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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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lead to erroneous

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "lead to erroneous" is correct and usable in written English.
It can be used when discussing outcomes or consequences that result in mistakes or inaccuracies. Example: "The lack of proper data analysis can lead to erroneous conclusions in the research."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Indeed, psychology should be applauded for detailing how current scientific practices can lead to erroneous conclusions.

News & Media

The New York Times

Inaccurate simulation may lead to erroneous conclusions.

This could lead to erroneous categorization.

This suggests that such heuristics can lead to erroneous results.

They will, however, lead to erroneous results for "dominant" modes.

They also are necessarily subjective, which can lead to erroneous feedback.

News & Media

TechCrunch

Poor identification restrictions can lead to erroneous conclusions regarding the presence of selectivity effects.

Barring this information, these inverse problem approaches can lead to erroneous localizations.

If these assumptions are violated, the model could lead to erroneous estimation of accident likelihood.

Likewise, the "delusion of single explanations" can lead to erroneous assumptions about what drives business success.

News & Media

Forbes

The interpretation of its results without considering its analytical capacity may lead to erroneous conclusions.

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Expert writing Tips

Best practice

When using "lead to erroneous", ensure that the context clearly establishes the causal relationship. Be specific about what actions or conditions can "lead to erroneous" outcomes.

Common error

Avoid using "lead to erroneous" in overly broad statements without specific supporting details. Instead, provide precise examples or evidence to support the claim that something will "lead to erroneous" results.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "lead to erroneous" functions as a causal verb phrase. It connects an action, condition, or process to a negative outcome characterized by errors or inaccuracies. As Ludwig AI highlights, it describes how certain practices, assumptions, or conditions can create flawed results.

Expression frequency: Very common

Frequent in

Science

88%

News & Media

10%

Formal & Business

2%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "lead to erroneous" serves as a critical tool for identifying potential pitfalls in processes that can compromise accuracy and reliability. As Ludwig AI confirms, it's grammatically sound and frequently used, particularly within scientific and academic contexts. This phrase acts as a warning, urging careful consideration of methods and assumptions to avoid flawed outcomes. While alternatives like "result in incorrect" or "cause inaccurate" exist, "lead to erroneous" maintains a formal tone suitable for professional communication. Understanding its function and usage patterns can significantly improve the clarity and precision of one's writing, fostering more robust and dependable results.

FAQs

How can I use "lead to erroneous" in a sentence?

You can use "lead to erroneous" to describe how a particular action or condition might result in mistakes or inaccuracies. For example, "Inaccurate data input can "lead to erroneous" conclusions."

What are some alternatives to "lead to erroneous"?

Alternatives include "result in incorrect", "cause inaccurate", or "give rise to faulty", depending on the specific context and nuance you want to convey.

Is it better to say "lead to erroneous results" or "cause erroneous results"?

Both "lead to erroneous results" and "cause erroneous results" are grammatically correct and have similar meanings. The choice depends on stylistic preference. "Cause" may imply a more direct and immediate effect, while "lead to" suggests a process.

What's the difference between "lead to erroneous" and "result in mistaken"?

"Lead to erroneous" is generally used in more formal contexts and often implies a systematic or logical progression toward error. "Result in mistaken" is slightly more informal and can refer to a single instance of error. They are largely interchangeable, but "lead to erroneous" carries a stronger sense of a flawed process.

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Source & Trust

82%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Most frequent sentences: