collects data from multiple sources

USAGE SUMMARY

The phrase "collects data from multiple sources" is correct and usable in written English.
You can use it when discussing research methods, data analysis, or any context where information is gathered from various origins. Example: "The research team collects data from multiple sources to ensure a comprehensive understanding of the issue."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

For purposes of the systematic review, we will use the term 'observatory' to denote a surveillance system that collects data from multiple sources, for example, crime, clinical and forensic data, whereas injury surveillance systems almost exclusively focus on the use of injury data alone.

BMJ Open

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Harvesting by domains is an issue when service providers attempt to collect data from multiple sources.

Information Processing in Agriculture

This study uses multiple methods to collect data from multiple sources and uses qualitative and quantitative surveys.

Tourism Management

Good leaders make decisions carefully after collecting data from multiple sources and seeking opinions from those whom they know will have differing views.

Harvard Business Review

We collected data from multiple sources: more than 1,300 surveys, 300 résumés, 100 interviews with randomly selected theater leaders and their next-in-line deputies, and additional interviews with theater trustees and search-firm professionals.

Harvard Business Review

Lastly, we collected data from multiple sources of evidence to increase confirmability.

Journal of the Brazilian Computer Society

We have been collecting data from multiple sources, including smartphones, questionnaires, experience sampling probes, etc.

EPJ Data Science

Although retrospective by design, we cross-referenced prospectively collected data from multiple sources, including a national hip fracture registry and our own hospital-coding database, ensuring that the final dataset was reliable.

Journal of Orthopaedics and Traumatology

Feasibility of collecting data from multiple sources across two research sites was established.

BMC Health Services Research

These results show the importance of collecting data from multiple sources in fidelity assessment to minimize reporting bias.

BMC Health Services Research

Triangulation is a social science research technique to add validity to a study by collecting data from multiple sources and using multiple methods.

CBE Life Sciences Education

Expert writing Tips

Best practice

When using "collects data from multiple sources", specify the types of sources whenever possible to provide clarity and context.

Common error

Avoid generic statements like "collects data from multiple sources" without specifying what those sources are. Provide specific examples such as "surveys", "interviews", and "databases" to enhance the credibility and clarity of your writing.

Linguistic Context

The phrase "collects data from multiple sources" functions as a verbal phrase describing the action of gathering information from various origins. As Ludwig AI explains, this phrase is grammatically correct and suitable for different writing contexts. Examples illustrate its use in describing research methods and data gathering processes.

Expression frequency: Common

Frequent in

Science

65%

News & Media

20%

Academia

10%

Less common in

Formal & Business

5%

Reference

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "collects data from multiple sources" is a grammatically sound and frequently used expression, as confirmed by Ludwig AI. It describes the process of gathering information from various origins to ensure comprehensiveness and reliability. Predominantly found in scientific, news, and academic contexts, the phrase maintains a neutral to formal register, suitable for professional communication. For clarity, it's best to specify the types of sources used. Alternatives like "gathers information from various sources" or "acquires data from diverse origins" can be used depending on the desired tone and emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

gathers information from various sources

Replaces "collects data" with a more general term "gathers information" and "multiple sources" with "various sources".

acquires data from diverse origins

Uses a more formal tone with "acquires" instead of "collects" and "diverse origins" instead of "multiple sources".

obtains information from numerous channels

Substitutes "collects data" with "obtains information" and "multiple sources" with "numerous channels".

compiles data from a variety of sources

Emphasizes the aggregation aspect by using "compiles" and replaces "multiple" with "a variety of".

assembles information from different places

Uses simpler language, replacing "collects data" with "assembles information" and "multiple sources" with "different places".

extracts data from several locations

Focuses on the extraction aspect using "extracts" and replaces "multiple sources" with "several locations".

procures data from various origins

Employs a more formal and business-oriented tone with "procures".

aggregates information from multiple streams

Highlights the process of combining information using "aggregates" and changes "sources" to "streams".

harvests data from a range of sources

Suggests a systematic and thorough collection method using "harvests".

pools data from disparate sources

Implies a merging or combining of data using "pools" and emphasizes the distinct nature of the sources with "disparate".

FAQs

How can I use "collects data from multiple sources" in a sentence?

You can use "collects data from multiple sources" to describe a research method or a system that gathers information from various places. For example, "The study "collects data from multiple sources", including surveys, interviews, and public records."

What are some alternatives to "collects data from multiple sources"?

Some alternatives include "gathers information from various sources", "acquires data from diverse origins", or "obtains information from numerous channels", depending on the context.

Is it better to say "collect data from multiple sources" or "collect data from various sources"?

Both "multiple" and "various" are acceptable and can be used interchangeably in most contexts. The choice often depends on personal preference or the specific tone you want to convey.

What does it mean to "collect data from multiple sources" in research?

In research, to "collect data from multiple sources" means to gather information from different origins such as surveys, interviews, experiments, and existing databases to ensure a comprehensive and reliable understanding of the subject being studied.