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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
close of data collection
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "close of data collection" is correct and usable in written English.
It can be used to refer to the point in time when data gathering for a study or project is completed. Example: "The close of data collection will be announced at the end of the month, after which we will begin analyzing the results."
✓ Grammatically correct
Science
News & Media
Alternative expressions(3)
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
4 human-written examples
At the close of data collection, 152 people visited the site and 115 had completed surveys, for a return rate of 47.3%.
In-country debriefings with national stakeholders following the close of data collection corroborated and refined the framework for thematic analysis.
Science
At close of data collection, arm 2 recruits numbered 264 resulting in a mean recruitment of 2.2 individuals per arm 2 seed.
On balance, it would seem preferable to ensure that there is a period of two months from dispatch of the final reminder before the close of data collection, but further extension would probably not result in a great increase in responses, Figure 1 shows that the rate of responses does decline markedly after three weeks.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
Constant and close supervision of data collection will ensure the quality of data.
Science
These procedures included preparatory meetings, site visits, close monitoring of data collection and data entry, concurrent query management, inconsistency checks, double data collection for selected medical charts, and the use of a detailed manual of operation.
Science
High quality data and reliable information was guaranteed by several steps: preparatory meetings, development of detailed manuals of operation, monitoring technical site visits to the centers, close monitoring of data collection and data entry, concurrent query management, checking for logical inconsistencies, and correction of database.
Use of microcomputers closer to the point of data collection has proved to significantly reduce error rates and produce data quickly.
Information on the distribution sites, more than 90% of which were closed at the time of data collection, was obtained from site visits and archive material.
For the second stage of sampling, 30 cases (or all cases if there were less than 30 cases reported) were randomly selected from all cases that had been identified to be closed at the time of data collection in 2008.
Science
The implementation of any intervention and its reevaluation through another process of data collection closes the so-called auditing cycle.
Science
Expert writing Tips
Best practice
When discussing research, clearly state the "close of data collection" to establish a definitive timeframe for analysis and reporting.
Common error
Avoid implying that the "close of data collection" means the entire study is finished. It only signifies the end of the data gathering phase, while analysis and reporting are still pending.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "close of data collection" functions as a noun phrase, often used as an adverbial modifier to specify a point in time. As confirmed by Ludwig, it's a grammatically sound way to indicate when the data gathering process concludes.
Frequent in
Science
75%
News & Media
20%
Formal & Business
5%
Less common in
Encyclopedias
0%
Wiki
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "close of data collection" is a grammatically correct and usable phrase primarily employed in scientific and formal contexts to denote the endpoint of data gathering in a study or project. According to Ludwig, it is a grammatically sound way to indicate when the data gathering process concludes. While not overly frequent, its usage is clear and consistent. Alternative phrases include "end of data collection period" or "completion of data collection", which offer similar meanings. When using the phrase, ensure you're specifying a timeline to enhance clarity and avoid confusion with the overall study conclusion.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
end of data collection period
Replaces "close" with "end" and adds "period" to clarify the timeframe.
completion of data collection
Substitutes "close" with "completion", emphasizing the action of finishing data collection.
termination of data collection
Replaces "close" with "termination", suggesting a more formal or abrupt ending.
finalization of data gathering
Uses "finalization" instead of "close" and "data gathering" for "data collection", providing a slightly more formal tone.
conclusion of data collection phase
Adds "phase" to specify that it's a stage ending, and uses "conclusion" for "close".
data collection cutoff
Uses a more concise noun phrase to indicate the point at which data collection stops.
data collection deadline
Highlights that a specific date or time is set to finish data collection.
the point at which data collection ceases
Elaborates on the concept of data collection stopping, using more descriptive language.
when data collection is no longer active
Focuses on the state of data collection being inactive rather than the specific event of closing.
cessation of data collection activities
A more formal and comprehensive substitution using "cessation" and "activities".
FAQs
How is "close of data collection" typically used in research papers?
In research papers, "close of data collection" usually marks the point after which no new data is added to the study. It's a key detail for understanding the scope and limitations of the research. It also helps to establish timelines and project future research goals.
What are some alternatives to "close of data collection"?
You can use alternatives like "end of data collection period", "completion of data collection", or "finalization of data gathering" depending on the context.
Why is it important to specify the "close of data collection" in a study?
Specifying the "close of data collection" helps ensure transparency and reproducibility. It clarifies the timeframe the data represents, and allows other researchers to understand the study's scope and potential limitations.
Is there a difference between "close of data collection" and "data analysis"?
Yes, the "close of data collection" refers to the point when data gathering stops, while data analysis is the subsequent process of examining and interpreting the collected data. One follows the other.
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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
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested