systematic bias

USAGE SUMMARY

"systematic bias" is a correct and usable part of a sentence in written English.
You can use it when you want to refer to a pattern of prejudice or partiality in the way that something is done or the way that information is presented or interpreted. For example, "The results of this study may be distorted by systematic bias in the way the data was collected."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

It is systematic bias".

The New Yorker

Co-educational schools show a kind of unintentional systematic bias.

The Guardian

There is absolutely no systematic bias that eliminates high charges in the data.

The New York Times

She called for a full review of "the question of systematic bias on war coverage".

The Guardian

"It is a systematic bias against the country, a willingness to see everything painted in black.

The New York Times - Arts

This could have caused a systematic bias.

The Journal of Headache and Pain

D Has showed a systematic bias at all diameters.

Forest Ecosystems

This might result in a systematic bias of the sample.

International Journal of Child Care and Education Policy

Does the study avoid or minimise systematic bias?       6.

Journal of Orthopaedics and Traumatology

Each was reasonably reliable, with no evidence of systematic bias.

Archives of Physical Medicine and Rehabilitation

A systematic bias across half a dozen sites obsessed with objectivity and documentation begins to verge on conspiracy theory.

TechCrunch

Expert writing Tips

Best practice

When analyzing data, always consider potential sources of "systematic bias" and implement methods to mitigate their effects to ensure accurate results.

Common error

Do not assume that biases are random; "systematic bias" implies a consistent, predictable pattern of error. Failing to recognize this can lead to ineffective corrective measures.

Linguistic Context

The phrase "systematic bias" functions as a noun phrase, typically acting as a subject or object in a sentence. It describes a consistent and predictable distortion or error in a process, study, or analysis. As Ludwig AI suggests, this phrase is considered correct and usable in written English.

Expression frequency: Very common

Frequent in

Science

58%

News & Media

28%

Formal & Business

14%

Less common in

Reference

0%

Social Media

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "systematic bias" is a noun phrase used to describe consistent and predictable errors within a system or process. Ludwig AI confirms its grammatical correctness and usability. It's commonly found in scientific and news contexts, indicating its relevance across various fields. To avoid misinterpretations, it’s crucial to identify and mitigate "systematic bias" when analyzing data. Consider using alternatives like "systemic bias" or "consistent bias" depending on the specific nuance you wish to convey. Always be aware of potential sources of "systematic bias" to ensure accurate and reliable outcomes.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

systemic bias

This alternative is a direct synonym and suggests bias embedded within a system's structure.

widespread bias

This alternative broadens the scope, emphasizing the extensive nature of the bias.

consistent bias

This alternative underscores the repeatable nature of the bias.

methodical bias

This emphasizes that the bias occurs through some method or process.

deliberate bias

This suggests that the bias is intentional.

structured bias

This implies that the bias is built into the structure of something.

systematic distortion

This focuses on the warping or misrepresentation caused by the bias.

regular bias

This emphasizes the patterned or repeated nature of the bias.

routine bias

This highlights the habitual or customary nature of the bias.

comprehensive bias

This suggests that the bias is thorough and all-encompassing.

FAQs

How can "systematic bias" affect research outcomes?

"Systematic bias" can skew results in a predictable direction, leading to inaccurate conclusions and flawed interpretations. Addressing potential biases is crucial for reliable research.

What are some alternatives to "systematic bias"?

You can use alternatives such as "systemic bias", "widespread bias", or "consistent bias" depending on the context.

How do you identify "systematic bias" in a study?

Identifying "systematic bias" involves examining the study's design, data collection methods, and analysis techniques for consistent patterns of error or prejudice.

What's the difference between "systematic bias" and random error?

"Systematic bias" is a consistent, repeatable error, while random error is unpredictable and varies in magnitude and direction. "Systematic bias" affects the accuracy, and random error affects the precision.