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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
accordingly based on
Grammar usage guide and real-world examplesUSAGE SUMMARY
"accordingly based on" is correct and can be used in written English.
This phrase is used to introduce a decision made based on a prior statement or fact, which is usually made clear earlier in the sentence or passage. For example: "John had always wanted to major in finance, and accordingly based on his interests, he chose to pursue a degree in economics."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(3)
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
60 human-written examples
Accordingly, based on the metabolic core model of E. coli, we constructed four constraint-based models: Model, Model_del_ldh, Model_del_pfl, and Model_nzn for wild-type E. coli, ldhA mutant, pflB mutant, and NZN111, respectively (see "Methods" section).
"Accordingly, based on counsel's advice, it is premature and not appropriate to supply to news sources piecemeal information relating to this incident, including any systemwide information that may prejudice the inquiry".
News & Media
"Accordingly, based on these classifications, a graduate could be working as a barista in Starbucks - or toiling away in any capacity in any kind of job, no matter how menial or poorly compensated or unrelated to law - and would be deemed employed and working in 'business,' " the complaint said.
News & Media
The hands will adjust accordingly based on the device with which the Steel is synced.
News & Media
8. Update γ k ' s accordingly based on the ellipsoid method [19] 9.
Hertz contact law is also revised accordingly based on a proper micromechanical model.
Science
Corresponding soundness verification and dynamic modification are discussed accordingly based on the new modelling method.
Accordingly, based on the data given in Table 1, subtracting minimum + 2nd derivative was the selected data pre-treatment.
Science
The participants were supposed to imagine themselves in this particular situation and respond accordingly based on their immediate reaction.
Accordingly, based on the Var offers and the technical operation constraints, a two-step model has been introduced for the reactive power planning.
Accordingly, based on the total probability formula, using (19) and (25), the instantaneous network reliability can be calculated by R sys t = 1 M 0 !
Expert writing Tips
Best practice
Avoid redundancy by ensuring that the 'accordingly' part adds meaningful information. If the 'based on' portion already implies consequence, consider streamlining the sentence.
Common error
A common mistake is to use "accordingly based on" when a simpler phrase like "based on" would suffice. "Accordingly" implies a direct and logical consequence, so ensure it accurately reflects the relationship between the premise and conclusion.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "accordingly based on" functions as a prepositional phrase that modifies a verb or clause. It indicates that an action or conclusion is a direct consequence of certain information or conditions. Ludwig AI confirms its proper usage in written English.
Frequent in
Science
64%
News & Media
20%
Formal & Business
16%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "accordingly based on" is a grammatically sound phrase used to establish a clear cause-and-effect relationship, predominantly found in scientific and journalistic contexts. As Ludwig AI confirms, the phrase is suitable for use in written English, though careful consideration should be given to avoid redundancy. Alternatives such as "consequently, in light of" or "therefore, considering" may offer more concise options depending on the context. Remember to clearly articulate the basis for your action or decision to ensure clarity for the reader. Using the phrase accurately demonstrates a logical connection, reinforcing the rationale behind a particular course of action.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
consequently, in light of
Replaces "accordingly based on" to emphasize the result of a preceding fact or situation.
therefore, considering
Substitutes the original phrase to highlight the logical deduction derived from certain premises.
thus, given
Offers a streamlined expression where a conclusion is drawn from specified information.
in response to, and informed by
Emphasizes the action taken as a direct reaction to existing knowledge.
as a result of, taking into account
Highlights the outcome derived after careful consideration of particular factors.
in accordance with, and relying on
Stresses adherence to specific guidelines or principles.
subsequently, with regard to
Denotes a sequential outcome linked to initial conditions or details.
correspondingly, in view of
Indicates a parallel action or adjustment made considering specific circumstances.
dependent on, and guided by
Highlights how decisions or actions are steered by particular insights or rules.
stemming from, and adapted to
Conveys that something originates and is tailored to suit certain conditions.
FAQs
How can I use "accordingly based on" in a sentence?
Use "accordingly based on" to show that an action or decision directly results from specific information or a situation. For example, "The budget was revised, accordingly based on the new revenue projections."
What phrases are similar to "accordingly based on"?
Similar phrases include "consequently, in light of", "therefore, considering", or "thus, given".
Is it redundant to say "accordingly based on"?
It can be, if the connection is already obvious. Using just "based on" may be more concise if the consequence is implied. Make sure that the use of "accordingly" adds additional clarity to the cause-and-effect relationship.
What is the difference between "accordingly based on" and just "based on"?
"Based on" simply states the foundation for something. "Accordingly based on" emphasizes that an action or decision is a direct and logical result of that foundation. The former is neutral, while the latter indicates causality.
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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