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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
develop based on
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "develop based on" is correct and usable in written English.
It can be used when describing the process of creating or formulating something that is influenced by certain factors or information. Example: "We will develop our marketing strategy based on the latest consumer research and trends."
✓ Grammatically correct
Science
News & Media
Academia
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
28 human-written examples
The theory provides some guidance for how impairments in the maternal-infant bond may develop, based on one key tenet of the theory: that a disruption in one stage of the process of becoming a mother will have a continued adverse effect on achievement of subsequent stages.
Science
These studies produce relevant knowledge on how children's abilities, skills, and competencies develop based on individual resources and conditions; how learning opportunities influence their development in different contexts; how disparities emerge early in life; and how all this impacts educational careers, lifelong learning, well-being, and participation in society.
"That's the preliminary suspicion and it can develop based on the evaluation of the result of our search".
News & Media
In halfsider birds, cells on each side of the fused embryo develop based on their chromosomal makeup, regardless of the hormonal milieu.
News & Media
As department leaders and managers, take an active role in partnering with your employees to figure out the skills they need to develop based on business goals.
News & Media
The proposed method is suitable for developing an agent difficult to develop based on a top-down approach alone.
Human-verified similar examples from authoritative sources
Similar Expressions
32 human-written examples
developed based on a decentralized sensor network.
The ICD was developed based on three bi-parental populations.
Science & Research
Test items then were developed based on the content areas.
Academia
"All our programs are developed based on my principles," he was telling me last Tuesday.
News & Media
A drug was accordingly developed based on brain scans of traders that promised better decision-making.
News & Media
Expert writing Tips
Best practice
When using "develop based on", ensure that the elements upon which you are developing are clearly defined. This provides clarity and strengthens the logical connection between the foundation and the developed outcome.
Common error
Avoid using "develop based on" without clearly specifying the basis of development. Vague references can weaken your argument and confuse the reader. Always articulate the foundation upon which the development occurs.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "develop based on" functions as a prepositional phrase, modifying a verb or noun to specify the foundation or criteria used in a development process. This aligns with Ludwig's observation that the phrase is usable in written English, which confirms its grammatical acceptability.
Frequent in
Science
44%
News & Media
28%
Academia
16%
Less common in
Formal & Business
8%
Wiki
4%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "develop based on" is a common and grammatically sound phrase used to describe a process where something is created or expanded upon a specific foundation. According to Ludwig, it's perfectly acceptable in written English. Predominantly used in scientific, news, and academic contexts, this phrase effectively conveys the underlying rationale or methodology behind a development. While alternatives such as "build upon" or "derive from" offer similar meanings, "develop based on" maintains a balance between formality and accessibility, making it a versatile choice for various communication scenarios. Just be sure to clearly define the base!
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
build upon
Emphasizes expanding or adding to an existing structure or idea.
formulate from
Highlights the creation or construction of something from specific ingredients or components.
construct from
Emphasizes the process of assembling something from individual parts or elements.
derive from
Focuses on the origin or source from which something is obtained or developed.
evolve from
Highlights the gradual development or transformation of something over time, starting from a particular point.
stem from
Indicates that something originates or arises as a consequence of something else.
grow out of
Suggests that something originates or arises naturally from a specific context or situation.
arise from
Similar to 'stem from', but with a slightly broader implication of emergence or occurrence.
design according to
Specifies that a design is created in accordance with particular standards or requirements.
modelled after
Implies that something is created following a specific pattern, example or model.
FAQs
How can I use "develop based on" in a sentence?
You can use "develop based on" to indicate that something is created or expanded using a particular foundation or set of principles. For example, "The curriculum was "developed based on" the latest research in child psychology."
What are some alternatives to "develop based on"?
Alternatives include "build upon", "formulate from", or "derive from", depending on the specific nuance you want to convey.
What is the difference between "develop based on" and "designed based on"?
"Develop based on" implies a broader process of growth and expansion, while "designed based on" suggests a more structured and intentional creation process. The first is more open-ended than the second.
Is it more appropriate to say "develop based on" or "developed based on"?
The correct tense depends on the context. "Develop based on" is used when describing a process, while "developed based on" is used when describing something that has already been created. For example, "We will "develop based on" the feedback" vs. "The application was "developed based on" user needs."
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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