Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
leads changes
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "leads changes" is not correct in standard written English.
It seems to be an attempt to convey the idea of initiating or causing changes, but it lacks proper grammatical structure. Example: "The new policy leads to significant changes in the company's operations."
⚠ May contain grammatical issues
Science
News & Media
Alternative expressions(2)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
3 human-written examples
The participatory planning became recently the main pier that leads changes and development in cities.
By the addition of AuNPs to ZnO nanostructures, it leads changes in conduction and polarization mechanism, which are clearly addressed.
Science
The diagnosis of AMI was based on typical chest pain lasting more than 30 min, new Q-waves in at least two of the 12 standard leads, changes in the ECG indicating acute ischaemia or an increase in creatine kinase (CK) concentration to twice the upper limit of the normal range.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
52 human-written examples
Like lead changes.
News & Media
He was also a man who, as both producer and artist, led changes in Jamaican music.
News & Media
Novel techniques are therefore needed to lead changes at a national and international level.
News & Media
"Lead changes who we are," she says.
News & Media
Leading Change.
Science & Research
Small changes lead to larger changes lead to huge changes.
News & Media
"Record amount of lead changes.
News & Media
There were six lead changes.
News & Media
Expert writing Tips
Best practice
When intending to convey that something initiates changes, prefer using stronger verbs like "drive", "initiate", or "cause" to avoid grammatical ambiguity. For example, use "this policy drives change" rather than "this policy leads changes".
Common error
Avoid using "leads" in a way that implies direct causation without a preposition like "to". Instead of saying "technology leads changes", opt for "technology leads to changes" or, better yet, "technology drives changes" to improve clarity and grammatical correctness.
Source & Trust
83%
Authority and reliability
3.2/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "leads changes" attempts to convey causation or initiation of changes. However, it requires grammatical adjustment to fit standard English. As noted by Ludwig AI, it would be grammatically sound to add "to" to say "leads to changes".
Frequent in
Science
33%
News & Media
33%
Formal & Business
0%
Less common in
Wiki
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, while the phrase "leads changes" appears in some contexts, it is generally considered grammatically incorrect. As Ludwig AI points out, it's more appropriate to use "leads to changes" or stronger verbs like "drives", "initiates", or "causes" to express causation more clearly. The phrase is rare, appearing in both news and scientific contexts, but lacks consistent usage across authoritative sources. For improved clarity and grammatical correctness, consider using the suggested alternatives.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
drives change
Replaces "leads" with "drives", providing a more dynamic and grammatically sound expression of initiating change.
initiates changes
Substitutes "leads" with "initiates", which clearly expresses the action of starting or beginning changes.
causes changes
Uses "causes" instead of "leads" for a direct indication of creating or bringing about changes.
promotes change
Replaces "leads" with "promotes" to indicate encouragement or support of change.
facilitates change
Uses "facilitates" to highlight the act of making change easier or more likely to happen.
brings about changes
Employs a more descriptive phrase indicating the act of causing changes to occur.
gives rise to changes
Uses a more formal expression to suggest that something is the origin or cause of changes.
results in changes
Focuses on the outcome of the action, indicating that changes are a consequence.
is responsible for changes
Highlights accountability or agency in causing the changes.
catalyzes changes
Uses a more technical term to describe accelerating or initiating changes.
FAQs
What are some alternatives to the phrase "leads changes"?
Alternatives include "drives change", "initiates changes", or "causes changes". These options offer better grammatical structure and clarity.
Is "leads changes" grammatically correct?
The phrase "leads changes" is generally considered grammatically "incorrect" in standard written English. It's better to use phrases like "leads to changes" or "drives change".
How can I use "drive change" in a sentence?
You can use "drive change" in a sentence like: "The new CEO's vision is to "drive change" throughout the organization."
What's the difference between "leads changes" and "leads to changes"?
"Leads changes" is grammatically awkward and less clear. "Leads to changes" is a grammatically correct phrase that means causes or results in changes.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
3.2/5
Expert rating
Real-world application tested