computational thinking

USAGE SUMMARY

'computational thinking' is correct and can be used in written English.
You can use this phrase when you want to refer to the thought process used to solve problems with the help of computers. For example, "The new program was developed using computational thinking to solve complex mathematical equations."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

computational thinking into middle school curriculum!

Stanford University

"To reading, writing and arithmetic, we should add computational thinking to every child's analytical ability".

The New York Times

Computational thinking techniques help with these tasks.

BBC

Even for non-computing majors, computational thinking is applicable and useful in their daily lives.

Computers in Human Behavior

To create a successful computer program, how many computational thinking techniques are usually required?

BBC

Computational Thinking Does Not Require Computers?

Forbes

Thus, CSTA's model considers computational thinking as part of a wider computer science field.

International Journal of Educational Technology in Higher Education

When is a computer most likely to be used when using computational thinking?

BBC

Computational thinking is the concept at the heart of computer science.

BBC

Computer scientists use a similar approach to design called computational thinking (see how South Fayette schools teaches it).

Forbes

"Computational thinking is a fundamental skill for everyone, not just for computer scientists," she wrote.

The New York Times

Expert writing Tips

Best practice

When discussing educational initiatives, emphasize how "computational thinking" can be integrated into various subjects, not just computer science, to foster problem-solving skills across disciplines.

Common error

Avoid equating "computational thinking" solely with coding. While coding is an application, computational thinking encompasses broader problem-solving skills applicable in various fields.

Linguistic Context

The primary grammatical function of "computational thinking" is that of a noun phrase. It typically acts as a subject, object, or complement within a sentence. Ludwig AI confirms that this phrase is grammatically correct and commonly used.

Expression frequency: Very common

Frequent in

News & Media

35%

Science

33%

Academia

32%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "computational thinking" is a noun phrase describing a problem-solving approach rooted in computer science. Ludwig AI confirms its grammatical correctness and widespread use. It is considered a valuable skill across various fields, including education, science, and technology. While frequently associated with computer science, it's increasingly recognized as a fundamental skill applicable to numerous disciplines. Common contexts include News & Media, Science and Academia, with a neutral formality level. Related concepts include "algorithmic thinking" and logical reasoning, emphasizing its analytical nature. Best practices involve integrating computational thinking across different subjects to enhance problem-solving abilities.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

algorithmic thinking

Focuses specifically on the process of creating algorithms to solve problems, a component of computational thinking.

logical reasoning

Emphasizes the use of logic to arrive at conclusions, a foundational skill in computational thinking.

problem-solving skills

Highlights the general ability to find solutions to complex issues, which computational thinking enhances.

analytical skills

Refers to the ability to analyze information and situations critically, a key aspect of computational thinking.

critical thinking

Involves evaluating information and making reasoned judgments, closely related to computational approaches.

systematic thinking

Focuses on approaching problems in an organized and methodical manner, similar to computational methods.

computational methods

Refers to the specific techniques and tools used in computational processes.

quantitative analysis

Emphasizes the use of numerical data and mathematical models for problem-solving.

computer science principles

Focuses on the underlying concepts that govern computer science and programming.

coding skills

Refers to the ability to write computer code, a practical application of computational thinking.

FAQs

How is "computational thinking" used in education?

"Computational thinking" is integrated into curricula to teach students problem-solving skills applicable across various subjects, not just computer science. It involves breaking down complex problems, identifying patterns, and designing algorithms.

What are some skills developed through "computational thinking"?

Skills developed through "computational thinking" include problem decomposition, pattern recognition, abstraction, and algorithm design. These skills enhance analytical and problem-solving abilities in various contexts.

Is "computational thinking" only for computer scientists?

No, "computational thinking" is considered a fundamental skill for everyone, not just computer scientists. It's applicable in various fields to enhance analytical and problem-solving abilities. Jeannette Wing argues that it's a crucial skill for all.

What's the difference between "computational thinking" and "algorithmic thinking"?

"Computational thinking" is a broader problem-solving approach that includes various techniques, while "algorithmic thinking" specifically focuses on developing step-by-step instructions to solve a problem. Algorithmic thinking is a component of computational thinking.