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
was quantified based on
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "was quantified based on" is correct and usable in written English.
It can be used when describing how a measurement or assessment was determined using specific criteria or factors. Example: "The success of the project was quantified based on the increase in user engagement and satisfaction."
✓ Grammatically correct
Science
Alternative expressions(2)
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
Connectivity in the literature-based network structure was quantified based on the GOF and LOF microarray gene expression datasets.
Science
The performance enhancement was quantified based on heat pipe effectiveness.
Science
ICD was quantified based on passive cavitation detection (PCD) measurements.
Data was quantified based on the cell number counting of at least five × 20 images.
Science & Research
The emitter efficiency was quantified based on the measured wall temperature.
Science
The experts' AVG experience was quantified based on their professional score, ranging from 1900 to 2600 points, measured on Elo's chess-skill rating scale50.
Science & Research
The hydrological response of green roofs was quantified based on statistical analysis of the results of a 22-year (1989 2010) continuous simulation with Danish climate data.
Science
The amount of energy required for crude oil processing was quantified based on the properties of crude oil and different techniques applied in the oil fields.
Science
Radial growth was quantified based on five years of tree ring widths immediately preceding the MPB outbreak and five years after attack.
The durability was quantified based on the measurements of water-permeable porosity, capillary water absorption, chloride transport properties, electrical resistivity, freeze thaw resistance and alkali-silica reaction.
Treatment response was quantified based on CT tumor volumes.
Science
Expert writing Tips
Best practice
Use "was quantified based on" in contexts where objective measurements or data analysis are involved. Avoid using it in subjective or qualitative assessments.
Common error
Avoid vague statements about the basis of quantification. Instead of saying, "The impact was quantified based on several factors", specify which factors were considered (e.g., "The impact was quantified based on user engagement, conversion rates, and customer satisfaction scores").
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "was quantified based on" serves as a grammatical connector, linking an outcome or characteristic with the specific criteria used to measure or assess it. As supported by Ludwig, this passive construction emphasizes the objective measurement process.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, the phrase "was quantified based on" is a grammatically sound and highly prevalent expression, as validated by Ludwig AI. It's most commonly employed in scientific contexts to describe how measurements or assessments were objectively determined. When using this phrase, clarity is key: always specify the criteria that informed the quantification. While variations such as "was measured according to" or "was determined by" offer stylistic alternatives, the core function remains the same: to transparently articulate the methodology behind a quantitative result.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
was measured according to
Replaces "quantified" with "measured" and uses "according to" instead of "based on", focusing on adherence to specific standards or methods.
was determined by
Emphasizes the process of finding a specific value or result, indicating that the quantification was a result of a calculation or assessment.
was assessed using
Highlights the tools or methods used in the quantification process, shifting focus from the basis to the instruments or techniques.
was evaluated in terms of
Suggests a broader judgment based on specific criteria, rather than a precise numerical determination.
relied on for quantification
Focuses on the dependence on certain data or methods for achieving quantification.
quantification was derived from
Highlights where the quantitative data originated, emphasizing the source of the measurement.
estimation was grounded in
Implies that the quantification is an approximate calculation that is based on specific evidence or principles.
calculation was predicated on
Indicates that the quantification was dependent on certain assumptions or pre-existing conditions.
measurement hinged on
Stresses the crucial role of particular factors or conditions in obtaining the measurement.
numeric value assigned according to
Breaks down the process, showing a numerical value was given based on certain criteria or guidelines.
FAQs
What does "was quantified based on" mean?
The phrase "was quantified based on" means that a measurement or assessment was determined using specific criteria or factors. It indicates a systematic approach to assigning a numerical value.
How to use "was quantified based on" in a sentence?
You can use it to explain how a particular value or measurement was obtained. For example, "The project's success "was quantified based on" the increase in user engagement and satisfaction scores."
What can I say instead of "was quantified based on"?
Alternatives include "was measured according to", "was determined by", or "was assessed using", depending on the specific context.
Is it better to use active or passive voice with "was quantified based on"?
While "was quantified based on" is in the passive voice, it's often appropriate in scientific and technical writing where the emphasis is on the measurement itself rather than the actor. However, active voice can be used for directness when the actor is important.
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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested