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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
based on how things progress
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on how things progress" is correct and usable in written English.
It can be used to indicate that a decision or action will depend on the development or outcome of a situation over time. Example: "We will make a final decision on the project based on how things progress in the next few weeks."
✓ Grammatically correct
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
And based on how things are going, they just might be right.
News & Media
I either did things that way or didn't do things that way based on how things went".
Science
Data collection and analysis in CIT focuses on actual behaviour and ensures that research is based on how things really are, rather than individuals' perceptions of how things should be [ 34].
Science
Imagine greatly reducing the cost of filming at night, for instance, or, depending on how things progress, bringing similar improvements to mobile and smartphone shooters.
News & Media
Keep an eye on how things progress to make sure that the issue is genuinely addressed.
Wiki
The ratings, known as Teacher Data Reports, grade nearly 18,000 of the city's 75,000 public school teachers based on how much progress their students have made on standardized tests.
News & Media
The rankings, known as Teacher Data Reports, grade more than 12,000 of the city's 80,000 public school teachers based on how much progress their students made on standardized tests.
News & Media
There's still 25 days left to go on the Kickstarter, so we'll see how things progress.
News & Media
The ability to replay events can significantly help make sense of how things progressed.
Science
We'll see how things progress".
News & Media
"We'll see how things progress over the next couple days".
News & Media
Expert writing Tips
Best practice
When using the phrase, be mindful of the time frame. Specify if the assessment is based on short-term or long-term progress to avoid ambiguity.
Common error
Avoid using "based on how things progress" when you're merely speculating or guessing about the future without a concrete connection to the present situation. This phrase implies a direct relationship between current observations and future actions, not unfounded assumptions.
Source & Trust
79%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on how things progress" functions as a prepositional phrase indicating the rationale or foundation for a decision or action. It explicitly links the present action to future developments, as implied by Ludwig AI's confirmation of its correctness.
Frequent in
Science
0%
News & Media
0%
Formal & Business
0%
Less common in
Science
0%
News & Media
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Formal & Business
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Ludwig's WRAP-UP
In summary, "based on how things progress" is a grammatically sound phrase used to indicate that a decision or action hinges on future developments. As Ludwig AI confirms, the phrase is correct and usable in written English. While the examples count is currently missing in Ludwig, making a frequency analysis difficult, its communicative purpose centers around contingency and is suitable for various registers. When using the phrase, clarity about the timeframe and a genuine link between present conditions and future actions are key.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
depending on how things unfold
Focuses on the unfolding of events as the determining factor.
contingent on future developments
Emphasizes the dependency on what happens in the future.
subject to how events transpire
Highlights the influence of events as they occur.
depending on future circumstances
Broader, accounting for any relevant circumstance.
according to the way things develop
Focuses on the manner in which events unfold.
depending on how the situation evolves
Highlights the evolutionary aspect of a situation.
conditional on how matters proceed
Emphasizes the conditions set by the progression of matters.
as things play out
More informal, focusing on the final result.
based on the evolving situation
Highlights that the situation is continuously changing.
depending on what comes next
Focuses on the immediate next steps or occurrences.
FAQs
How can I use "based on how things progress" in a sentence?
You can use "based on how things progress" to indicate that a decision or action will depend on the development or outcome of a situation over time. For example, "We will make a final decision on the project "based on how things progress" in the next few weeks".
What are some alternatives to "based on how things progress"?
Alternatives include "depending on how things unfold", "contingent on future developments", or "subject to how events transpire". The best choice depends on the specific nuance you want to convey.
Is it correct to say "depending on how things progress" instead of "based on how things progress"?
Yes, both phrases are grammatically correct and convey a similar meaning. "Depending on how things progress" emphasizes the conditional aspect, while "based on how things progress" highlights the foundation for a decision.
How does "based on how things progress" differ from "in light of recent developments"?
"Based on how things progress" looks to the future and anticipates changes, while "in light of recent developments" /s/in+light+of+recent+developments considers past or current events. The former guides future actions, the latter assesses current conditions.
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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
79%
Authority and reliability
4.1/5
Expert rating
Real-world application tested