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
execution of data collection
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "execution of data collection" is correct and usable in written English.
It can be used in contexts related to research, data analysis, or project management where the process of gathering data is being discussed. Example: "The execution of data collection will begin next week, ensuring that we gather all necessary information for our study."
✓ Grammatically correct
Science
News & Media
Alternative expressions(2)
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
1 human-written examples
FFa participated in the study design, in the coordination and the execution of data collection and in writing the manuscript.
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
We summarize the design and execution of data collections, identify key challenges, and convey some lessons learned.
Science
There's a lot of data collection to be done".
News & Media
Another frequent complaint was about the lack of data collection.
News & Media
Multiple methods of data collection were adopted.
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.
Three random period of data collection.
This model suggests areas of data collection as CSCs side data collection and CSPs side data collection.
Science
Science recognizes multiple methods of data collection.
News & Media
Expert writing Tips
Best practice
When planning a research project, clearly define the steps involved in the "execution of data collection" to ensure consistency and accuracy.
Common error
Don't use "execution of data collection" when referring to the planning stages. "Planning data collection" focuses on strategy, while "execution of data collection" is about the active process of gathering data.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "execution of data collection" functions as a noun phrase. It typically serves as the subject or object in a sentence, denoting the process of carrying out data collection activities. As Ludwig AI correctly states, this term is grammatically sound and usable in written English.
Frequent in
Science
60%
News & Media
20%
Formal & Business
10%
Less common in
Encyclopedias
3%
Wiki
3%
Reference
1%
Ludwig's WRAP-UP
In summary, "execution of data collection" is a grammatically correct and commonly used phrase referring to the implementation phase of gathering data, particularly in academic, scientific, and professional settings. As Ludwig AI confirms, the phrase is well-suited for describing the practical steps involved in data collection. When using this phrase, ensure it accurately reflects the active process of data gathering, differentiating it from the planning stages. Consider alternative phrases like "data collection implementation" or "conducting data collection" to add variety to your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
data collection implementation
Replaces "execution" with "implementation", focusing on the practical carrying out of data collection.
data collection process
Shifts the focus to the overall procedure of data collection rather than its specific execution.
conducting data collection
Uses the verb "conducting" to emphasize the act of performing the data collection.
performing data collection
Employs the verb "performing", similar to "conducting", to highlight the action of gathering data.
data collection administration
Substitutes "execution" with "administration", suggesting a focus on managing the data collection effort.
data collection management
Highlights the oversight and coordination aspects of data collection.
operationalizing data collection
Focuses on making data collection functional and ready for use in a project.
data collection deployment
Replaces "execution" with "deployment", framing data collection as a strategic implementation.
rollout of data collection
Emphasizes the phased introduction and expansion of data collection efforts.
undertaking data collection
Uses a more formal verb, "undertaking", to describe the initiation and carrying out of data collection.
FAQs
How can I replace "execution of data collection" in my writing?
Consider alternatives such as "data collection implementation", "conducting data collection", or "performing data collection", depending on the context.
What does "execution of data collection" mean in research?
In research, "execution of data collection" refers to the active phase of gathering data according to a pre-defined plan. It involves implementing methods and protocols to collect the necessary information.
Is "execution of data collection" formal or informal language?
"Execution of data collection" is generally considered formal language suitable for academic, scientific, or professional contexts. More informal settings might use simpler phrasing such as "collecting data".
What's the difference between planning and "execution of data collection"?
Planning involves designing the data collection process, while "execution of data collection" is the actual implementation of that plan. One precedes the other.
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
4.1/5
Expert rating
Real-world application tested