demonstrate significant correlation

USAGE SUMMARY

The phrase "demonstrate significant correlation" is correct and usable in written English. You can use it in contexts where you are discussing the relationship between two variables in research or analysis. For example, "The study aims to demonstrate significant correlation between exercise frequency and mental health outcomes." Alternative expressions include "show a strong relationship" and "indicate a meaningful connection."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

We describe this method with three commercially sourced meshes used for abdominal wall hernia repair and with three different inoculums of Staphylococcusepidermidis. The results demonstrate significant correlation to the absolute count after five cumulative counts for all meshes analysed.

Journal of Microbiological Methods

However, the overall concordance between parotid and submandibular involvement allowed us to demonstrate significant correlation between SGUS findings and salivary flow rate abnormalities.

Arthritis Research and Therapy

Statistical power analysis based on the data characteristics observed in this study showed that 50 cases would be required to demonstrate significant correlation between contact pressure and patient outcome for a power of 0.8 and p < 0.05.

Acta Orthopaedica

32, 33 Recently, urine testing to detect TMPRSS2-ERG has been reported to demonstrate significant correlation of the expression level of this fusion transcript with Gleason score, clinical stage and extracapsular extension of the tumor.

Cancer Science

Correlation of symptoms with eosinophilic inflammation is variable and peripheral measurements of eosinophil-associated biomarkers from serum and stool have been of limited value 13 15 in which some demonstrate significant correlation whereas others do not.

Gut

All spoilage genes except for hitA demonstrate significant correlation with bulk detection of Lactobacillales via 16S rRNA gene sequencing (r = 0.53 0.74, p ≤ 0.03), while bulk Lactobacillales and all spoilage genes but horA correlate significantly with L. lindneri detection via LAB-TRFLP (r = 0.48 0.77, p ≤ 0.04).

eLife

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

Most studies, however, fail to demonstrate significant correlations between compliance and outcomes [ 13, 19- 21].

Critical Care

Convergent validity analyses demonstrate significant correlations (p < 0.01) between the DUQOL scores and the scores of all four dimensions of the WHOQOL-BREF questionnaire.

Health and Quality of Life Outcomes

Endsley and Jones demonstrated significant correlation between these phenomena in their study, suggesting a need for further study.

Human-centric Computing and Information Sciences

Preliminary results demonstrated significant correlation between oil electrical capacitance with TPC and viscosity with R2 ranged from 0.83 to 0.90.

Information Processing in Agriculture

This assumption is supported by the already demonstrated significant correlation between the toxicity of fraction 2 with the concentration levels of the pharmaceuticals diclofenac and carbamazepine.

Environmental Sciences Europe

Expert writing Tips

Best practice

When using "demonstrate significant correlation", ensure your statistical analysis supports the claim. Provide specific metrics like p-values or correlation coefficients to strengthen your argument.

Common error

Avoid using "demonstrate significant correlation" if the correlation is weak or based on a small sample size. Ensure the correlation is both statistically significant and practically meaningful.

Linguistic Context

The phrase "demonstrate significant correlation" functions as a descriptor of a research outcome or statistical finding. It typically appears in scientific reports, academic papers, and other formal documents where empirical evidence is presented. Ludwig AI confirms the appropriate usage of the phrase.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "demonstrate significant correlation" is a grammatically sound phrase frequently used in scientific and academic writing to express a meaningful relationship between variables. Ludwig AI confirms the phrase's correctness and utility, especially in formal settings. While the phrase is relatively common, it is essential to ensure that statistical analysis supports the claim and that any statements about correlation are appropriately qualified to avoid implying causation. Related phrases include "establish a notable relationship", "reveal a strong connection", and "indicate a substantial link". Remember to use this phrase judiciously, providing specific metrics to bolster your arguments and avoiding overstatements about the strength or implications of the correlation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

establish a notable relationship

Replaces "demonstrate" and "significant correlation" with alternative terms indicating the act of showing a relationship.

reveal a strong connection

Uses "reveal" to suggest uncovering the relationship and "strong connection" as a more general term for correlation.

indicate a substantial link

Replaces "demonstrate" with "indicate" and uses "substantial link" to convey a similar meaning to significant correlation.

exhibit a marked association

Employs "exhibit" and "marked association" to present the correlation as a noticeable characteristic.

confirm a considerable relationship

Uses "confirm" to highlight the validation of the relationship and "considerable relationship" as a close synonym.

uncover a meaningful dependency

Replaces "demonstrate" with "uncover" suggesting the discovering the correlation and uses "meaningful dependency" to describe the relationship.

validate a powerful interconnection

Uses "validate" to highlight the authentication of the relationship and "powerful interconnection" as a strong relationship.

find a noteworthy correspondence

Replaces "demonstrate" with "find", presenting the correlation as a discovery and "noteworthy correspondence" as a similar term.

detect a relevant link

Employs "detect" and "relevant link" to present the correlation as a noticeable characteristic.

ascertain a tangible association

Replaces "demonstrate" with "ascertain" highlighting the discovery of the correlation and uses "tangible association" as a similar term.

FAQs

How can I use "demonstrate significant correlation" in a sentence?

You can use "demonstrate significant correlation" to describe the relationship between two variables, such as: "The study aims to demonstrate significant correlation between exercise frequency and mental health outcomes."

What are some alternatives to "demonstrate significant correlation"?

You can use alternatives like "establish a notable relationship", "reveal a strong connection", or "indicate a substantial link" depending on the context.

What does it mean to "demonstrate significant correlation" in research?

In research, to "demonstrate significant correlation" means to provide evidence, usually through statistical analysis, that two variables are related in a way that is unlikely to be due to random chance.

How is "demonstrate significant correlation" different from proving causation?

"Demonstrating significant correlation" shows that two variables tend to move together, but it doesn't necessarily mean one causes the other. Causation requires further evidence and controlled experiments to establish a direct cause-and-effect relationship.