created confounding

USAGE SUMMARY

The phrase "created confounding" is correct and usable in written English.
It can be used when discussing situations or results that have led to confusion or complexity, often in research or analysis contexts. Example: "The new variables introduced in the study created confounding effects that made it difficult to draw clear conclusions."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

In this study, however, less than 20%% of the participants eligible for IPT received IPT, which may have created confounding by indication and this is difficult to address in observational studies [ 53].

BMC Infectious Diseases

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

If we control for this factor in studies of diagnostic delay, we create confounding.

British Journal of Cancer

For example, lack of control for women's partners' sexual behaviour could create confounding if pregnancy is associated with a higher likelihood of partners' extra-conjugal sexual relationships.

BMC Pregnancy and Childbirth

This experimental design contributed to an equivalence of treatment groups, at baseline, on measured and unmeasured factors that could create confounding or effect modification.

Environmental Health Perspectives

Women reporting a BMI below 15 at age 20 were also excluded (n = 6), since this is below the threshold for starvation and we were unable to distinguish between extreme values that actually existed, which could create confounding by nutritional status, and those that were due to reporting errors.

Environmental Health: A Global Access Science Source

The random lottery incentive mechanism, used as payment protocol, itself induces an additional layer of "compounding" by design that might create confounds in tests of ROCL.

Journal of Economic Behavior & Organization

If not, this could create confounds.

Biology Direct

This meant that one barrel could penetrate a plasma membrane while the other remained in extracellular space, and this could create confounds.

Biological Procedures Online

Although ROIs were drawn by trained observers and/or radiologists in clinical studies, ROI-based methods include interobserver variability in ROI positioning and misregistration between pre- and post-contrast-enhanced images that can create confounds in histograms.

British Journal of Cancer

By presenting effect estimates for an unmatched cohort, as well as a matched cohort, we were able to show the potential magnitude of bias created from confounding by indication.

British Medical Journal

Despite everyone fast-forwarding to the final defeat, there is a game to be played, presumably Thursday, unless someone guesses it might rain again, creating another confounding evening like Wednesday, John Niyo writes in The Detroit News.

The New York Times

Expert writing Tips

Best practice

When using "created confounding", ensure the context clearly identifies what factors or actions led to the confusion or bias. Specificity enhances clarity.

Common error

Avoid using "created confounding" as a vague statement. Always specify the variables or conditions that introduced the confounding effect to maintain precision and avoid ambiguity.

Linguistic Context

The phrase "created confounding" functions as a verb phrase indicating the action of producing confusion or introducing bias into a situation, experiment, or analysis. As Ludwig AI points out, it describes a process where specific factors have led to a state of increased complexity and difficulty in interpretation.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Formal & Business

10%

Less common in

Encyclopedias

5%

Wiki

3%

Reference

2%

Ludwig's WRAP-UP

In summary, "created confounding" is a grammatically correct phrase used to describe situations where confusion or bias has been introduced, typically in analytical or research settings. As indicated by Ludwig AI, the phrase is more common in scientific literature and news media. While not overly frequent, understanding its use is essential for critical analysis. To ensure clarity in writing, be specific about the factors contributing to the confounding effect. Remember to consider alternative phrasing, such as "introduced bias", to tailor the tone and formality to the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

introduced bias

Focuses on the introduction of systematic error, shifting the emphasis from general confusion to a specific type of distortion.

generated ambiguity

Highlights the creation of uncertainty or a lack of clarity, rather than simply confusion.

caused distortion

Emphasizes an alteration or twisting of facts or results, differing from mere confusion.

led to skewed results

Indicates that the outcomes were affected negatively, suggesting a deviation from accuracy.

introduced complexity

Points out the addition of intricate elements, making something harder to understand, not necessarily creating confusion.

brought about uncertainty

Highlights the generation of doubt or unpredictability, a nuance distinct from pure confusion.

resulted in muddled data

Specifically refers to data becoming mixed up and unclear, narrower than general confounding.

prompted inconsistencies

Focuses on the production of conflicting elements or outcomes, deviating from the core idea of confounding.

instigated paradox

Highlights the creation of a seemingly self-contradictory situation, diverging significantly from simple confounding.

precipitated inconsistencies

Focuses on the sudden generation of inconsistencies, rather than the broader concept of creating confusion.

FAQs

How can I rephrase "created confounding" to sound more formal?

For a more formal tone, consider alternatives such as "introduced bias", "generated ambiguity", or "resulted in muddled data". Each of these options, like "introduced bias", adds a layer of formality to your writing.

What does it mean when a study "created confounding"?

When a study "created confounding", it means that certain variables or factors were introduced that made it difficult to isolate the true relationship between the independent and dependent variables. This can lead to skewed results or inaccurate conclusions.

How can I prevent a study from "creating confounding"?

Preventing confounding involves careful study design, including random assignment, controlling for extraneous variables, and using appropriate statistical techniques like stratification or multivariate analysis. Ensuring that all potential confounders are accounted for is essential.

What is the difference between "created confounding" and "experienced confounding"?

"Created confounding" implies that the confounding was generated or introduced by the study design or variables. "Experienced confounding" suggests the study encountered pre-existing confounding factors. The key difference is the active creation versus the passive experience of the issue.