were analyzed based on

USAGE SUMMARY

The phrase "were analyzed based on" is correct and usable in written English.
It can be used when describing the methodology of a study or research, indicating the criteria or framework used for analysis. Example: "The data collected from the surveys were analyzed based on demographic factors such as age and income level."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Data were analyzed based on Q methodology.

Ecological Economics

Responses were analyzed based on group names and codes.

Health Economics Review

As such, treatment effects were analyzed based on sampling days.

International Journal of Energy and Environmental Engineering

Results were analyzed based on the linear elastic fracture mechanics.

Materials Science and Engineering: A

Two scenarios were analyzed based on multiple environmental policies.

Energy

The results were analyzed based on XP mode and XPG score scoring function.

Chemistry Central Journal

The experimental data were analyzed based on Freundlich and Langmuir adsorption isotherms.

Applied Water Science

Their taxonomic positions were analyzed based on their 16S rRNA gene sequences (Table 2).

AMB Express

Drought duration, magnitude, and intensity were analyzed based on quantified SPI values.

Environmental Systems Research

Obtained results were analyzed based on NRM-TRM1* and TRM1-TRM2* diagrams.

Earth, Planets and Space

Correlations between the landslides and five controlling factors were analyzed based on the bivariate method.

Geoenvironmental Disasters

Expert writing Tips

Best practice

When using "were analyzed based on", ensure that the criteria or methods used for analysis are clearly and explicitly stated to avoid ambiguity. For example: "The survey responses were analyzed based on demographic factors such as age, income, and education level."

Common error

Avoid using "were analyzed based on" without specifying what the analysis was based on. For instance, instead of saying "The data were analyzed based on several factors", specify which factors were used in the analysis. Lack of specificity weakens the statement's informative value.

Linguistic Context

The phrase "were analyzed based on" functions as a methodological descriptor, indicating the criteria or framework employed in the analysis. As Ludwig AI confirms, this construction is grammatically sound and frequently used.

Expression frequency: Very common

Frequent in

Science

95%

Formal & Business

3%

News & Media

2%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "were analyzed based on" is a grammatically correct and frequently used construction, as confirmed by Ludwig AI. It serves to describe the methodology employed in analyzing data, indicating the specific criteria or frameworks used. Predominantly found in formal and scientific contexts, it emphasizes transparency and justification in research and reporting. For clarity, always explicitly state the criteria used in the analysis and remember to avoid vague language. Consider alternatives like "were assessed according to" or "were evaluated on the basis of" for nuanced variations in meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

were assessed according to

Replaces "analyzed based on" with "assessed according to", focusing on evaluation rather than detailed analysis. Slightly different nuance.

were evaluated on the basis of

Uses "evaluated on the basis of" instead of "analyzed based on", emphasizing the criteria for evaluation.

were examined in light of

Substitutes "analyzed based on" with "examined in light of", suggesting a more interpretive approach.

were interpreted using

Replaces "analyzed based on" with "interpreted using", highlighting the role of interpretation in the analysis process.

were determined by

Changes the focus from analysis to determination, indicating that the results were directly caused or dictated by the specified factors.

were informed by

Implies that the analysis was influenced or guided by the specified factors, rather than strictly determined by them.

were derived from

Focuses on the origin or source from which the analysis was obtained, rather than the method of analysis itself.

were grounded in

Suggests that the analysis was firmly rooted or established in a particular theoretical or empirical foundation.

were predicated on

Indicates that the analysis was based on certain assumptions or preconditions, adding a layer of conditionality.

were structured around

Shifts the focus to the organizational framework of the analysis, rather than the analytical process itself.

FAQs

What does "were analyzed based on" mean?

The phrase "were analyzed based on" indicates that a specific set of criteria, methods, or principles was used to examine and interpret data or information. It highlights the foundation upon which the analysis was conducted.

How can I use "were analyzed based on" in a sentence?

You can use "were analyzed based on" to describe how data or information was evaluated. For example: "The experimental results "were analyzed based on" established statistical methods."

What are some alternatives to "were analyzed based on"?

Alternatives include phrases like "were evaluated on the basis of", "were assessed according to", or "were examined in light of", which offer similar meanings with slight variations in emphasis.

Is it better to use active or passive voice with "were analyzed based on"?

While "were analyzed based on" is in the passive voice, it is appropriate when the focus is on the data or results rather than the analyst. Using the active voice (e.g., "We analyzed the data based on...") is also correct and may be preferred for directness.