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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
that over time
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "that over time" is correct and usable in written English. You can use it to indicate a gradual change or development that occurs as time passes. Example: "The project improved significantly that over time, it became a model for others." Alternative expressions include "as time goes on" and "over the years."
✓ Grammatically correct
News & Media
Science
Formal & Business
Alternative expressions(20)
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
60 human-written examples
It was an excellent, thoroughly modern environment that over time produced successful results.
News & Media
Short-term chemotherapy treatment enriches for a chemo-residual TN subpopulation that over time resumes proliferation.
Science
SS is a complex autoimmune exocrinopathy that over time often progresses to a systemic disease.
It said that "over time" it should be abolished altogether.
News & Media
Nicola Sturgeon said she believed that "over time" Prestwick could go "back to profit".
News & Media
"Consumers expect that over time, electronics get cheaper," she said.
News & Media
We made a number of changes like that over time".
News & Media
"Davutoğlu has agreed to do that over time.
News & Media
But hopefully you'll discover some of that over time.
News & Media
What happened since is that over time "people got better at the hard parts".
News & Media
Forecasters expect that over time, the popularity of tablets will eat into PC sales.
News & Media
Expert writing Tips
Best practice
Consider placing a comma before and after "over time" (e.g., "that, over time, the results...") if you wish to treat it as a parenthetical insertion for extra emphasis or better flow.
Common error
Avoid using the single word "overtime" when you mean a period of time passing. "Overtime" (one word) refers to extra hours worked beyond a standard schedule. Always use the two-word phrase "over time" to describe progression.
Source & Trust
93%
Authority and reliability
4.9/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "that over time" typically functions as a relative clause marker or a conjunction followed by a prepositional phrase. According to Ludwig AI data, it serves as a temporal bridge, linking a preceding verb or noun to a subsequent description of a dynamic process. It is frequently employed after cognitive verbs like "know", "expect", or "suspect".
Frequent in
News & Media
45%
Science
35%
Formal & Business
15%
Less common in
Informal Speech
3%
Social Media
1%
Fiction Writing
1%
Ludwig's WRAP-UP
A comprehensive review of Ludwig AI data confirms that "that over time" is a robust and indispensable phrase for describing gradual transformation. It is most effectively used in journalistic and scientific writing to qualify predictions or observations that occur incrementally. One of the most important takeaways is the distinction between the temporal phrase and the noun "overtime", which refers to work hours. Writers should be confident using this phrase to add depth and temporal clarity to their sentences, especially when dealing with data-driven or process-oriented topics. Whether used with or without parenthetical commas, the phrase remains a hallmark of clear and professional English communication.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
as time passes
Shifts focus slightly more toward the continuous movement of time itself.
gradually
A single-word adverb that emphasizes the slowness or step-by-step nature of the change.
as time goes on
A slightly more idiomatic and less formal variation of the temporal progression.
with the passage of time
A more formal and literary way to denote the same temporal development.
in the long run
Focuses on the eventual outcome after a significant period rather than the process itself.
eventually
Specifies that an end state will be reached, without necessarily focusing on the incremental steps.
progressively
Implies a steady, often increasing rate of change or development.
with time
A concise alternative that functions similarly but feels more direct.
sequentially
Emphasizes the order of events rather than the duration spent.
as years go by
More specific about the scale of time, limiting it to an annual or multi-year context.
FAQs
How do I use "that over time" in a professional email?
In professional contexts, you can use it to manage expectations about long-term goals, such as: "We anticipate "that over time" our efficiency will increase."
What is the difference between "that over time" and "that overtime"?
The phrase "over time" describes a gradual progression, whereas "overtime" is a noun or adverb referring to extra work hours. Using the latter in a temporal sense is a common spelling mistake.
Can I use "gradually" instead of "that over time"?
Yes, you can often replace it with "gradually" for brevity. For example, "I expect that it will happen over time" becomes "I expect it to happen gradually."
Should I put a comma after "that" when using "that over time"?
It is optional. Using commas (e.g., "that, over time,") makes the temporal element parenthetical and adds a pause for emphasis, which is common in "formal writing".
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
93%
Authority and reliability
4.9/5
Expert rating
Real-world application tested