because of the methodology

USAGE SUMMARY

The phrase "because of the methodology" is correct and usable in written English.
You can use it to explain a reason or cause related to a specific methodology in a research or analytical context. Example: "The results were inconclusive because of the methodology employed in the study."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

14 human-written examples

Unlike the tax data, the Census Bureau's survey figures tend to understate incomes at the high end, because of the methodology used to record large incomes.

The New York Times

However, this difference is minimized because of the methodology used.

Forbes

Comments: No conclusions can be drawn from this study because of the methodology.

International Journal of Emergency Medicine

Though causality can not be clearly established because of the methodology, this study suggests multimodal interventions may be efficient to improve caregivers satisfaction.

Intensive Care Medicine Experimental

One the other hand, the channel scheduler proposed here (which has been called PBHM because of the methodology it follows) proved to provide an optimal allotment for this problem, maximizing the global metric to a value equal to 66.

EURASIP Journal on Wireless Communications and Networking

It is often linked to the "six sigma" quality strategy because of the methodology's emphasis on the reduction of process variation (which six sigma intends to control up to the sixth standard deviation of possible failure).

Insights into Imaging

Human-verified similar examples from authoritative sources

Similar Expressions

46 human-written examples

Schneider et al. [ 25] did not receive any points because the description of the methodology was unclear.

BMC Health Services Research

The analytical values for lead may be underestimated because of limitations of the methodology; these do not apply to the other five elements.

Environmental Health Perspectives

However, the development also raises serious questions about its possible unauthorised use for cloning babies, "Because of the ease of the methodology, this research could have serious ethical ramifications," Dr Lanza said.

Independent

Employed people aged 60 years old and over are not taken into account because the main hypothesis of the methodology used in this paper, responsiveness of the employment rate to fluctuation in economic activity, does not hold for them.

IZA Journal of Labor Policy

Because of the faulty methodology, Freddie Mac failed to review 100,000 loans from 2006 for possible irregularities, the report said.

The New York Times

Expert writing Tips

Best practice

When using "because of the methodology", ensure that the methodology itself is clearly defined and understood by your audience. Avoid ambiguity by specifying which aspects of the methodology are relevant to the outcome you are explaining.

Common error

Avoid using "because of the methodology" as a blanket explanation without providing specific details about how the methodology influenced the results. Always provide context and specific insights.

Linguistic Context

The phrase "because of the methodology" functions as an adverbial phrase of cause. It modifies a clause by providing a reason or explanation for an event or situation. Examples from Ludwig show it connecting study limitations, channel scheduler, multimodal interventions and more.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "because of the methodology" is a causal connector used to explain how the methodology impacts the study's results. Ludwig shows that this phrase is grammatically sound and relatively common, especially in scientific and news contexts. When using it, you should provide specific details about the methodology and avoid overgeneralizing its impact. Consider alternatives like "due to the methodology" or "as a result of the methodology" depending on the desired level of formality.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

due to the methodology

Replaces "because" with "due", maintaining a formal tone but offering a slightly different emphasis.

owing to the methodology

Uses "owing to" instead of "because of", adding a slightly more formal and sophisticated tone.

as a result of the methodology

Emphasizes the consequence or outcome stemming from the methodology.

on account of the methodology

Offers a slightly more archaic or formal alternative to "because of".

by virtue of the methodology

Suggests that the methodology itself is the reason or cause, emphasizing its inherent qualities.

attributable to the methodology

Highlights that the outcome can be traced back or assigned to the methodology.

stemming from the methodology

Indicates that the result originates or arises from the methodology.

as a consequence of the methodology

Similar to "as a result of", but places stronger emphasis on the resulting effect.

the methodology being the reason

Rephrases to put the methodology as the direct subject and cause.

the methodology explains why

Focuses on the methodology providing an explanation.

FAQs

How can I use "because of the methodology" in a sentence?

You can use "because of the methodology" to explain why certain results were obtained, why a specific approach was chosen, or why comparisons are difficult. For example, "The study's findings are limited "because of the methodology" used."

What are some alternatives to "because of the methodology"?

Alternatives include "due to the methodology", "owing to the methodology", or "as a result of the methodology". The best choice depends on the desired level of formality and emphasis. See the related phrases section for more options.

Is it better to say "due to the methodology" or "because of the methodology"?

"Due to the methodology" and "because of the methodology" are largely interchangeable. "Due to" is often considered slightly more formal, but both are grammatically correct and widely accepted.

Why might different studies have conflicting results?

Conflicting results across studies can often be attributed to differences in methodology. Factors such as sample size, data collection methods, and statistical analyses can all influence outcomes. "Because of the methodology used, one study might show a different effect than another."