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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
identify over time
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "identify over time" is correct and usable in written English.
It can be used when discussing the process of recognizing or determining something as it changes or develops throughout a period. Example: "Researchers aim to identify over time the factors that contribute to climate change."
✓ Grammatically correct
Science
Academia
News & Media
Alternative expressions(19)
build over time
built over time
develop gradually
grow progressively
develop progressively
accumulate gradually
evolve steadily
build up over time
implement over time
construct over time
evolve over time
implemented over time
embedded over time
developed gradually
evolved incrementally
accumulated steadily
grew gradually
formed gradually
constructed bit by bit
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
2 human-written examples
Behold.ai's software integrates with existing medical imaging software used by radiologists and processes hundreds of scans to "learn" how to identify a problem – the more it processes, the more it issues it can correctly identify over time.
Academia
Thus, a major challenge for the cell is to identify over time the products of chromosome replication as sister chromatids.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Should each citation include sufficient information to allow a unique dataset to be identified over time?
Academia
Richards, B. A. et al. Patterns across multiple memories are identified over time.
Science & Research
In terms of model methods, considerable changes can be identified over time.
Science
No significant changes in practices were identified over time during the observation period.
Science
We observed an increasing number of PKDL cases identified over time, which probably reflects the improved post-treatment follow-up.
No specific profile of quasispecies diversity for all patients from each response type could be identified over time.
Science
The scar size was measured over time and no patterns of wound expansion or contraction were identified over time between temperature treatments, so those data were not included.
Science
Across all sites, popular social gathering places (e.g. pubs and community centers) and their times of peak operation were identified over time and included as intervention venues.
Science
However, the qualitative analysis suggested saturation of themes (i.e. very few additional themes were identified over time) even with the current sample size.
Science
Expert writing Tips
Best practice
When using "identify over time", ensure your sentence clearly indicates what is being identified and the specific timeframe involved. For example: "Scientists can "identify over time" the impact of new policies by analyzing longitudinal data."
Common error
Avoid ambiguity by specifying the period during which the identification occurs. Saying "identify over time" without context can make it unclear whether you're referring to the past, present, or future.
Source & Trust
83%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "identify over time" functions as a verb phrase. Ludwig AI confirms it is correct and usable in written English. It describes the process of recognizing or determining something as it changes or develops throughout a duration.
Frequent in
Science
60%
Academia
20%
News & Media
20%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "identify over time" is grammatically sound and used to describe recognizing something as it changes or develops across a duration. Ludwig AI confirms its validity. It's commonly found in academic and scientific contexts, highlighting the process of longitudinal observation. While less frequent than some alternatives, it effectively conveys the intended meaning of observing trends as they emerge. Remember to specify the timeframe to enhance clarity. Common alternatives include "detect over time" and "recognize patterns across time".
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
detect changes over the period
Focuses on noticing alterations throughout the duration.
recognize patterns across time
Highlights the acknowledgment of recurring sequences or behaviors as time passes.
discern trends with time
Emphasizes the discovery of tendencies as time evolves.
observe shifts through time
Focuses on watching and noting transformations as time unfolds.
track evolution in the long run
Highlights monitoring the development and unfolding of something gradually.
monitor progression with time
Focuses on keeping track of the gradual development or advancement.
follow tendencies as time passes
Highlights tracing general directions as time moves forward.
chart developments with elapsed time
Focuses on mapping out the growth or unfolding as time goes by.
ascertain progress during time
Highlights the certain discovery of forward movement during duration.
distinguish developments in due course
Emphasizes the ability to tell apart or set developments or proceedings apart after a period of time has passed.
FAQs
How can I use "identify over time" in a sentence?
Use "identify over time" to describe a process of recognizing or determining something as it changes across a period. For instance, "Researchers aim to "identify over time" the factors influencing student performance."
What are some alternatives to "identify over time"?
Alternatives include "detect over time", "discern trends with time", or "recognize patterns across time", depending on the nuance you wish to convey.
Is "identify over time" grammatically correct?
Yes, "identify over time" is grammatically correct and commonly used in various contexts, as confirmed by Ludwig AI. It clearly conveys the idea of recognizing something as it evolves.
How does "identify over time" differ from "identify at a specific time"?
"Identify at a specific time" refers to recognizing something at a particular moment, while "identify over time" implies a continuous or repeated process of recognition as something changes or develops. For example, "electronic fingerprinting has been proposed to identify patients over time".
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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
83%
Authority and reliability
4.3/5
Expert rating
Real-world application tested