purpose of data collection

USAGE SUMMARY

The phrase "purpose of data collection" is correct and usable in written English.
It can be used when discussing the reasons or objectives behind gathering data in various contexts, such as research, business, or analytics. Example: "The purpose of data collection in this study is to understand consumer behavior and preferences."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

29 human-written examples

For the purpose of data collection, Yenagoa is divided into 14 zones.

Applied Geography

A small number of schools, however, do ask for this information, saying that it will be used only for the purpose of data collection and not as part of the admission review.

The New York Times

For the purpose of data collection, 330 sets of questionnaire were distributed among the academic staffs of all faculties and a total of 315 questionnaires were used for statistical analysis.

The Social Science Journal

For the purpose of data collection, we included both first time and repeat injections.

The Journal of Headache and Pain

If the purpose of data collection is not clear, consent cannot be obtained.

Data Science and Engineering

Semi-structured questionnaires as well as semi-structured interviews were conducted for the purpose of data collection.

Language Testing in Asia

Human-verified similar examples from authoritative sources

Similar Expressions

31 human-written examples

The methods and purposes of data collection keep expanding, with seemingly no end or limit in sight.

The Guardian - Tech

I suggest that ethnographers should enhance efforts to innovatively design action research projects to serve the twin purposes of data collection and deal with ethical challenges that are experienced when doing long-term research on vulnerable groups.

Social Science & Medicine

The outcome was translated into French for the purposes of data collection with the Francophone orthopedists.

BMC Medical Education

They had two days of training for the purposes of data collection.

BMC Health Services Research

For the purposes of data collection, four questionnaires were applied: Village, Household, Adult Female, and Child.

BMC Public Health

Expert writing Tips

Best practice

Clearly define the "purpose of data collection" before starting any data-gathering activity to ensure relevance and efficiency.

Common error

Avoid starting data collection without a well-defined "purpose". This can lead to collecting irrelevant data, wasting resources, and failing to answer the questions you intended to address.

Linguistic Context

The phrase "purpose of data collection" functions as a noun phrase that specifies the reason or aim behind gathering information. Ludwig AI confirms its usability, showing it commonly introduces the objective behind a specific data-gathering activity.

Expression frequency: Common

Frequent in

Science

55%

News & Media

20%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "purpose of data collection" is a common and grammatically correct term used to describe the reason behind gathering data. Ludwig AI confirms its validity, highlighting its use across diverse fields such as science, news, and business. Best practice involves defining this purpose clearly before data collection begins to ensure relevance. Common errors include starting data collection without a clear objective, which can lead to wasted resources. Related phrases include "reason for data collection" and "objective of data collection". Understanding and clearly defining the "purpose of data collection" is crucial for effective and ethical data practices.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

reason for data collection

Replaces "purpose" with "reason", focusing on the justification for collecting data.

objective of data collection

Substitutes "purpose" with "objective", emphasizing the goal to be achieved through data collection.

aim of data collection

Replaces "purpose" with "aim", highlighting the intended outcome of the data collection process.

intent of data collection

Substitutes "purpose" with "intent", stressing the underlying plan or intention behind the data collection.

rationale for data collection

Replaces "purpose" with "rationale", focusing on the logical basis or justification for collecting data.

justification for data collection

Emphasizes the reasons why data collection is necessary or appropriate.

the why of data collection

Uses a more informal phrasing to inquire about the reasons behind collecting data.

the goal of data collection

Focuses on the desired outcome or achievement of the data collection process.

function of data collection

Highlights the specific role or task that data collection serves.

motivation behind data collection

Emphasizes the driving force or incentive for gathering data.

FAQs

How can I clearly state the "purpose of data collection" in a research proposal?

Clearly articulating the "purpose of data collection" involves specifying the research questions you aim to answer, the hypotheses you intend to test, and how the collected data will contribute to your field of study. Be concise and direct.

What are some ethical considerations when defining the "purpose of data collection"?

Ethical considerations include ensuring transparency about the "purpose of data collection" to participants, obtaining informed consent, protecting privacy, and avoiding discriminatory practices. Make sure the "intent of data collection" is clearly communicated.

How does the "purpose of data collection" influence the choice of data collection methods?

The "purpose of data collection" directly dictates the most appropriate methods. Exploratory research might use qualitative methods, while confirmatory research might rely on quantitative approaches. Your choice of method should align with your "objective of data collection".

What happens if the "purpose of data collection" is not met?

If the "purpose of data collection" is not met, it could lead to wasted resources, invalid research findings, or missed opportunities for improvement. Review and refine your methods and objectives for future data collection efforts.