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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
based on their training
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on their training" is correct and usable in written English.
It can be used when discussing decisions, actions, or behaviors that are influenced by the training someone has received. Example: "The employees were assigned tasks based on their training in customer service."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
18 human-written examples
And third, many people are instinctively pro-private sector – based on their training they see business as more often the answer than government.
News & Media
"The law requires them to file a report whenever they have reasonable cause to suspect, based on their training, based on what they've observed, based on their familiarity with the child," he said.
News & Media
Radiologists are expected to have pertinent knowledge to guide the referring physicians in selecting the appropriate imaging modality, based on their training in radiation dose, risk and safety.
Science
This number is actually increased to ten during the measurements presented in Section 3. Figure 7 The transmit frame structures used in phase 2. Frame structure 1Frame structure 2. During the second phase, the integrity of the frames used for signalling is checked by estimating the SNR of the frames based on their training sequences.
There are many different schools of thought in psychology and each therapist approaches problems differently based on their training and theoretical orientation.
News & Media
We suggest that these two systems can be separated based on their training signals rather than on their time scales.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
41 human-written examples
Under that deal, Hitachi maintains ownership of the trains, and is paid based on their trains' reliability.
News & Media
They will then embark on two separate training camps in Spala, Poland, from 2 July to 11 July and from 18 July to 26 July, with players selected for these camps based on their individual training requirements.
News & Media
It is stated that psychologists must work as per and to the best of their competence boundaries, based on their education, training, supervised experience, consultation, study or professional experience (American Psychological Association 2010).
Clinicians are left to guide their care based on their personal training and interpretation of physiologic principles.
Science
English physicians contested their public health officials' description of plague's low communicability based on their clinical training and infectious disease textbooks (9 ).
Science
Expert writing Tips
Best practice
When using "based on their training", ensure it's followed by a specific action or decision that directly reflects the impact of the training. This provides clarity and strengthens the connection between the training and the outcome.
Common error
Avoid using "based on their training" without clearly specifying how the training influenced the action or decision. Provide enough context to demonstrate the link.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on their training" functions as an adverbial prepositional phrase, modifying a verb or clause to indicate the reason or basis for an action or decision. This is supported by Ludwig's examples, where the phrase clarifies the rationale behind various actions.
Frequent in
Science
62.5%
News & Media
25%
Formal & Business
12.5%
Less common in
Encyclopedias
0%
Wiki
0%
Social Media
0%
Ludwig's WRAP-UP
The phrase "based on their training" is a grammatically sound and frequently employed prepositional phrase used to explain the rationale behind actions or decisions stemming from acquired knowledge and skills. According to Ludwig, it sees common usage across scientific, news, and business contexts, maintaining a neutral register suitable for professional communication. While alternatives like "according to their training" and "informed by their training" exist, they carry slightly different nuances. When employing this phrase, clarity is key: always specify how the training directly influenced the outcome to avoid ambiguity.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
according to their training
This alternative uses "according to" instead of "based on", implying a direct correlation with the training received.
guided by their training
This suggests the training serves as a guide or a set of principles influencing decisions.
informed by their training
Highlights that training provides knowledge that shapes or influences their actions.
drawing from their training
This phrase indicates that individuals are actively using the knowledge they acquired through training.
as a result of their training
This phrase emphasizes that the training is the direct cause of their abilities or actions.
stemming from their training
This alternative implies that their skills or decisions originate from the training they received.
due to their training
Similar to "as a result of", this indicates a cause-and-effect relationship where the training is the reason for something.
owing to their training
This phrase is a formal way of saying that something is because of their training.
by virtue of their training
Suggests they are capable or qualified because of the training they have.
in light of their training
Implies decisions are made considering what was learned during training.
FAQs
How can I use "based on their training" in a sentence?
You can use "based on their training" to explain why someone made a certain decision or performed a task in a particular way. For example, "The doctors chose the treatment plan "based on their training" in oncology".
What are some alternatives to "based on their training"?
Alternatives include "according to their training", "guided by their training", or "informed by their training". The best choice depends on the specific nuance you want to convey.
Is it better to say "according to their training" or "based on their training"?
Both phrases are grammatically correct and can be used interchangeably. However, "based on their training" suggests a more direct influence, while "according to their training" implies adherence to established protocols.
How does "informed by their training" differ from "based on their training"?
"Informed by their training" suggests that the training provides knowledge that shapes a decision, whereas ""based on their training"" implies a more foundational or directive role of the training.
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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
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested