pooled data for

USAGE SUMMARY

The phrase "pooled data for" is correct and usable in written English.
It can be used when referring to data that has been combined from multiple sources for analysis or reporting purposes. Example: "The researchers analyzed the pooled data for trends in patient outcomes across different demographics."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

Similarly, the pooled data for ROM showed no difference between groups (P =.265).

The Journal of Arthroplasty

We also pooled data for post-operative range of motion (ROM) and Hospital for Special Surgery scores (HSS).

The Journal of Arthroplasty

We pooled data for these years from the Western Australian sentinel medical practice surveillance system for influenza to estimate vaccine effectiveness (VE) by influenza virus type and subtype.

Vaccine

A general linear model was applied to the pooled data for each risk factor to evaluate if the risk factor improvements were associated with their respective baseline values, weight loss, and treatment assignment.

Nature

When the researchers pooled data for all mice that had been treated with JQ1, they found that the data clustered based on individual mice, offering no confirmation that the drug affects CTC gene expression over time.

Massachusetts Institute of Technology

Meta-analysis of statistically pooled data for chitosan (n=6) found significant increases in weight loss (effect size −0.42, 95% confidence interval: −0.81 to −0.03, P<0.001) in treatment groups compared with control groups.

Bioactive Carbohydrates and Dietary Fibre

Response surface pharmacodynamic interaction models were built using the pooled data for each pharmacodynamic endpoint.

Duke University

In order to avoid a possible impact on the wage structure of changes in job tasks over time (see e.g. Acemoglu and Autor, 2011), we used pooled data for a limited time span (2013 14).

IZA Journal of Labor Economics

And last year, researchers pooled data for the largest Alzheimer's study to date, and found 11 genes which can help us better our knowledge of the disease and also how it related to other neurodegenerative diseases.

Huffington Post

We therefore pooled data for both women and men in all further analyses.

Plosone

The pooled data for these treatments of RSV-infected mDC1 are summarized in Table 1.

Plosone

Expert writing Tips

Best practice

When using "pooled data for", clearly state the criteria used for combining the data to ensure transparency and reproducibility.

Common error

Avoid using "pooled data for" without specifying how the data was combined. This can lead to ambiguity and make it difficult for others to interpret your findings. Always describe the inclusion and exclusion criteria used for pooling the data.

Linguistic Context

The phrase "pooled data for" functions as a prepositional phrase that modifies a noun, indicating the data has been combined from multiple sources. As indicated by Ludwig, the phrase is commonly used and grammatically correct.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "pooled data for" is a grammatically correct and very common phrase used to describe data that has been combined from multiple sources for analysis, as confirmed by Ludwig. Its primary function is to modify nouns and describe data aggregation in formal and scientific contexts. When using this phrase, it is crucial to specify the criteria for pooling the data to avoid ambiguity and ensure transparency. Alternatives such as "combined data for" or "aggregated data for" can be used depending on the specific context. The phrase is predominantly found in scientific literature, emphasizing its role in research and data analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

combined data for

Focuses on the act of combining data from multiple sources.

aggregated data for

Highlights the process of gathering data into a summary form.

integrated data for

Emphasizes the merging of data from different systems or sources.

merged data for

Similar to combined data, but implies a more seamless joining of datasets.

collated data for

Suggests a careful arrangement of data from various sources.

unified data for

Emphasizes the creation of a single, cohesive dataset.

compiled data for

Implies gathering data systematically.

harmonized data for

Highlights the process of making data consistent across different sources.

consolidated data for

Focuses on bringing data together into a single, more manageable set.

centralized data for

Suggests storing data in a single, accessible location for analysis.

FAQs

How is "pooled data for" used in research?

"Pooled data for" is often used in meta-analyses or systematic reviews where data from multiple studies are combined to increase statistical power or to examine trends across a larger sample.

What are some alternatives to "pooled data for"?

Alternatives include "combined data for", "aggregated data for", or "integrated data for", depending on the specific context.

What does it mean to pool data?

Pooling data involves combining data from multiple sources, such as different studies or datasets, into a single dataset for analysis. This is often done to increase the sample size and improve the statistical power of the analysis.

What are the benefits of using "pooled data for"?

Using "pooled data for" can increase statistical power, allow for the examination of trends across multiple studies, and provide a more comprehensive understanding of a phenomenon. However, it's important to address potential heterogeneity and bias when pooling data.