generalize results

USAGE SUMMARY

The phrase "generalize results" is correct and usable in written English.
You can use it when discussing the application of findings from a specific study or experiment to a broader context or population. Example: "The researchers were able to generalize results from their small sample to the larger population, providing valuable insights."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

This could generate some differences when attempting to generalize results to other settings, because the amount billed and paid for a resource may very often be different from its actual cost.

ClinicoEconomics and Outcomes Research

Here we use some examples in scientific computing to demonstrate the importance of generalization technique for some researches, and how to generalize results or to improve conditions.

Applied Mathematics and Computation

It is also difficult to generalize results seen among women exposed occupationally to solvents to those in the general population because of differences in socioeconomic status and reproductive history.

Environmental Health Perspectives

We also generalize results of [V.

Journal of Functional Analysis

We generalize results from the analysis of animal foraging behavior to model the AAV.

Engineering Applications of Artificial Intelligence

Low response rates need not signal bad teaching, but they do make it impossible to generalize results reliably to the whole class.

University of California, Berkeley

In this paper, we apply the concept of intuitionistic fuzzy set theory to generalize results concerning hypergraphs.

Information Sciences

Indeed there is a strong need of compelling cases in order to generalize results across studies performed in the same crop and determine the most reliable and meaningful information linked with agronomic factors such as biotic stress responses.

Nature

They are used to generalize results of Varopoulos and Pisier about Littlewood functions and completely bounded multipliers.

Journal of Functional Analysis

We conclude that although larger samples are needed to generalize results, the picture-sort dietary assessment method appears to be promising and merits further research.

Journal of the American Dietetic Association

Phylogenetic trees are increasingly useful in a broad array of biological studies as a basis for experimental design as well as the framework on which to generalize results.

Encyclopedia of Biodiversity

Expert writing Tips

Best practice

When aiming to "generalize results", clearly define the population or context to which you are extending your findings. This ensures your conclusions are appropriately applied and understood.

Common error

Avoid the temptation to "generalize results" to populations or situations significantly different from your study sample without robust justification. This can lead to inaccurate or misleading conclusions.

Linguistic Context

The phrase "generalize results" functions as a verb phrase where "generalize" acts as a transitive verb, taking "results" as its direct object. This indicates an action performed on research outcomes, aiming to extend their applicability.

Expression frequency: Very common

Frequent in

Science

80%

Academia

15%

News & Media

5%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "generalize results" is a common and grammatically correct expression used to describe the process of extending research findings from a specific study to a broader context. As Ludwig AI indicates, it is widely used in scientific, academic, and news-related sources. When using this phrase, it's crucial to consider the limitations of your study and avoid overgeneralizing without sufficient evidence. Related phrases include "extrapolate findings" and "apply conclusions broadly", each with subtle differences in meaning. By understanding these nuances, writers can effectively communicate the scope and applicability of their research.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

generalize research findings

A very close synonym, using "research findings" instead of "results".

extrapolate findings

Focuses on extending conclusions to predict outcomes in new situations.

apply conclusions broadly

Emphasizes the wide-ranging application of derived insights.

extend results to

Highlights the action of making results applicable to a larger group.

broaden the scope of results

Focuses on increasing the range of applicability of the results.

draw broader inferences

Highlights making conclusions based on reasoning from specific cases to general principles.

scale up research findings

Implies expanding research results for larger-scale implementation.

interpret results widely

Focuses on the interpretation and understanding of results in a broader context.

transfer learning outcomes

Emphasizes transferring knowledge gained in one context to another.

expand upon initial findings

Focuses on building on the initial results to create broader applications.

FAQs

How can I use "generalize results" in a research paper?

In a research paper, you can use "generalize results" to discuss the extent to which the findings from your study can be applied to a larger population or different contexts. For example, you might write, "We were able to "generalize results" to the US population by applying sampling weights."

What are some limitations to consider when trying to "generalize results"?

Limitations when trying to "generalize results" can include small sample sizes, non-random sampling, specific population characteristics, and unique contextual factors. Acknowledging these limitations is crucial for responsible interpretation of your findings.

What is the difference between "generalize results" and "apply findings"?

"Generalize results" refers to extending the conclusions of a study to a broader population, while "apply findings" means using the results in a practical way to solve a problem or improve a situation. Generalization is about theoretical reach, application is about practical use.

When is it inappropriate to "generalize results"?

It's inappropriate to "generalize results" when the study sample is not representative of the target population, when there are significant confounding variables that were not controlled for, or when the context of the study is substantially different from the context to which you are trying to generalize.