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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
according to items
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to items" is not commonly used in written English and may sound awkward without additional context.
It could be used when referencing specific items or details from a list or document, but it would typically require more context to clarify its meaning. Example: "According to items listed in the report, we need to adjust our budget for next quarter."
✓ Grammatically correct
Science
News & Media
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
To conduct more realistic simulations of crustal deformation and forecasting, the viscoelastic crustal structure model presented in this paper needs to be next examined according to items (i) and (ii) below.
Science
A fundamental outcome used by evaluators was the completeness of reporting according to items from the reporting guideline.
Science
All of the relevant keywords, which were classified according to items such as reasons and results, were extracted from the database according to the goals of the interview.
Science
Individuals aged 16 years or older are evaluated according to items in the Specific Health Examination based on the Act on Assurance of Medical Care for Elderly People (Act No. 80, 1982).
Science
Results according to items of the TPB are shown in Table 2. On average primary care providers have a fairly positive attitude towards offering a test solely on the basis of ethnicity and regardless of family history, midwives being more positive than GPs.
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
These tests were analyzed according to Item Response Theory.
According to ITEM, economic growth will be modest, with the UK economy growing 0.9% in 2014.
News & Media
To assess the development of mathematical competencies across two measurement points, scaling was performed according to item response theory.
According to item (6) of Lemma 3.2, the mappings (F) and (g) have an (n -tupled coin -tupledpoint.
Science
In particular, z is not an eigenvalue of A and according to item (ii), the operator (M_+ z)+M_- z)) is injective.
The distracting effects of type B (based on the keyword processing strategy) and type C (representing an opposite interpretation) distractors differed according to item types.
Science
Expert writing Tips
Best practice
When using "according to items", ensure the context clearly defines what "items" refers to, such as specific elements in a list, document, or set of criteria for clarity.
Common error
Avoid using "according to items" without specifying what those items are. Vague references can confuse readers. Instead, specify "according to the criteria outlined in Section 3" or "according to items 1-5 on the checklist".
Source & Trust
82%
Authority and reliability
3.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to items" functions as a prepositional phrase, modifying a verb or noun by specifying the source of information or the basis for a statement. As Ludwig AI points out, it's crucial to clearly define what "items" refers to. For example, "Individuals aged 16 years or older are evaluated according to items in the Specific Health Examination."
Frequent in
Science
70%
News & Media
30%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "according to items" is a grammatically sound prepositional phrase used to specify the basis for a claim or action. While Ludwig AI notes it can sometimes sound awkward, it commonly appears in scientific and news contexts. For improved clarity, always define what "items" refers to explicitly. Alternatives such as "based on the items" or "in accordance with the items" may provide better flow. Remember to use "according to item" for singular references and "according to items" for plural. This phrase is less about wrong usage and more about its best possible use.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on the items
Replaces "according to" with "based on", emphasizing the foundation or source of information.
in accordance with the items
Substitutes "according to" with "in accordance with", suggesting a formal agreement or conformity.
as per the items
Uses "as per" instead of "according to", offering a slightly more concise and direct tone.
following the items
Replaces "according to" with "following", highlighting a sequence or order.
in line with the items
Uses "in line with" to indicate alignment or agreement with the items.
consistent with the items
Highlights that something aligns harmoniously or logically with something else.
pursuant to the items
A more formal substitution for "according to", often used in legal or official contexts.
by virtue of the items
Indicates that something is a result or consequence of the items.
on the basis of the items
Emphasizes the justification or rationale provided by the items.
with reference to the items
Specifies that the items are being consulted or considered.
FAQs
How can I use "according to items" in a sentence?
Use "according to items" when you want to indicate that something is based on or in agreement with specific items in a list or document. For example, "According to items listed in the report, we need to adjust our budget for next quarter."
What can I say instead of "according to items"?
You can use alternatives like "based on the items", "in accordance with the items", or "as per the items" depending on the context.
Is it always necessary to use "according to items" or are there better alternatives?
While grammatically correct, "according to items" can sometimes sound awkward. Alternatives like "based on" or "in accordance with" often provide better clarity and flow.
Which is correct, "according to items" or "according to item"?
Generally, "according to items" is used when referring to multiple items, while "according to item" is used when referring to a single item. For instance, "According to item 3..." refers to a specific item, while "According to items 3 and 4..." refers to multiple items.
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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
82%
Authority and reliability
3.8/5
Expert rating
Real-world application tested