by trial and error

USAGE SUMMARY

"by trial and error" is a commonly used phrase in written English.
It means to do something through experimentation and learning from mistakes. Example: She learned how to bake the perfect cake by trial and error, trying different recipes and adjusting the ingredients until she found the right combination.

✓ Grammatically correct

News & Media

Science

Encyclopedias

Wiki

Human-verified examples from authoritative sources

Exact Expressions

55 human-written examples

SCIENCE proceeds by trial and error.

The Economist

You learn by trial and error.

The New York Times

I go by trial and error.

The Guardian - Arts

You just learned by trial and error.

The Guardian - Music

AXIAL came to biodiversity investing by trial and error.

The New York Times

"People learn by trial and error," he said.

The New York Times

"I learned by trial and error," she said.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

4 human-written examples

The correlation threshold is chosen by trial-and-error.

Journal of Cheminformatics

These two parameters were fine-tuned by trial-and-error.

Journal of Modern Transportation

The 30/70 ratio was chosen by trial-and-error.

BMC Medical Informatics and Decision Making

You may have to go by trial-and-error.

WikiHow

Expert writing Tips

Best practice

When describing a learning process, using "by trial and error" can effectively convey the iterative and experimental nature of gaining knowledge or mastering a skill. It is useful to further elaborate on the specific types of trials and errors involved for clarity.

Common error

Avoid implying that "by trial and error" suggests a completely random approach. The phrase implies a structured approach to experimentation, where each attempt informs the next.

Linguistic Context

The phrase "by trial and error" functions as an adverbial phrase modifying a verb, describing how an action is performed or a result is achieved. It indicates a process of learning or discovery through experimentation and the correction of mistakes. Ludwig's examples showcase its use in diverse contexts.

Expression frequency: Very common

Frequent in

News & Media

41%

Science

32%

Wiki

7%

Less common in

Encyclopedias

2%

Formal & Business

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, "by trial and error" is a versatile phrase used to describe a learning process that involves experimentation and learning from mistakes. Ludwig AI confirms its grammatical correctness and widespread use across various contexts, from News & Media to Science. While the phrase is generally neutral, it's important to ensure that it's not confused with random guessing, but rather understood as a structured approach to experimentation. Consider alternatives like "through experimentation" or "learning from experience" to add nuance, but remember the clear, direct meaning of "by trial and error" when describing iterative learning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

learning from experience

Underlines the role of direct experience in acquiring knowledge.

through experimentation

Focuses on the active process of testing and observation.

through practical experience

Highlights the value of real-world involvement in understanding.

by testing and refining

Focuses on the continuous improvement aspect of learning from mistakes.

by cut-and-try

An alternative way to refer to "trial and error" but with an emphasis on physical manipulation.

through repeated attempts

Highlights the iterative nature of the process, underlining the multiple efforts made.

by hit and miss

Highlights the element of chance involved in achieving success.

by a process of elimination

Emphasizes the gradual reduction of possibilities to find the correct solution.

through a process of discovery

Focuses on the gradual revelation of understanding or knowledge.

using a hands-on approach

Implies direct involvement and practical experience in discovering solutions.

FAQs

How can I use "by trial and error" in a sentence?

You can use "by trial and error" to describe a process of learning or problem-solving that involves experimentation and learning from mistakes. For example: "She learned how to fix the car "by trial and error"."

What are some alternatives to saying "by trial and error"?

Alternatives include "through experimentation", "learning from experience", or "by testing and refining", depending on the specific nuance you wish to convey.

Is it better to learn "by trial and error" or through formal instruction?

The best approach depends on the context and individual learning style. "By trial and error" can be effective for hands-on skills and creative problem-solving, while formal instruction can provide a structured foundation of knowledge. Often, a combination of both is ideal.

What does it mean to say something was discovered "by trial and error"?

It means that the discovery was made through a process of experimentation and observation, rather than through a planned or theoretical approach. It suggests that the outcome was achieved by testing different methods and learning from the results.