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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 a pattern
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "lead to a pattern" is correct and usable in written English.
You can use it when discussing the consequences or results of certain actions or events that create a recognizable trend or behavior. Example: "The data collected over the years lead to a pattern of increased consumer spending during the holiday season."
✓ Grammatically correct
Science
News & Media
Wiki
Alternative expressions(1)
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
9 human-written examples
Although one hot fudge sundae won't cause significant weight gain, persistent stress could lead to a pattern of binge or comfort eating that undoes previous weight loss.
Science & Research
Perhaps its big message is that "the global economy should not again rely on the United States to be the only engine of demand" and that "doing so will not lead to a pattern of strong, sustainable and balanced global growth, the very aim of the G20".
News & Media
However, neither Thomson nor Tammes problem for N = 60 particles lead to a pattern with tetrahedral symmetry.
Science
First, it should be recognized that the short funding period for the China-Netherlands intervention may have lead to a pattern of health care use different from that in schemes planned to continue indefinitely.
Science
Ancient gene duplications (earlier than the divergence of the studied organismal group) followed by haphazard losses will lead to a pattern with some parts of the ingroup grouping with the outgroup (i.e. the ingroup will appear non-monophyletic, Figure 1b).
Science
It is reasonable to assume that further cycles of replacement and refeeding would lead to a pattern of weight cycling (Barbosa-da-Silva, da Silva, Aguila, & Mandarim-de-Lacerda, 2013; Barbosa-da-Silva, Fraulob-Aquino, Lopes, Mandarim-de-Lacerda, & Aguila, 2012).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
50 human-written examples
That led to a pattern of apparent election fraud by the governing party.
News & Media
"Wall Street's unquenchable thirst for profits and utter disregard for ordinary consumers led to a pattern of greed and recklessness that darn near led to a complete collapse of our financial economy," Senator Christopher J. Dodd, Democrat of Connecticut and lead sponsor of the legislation, said in a floor speech on Wednesday.
News & Media
Thermal isomerization of a carbamate group at the entrance of the channels leads to a pattern of steps in single-channel recordings.
And in Gwinnett and Cobb Counties in suburban Atlanta, a 2011 ACLU report found that 287 g) led to a pattern of police inventing pretexts to stop and search immigrants, in turn escalating tensions between communities of color and the police.
News & Media
Evidence from patients with injured OFCs has shown that damage to this region leads to a pattern of disinhibited behaviour [47].
Science
Expert writing Tips
Best practice
When using "lead to a pattern", ensure that the connection between the cause and the resulting pattern is clear and logical for effective communication.
Common error
Avoid assuming that because something "lead to a pattern", it is the sole cause. Patterns often have multiple contributing factors.
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "lead to a pattern" functions as a causal connector, indicating that one action or event results in a recognizable sequence or arrangement. Ludwig AI confirms its usability in written English, highlighting its function to describe consequences or outcomes.
Frequent in
Science
70%
News & Media
20%
Wiki
10%
Less common in
Formal & Business
0%
Encyclopedias
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, the phrase "lead to a pattern" serves as a causal connector, indicating that one event results in a recognizable trend or sequence. Ludwig AI confirms that the phrase is correct and usable in written English. Its usage spans diverse contexts, including science, news, and general writing, with a leaning towards neutrality and formality. To enhance clarity, ensure the link between cause and resulting pattern is explicitly stated. When you use this phrase, be careful not to claim it is the only cause of such patterns. Remember to use alternative words such as "result in a trend" or "give rise to a sequence" to avoid being repetitive.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
result in a trend
This alternative focuses on the outcome being a discernible direction or tendency.
give rise to a sequence
This alternative emphasizes the beginning or origination of an ordered set of events or things.
contribute to a model
This alternative implies that the event is one of several factors shaping a model or representation.
generate a configuration
This alternative highlights the creation of a specific arrangement of elements.
foster a system
This alternative suggests nurturing or promoting the development of a structured set of elements.
set the stage for a mode
Implies preparations are underway for a specific way of behaving or operating.
initiate a format
This alternative means to start or introduce a particular arrangement or style.
engender a design
This alternative implies causing or producing a specific plan or blueprint.
provoke an order
This alternative suggests eliciting a structured arrangement or system, sometimes implying a reaction.
establish a rhythm
This focuses on creating a recurrent or periodic sequence of events.
FAQs
How can I use "lead to a pattern" in a sentence?
Use "lead to a pattern" to describe how a specific action or event results in a recognizable and recurring set of behaviors or occurrences. For example, "Consistent late nights can "lead to a pattern" of sleep deprivation".
What are some alternatives to "lead to a pattern"?
Alternatives include "result in a trend", "give rise to a sequence", or "contribute to a model", each with slightly different nuances.
Is it always appropriate to use "lead to a pattern" in formal writing?
Yes, "lead to a pattern" is suitable for formal writing, especially in scientific or analytical contexts. However, ensure the phrasing fits the overall tone and complexity of your writing.
What's the difference between "lead to a pattern" and "create a pattern"?
"Lead to a pattern" suggests a causal relationship where one thing influences the emergence of a pattern. "Create a pattern", on the other hand, suggests a more direct and intentional formation of the pattern.
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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
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested