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
closure of data collection
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "closure of data collection" is correct and usable in written English.
It can be used when referring to the end or termination of a process where data is being gathered or collected. Example: "The closure of data collection will take place at the end of the month to ensure all necessary information is compiled."
✓ Grammatically correct
Science
News & Media
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
At the closure of data collection two patients were still in the ICU due to irreversible complication of massive brain haemorrhage.
Science
Furthermore, the low migration rate from this population ensures that a high proportion of patients were followed to death or closure of data collection (Sheffield City Council, 2012).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
At the time of data collection closure, 18 patients were identified who had survived for ≥3 years after the diagnosis of advanced melanoma, ranging from 3 to 15 years in duration.
"We will be happy, in particular, to get the kind of data collection on what towns are doing, and how many closures they have".
News & Media
Multiple methods of data collection were adopted.
Another frequent complaint was about the lack of data collection.
News & Media
There's a lot of data collection to be done".
News & Media
The potential misuse of data collection is a sensitive issue.
News & Media
The period of data collection was Sept 2010 April 201111.
Science
There were two rounds of data collection.
Science
Figure 2 Flowchart of data collection.
Expert writing Tips
Best practice
In project management, specify the "closure of data collection" as a milestone to ensure the team understands when to transition from data gathering to analysis and reporting.
Common error
Avoid using "closure of data collection" interchangeably with "completion of data collection" without considering the context. "Closure" implies the end or termination, whereas "completion" suggests all planned data has been gathered. Use "closure" when the data collection is stopped, even if not all data is collected, and "completion" when all targeted data is successfully gathered.
Source & Trust
82%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "closure of data collection" functions as a noun phrase, typically used to denote the point at which the process of gathering data is formally concluded. As Ludwig AI suggests, this phrase is used to describe the termination or ending of data gathering.
Frequent in
Science
60%
News & Media
30%
Formal & Business
10%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "closure of data collection" is a noun phrase used to indicate the end of data gathering in research or projects. As Ludwig AI confirms, this phrase is considered grammatically correct. While its frequency is relatively rare, with only a few examples available, it's primarily used in scientific and news contexts to provide a clear endpoint for analysis. Related phrases include "end of data gathering" and "termination of data collection process". When using this phrase, be sure to differentiate it from "completion of data collection" and clearly define the milestone in your project plan.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
end of data gathering
Focuses on the act of gathering data, implying a conclusion to that process.
termination of data collection process
Emphasizes the formal stopping of the data collection activity.
completion of data acquisition
Highlights the achievement of acquiring all necessary data.
cessation of data recording
Refers to the halting of the recording aspect of data collection.
halt to data collection
A more abrupt or immediate stop to data collection.
data collection cutoff
Implies a specific point after which data is no longer collected.
suspension of data collection
Suggests a temporary stop to the data collection process.
data collection deadline
Focuses on the final date for submitting or gathering data.
wrap-up of data collection
Informal way to indicate the finalizing stage of the data collection.
data collection finalization
Focuses on the process of making the data collection complete and ready for analysis.
FAQs
What does "closure of data collection" mean in research?
In research, "closure of data collection" refers to the point at which the active phase of gathering data ends. This means no new data is being collected, and the focus shifts to analyzing the existing data. It's a critical point for setting boundaries and ensuring a clear timeline for the study.
What is a suitable alternative to "closure of data collection"?
Depending on the context, you could use alternatives like "end of data gathering", "termination of data collection process", or "completion of data acquisition". The best choice depends on the specific nuance you want to convey.
How do I determine the "closure of data collection" in my study?
The "closure of data collection" should be determined based on your study's objectives, resources, and timeline. Typically, it's set when you have gathered sufficient data to address your research questions, or when resources (time, budget, personnel) are exhausted. It should be a planned milestone in your research protocol.
What happens after the "closure of data collection"?
After the "closure of data collection", the focus shifts to data analysis, interpretation, and reporting. This involves cleaning and organizing the data, conducting statistical analyses or qualitative coding, and drawing conclusions based on the findings. The study then moves toward dissemination through publications or presentations.
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
82%
Authority and reliability
4.3/5
Expert rating
Real-world application tested