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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
lead to erroneous
Grammar usage guide and real-world examplesUSAGE 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
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
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
Inaccurate simulation may lead to erroneous conclusions.
This could lead to erroneous categorization.
This suggests that such heuristics can lead to erroneous results.
Science
They will, however, lead to erroneous results for "dominant" modes.
They also are necessarily subjective, which can lead to erroneous feedback.
News & Media
Poor identification restrictions can lead to erroneous conclusions regarding the presence of selectivity effects.
Science
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.
Science
Likewise, the "delusion of single explanations" can lead to erroneous assumptions about what drives business success.
News & Media
The interpretation of its results without considering its analytical capacity may lead to erroneous conclusions.
Science
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.
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.
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.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
result in incorrect
Replaces "lead to" with "result in" and "erroneous" with "incorrect", maintaining the cause-and-effect relationship and the negative outcome.
cause inaccurate
Uses "cause" as a synonym for "lead to" and "inaccurate" as a replacement for "erroneous", keeping the meaning very close to the original.
give rise to faulty
Substitutes "lead to" with "give rise to" and "erroneous" with "faulty", implying origination of something flawed.
generate misleading
Replaces "lead to" with "generate" and "erroneous" with "misleading", focusing on the deceptive aspect of the outcome.
induce flawed
Uses "induce" to mean "lead to" and "flawed" as a substitute for "erroneous", emphasizing the imperfection of the result.
promote mistaken
Replaces "lead to" with "promote" and "erroneous" with "mistaken", suggesting encouragement of incorrectness.
contribute to inaccurate
Uses "contribute to" in place of "lead to", highlighting the role in causing inaccuracies.
foster incorrect
Replaces "lead to" with "foster" implying the cultivation or nurturing of incorrectness.
precipitate false
Substitutes "lead to" with "precipitate", emphasizing the sudden occurrence of falsehood.
bring about unsound
Uses "bring about" as an alternative to "lead to" and "unsound" instead of "erroneous", implying instability and unreliability.
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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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.6/5
Expert rating
Real-world application tested