finalization of data collection

USAGE SUMMARY

The phrase "finalization of data collection" is correct and usable in written English.
It can be used when discussing the completion or conclusion of the process of gathering data for research or analysis. Example: "The finalization of data collection is crucial before we can begin analyzing the results of our study."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

45 Since the finalization of data collection for this study in 2009, more recent studies suggest a development toward improved provider adherence to RDT results 24, 46, 47 and high patient acceptance of negative RDT results 48 in many parts of Africa and a decline in the price of malaria RDTs.

American Journal of Tropical Medicine and Hygiene

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Multiple methods of data collection were adopted.

The Journal of Academic Librarianship

The period of data collection was Sept 2010 April 201111.

Chemistry Central Journal

There were two rounds of data collection.

Applied Water Science

Figure 2 Flowchart of data collection.

The Journal of Headache and Pain

Science recognizes multiple methods of data collection.

Huffington Post

Month 27-43: Completion of data collection.

BMC Psychiatry

Several methods of data collection.

BMJ Open

Find a list of data collection sites.

WikiHow

ASY and JA participated in the testing and finalization of the data collection instruments, carried out the job aids training, participated in data collection, coordinated field implementation, reviewed the study results, and made contributions to the manuscript.

BMC Pregnancy and Childbirth

Quality indicator diagrams are generated after the finalization of a year's data collection using python-scripts for the calculation and javascript/jquery for the presentation of the data.

BMC Pediatrics

Expert writing Tips

Best practice

Clearly define the criteria for "finalization of data collection" in your research protocol to avoid ambiguity.

Common error

Avoid premature analysis by ensuring all data cleaning and validation steps are completed before declaring the "finalization of data collection". Double-check for missing values and outliers.

Linguistic Context

The phrase "finalization of data collection" functions as a noun phrase, often used as a subject or object in a sentence. It refers to the act or state of completing the process of gathering data. As Ludwig AI confirms, this is a correct and usable expression in English.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "finalization of data collection" is a grammatically sound and professionally appropriate term signifying the completion of a data-gathering process. As Ludwig AI reports, it is correct and usable in written English. While "uncommon" in overall frequency, the phrase sees consistent usage across scientific, news, and formal business contexts. When using this phrase, be mindful of clearly defining completion criteria and avoiding premature analysis. Alternatives like "completion of data gathering" or "conclusion of data collection" can offer slight variations in emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

completion of data gathering

Focuses on the act of gathering being completed, changing the emphasis slightly.

conclusion of data collection

Emphasizes the end point of the collection process.

data collection closure

A more concise way of expressing the end of the data collection phase.

termination of data collection

Highlights the act of stopping or ending data collection.

end of data acquisition

Uses a more technical term "acquisition" for collection.

data collection cutoff

Specifies a point beyond which data is no longer collected.

data collection deadline

Focuses on the specific time by which data collection must be finished.

final stage of data collection

Emphasizes that the finalization is a stage within a larger process.

data harvesting completion

Uses "harvesting" as a synonym for collection, implying a gathering process.

wrap-up of data collection

Uses "wrap-up" to suggest a concluding summary or finalization.

FAQs

What does "finalization of data collection" mean in research?

In research, "finalization of data collection" signifies that all planned data gathering activities have been completed, and the dataset is considered ready for analysis. It's a crucial step before drawing conclusions.

How is "finalization of data collection" different from data cleaning?

"Finalization of data collection" marks the end of the gathering process, while data cleaning is the subsequent step of correcting inaccuracies and inconsistencies in the collected data. Cleaning happens after "completion of data gathering" but before analysis.

What are some signs that I'm nearing the "finalization of data collection"?

Signs include reaching the planned sample size, completing all scheduled interviews or experiments, and confirming that no further data streams will be added to the dataset. The "conclusion of data collection" happens once you've met your pre-defined goals.

What happens after the "finalization of data collection"?

After "finalization of data collection", the focus shifts to data processing, cleaning, analysis, and interpretation. The dataset is prepared for analysis, and researchers begin to look for patterns and insights.