sampling method

USAGE SUMMARY

"sampling method" is a correct and usable phrase in written English.
It is used to refer to a specific technique or approach used to create a sample from a larger population. For example, "This study used a simple random sampling method to gather data from 500 participants."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

No sampling method was applied.

Procedia - Social and Behavioral Sciences

It is related to the experience sampling method (ESM) (Csikszentmihalyi and Larson, 1987).

Nature

From this perspective, the latter sampling method may have certain advantages over the former one.

Nature

were selected, via random cluster sampling method.

Procedia - Social and Behavioral Sciences

First, the conventional Nyquist uniform sampling method and the derivative sampling method are reviewed briefly.

Signal Processing

Dense sampling method.

Progress in Earth and Planetary Science

The sampling method should be explicitly justified.

The Journal of Headache and Pain

A random sampling method removes selection bias.

International Journal of Educational Technology in Higher Education

Left: schematic diagram depicting the sampling method.

Heritage Science

Otherwise, the Sampling method is used.  .

EURASIP Journal on Wireless Communications and Networking

The intended sampling method is quota sampling.

International Journal of Quality Innovation

Expert writing Tips

Best practice

When describing a "sampling method", always justify your choice by explaining how it minimizes bias and maximizes the representativeness of your sample.

Common error

Avoid merely stating the "sampling method" used without providing a rationale for why that particular method was chosen. Explain how it fits your research question and population.

Linguistic Context

The phrase "sampling method" functions as a noun phrase that identifies the specific technique or approach used to select a subset of a population for study. Ludwig AI confirms that this phrase is grammatically correct and widely used.

Expression frequency: Very common

Frequent in

Science

75%

News & Media

15%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "sampling method" is a commonly used and grammatically correct term that describes the technique used to select a subset of a population for study. As Ludwig AI confirms, this term is widely used across various fields, particularly in science, news, and formal business contexts. Choosing the right "sampling method" is crucial for ensuring the representativeness and validity of research findings. Alternatives such as "sample collection technique" and "data gathering approach" can be used to provide variety in writing. When using the term "sampling method", it is important to justify the choice and explain how it minimizes bias.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

sample collection technique

Focuses on the procedure used to gather the samples.

data gathering approach

Emphasizes the strategy employed for collecting data.

method of selection

Highlights the process of choosing participants or items for a sample.

procedure for sampling

Specifies the established steps for creating a sample.

sampling design

Refers to the overall plan and structure of the sampling process.

technique for sample selection

Stresses the specific technique used in choosing the sample.

approach to data sampling

Highlights the specific approach used to extract data.

process of sample acquisition

Focuses on the acquisition aspect of sampling.

means of obtaining a sample

Focuses on how a sample is obtained.

sampling strategy

Emphasizes the broader strategy behind choosing the sample.

FAQs

What is a "sampling method"?

A "sampling method" is the technique used to select a subset of individuals from a larger population to estimate characteristics of the whole population. Common methods include random sampling, stratified sampling, and cluster sampling.

Why is it important to choose the correct "sampling method"?

Choosing the right "sampling method" is crucial for ensuring that the sample is representative of the population. A poorly chosen method can lead to biased results and inaccurate conclusions.

What are some alternatives to saying "sampling method"?

You can use alternatives like "sample collection technique", "data gathering approach", or "method of selection" depending on the specific context.

How do I describe my "sampling method" in a research paper?

Clearly state the specific "sampling method" used (e.g., simple random sampling). Describe the process in detail, including how participants were selected and any steps taken to minimize bias. Justify why the chosen method was appropriate for your research question.