consistency sampling

USAGE SUMMARY

The phrase "consistency sampling" is correct and usable in written English.
It can be used in contexts related to research, data collection, or quality control where consistent sampling methods are important. Example: "In our study, we employed consistency sampling to ensure that our data remained reliable throughout the experiment."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Pilot studies with early experimental prototypes of the POSHA S are summarized that relate to questionnaire rating scale prototypes, test retest reliability, construct validity, item analysis and final item selection, translation to other languages, internal consistency, sampling procedures, manner of administration, and sample size.

Journal of Communication Disorders

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Times critics traditionally visit a restaurant three times before awarding stars, so we can assess consistency, sample a wide range of the kitchen's work and simply take our time before summing up a restaurant's strengths and weaknesses in a number that probably won't be revised for a long time.

The New York Times

For consistency, samples were prepared from the transverse center of each EOM.

BioMed Research International

Our method affords estimation of scaled quantiles and proportions and assures consistency of sampling distribution across scales.

Forest Ecology and Management

To explore construct validity and internal consistency, JM sampled ANMs and SNs on the basis of their qualitative interviews.

Human Resources for Health

The housekeeping gene ACTB was selected based on consistency between samples, and samples were normalized to its expression.

BMC Genomics

Thus, consistency of sampling and data collection methods and sufficient sample size to detect significant trends are important as well.

BMC Public Health

The cleaned sequences in each sample ranged from 31.5 to 52.7 million reads, thus confirming the stability and consistency of sampling, library preparation and sequencing methodologies.

BMC Genomics

The concentration time data were reviewed for completeness and consistency of sampling and dosing times.

CPT: Pharmacometrics and Systems Pharmacology

We performed exploratory analyses to examine features that could affect our approach to combining data: comprehensiveness of spatial coverage, comparability of analysis methods, and consistency in sampling protocols.

Environmental Health Perspectives

All the subscales and overall HRQOL scores had a good internal consistency and sampling adequacy (at least 75%) on the questionnaire items used.

Health and Quality of Life Outcomes

Expert writing Tips

Best practice

When using "consistency sampling", clearly define the parameters that must remain consistent to ensure the validity of your results. This might include the time of day, the location, or the method of collection.

Common error

Avoid assuming that your sampling is consistent simply because you're using the same general method each time. Be aware of subtle variations in technique or environmental conditions that might introduce bias. Regularly check your "sampling methods" to keep the data reliable.

Linguistic Context

The phrase "consistency sampling" functions as a noun phrase, often used in research or statistical contexts. Ludwig AI confirms its usability in describing methods designed to maintain uniformity in data collection.

Expression frequency: Rare

Frequent in

Science

85%

News & Media

10%

Formal & Business

5%

Less common in

Social Media

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "consistency sampling" is a term used to describe a sampling method where maintaining uniform procedures is vital for reliable data collection. While Ludwig AI confirms the phrase is usable, it's relatively rare. It's most commonly found in scientific contexts. Ensure you clearly define and monitor your sampling parameters to avoid overlooking subtle variations. Alternatives such as "uniform sampling" or "reliable sampling" might be suitable depending on the context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

uniform sampling

Focuses on the evenness of sample selection, rather than the repeatability or reliability of the process.

reliable sampling

Emphasizes the dependability and trustworthiness of the sampling method.

stable sampling

Highlights the steadiness and lack of variation in the sampling procedure.

standardized sampling

Suggests a fixed and consistent protocol is followed each time.

repeatable sampling

Stresses the ability to reproduce the sampling process with similar results.

coherent sampling

Focuses on logical and orderly process for data collection.

harmonized sampling

Implies unification to reach agreement on data collaction.

predictable sampling

Conveys an easily foreseable collection of data.

structured sampling

Suggests a well-defined and rigid approach for the data to be collected.

systematic sampling

Stresses the follow of a predetermined, mechanical sequence for data gathering.

FAQs

How is "consistency sampling" used in research?

"Consistency sampling" is used to ensure that data collection methods remain uniform throughout a study, enhancing the reliability and validity of the results. It is used to check "sampling methods".

What are the benefits of using "consistency sampling"?

The main benefit is increased data reliability and reduced bias. By maintaining consistent procedures, researchers can minimize the impact of extraneous variables and improve the reproducibility of their findings.

How does "consistency sampling" differ from random sampling?

"Consistency sampling" focuses on maintaining uniform procedures, while random sampling aims to provide each member of a population an equal chance of being selected. They address different aspects of "sampling techniques".

What measures can be taken to ensure "consistency sampling"?

Standardize procedures, train data collectors thoroughly, and regularly monitor the sampling process to detect and correct any deviations from the established protocol. Also, always check for "data integrity".