are collected based on

USAGE SUMMARY

The phrase "are collected based on" is correct and usable in written English.
It can be used when describing the method or criteria by which data or information is gathered. Example: "The survey results are collected based on the responses of participants from various demographics."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

The samples are collected based on 4 h of operation under nearly steady-state conditions.

Petroleum Science

Data are collected based on Web of Science using keywords "perovskite solar cell".

Nano Convergence

The experimental data are collected based on a three-factor-three-level full central composite design.

Measurement

Data on disease history are collected based on questions from the CoDAM study (Cohort study Diabetes and Atherosclerosis Maastricht) [ 32].

BMC Public Health

All data are collected based on the national registration number (a 10-digit number), which is unique for each Swedish resident.

Acta Orthopaedica

In shotgun sequencing, once a sufficient number of sequence reads are collected based on the size of the starting template (e.g., a BAC), the sequence is assembled computationally (such as with the program Phrap [ 25, 26]).

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

49 human-written examples

These are a collection of data that were collected based on kinetic measurements of the rate of cycles formation in compounds that have potential to cycalize.

WikiHow

There may be a bias in the collection of the information on incidental fractures which is collected based on the patient self-report.

BMC Musculoskeletal Disorders

A retrospective electronic file audit was undertaken and data were collected based on the presence of the aforementioned generic MM data collection form.

BMC Psychiatry

Data was collected based on color change.

International Journal of Food Contamination

The fractions were collected based on visual bands, dried in vacuo and tested for photo-cytotoxicity.

Chemistry Central Journal

Expert writing Tips

Best practice

When using "are collected based on", ensure that the criteria or method used for collection is clearly and explicitly stated to avoid ambiguity. This enhances clarity and transparency in your writing.

Common error

Avoid using "are collected based on" without specifying what the data collection is based on. For example, instead of saying "data are collected based on user feedback", specify the type of feedback, such as "data are collected based on user ratings and written reviews".

Linguistic Context

The phrase "are collected based on" functions as a passive voice construction followed by a prepositional phrase. It specifies the criteria or methodology guiding the data collection process. According to Ludwig, this phrase is usable in written English.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "are collected based on" is a grammatically sound and commonly used phrase, especially in scientific and academic writing, to describe the methodology or criteria behind data collection. Ludwig AI confirms its usability. While "are collected based on" is accurate, clarity can be enhanced by specifying what exactly the data is based on. Consider alternatives like "are gathered according to" or "are obtained following" to ensure precision and context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

are gathered according to

This alternative emphasizes the act of gathering data in accordance with a specific method or criteria. It changes the verb.

are obtained following

This suggests that data is acquired by adhering to a particular procedure or guideline. It uses a different verb and preposition.

are determined by

This indicates that the method of collecting is influenced by some factor. It focuses on the factors influencing the collection.

are derived from

This suggests that data is sourced or extracted from a specific origin or criteria. It focuses on the source of the data.

are informed by

This emphasizes the role of specific information in shaping the data collection process. It highlights the informational basis.

are predicated on

This implies that the data collection is established on a certain foundation. It emphasizes the underlying principle.

are contingent upon

This suggests that data collection relies upon or is conditional on some factor. It focuses on the conditional aspect.

are selected according to

This indicates that specific criteria are used in choosing what data to collect. It highlights the selection process.

are classified based on

This implies that data is categorized using a certain set of criteria. It changes the action to classifying.

are structured around

This highlights the way data is arranged and depends on some key factor. It emphasizes the organizational aspect.

FAQs

How do I use "are collected based on" in a sentence?

Use "are collected based on" to indicate the criteria or method used to gather data. For example, "Survey responses "are collected based on" demographic information and answers to specific questions".

What are some alternatives to "are collected based on"?

You can use alternatives like "are gathered according to", "are obtained following", or "are determined by" depending on the specific context.

Is it correct to say "is collected based on" instead of "are collected based on"?

The verb form should agree with the subject. Use "is collected based on" for singular subjects and "are collected based on" for plural subjects. For example, "Data is collected based on…" versus "Samples "are collected based on"…".

What is the difference between "are collected based on" and "are collected according to"?

"Are collected based on" indicates that the collection is dependent on certain factors, whereas "are collected according to" suggests the collection follows specific guidelines or rules. While similar, "based on" implies a reason or justification, and "according to" implies compliance or procedure.