indicates a positive correlation

USAGE SUMMARY

The phrase "indicates a positive correlation" is correct and usable in written English.
It can be used in contexts such as research, statistics, or data analysis when discussing the relationship between two variables that move in the same direction. Example: "The data collected from the survey indicates a positive correlation between exercise frequency and overall happiness."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

21 human-written examples

Blue indicates a positive correlation, red a negative one.

EURASIP Journal on Advances in Signal Processing

Blue indicates a positive correlation; red a negative correlation.

EURASIP Journal on Advances in Signal Processing

Some indicates a positive correlation (Cost, Quality and Child Outcomes Study Team, 1995; Doherty, Forer, Lero, Goelman, & LaGrange, 2006).

International Journal of Child Care and Education Policy

In addition, data indicates a positive correlation between the predictive in silico specificity score and the amount of assay non-specific coverage.

Biomolecular Detection and Quantification

The phase plot spanned by fractional survival and effective electric field (charge density) indicates a positive correlation between mean cell survival and the magnitude of the electric field.

Nanomedicine: Nanotechnology, Biology and Medicine

The negative value of the correlation coefficient ρ indicates a positive correlation between the density and the fluorescence.

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

39 human-written examples

Results indicated a positive correlation between personal creative performance and a free, supportive, and innovative environment.

Computers in Human Behavior

Weight of the subjects indicated a positive correlation with isometric push/pull strength.

International Journal of Industrial Ergonomics

Model coefficients indicated a positive correlation with age, but surprisingly, a negative correlation with ADT.

International Journal of Concrete Structures and Materials

In addition, Raman spectra analysis indicated a positive correlation between graphite ordering and the contact angle.

Surface and Coatings Technology

Although prior researchers deemed temperature insignificant, data indicated a positive correlation.

Construction and Building Materials

Expert writing Tips

Best practice

When using "indicates a positive correlation", ensure that the data or evidence supports this claim and that the strength of the correlation is adequately addressed.

Common error

Avoid assuming that "indicates a positive correlation" implies causation. Correlation does not equal causation, and further analysis is often required to determine the nature of the relationship between variables.

Linguistic Context

The phrase "indicates a positive correlation" functions as a descriptive statement, often found in scientific or analytical writing. It asserts a relationship between two variables where an increase in one is associated with an increase in the other. This aligns with examples provided by Ludwig, showcasing its use in research contexts.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "indicates a positive correlation" is a common and grammatically sound expression, predominantly used in scientific and research contexts to describe a relationship where an increase in one variable corresponds with an increase in another. As Ludwig confirms, this phrase effectively communicates observed relationships in data. While the phrase is clear and direct, remember that correlation does not equal causation. When incorporating this phrase into your writing, ensure that your claims are adequately supported by evidence and that you're avoiding the common pitfall of assuming causation. Alternative expressions, such as "shows a positive link" or "correlates positively with", can also be used to add variety to your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

is positively correlated to

Passive voice emphasizes the correlation's existence.

correlates positively with

Changes the structure to focus on what the subject correlates with.

reveals a correlation

Highlights the act of uncovering or discovering the correlation.

implies a positive connection

Highlights the implication, rather than the direct statement of correlation.

suggests a direct relationship

Emphasizes the suggestion of a relationship, rather than a confirmed correlation.

demonstrates a direct association

Uses 'association' instead of 'correlation', implying a connection.

shows a positive link

Uses 'link' instead of 'correlation', implying a connection.

there's a direct relationship between

Focuses on the existence of the relationship.

establishes a positive relationship

Suggests a more solid or confirmed relationship than just 'indicates'.

a positive trend is observed

Describes a trend rather than a definite correlation.

FAQs

How do I properly use "indicates a positive correlation" in a sentence?

Use "indicates a positive correlation" to describe a relationship where an increase in one variable is associated with an increase in another. For example: "The study indicates a positive correlation between exercise and lifespan."

What's a simpler way to say "indicates a positive correlation"?

You can use phrases such as "shows a positive link", "suggests a direct relationship", or "correlates positively with" depending on the context.

What's the difference between correlation and causation when discussing "indicates a positive correlation"?

"Indicates a positive correlation" means two variables tend to increase together. Causation means one variable directly causes the other to change. Correlation doesn't automatically imply causation.

Is it appropriate to use "indicates a positive correlation" in formal writing?

Yes, "indicates a positive correlation" is appropriate for formal writing, especially in scientific reports and academic papers. However, ensure your claim is supported by sufficient evidence.