sensitive to bias

USAGE SUMMARY

The phrase "sensitive to bias" is correct and usable in written English.
It can be used when discussing awareness or consideration of potential biases in various contexts, such as research, decision-making, or social issues. Example: "The researchers were sensitive to bias in their study design to ensure the validity of their findings."

✓ Grammatically correct

Science

Science & Research

News & Media

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

The "results are astonishing funding is exceptionally sensitive to bias," says ecologist Ruth Hufbauer of Colorado State University, Fort Collins.

Science Magazine

The simulation's "results are astonishing funding is exceptionally sensitive to bias," says Ruth Hufbauer, an ecologist  at Colorado State University, Fort Collins, as quoted in the ScienceInsider post.

Science Magazine

First, time series methods lack randomised controls or blinding and are sensitive to bias.

BMJ Quality and Safety

The NCDB, a large retrospective national database, may also be sensitive to bias in patient selection and variation in institution reporting [ 32].

BMC Cancer

As this entails subjective information about persons' performance, it is more sensitive to bias (e.g. response or recall bias) compared with objective measurements.

BMC Musculoskeletal Disorders

Results from the partition homogeneity test were shown to be sensitive to bias in base composition and mutation rate across loci [ 35, 36], but as our study included individuals only from one population, we expect this influence to be negligible.

BMC Evolutionary Biology

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

Model estimates were most sensitive to biased summer survival, winter survival, and productivity rates of adult females.

Ecological Modelling

Although such signals might also be sensitive to biased taxonomic efforts across ecoregions, these data suggest that Agaricomycetes might not conform to broad macroecological patterns that dominate in animal and plant lineages.

Nature

Note that this approach is more robust than merely calculating the correlations between miRNAs and their targets, because those are sensitive to biases in the samples, especially when the number of samples is limited.

Plosone

This suggests that genetic correlations from parent-offspring models are sensitive to biasing effects such as selection and environmental covariance between relatives, and highlights the importance of taking into account all relatives in a pedigree when estimating genetic correlations.

Plosone

In the case of Lhc-like sequences only transmembrane regions were retained and alignments contained 56 and 28 residues respectively for figure 3A and B. Protein sequences (Fig. S2) instead of DNA were analyzed because the third codon tends to be random and the protein sequence is less sensitive to biased G+C content, as is the case of the Chlamydomonas genome.

Plosone

Expert writing Tips

Best practice

When using the phrase "sensitive to bias", clearly specify what type of bias is being referred to (e.g., selection bias, confirmation bias) to enhance clarity and precision.

Common error

Avoid using "sensitive to bias" without providing context. It's more effective to explain how something is "sensitive to bias" rather than just stating that it is. For example, instead of writing 'the results are sensitive to bias', specify 'the results are sensitive to selection bias due to non-random sampling'.

Linguistic Context

The phrase "sensitive to bias" functions as an adjective phrase describing a characteristic of something being easily affected by bias. Ludwig AI confirms its proper usage. The Examples demonstrate its use in scientific and general contexts.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Science & Research

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "sensitive to bias" is a grammatically correct and useful expression indicating vulnerability to the distorting effects of prejudice or partiality. As confirmed by Ludwig AI, it is most commonly used in scientific, research and media contexts to highlight potential weaknesses or limitations in methods or analyses. While not exceedingly common, its usage is clear and direct. When using this phrase, it's best to specify the type of bias to which something is sensitive. Alternatives include "susceptible to prejudice" or "vulnerable to partiality", each with slight differences in nuance.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

susceptible to prejudice

Focuses specifically on prejudice as the source of influence.

vulnerable to partiality

Highlights the potential for partiality or favoritism to affect outcomes.

easily influenced by prejudice

Emphasizes the ease with which prejudice can have an effect.

inclined to be unfair

Shifts the focus to the resulting unfairness from potential bias.

predisposed to skewed results

Highlights the tendency towards skewed or distorted results.

liable to be distorted

Focuses on the potential for distortion due to underlying biases.

at risk of being skewed

Emphasizes risk of skewness in this variation.

open to subjective interpretation

Highlights the role of subjective interpretation as a pathway for bias.

responsive to prejudiced viewpoints

Emphasizes responsiveness and biased points of view.

easily tainted by unfairness

Emphasizes how prone an action or a person can be to unfairness.

FAQs

How can I use "sensitive to bias" in a sentence?

You can use "sensitive to bias" to indicate that a particular process, method, or analysis is easily affected by bias. For example, "The survey results were "sensitive to bias" because of the leading questions used".

What are some alternatives to "sensitive to bias"?

Alternatives include "susceptible to bias", "vulnerable to bias", or "easily influenced by bias". The best choice depends on the specific nuance you want to convey. You could also use more descriptive phrases like "easily distorted by prejudice".

Which is correct, "sensitive to bias" or "sensitive for bias"?

"Sensitive to bias" is the correct and standard usage. "Sensitive for bias" is grammatically incorrect.

What does it mean when something is "sensitive to bias"?

It means that even small amounts of bias can significantly affect the outcome or result. It implies a high degree of susceptibility or vulnerability to the distorting effects of prejudice or partiality.