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
handled identically
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "handled identically" is correct and usable in written English.
You can use it when referring to two or more items or situations that are treated in the same way or manner. Example: "In this experiment, both samples were handled identically to ensure accurate results."
✓ 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
38 human-written examples
All images were handled identically.
Science
Care was taken to see that all samples were handled identically, and were used within two months after preparation.
Science
All patients and control samples were handled identically and analyzed simultaneously in order to ensure stable assay conditions.
Science
Confounding and bias were avoided by using available serum samples without selection for this study, from a single enrollment center in which all samples were handled identically, to minimize the influence of pre-analytic factors.
Science
Control EHTs were handled identically without reinforcement.
Science
All the samples were collected and handled identically.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
22 human-written examples
Beyond the look, the cars in Forza Horizon are designed to drive and handle identically to their real-life counterparts.
News & Media
Greg Burgess, the Focus vehicle engineering manager, said the American model handled almost identically to its Euro-sibling.
News & Media
Samples were labeled by number only, and matched case control pairs were handled together identically, shipped in the same batch, and assayed in the same run.
In an identically handled control group, matings were allowed to proceed undisturbed until naturally terminated.
Science
In accordance with the BFS scoring, we calculated the mean of the PTGI item scores in order to handle missing items identically.
Science
Expert writing Tips
Best practice
When describing experimental design, use "handled identically" to clearly communicate that control and experimental groups received the same procedures, minimizing bias.
Common error
Avoid using "handled identically" when you mean the outcome was the same. "Handled identically" describes the process, not the results. If results are the same, consider phrases like "yielded similar results" or "resulted in identical outcomes".
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "handled identically" typically functions as an adverbial phrase, modifying a verb to specify how something was treated or managed. It indicates a consistent approach in procedures, as seen in Ludwig, where it often appears in scientific contexts.
Frequent in
Science
87%
News & Media
9%
Formal & Business
4%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "handled identically" is a useful way to convey that different elements within a process or experiment received the same treatment. Ludwig highlights its frequent usage in scientific and technical writing, where consistent methodologies are critical. The phrase, deemed correct by Ludwig AI, serves to emphasize objectivity and fairness in treatment, helping to ensure that outcomes are not biased by variations in procedure. While most common in science, its usage extends to news and media to signal impartiality. Be sure that when using "handled identically", you are referring to the treatment and not the results.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
treated in the same manner
Emphasizes the method of treatment being equivalent.
processed equally
Focuses on the equivalence of processing steps.
treated uniformly
Highlights the consistent application of treatment.
subjected to the same procedure
Focuses on the sameness of the procedure followed.
managed consistently
Highlights consistent management practices.
dealt with equivalently
Emphasizes equivalence in how situations are dealt with.
administered identically
Focuses on identical administration methods.
subjected to identical conditions
Highlights the similarity in environmental factors.
treated in a standardized way
Focuses on the application of standard treatment.
given the same attention
Highlights the equal focus provided.
FAQs
How can I use "handled identically" in a sentence?
You can use "handled identically" to describe how different samples or subjects were treated the same way during a process, like in an experiment: "The control group and the experimental group were "handled identically" except for the treatment."
What's a good alternative to "handled identically"?
Alternatives to "handled identically" include "treated in the same manner", "processed equally", or "treated uniformly", depending on the context.
Is it better to say "treated identically" or "handled identically"?
Both "treated identically" and "handled identically" are acceptable, but "handled identically" often implies a more hands-on, procedural approach. "Treated identically" might be more general. Choose the phrase that best reflects the specific context.
Can "handled identically" be used to describe non-physical processes?
While "handled" often implies a physical action, "handled identically" can be used metaphorically to describe abstract processes that are managed in the same way. For example, "All customer complaints are "handled identically" according to our company policy."
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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested