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
according to our framework
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to our framework" is correct and usable in written English.
You can use it when referencing a specific structure or set of guidelines that you or your organization follows. Example: "According to our framework, all projects must adhere to the established timelines and quality standards."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(13)
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
7 human-written examples
According to our framework, firms at each period in time weigh the benefits against the costs of being an RJV member.
Science
According to our framework as discussed in Sect.
Science
According to our framework, we first create the 20 rankings defined in the former parts (18 unsupervised score-based rankings plus Borda and Medrank) on each of the three sets (learning, validation and test).
Science
The second issue relates to attribution of observed impacts to the intervention according to our framework.
Science
This section details the projects' evaluation according to our framework, including a tabular and visual comparison of their distinct features.
According to our framework, the form and prevalence of physicians' simultaneous engagement in public and private clinical activities critically depend on local factors linked to the health system's governance (regulation and implementing institutions), as well as to the structure of the market for physician services (supply, demand and product).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
We selected the most frequently cited influencing factors that were identified in at least 3 out of 4 focus group interviews (Table 3), categorised according to our frameworks: 1.
Science
According to our theoretical framework, human capital will be distinguished in two main specific components (education and working experience).
Academia
Of the articles reviewed, only 15 studies were found to represent mixed methods research, according to our conceptual framework.
Science
As a result, 12 ideas were created, 6 of which were assessed as novel according to our assessment framework.
Faculty in the three departments thus hold different individual characteristics which, according to our conceptual framework, should result in departmental differences in the level of adoption of student-centered instructional practices.
Expert writing Tips
Best practice
When using "according to our framework", ensure that the framework is clearly defined and accessible to the audience to avoid ambiguity.
Common error
Avoid using "according to our framework" as a substitute for detailed explanation. Always provide sufficient context and information about the framework to ensure clarity and understanding.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to our framework" functions as a prepositional phrase that introduces a statement or action. It specifies that the subsequent information is derived from or aligned with a predefined set of guidelines or principles. Ludwig AI confirms that it's usable in written English.
Frequent in
Science
71%
News & Media
14%
Academia
14%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "according to our framework" is a prepositional phrase used to indicate that information, actions, or decisions are based on a specific set of guidelines. Ludwig AI confirms its grammatical correctness and usability. It is most frequently found in scientific and academic contexts, suggesting a formal and precise register. When using this phrase, it's important to ensure the framework is clearly defined and accessible to the audience. Alternatives like "based on our framework" or "in line with our framework" can be used depending on the desired nuance.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
based on our framework
Replaces "according to" with "based on", emphasizing the foundation provided by the framework.
in line with our framework
Indicates alignment and consistency with the framework's guidelines.
following our framework
Focuses on adherence and compliance with the framework's procedures.
as per our framework
A more formal alternative to "according to", suitable for official documents.
under our framework
Suggests that actions or decisions are governed by the framework.
guided by our framework
Emphasizes the directional influence of the framework.
consistent with our framework
Highlights the uniformity and agreement with the framework's principles.
in accordance with our framework
A formal way of saying "according to", often used in legal or official contexts.
pursuant to our framework
Indicates that actions are taken as a result of or in compliance with the framework.
by virtue of our framework
Suggests that the framework provides the authority or justification for actions.
FAQs
How can I use "according to our framework" in a sentence?
You can use "according to our framework" to introduce a statement or action that aligns with a specific set of guidelines or principles. For example: "According to our framework, all projects must undergo a thorough risk assessment."
What are some alternatives to "according to our framework"?
You can use alternatives like "based on our framework", "in line with our framework", or "following our framework" depending on the specific nuance you want to convey.
Is it better to say "according to our framework" or "based on our framework"?
Both phrases are grammatically correct and convey a similar meaning. "According to our framework" is slightly more formal, while "based on our framework" emphasizes the foundation or rationale behind the statement.
When is it appropriate to use "according to our framework"?
Use "according to our framework" when you want to emphasize that a statement, decision, or action is guided by a specific set of principles or rules that your organization or team has established.
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
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested