collaborative analysis

USAGE SUMMARY

The phrase "collaborative analysis" is correct and usable in written English.
It can be used when referring to a process where multiple individuals or groups work together to analyze data or information. Example: "The team engaged in collaborative analysis to ensure diverse perspectives were considered in the research findings."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Even better, Web 2.0 data visualization tools to interpreting data using striking graphic displays plus collaboration tools such as wikis could improve agency decision-making by encouraging collaborative analysis among many users.

HuffPost

An extensive collaborative analysis concludes that the perception is unwarranted, say Herbert Marsh and Lutz Bornmann.

Nature

Blankenberg, D et al. A framework for collaborative analysis of ENCODE data: making large-scale analyses biologist-friendly.

Nature

DIVER: Distributed Collaborative Analysis of Video Records in the Human Sciences.

Stanford University

Darby, S. C. et al. Radon and cancers other than lung cancer in underground miners: a collaborative analysis of 11 studies.

Nature

In this paper, we made paired comparison among BMI, WC, WHR, WSR, ABSI and WHHR regarding their effect sizes for CVD mortality based on collaborative analysis of the data from 12 European cohorts enrolled in the DECODE (Diabetes Epidemiology: Collaborative analysis Of Diagnostic criteria in Europe) study.

Nature

This study adopts focus group methodology for collaborative design and fuzzy analytic hierarchy process (FAHP) for collaborative analysis.

Journal of Network and Computer Applications

If we believe our political opponents are as rational, thoughtful and empathic as we are, then we are likely to pursue political compromise through rational debate, civil discussion and collaborative analysis of the facts.

The Washington Post

The aim of the project was to create a forum for collaborative analysis of Janssen's schizophrenia clinical trial data along with publicly available schizophrenia data from the NIH.

Yale University

The study represents a joint collaborative analysis, which applies the bilingual data as training examples to a connectionist-based evolving clustering method algorithm.

Information Sciences

This paper outlines the web-based architecture, the computing infrastructure and the collaborative analysis workflows at the basis of the ARIANNA interdisciplinary working environment.

Computers in Biology and Medicine

Expert writing Tips

Best practice

When using "collaborative analysis", clearly define the roles and responsibilities of each participant to ensure effective teamwork and avoid duplication of effort.

Common error

Avoid assuming that "collaborative analysis" negates the need to acknowledge individual contributions. Always recognize and credit the specific insights and efforts of each team member.

Linguistic Context

The phrase "collaborative analysis" functions primarily as a noun phrase, often used as a subject or object in sentences to describe a method or process. As Ludwig AI describes, it signifies a combined effort in examining data or information.

Expression frequency: Very common

Frequent in

Science

64%

News & Media

18%

Academia

12%

Less common in

Formal & Business

4%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "collaborative analysis" is a grammatically correct and frequently used phrase, especially within scientific, news, and academic contexts. Ludwig AI validates its usability in written English, highlighting its relevance in scenarios where collective effort enhances data understanding. Alternative phrases such as "joint analysis" or "team analysis" offer similar meanings, adaptable to specific contexts. When employing this phrase, ensure clear role definitions within the collaborative team, and acknowledge individual contributions to maintain analytical integrity. Its widespread application underscores its value in facilitating comprehensive and accurate data interpretation across diverse fields.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

joint analysis

Focuses on the shared nature of the analysis process.

team analysis

Highlights the involvement of a team in the analytical process.

cooperative assessment

Emphasizes the cooperative aspect of the assessment.

collective examination

Stresses the group effort in examining data.

shared investigation

Focuses on the shared responsibility of the investigation.

integrated evaluation

Highlights the integration of different perspectives in the evaluation.

group review

Emphasizes the group aspect of the review process.

combined scrutiny

Focuses on the combined effort in scrutinizing data.

participatory analysis

Highlights the active participation of multiple parties in the analysis.

interdisciplinary analysis

Emphasizes the involvement of different disciplines in the analytical process.

FAQs

How can I use "collaborative analysis" in a sentence?

You can use "collaborative analysis" to describe a process where multiple individuals or groups work together to analyze data. For example: "The project benefited from a "collaborative analysis" of the market data."

What is another way to say "collaborative analysis"?

Alternatives to "collaborative analysis" include "joint analysis", "team analysis", or "cooperative assessment". The best choice depends on the specific context.

What are the benefits of using "collaborative analysis"?

"Collaborative analysis" allows for diverse perspectives, improved accuracy, and a more comprehensive understanding of the data. It also fosters teamwork and knowledge sharing.

In what fields is "collaborative analysis" commonly used?

"Collaborative analysis" is frequently employed in fields such as science, business, and academia, where complex data sets require diverse expertise for thorough evaluation.