data collection methods

USAGE SUMMARY

'data collection methods' is a valid and usable phrase in written English.
You can use it whenever you need to refer to the different strategies or tools used to acquire data. For example, "We need to determine the most effective data collection methods for our project."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

KO piloted the data collection methods and collected the data.

BMC Health Services Research

Microcosting quantity data collection methods.

Nature

Data collection methods included questionnaires and observations.

Design Studies

The majority of researchers employed nonexperimental quantitative data collection methods.

Library & Information Science Research

Data collection methods included ethnographic methods of interviewing and photovoice.

Social Science & Medicine

These data collection methods are therefore difficult to scale to enable large clinical studies.

Nature

Or, perhaps, our data collection methods aren't well-equipped to recognize it.

The Washington Post

The hearing, which will take place on Wednesday, comes amid evidence of a growing congressional rebellion NSA data collection methods.

The Guardian

Yet the data collection methods that most health care organizations use are inefficient, administratively burdensome, and likely to produce errors.

Harvard Business Review

Be transparent about their data collection methods.

Duke University

Section 3 describes the data collection methods.

Journal of Modern Transportation

Expert writing Tips

Best practice

When discussing research design, clearly specify the "data collection methods" used to ensure transparency and replicability.

Common error

Avoid vague references to "data collection methods". Instead, explicitly name the techniques (e.g., surveys, interviews, experiments) to enhance clarity.

Linguistic Context

The phrase "data collection methods" functions as a noun phrase, typically serving as the subject or object of a sentence. It describes the strategies and techniques used to gather information. Ludwig AI confirms its validity and usability.

Expression frequency: Very common

Frequent in

Science

67%

News & Media

19%

Academia

14%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "data collection methods" is a grammatically sound and frequently used phrase referring to the techniques employed to gather information. As Ludwig AI confirms, it is widely applicable across various contexts, particularly in scientific research, news reporting, and academic writing. When using this phrase, ensure you clearly specify the methods used to maintain transparency. While alternatives such as "data gathering techniques" or "information gathering approaches" exist, "data collection methods" remains a direct and effective choice.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data gathering techniques

Replaces "methods" with "techniques", emphasizing the practical application of data collection.

information gathering approaches

Shifts the focus to "information" and uses "approaches" for a slightly broader scope.

data acquisition strategies

Emphasizes a strategic perspective on obtaining data.

methods of data retrieval

Highlights the retrieval aspect, useful when the focus is on accessing existing data.

data surveying methodologies

More specific to survey-based data collection.

techniques for data capture

Focuses on the initial act of capturing data, often implying technological means.

processes for collecting data

Highlights the procedural aspect of data collection.

data sourcing procedures

Emphasizes the origin and sourcing of the data.

approaches to empirical research

Positions data collection as part of a broader research strategy.

strategies for gathering evidence

Frames data collection as part of an evidence-gathering process.

FAQs

How do I properly describe my "data collection methods" in a research paper?

Clearly specify each method used, including the instruments (e.g., questionnaire) and procedures (e.g., sampling technique). Provide enough detail for replication.

What are some alternatives to saying "data collection methods"?

You can use alternatives like "data gathering techniques", "information gathering approaches", or "data acquisition strategies" depending on the context.

What's the difference between "data collection methods" and "data analysis methods"?

"Data collection methods" refer to how you gather data (e.g., surveys, interviews), while "data analysis methods" refer to how you process and interpret the collected data (e.g., statistical analysis, thematic analysis).

Why is it important to choose appropriate "data collection methods"?

The choice of "data collection methods" directly impacts the validity and reliability of your findings. Selecting inappropriate methods can lead to biased or inaccurate results.