? Answer by naming the intended relation, the evidence in the sentence and the nearest plausible alternative. If the difference cannot be explained clearly, revise the wording before submission.

7. Does the evidence justify the wording?

Use this as a final test: 7. Does the evidence justify the wording? Answer by naming the intended relation, the evidence in the sentence and the nearest plausible alternative. If the difference cannot be explained clearly, revise the wording before submission.

8. Would a near synonym change the logic?

Use this as a final test: 8. Would a near synonym change the logic? Answer by naming the intended relation, the evidence in the sentence and the nearest plausible alternative. If the difference cannot be explained clearly, revise the wording before submission.

9. Can I paraphrase the relation without the target word?

Use this as a final test: 9. Can I paraphrase the relation without the target word? Answer by naming the intended relation, the evidence in the sentence and the nearest plausible alternative. If the difference cannot be explained clearly, revise the wording before submission.

10. Can I use the same function in a different context?

Use this as a final test: 10. Can I use the same function in a different context? Answer by naming the intended relation, the evidence in the sentence and the nearest plausible alternative. If the difference cannot be explained clearly, revise the wording before submission.

Closing Principle

Causal precision means matching the verb to the design, mechanism and uncertainty. Do not let a stronger verb make the evidence look stronger than it is.

How to Improve Vocabulary | Causal Strength — Cause, Lead To, Result In, Contribute To and Be Associated With Are Not the Same Claim