avoidance of confounding

USAGE SUMMARY

The phrase "avoidance of confounding" is correct and usable in written English.
It can be used in contexts related to research, statistics, or experimental design where one aims to eliminate or reduce confounding variables that may affect the results. Example: "In our study, we ensured the avoidance of confounding by carefully controlling for potential variables that could skew our findings."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

A companion feature of that approach is active avoidance of confounding.

Computers & Industrial Engineering

Avoidance of confounding bias is limited by the source of data used to describe practice patterns, particularly when observational data, such as the large Medicare administrative databases, are used to compare outcomes among patients who receive different treatments.

BMC Health Services Research

Nine of these studies displayed no overlap between the exposure to antibiotics and the development of first wheezing/asthmatic symptoms in the statistical analysis (avoidance of recall bias) and, secondly, presented OR values adjusted for lower respiratory tract infections (avoidance of confounding by indication).

European Journal of Clinical Pharmacology

For the purpose of the study and for avoidance of confounding data, patients with acute coronary syndrome within 7 days, heart failure, concomitant valvular disease, congenital heart disease, or cardiomyopathy were excluded.

Diabetes Care

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

And the thought of confounding my enemies.

The Guardian - Books

Have we ever seen such a confluence of confounding events?

Huffington Post

There was no assessment of confounding.

Plosone

Therefore investigations of rate heterogeneity at an intra-specific level may be helpful, through their avoidance of these particular confounding factors [26].

Plosone

Below, we report behavioral measures that confirm that monkeys in fact viewed P cues as aversive stimuli, indicating that the potentially rewarding aspect of punishment avoidance did not confound our neural results.

eLife

This may have been confounded by avoidance of PIs in patients with tuberculosis, and the association was lost in multivariate analyses.

Plosone

By using in vitro fertilization techniques we avoided confounding influences of precopulatory differences in behavior and were thus able to investigate the existence of an inbreeding avoidance mechanism exclusively based on the postcopulatory level.

BMC Evolutionary Biology

Expert writing Tips

Best practice

When designing research studies, meticulously identify and address potential confounding variables to ensure the validity and reliability of your findings. Use methods such as randomization, matching, or statistical adjustment.

Common error

Failing to acknowledge and account for confounding variables can lead to spurious associations and incorrect conclusions. Always consider potential confounders during study design and analysis to avoid misleading results.

Linguistic Context

The phrase "avoidance of confounding" functions as a noun phrase, typically used as the subject or object of a sentence. It represents the action or process of preventing confounding variables from influencing the results of a study or analysis, and it's mostly seen in scientific research or experimental design. Ludwig confirms its grammatical correctness.

Expression frequency: Rare

Frequent in

Science

75%

News & Media

25%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "avoidance of confounding" is a noun phrase primarily used in scientific and research contexts to emphasize the importance of preventing confounding variables from influencing study results. Ludwig AI confirms that the phrase is grammatically correct. It stresses methodological rigor and is most commonly found in scientific literature and news reporting. While the phrase is grammatically sound and understandable, its usage is relatively rare. Common strategies for achieving this goal involve methods like randomization, matching, and statistical adjustments to minimize bias and ensure the validity of research findings. Related phrases include "minimization of confounding" and "control of confounding variables".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

minimization of confounding

Focuses on reducing rather than completely avoiding the impact of confounding factors.

control of confounding variables

Emphasizes the active management and manipulation of confounding variables.

reduction of confounding bias

Highlights the goal of lessening the distortion caused by confounding.

elimination of confounding effects

Stresses the removal of the impact that confounding variables have on the results.

addressing confounding factors

Indicates a proactive approach to dealing with potential confounders.

managing confounding influences

Suggests careful handling and oversight of confounding variables.

counteracting confounding variables

Highlights the act of negating or opposing the effects of confounders.

mitigating confounding effects

Focuses on lessening the severity or impact of confounding.

accounting for confounding factors

Emphasizes the importance of considering confounders in the analysis.

adjustment for confounding

Highlights the statistical methods used to correct for the influence of confounding variables.

FAQs

How can I effectively use "avoidance of confounding" in research?

In research, "avoidance of confounding" is crucial for ensuring that the observed effects are truly due to the independent variable. Techniques like randomization, matching, and stratification help in the "control of confounding variables".

What are some strategies for the "avoidance of confounding" in experimental design?

Strategies include careful selection of participants, employing control groups, and using statistical methods to adjust for confounders. Proper experimental design is key to "minimization of confounding".

Is "avoidance of confounding" always possible in observational studies?

Complete "avoidance of confounding" might not be achievable in observational studies due to the lack of control over variables. However, techniques like propensity score matching and multivariate regression can help in "reduction of confounding bias".

What is the difference between "avoidance of confounding" and "controlling for confounding"?

"Avoidance of confounding" refers to designing a study to minimize the potential for confounding variables from the outset. "Controlling for confounding", on the other hand, involves using statistical methods to adjust for the effects of confounders after the data has been collected, such as by "adjustment for confounding".