based on insight

USAGE SUMMARY

The phrase "based on insight" is correct and usable in written English.
It can be used when discussing conclusions, decisions, or actions that are derived from understanding or knowledge gained through observation or analysis. Example: "The marketing strategy was developed based on insight gathered from customer feedback and market trends."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

22 human-written examples

For example, uChek, a smartphone-based blood and urine testing platform, was developed based on insight that small diagnostic centers in remote parts of India often do not have the right onsite equipment to conduct diabetes tests.

The Guardian

The best entrepreneurs and business people take risks – but risks based on insight and sound business fundamentals.

The Guardian

When my wife, however, began calling me a stock-market Chicken Little, I had to wonder whether my intransigence was based on insight or character flaw.

The New York Times

Business users crave big data and analytics tools, but without an understanding of what makes data good or bad they may make decisions based on insight that's fallacious.

Massachusetts Institute of Technology

Based on insight on the individual contributions of the involved molecules, a mechanism for the SDS-induced decrease of hydrate nucleation time is proposed.

Chemical Engineering Science

The map, which is based on insight into visitor behaviour, combines collection data with real time information about events in the physical spaces of the museum, as well as information about essential facilities.

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

38 human-written examples

Making actionable Recommendations based on insights from data.

Harvard Business Review

New consumer-sentiment measures, based on insights from consumer psychology, will also need to be explored.

Harvard Business Review

The latest answer, based on insights from recent archeological discoveries and genome-sequencing studies, is that cats are semi-domesticated.

The New Yorker

His spring collection was based on insights and energies from three cities — Calcutta, Paris and Tokyo — and the results were cosmopolitan.

The New York Times

The above analysis of insights drawn from IAMs is based on insights drawn from IA modeling exercises to date.

Columbia University

Expert writing Tips

Best practice

When using "based on insight", ensure the insight is clearly defined and relevant to the statement being made. Providing context for the insight enhances clarity and credibility.

Common error

Avoid claiming something is "based on insight" when it's primarily driven by data or other factors. Be precise about the actual basis of your conclusions.

Linguistic Context

The phrase "based on insight" primarily functions as a prepositional phrase that modifies a verb or noun, indicating the foundation or rationale behind an action, decision, or understanding. Ludwig AI indicates this phrase is usable in written English.

Expression frequency: Common

Frequent in

Science

40%

News & Media

30%

Formal & Business

30%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "based on insight" serves to legitimize a claim, action, or strategy with a deep level of understanding. Ludwig AI confirms its correctness and usability. The expression is used across various domains, including science, news, and business, as a way to showcase underlying thought processes. Although the phrase is grammatically correct, remember that it should only be used when understanding is the true foundation as opposed to just data. Alternatives such as "informed by understanding" or "derived from understanding" may be more appropriate in certain contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

informed by understanding

Replaces "based on" with "informed by", emphasizing the influence of understanding.

derived from understanding

Focuses on the derivation of something from an understanding.

grounded in understanding

Highlights the foundation being built upon understanding.

predicated on understanding

Emphasizes that something is affirmed or based on a particular understanding.

stemming from understanding

Focuses on the origin or source being an understanding.

informed by intuition

Replaces "insight" with "intuition", suggesting a feeling or instinct is the basis.

drawing upon insights

Highlights the use of multiple insights as the basis.

founded on comprehension

Replaces "insight" with "comprehension", focusing on thorough knowledge.

guided by understanding

Emphasizes that understanding is providing direction.

reasoning from insight

Changes the structure to focus on insight as the starting point for reasoning.

FAQs

How can I rephrase "based on insight" in a sentence?

You can use alternatives like "informed by understanding", "derived from understanding", or "grounded in understanding depending on the context.

Is it appropriate to use "based on insight" in formal writing?

Yes, "based on insight" is suitable for formal writing, especially in academic, business, and scientific contexts. Its formality depends on the surrounding language, but it's generally considered neutral to formal.

What's the difference between "based on insight" and "based on data"?

"Based on insight" indicates that a conclusion or decision is derived from deep understanding or intuition, while "based on data" suggests it's derived from factual information or statistics. The former emphasizes understanding, and the latter emphasizes quantifiable evidence.

What are some common synonyms for "insight" when using the phrase "based on insight"?

Common synonyms include "understanding", "intuition", "comprehension", and "perception". You might say "based on understanding" or "based on intuition" depending on the specific nuance you want to convey.