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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
were attributed according to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "were attributed according to" is correct and usable in written English.
It can be used when discussing how certain characteristics, actions, or results are assigned or ascribed based on specific criteria or sources. Example: "The findings of the study were attributed according to the participants' responses and demographic information."
✓ Grammatically correct
Science
News & Media
Alternative expressions(4)
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
5 human-written examples
The costs of medicines were attributed according to the name of the drug, its dosage and its duration.
Science
aRibotypes were attributed according to reference strains, except ribotype 018 that was assigned arbitrarily according to our internal database.
Science
For each SNP included in the GRS calculation, weightings of 0, 1, and 2 were attributed according to the number of risk alleles (defined as coded) present.
All subjects visiting the center for the first time were attributed, according to their age, to a pediatrician trained in motivational interviewing and obesity care, assisted by a nurse trained in behavioral techniques.
Science
and by a radiologist expert in musculoskeletal diseases (F.P .. Scores were attributed according to liver uptake as 0 = no uptake present, 1 = lower than liver uptake, 2 = similar to liver uptake, 3 = higher than liver uptake, as proposed by Walter et al. [ 18].
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
Criminal liability is attributed according to whether "he ought to have foreseen the reasonable possibility of resultant death".
News & Media
A score is attributed according to ten events occurring during the simulation and detectable in the last generation F3 (see table at right bottom of Figure 1).
The level of textual articulation was used as a measure of overall performance in text production, and the score was attributed according to hierarchical categories 1 to 4, as proposed by Costa and Boruchovitchb (2009, p. 175 176).
Those of the second set which we call R5/X4 are attributed according to the annotation of the sequences concerning coreceptor usage – CCR5-, CXCR4- and dual-tropic (R5X4) strains.
Science
Using the Los Alamos database [9] we defined two sets of labeled V3 loop protein sequences: the labels of the first set, which we call NSI/SI are attributed according to the annotation of non-syncytium-inducing (NSI) and syncytium-inducing (SI) strains.
Science
The chromosome type was attributed according to Levan et al. (1964).
Science
Expert writing Tips
Best practice
Consider the formality of your writing. While generally acceptable, this phrase might be more suitable for academic, scientific, or formal contexts rather than informal conversation.
Common error
Avoid using "were attributed according to" without specifying who or what is doing the attributing. For instance, instead of saying 'the increase was attributed according to experts', specify 'the increase was attributed to economic recovery, according to a panel of economists'.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "were attributed according to" functions as a verbal phrase used to describe how certain characteristics, actions, or results are assigned or ascribed based on specific criteria. As Ludwig AI confirms, this construction is grammatically correct and usable in written English. Examples from Ludwig show its usage in scientific and news contexts.
Frequent in
Science
80%
News & Media
20%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "were attributed according to" is a grammatically sound construction used to explain how certain qualities, results, or actions are assigned based on defined criteria. Ludwig AI validates its correctness and usability. Predominantly found in scientific and news contexts, its purpose is to clarify the methodology behind attributions, ensuring transparency and credibility. While generally acceptable, it's most suited for formal writing. To enhance clarity, always specify the criteria or source for the attribution.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
were assigned based on
This alternative focuses on the action of assigning something based on a specific criterion.
were credited in accordance with
This alternative is similar to the original, but it replaces "attributed" with "credited" and uses "in accordance with" instead of "according to".
were classified by
This option emphasizes the action of classifying items or information based on certain attributes.
were designated following
This version implies a formal designation process guided by specific guidelines or procedures.
were labeled consistent with
This alternative highlights the act of labeling something to match specific, established standards or attributes.
were determined through
This variant suggests a determination was made by some sort of inspection or analysis.
were indexed conforming to
This conveys the act of creating an index guided by previously stated rules.
were associated with
This alternative simplifies the expression to highlight a correlation. It's less precise about the procedure of that ascription.
were linked in relation to
This version focuses on connecting two items in reference to another.
were connected considering
This alternative simply says something was connected taking into consideration some element.
FAQs
How can I use "were attributed according to" in a sentence?
You can use "were attributed according to" to explain how characteristics, actions, or results are assigned based on specific criteria. For example, "The success of the project "was attributed to" effective teamwork, according to the project manager."
What can I say instead of "were attributed according to"?
Alternatives include "were assigned based on", "were credited in accordance with", or "were classified by" depending on the specific context.
Is it better to say "were attributed to" or "were attributed according to"?
"Were attributed to" typically indicates the cause of something, while "were attributed according to" indicates the criteria used for attribution. For example, "The fire "was attributed to" arson" versus "The damages "were attributed according to" the insurance adjuster's assessment."
When is it appropriate to use "were attributed according to" in formal writing?
The phrase "were attributed according to" is appropriate in formal writing, particularly in academic or scientific contexts, when explaining how data, scores, or characteristics "were assigned" based on a specific methodology, source, or established criteria. It adds a layer of precision, indicating the attribution followed a defined standard.
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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
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested