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
means of acquiring data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "means of acquiring data" is correct and usable in written English.
It can be used when discussing methods or techniques for gathering information or data in various contexts, such as research, analysis, or technology. Example: "The researchers employed various means of acquiring data to ensure the accuracy of their findings."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
Using human volunteers is the most direct means of acquiring data that relates an exposure to a microbial hazard with an adverse response in human populations.
We conclude that telephone surveying now requires additional strategies such as a multimode approach, or incentivisation, to be a useful, cost-effective means of acquiring data on public health matters in Ireland and the U.K. Telephone surveys have been used widely in public health research internationally [ 1- 3].
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Today's social networks see social tools not as their end product but as a means for acquiring data.
News & Media
The quality of acquired data is degraded as a result.
Crowd-sourcing has become a popular means of acquiring labeled data for many tasks where humans are more accurate than computers, such as image tagging, entity resolution, and sentiment analysis.
We anticipate cellular tracking to be a most effective means of acquiring modeling data, as well as pre-Hajj assembly and post-Hajj dispersal, with agent-based modeling justifying its efficacy.
Science
These techniques provide a means of acquiring biologically meaningful data while minimizing some of the limitations associated with various techniques involving human studies.
Building 3 was withdrawn because few of the occupants were hourly workers and other means of acquiring accurate attendance data proved to be inadequate.
This includes the setting up of data-taking experiments, acquiring data, and evaluation of this data.
Academia
Using SHARELIFE-data, Angelini et al. (2013) found sizeable differences in the means of acquiring homeownership across European countries.
Postprocessing of the acquired data allows for calculation of physiologic parameters, such as cerebral blood volume, cerebral blood flow, mean transit time, and time to peak [ 4].
Science
Expert writing Tips
Best practice
When using the phrase "means of acquiring data", ensure that the context clearly indicates what specific methods or processes are being referred to. Be precise in describing the techniques employed to gather the data.
Common error
Avoid using "means of acquiring data" without specifying the actual methods. For instance, instead of saying "We used various means of acquiring data", specify the methods, such as "We used surveys and interviews to acquire data."
Source & Trust
81%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "means of acquiring data" functions as a noun phrase that identifies the methods or techniques used to gather information. As Ludwig AI confirms, this phrase is correct and usable in English, indicating its grammatical soundness.
Frequent in
Science
55%
News & Media
25%
Formal & Business
20%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "means of acquiring data" is a grammatically sound and useful phrase for discussing the methods used to gather information. As Ludwig AI confirms, it’s a correct and usable term. While not exceedingly common, it appears primarily in scientific, news, and formal business contexts. To enhance clarity, always specify the actual methods being used rather than leaving the phrase as a general statement. Consider alternatives like "methods for data collection" or "ways to obtain data" depending on your specific needs and the formality of the writing context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
methods for data collection
Replaces "acquiring" with "collection", focusing on the process of gathering data.
ways to obtain data
Substitutes "means" with "ways" and "acquiring" with "obtain", offering a simpler alternative.
techniques for gathering data
Replaces "means" with "techniques" and "acquiring" with "gathering", emphasizing the specific methods used.
strategies for data procurement
Uses more formal synonyms like "procurement" for "acquiring", suitable for business or academic contexts.
approaches to data acquisition
Replaces "means" with "approaches" and reorders the phrase for a slightly different emphasis.
processes for data attainment
Uses "attainment" as a more formal substitute for "acquiring", highlighting the achievement of obtaining data.
systems for data retrieval
Focuses on the retrieval aspect of data acquisition, implying a structured process.
mechanisms for data capture
Emphasizes the capture aspect, suitable when data is being recorded or collected automatically.
avenues for sourcing data
Highlights the sources from which data is obtained.
channels for data input
Focuses on the input aspect of the data, suitable when data comes through specific channels.
FAQs
What are some alternatives to "means of acquiring data"?
You can use alternatives such as "methods for data collection", "ways to obtain data", or "techniques for gathering data depending on the context.
How can I make my writing more specific when using "means of acquiring data"?
Instead of broadly stating "means of acquiring data", specify the exact methods used, such as "surveys", "interviews", "experiments", or "data mining".
Is "means of acquiring data" formal or informal?
"Means of acquiring data" is generally considered formal and suitable for academic, scientific, and professional writing. For informal contexts, simpler alternatives like "ways to get data" may be more appropriate.
What is the difference between "means of acquiring data" and "data collection methods"?
While similar, "means of acquiring data" is a broader term that encompasses any method of obtaining data. "Data collection methods" specifically refers to systematic processes designed to gather data for analysis.
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
81%
Authority and reliability
4.3/5
Expert rating
Real-world application tested