regarding quantitative data

USAGE SUMMARY

The phrase "regarding quantitative data" is correct and usable in written English.
You can use it when discussing or referencing information that involves numerical data or statistics. Example: "The report provides insights regarding quantitative data collected from the survey."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

In forthcoming papers we provide details regarding quantitative data collection and analyses conducted to assess clinical meaningfulness and the psychometric performance of the questionnaire as administered to more than 600 participants (manuscript in preparation).

BMC Complementary and Alternative Medicine

Regarding quantitative data, appropriate descriptive statistics will be used to present the results, i.e. means with standard deviations for normally distributed variables, median with inter-quartile ranges for variables not distributed normally, and proportions with 95% confidence intervals for categorical variables.

BMC Health Services Research

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Regarding the quantitative data, the mean and the standard deviation (SD) were calculated when there was normal distribution of data, and median, first (Q1) and third quartile (Q3) when the distribution of data was not normal.

BioMed Research International

Regarding the quantitative data, the averaged Pearson correlation coefficient across samples was used to measure the reproducibility, showing the value of 0.73 (again P < 0.05 always), which increased to 0.82 (P < 0.05) when only the transcripts with significant expression differences were taken into account.

BMC Evolutionary Biology

Regarding diarrhoea, the quantitative data demonstrated that the RNs mainly managed the residents' diarrhoea with Loperamide and dietary interventions.

BMC Nursing

Regarding constipation, the quantitative data demonstrated that laxative use and enemas were common measures, as well as dietary interventions and manual emptying of faeces.

BMC Nursing

It provides quantitative data regarding thermal behaviour of lithium-ion batteries for designing thermal management systems and developing reliable thermal models.

International Communications in Heat and Mass Transfer

Nevertheless, quantitative data regarding the contribution of different densities of built-up surfaces in determining urban spatial LST changes is currently lacking in Italy.

Science of The Total Environment

In this regard, the lithium-ion battery is placed in a vertical position on a stand inside the lab with an ambient air cooling and the battery is discharged under constant current rate of 1C, 2C, 3C, and 4C in order to provide quantitative data regarding thermal behavior of lithium-ion batteries.

International Journal of Heat and Mass Transfer

For this, the 18650 cylindrical lithium-ion battery cell is tested inside the lab with an air-cooling method by four thermocouples mounted on the battery surface under four constant current discharge rates of 1 C, 2 C, 3 C, and 4 C in order to provide quantitative data regarding thermal behavior of lithium-ion batteries.

Applied Thermal Engineering

Currently, the state lacks quantitative data regarding the Community Centers (Kantor and Kaufmann 2008; Redondo 2012).

International Journal of Child Care and Education Policy

Expert writing Tips

Best practice

When using "regarding quantitative data", ensure that the context clearly defines what specific aspect of the data you are addressing to avoid ambiguity.

Common error

Avoid using "regarding quantitative data" as a broad, introductory phrase without specifying the context or purpose of the data. Be specific about what aspect of the data is relevant to your discussion.

Linguistic Context

The phrase "regarding quantitative data" functions as a prepositional phrase, setting the context or scope of a discussion by indicating that it will focus on numerical or measurable information. As Ludwig AI shows, this phrase is frequently used in scientific and academic writing to introduce topics related to statistical analysis or data interpretation.

Expression frequency: Uncommon

Frequent in

Science

100%

News & Media

0%

Formal & Business

0%

Less common in

News & Media

0%

Formal & Business

0%

Science

0%

Ludwig's WRAP-UP

In summary, the phrase "regarding quantitative data" is a grammatically correct prepositional phrase used to introduce discussions or analyses focused on numerical or measurable information. As Ludwig AI confirms, its primary function is to set the context in academic, scientific, and professional settings. While alternatives such as "concerning" or "with respect to" offer similar meanings, it's important to ensure the specific context aligns with the intended level of formality. Although fairly common in scientific literature, remember to provide specific details of what aspect you are addressing to avoid ambiguity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

concerning quantitative data

Replaces "regarding" with "concerning", maintaining the focus on quantitative data but with a slightly more formal tone.

with respect to quantitative data

Substitutes "regarding" with "with respect to", providing a more formal and detailed nuance.

as regards quantitative data

A slightly archaic but still valid alternative to "regarding", with the same general meaning.

in relation to quantitative data

Emphasizes the connection or relationship to quantitative data, instead of just focusing on the data itself.

pertaining to quantitative data

Uses "pertaining to" for a more formal and specific connection to quantitative data.

in terms of quantitative data

Focuses on describing something using quantitative data, implying analysis or evaluation.

in connection with quantitative data

Highlights the link or association to quantitative data, useful when discussing data sources or relationships.

relative to quantitative data

Suggests a comparison or assessment made in relation to quantitative data.

when considering quantitative data

Shifts the focus to the act of evaluating quantitative data, useful in analytical contexts.

on the subject of quantitative data

Indicates the topic being discussed is quantitative data, making it more explicit.

FAQs

How can I rephrase "regarding quantitative data" for better clarity?

For enhanced clarity, consider alternatives like "concerning quantitative data" or "with respect to quantitative data", depending on the context and your desired level of formality.

Is there a difference between "regarding quantitative data" and "concerning quantitative data"?

While both phrases are largely interchangeable, "concerning quantitative data" might imply a slightly more formal or serious tone than "regarding quantitative data".

In what contexts is it most appropriate to use "regarding quantitative data"?

"Regarding quantitative data" is suitable in academic, scientific, and professional contexts when discussing or analyzing numerical information. It indicates that the following discussion will pertain to data that can be measured and expressed numerically.

What are some common synonyms for "regarding" when discussing data?

Common synonyms include "with respect to", "in relation to", and "pertaining to", each adding a slightly different nuance to the connection between the discussion and the data.