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The phrase "data collection process" is correct and usable in written English.
It can be used when referring to the process of gathering information from a variety of sources to build a database or to study a certain issue. For example, "The researchers used a rigorous data collection process to gather information on the effects of climate change in the region."
Exact(60)
An extensive data collection process was conducted for this study.
Antemortem data collection process.
a) Antemortem data collection process .
Figure 1 Data collection process.
Fig. 1 Data collection process.
Reviewed data collection process and documented risks to data quality.
The data collection process ended in the middle of May.
The short lead time also challenges the data collection process.
The data collection process has been done in several stages.
Section 3 describes our multi-wave data collection process.
The data collection process is summarized in Fig. 3.
More suggestions(19)
data collection preparation
data collection organization
data collection treatment
data collection procedure
data collection methodology
data collection transformation
data collection purpose
data collection initiative
data collecting process
data collection selection
metadata collection process
data collection protocol
data collection consideration
data collection proceeding
data collection implementation
data retrieval process
data collection workflow
data collection proceeds
data collection procedures
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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