according to experience

USAGE SUMMARY

"according to experience" is correct and usable in written English.
You can use it when referring to an established baseline of knowledge that has been acquired through practice or observation throughout a period of time. For example: "According to experience, the best way to prepare for a marathon is to gradually increase running distance over several weeks."

✓ Grammatically correct

Science

News & Media

Wiki

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

32 human-written examples

Guild members were ranked according to experience: masters, journeymen, and apprentices.

Encyclopedia Britannica

Ordinary riders form the "field," organized according to experience and status (peons like me at the back).

The New York Times - Travel

The answer, apparently, is changes in your DNA that happen after birth, the "switches" that flick on and off according to experience.

Independent

The centre frequency and bandwidth of the filter are set according to experience.

Measurement

Precision investment casting process planning has been tackled in the past according to experience.

Robotics and Computer-Integrated Manufacturing

Although harmony search (HS) algorithm has shown many advantages in solving global optimization problems, its parameters need to be set by users according to experience and problem characteristics.

Applied Soft Computing

Human-verified similar examples from authoritative sources

Similar Expressions

28 human-written examples

According to experiences, depth artifacts in the temporal domain are much more harmful to human's 3D perception quality than those in the spatial domain.

EURASIP Journal on Advances in Signal Processing

According to experiences of the participants each of these barriers contributed to delay to get mental health care and treatments.

BMC Psychiatry

According to experiences in the case-study countries, some mechanism is needed to extend government disease prevention and control programs to the community level.

Emerging Infectious Diseases

Huayou5 is a very old cultivar in China and it was speculated to have high divergence to the modern B. napus cultivars according to experiences of breeders.

BMC Plant Biology

According to experiences of recent years, it is expected that about 600 women per year undergo breast biopsies at the University of Halle.

BMC Cancer

Expert writing Tips

Best practice

Use "according to experience" when you want to emphasize that a conclusion or decision is based on practical knowledge or past observations, rather than theory or speculation. This adds credibility and weight to your statement.

Common error

Avoid using "according to experience" as a substitute for concrete data or research. While practical knowledge is valuable, it should complement, not replace, evidence-based reasoning. Overusing the phrase can make your argument seem anecdotal and less convincing.

Linguistic Context

"According to experience" functions as a prepositional phrase that introduces a statement or conclusion derived from practical knowledge or past observations. As Ludwig AI indicates, the phrase is grammatically correct and usable. It modifies the main clause by providing the basis for the claim being made.

Expression frequency: Common

Frequent in

Science

45%

News & Media

19%

Wiki

11%

Less common in

Encyclopedias

3%

Formal & Business

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, "according to experience" is a versatile and grammatically sound phrase used to introduce statements based on practical knowledge or observation. As confirmed by Ludwig AI, its common usage spans various fields, particularly science and news. To wield it effectively, remember that while experience provides valuable insights, it should not replace evidence-based reasoning. While alternatives like "based on experience" and "in my experience" offer subtle nuances, all serve to ground claims in the tangible realm of past events and personal insights.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on experience

Replaces "according to" with "based on", emphasizing the foundation of the knowledge.

from experience

A shorter alternative, highlighting the origin of the knowledge.

as experience shows

Emphasizes the demonstrative nature of past events.

experience indicates

Presents experience as a source of evidence or guidance.

in my experience

Personalizes the statement, indicating a specific individual's viewpoint.

past experience suggests

More explicitly references previous occurrences as a guide.

through experience

Focuses on the process of learning and gaining knowledge.

drawing from experience

Highlights the act of utilizing accumulated knowledge.

knowledge gained through experience

Elaborates on the type of knowledge being used.

from what I've seen

An informal alternative focusing on personal observation.

FAQs

How can I use "according to experience" in a sentence?

You can use "according to experience" to indicate that something is true based on past observations or practical knowledge. For example, "According to experience, the best time to plant tomatoes is in late spring."

What is a more formal way to say "according to experience"?

More formal alternatives include phrases like "based on empirical evidence" or "in light of past observations". These options are suitable for academic or professional contexts where a higher level of formality is expected.

What can I say instead of "according to experience" to sound more personal?

To sound more personal, you can use phrases like "in my experience" or "from what I've seen". These alternatives emphasize your own observations and perspective.

Is "according to experience" interchangeable with "based on experience"?

While very similar, "based on experience" often implies a more direct and causal relationship. "According to experience" can sometimes suggest a general trend or pattern observed over time.