Used and loved by millions
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 the instruction given
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on the instruction given" is correct and usable in written English.
You can use it when referring to actions or decisions that are derived from specific instructions provided. Example: "The report was prepared based on the instruction given by the project manager."
✓ Grammatically correct
Science
Wiki
News & Media
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
Health Pal will plan users' diet and exercies based on the instructions given by their physicians.
The central task was to identify targets based on the instructions given before each block, and the relevant stimuli in this task were faces, including both targets and non-targets.
Science
The development of the PBMS - a questionnaire intended to predict or explain patient choices to use or not to use DMT - was based on the instructions given by Ajzen [ 26].
The substitution of missing values is based on the scale instructions given by the developers of the questionnaire [ 9, 27].
For incomplete questionnaires substitution of missing values is based on the scale instructions given by the developers of the questionnaire [ 23, 24].
For incomplete questionnaires, the missing values were replaced with the mean value of the answered questions of the respondent when at least 6 out of 8 items had valid response, which is based on the scale instructions given by the developers of the questionnaire.
For incomplete questionnaires, the missing values were replaced with the mean value of the answered questions of the respondent when at least 6 out of 8 items had valid response, which is based on the scale instructions given by the developers of the questionnair [ 20, 21].
In our model, the error masking/detection effects in instructions based on the Instruction Set Architecture (ISA) are studied.
based on the instruction provided by the manufacturer.
Science
The instruction given in Naughten's trial was directly based on § 44.370 of the Oregon Revised Statutes, a provision first passed in 1862.
Academia
The instruction given was standardized.
Science
Expert writing Tips
Best practice
When using "based on the instruction given", ensure the source and nature of the instruction are clear to avoid ambiguity.
Common error
Avoid using "based on the instruction given" excessively in passive constructions. Instead, actively state who gave the instruction and who followed it for clearer, more direct writing.
Source & Trust
76%
Authority and reliability
3.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on the instruction given" primarily functions as an adverbial phrase, modifying a verb or clause to indicate the basis or reason for an action. It specifies that something was done because of a particular instruction.
Frequent in
Science
0%
News & Media
0%
Formal & Business
0%
Less common in
Science
0%
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
The phrase "based on the instruction given" is a grammatically correct way to indicate that an action or decision was made following specific guidance. However, Ludwig AI suggests that while usable, it can sometimes be improved for brevity and clarity. Alternatives like "following the given instructions" or "according to the provided instructions" may offer a more concise and direct way to convey the same meaning. Ensure the source and nature of the instruction are clear to avoid ambiguity in your writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
according to the instructions provided
Replaces "based on" with "according to" and emphasizes the provided nature of the instructions.
following the given instructions
Focuses on the action of adhering to the instructions.
in accordance with the guidance given
Uses "in accordance with" to convey compliance with the provided guidance.
as directed by the instruction
Emphasizes the directive nature of the instruction.
pursuant to the instruction given
A more formal way of saying "following the instruction".
guided by the instructions
Highlights the role of instructions as a guide.
in compliance with the instruction
Focuses on the act of complying with the instruction.
as per the instructions provided
Uses "as per" for a more concise alternative.
adhering to the given instruction
Highlights the action of sticking closely to the provided instruction.
under the direction of the instruction
Emphasizes that the action is being done under someone or something's direction.
FAQs
How can I use "based on the instruction given" in a sentence?
You can use "based on the instruction given" to indicate that an action or decision was made following specific directions. For instance, "The report was prepared "according to the provided instructions"".
What are some alternatives to saying "based on the instruction given"?
Alternatives include "following the given instructions", "in accordance with the guidance given", or "as directed by the instruction", depending on the context.
Is it better to use "according to the instructions" or "based on the instruction given"?
"According to the instructions" is generally more concise and direct. "Based on the instruction given" is acceptable, but can sometimes sound wordy and could be improved by "following the given instructions" for brevity.
What's the difference between "based on the instruction given" and "guided by the instructions"?
"Based on the instruction given" implies a direct cause-and-effect relationship, while "guided by the instructions" suggests a more advisory role. "Guided by the instructions" implies some level of interpretation or judgment.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
76%
Authority and reliability
3.8/5
Expert rating
Real-world application tested