statistically significant outcome

USAGE SUMMARY

The phrase "statistically significant outcome" is correct and usable in written English. You can use it when discussing results from statistical analyses that indicate a meaningful difference or effect. For example, "The study revealed a statistically significant outcome, suggesting a strong correlation between the variables." Alternative expressions include "statistically meaningful result" and "statistically relevant finding."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

22 human-written examples

The regression method of backward elimination is followed, comparing each F statistic with a common critical value, until the first statistically significant outcome.

Journal of Statistical Planning and Inference

Hence, we accepted the experimental design established by the European Space Agency, based on our experience that an intervention that does not result in a statistically significant outcome in ten normal male subjects is probably not of physiological significance.

European Journal of Applied Physiology

My guess is that is the real variable in producing the statistically significant outcome.

Massachusetts Institute of Technology

Now, do I believe that happened to the extent where it had a statistically significant outcome on election results?

University of California, Berkeley

However, such an analysis may be biased, because trials with low power are likely to have a nonsignificant result and are less likely to be published than trials with a statistically significant outcome.

Journal of Clinical Epidemiology

To create a defect this small presents a technical difficulty for the operator meaning purely chondral defects are impossible and can lead to large inter-animal variation even when producing osteochondral defects meaning a much greater sample size would have to be used to achieve a statistically significant outcome contravening the 3 R's (Russell & Burch 1959).

Journal of Experimental Orthopaedics

Human-verified similar examples from authoritative sources

Similar Expressions

38 human-written examples

As most model fit statistics are sensitive to sample size, statistically significant outcomes may be trivial (models never fit the data perfectly, and even the tiniest deviations can be detected by increasing sample size).

BMC Medical Research Methodology

Although the results of the cluster-randomized trial lacked statistical significance, the large observed reduction in mortality (64%) was consistent with statistically significant outcomes from earlier studies conducted at the RH level [ 6, 7].

BMC Health Services Research

Almost all reported statistically significant outcomes.

Tzu Chi Medical Journal

Evaluation of the robustness of statistically significant outcomes adds a crucial element to the global assessment of trial findings.

Ophthalmology

The purpose of this systematic review was to determine the robustness of ophthalmology RCTs through application of the Fragility Index (FI), a novel metric of the robustness of statistically significant outcomes.

Ophthalmology

Expert writing Tips

Best practice

When reporting research findings, clearly state the statistical test used to determine the significance of the outcome (e.g. t-test, ANOVA) to provide transparency and allow for replication.

Common error

Avoid equating statistical significance with practical importance. A "statistically significant outcome" doesn't automatically mean the result has real-world value or is applicable in all contexts; consider the effect size and context.

Linguistic Context

The phrase "statistically significant outcome" functions as a noun phrase, typically used as a subject or object in a sentence. It refers to a result in research that is unlikely due to chance, as exemplified by Ludwig's examples. This indicates the phrase is used to identify key findings in statistical analyses.

Expression frequency: Common

Frequent in

Science

73%

Academia

18%

News & Media

9%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "statistically significant outcome" is a grammatically sound and commonly used term, primarily in scientific and academic fields, to describe research results unlikely caused by random chance. As Ludwig AI confirms, it signifies findings robust enough to be considered reliable evidence. While it's crucial to differentiate statistical significance from practical importance, recognizing its proper usage helps in accurately reporting and interpreting research.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

significant statistical result

Reorders the words while maintaining the same core meaning. Emphasizes the result itself.

notable statistical finding

Replaces outcome with finding, which emphasizes discovery of a significant result.

statistically meaningful result

Substitutes "significant" with "meaningful", highlighting the importance of the result.

statistically relevant finding

Uses "relevant" instead of "significant", focusing on the pertinence of the finding to the research question.

significant effect

Simplifies the phrase by focusing on the "effect" observed, implying statistical significance.

meaningful statistical difference

Highlights the "difference" observed and emphasizes that it's statistically meaningful.

substantial statistical effect

Replaces "significant" with "substantial", emphasizing the magnitude of the effect.

significant statistical correlation

Focuses on the "correlation" aspect, indicating a statistically significant relationship between variables.

demonstrated statistical significance

Emphasizes the act of showing or proving statistical significance, changing the phrase structure.

validated statistical outcome

Uses validated which indicates the statistical outcome has been confirmed.

FAQs

How is "statistically significant outcome" used in a sentence?

You can use "statistically significant outcome" to describe results that are unlikely to have occurred by chance. For example, "The new drug trial demonstrated a "statistically significant outcome" in reducing blood pressure."

What are some alternatives to saying "statistically significant outcome"?

Alternatives include "significant statistical result", "notable statistical finding", or "statistically meaningful result", depending on the context.

What does it mean for an outcome to be statistically significant?

A statistically significant outcome indicates that the observed effect or difference is unlikely to be due to random variation alone, suggesting a real effect.

How do I determine if a result is a "statistically significant outcome"?

Statistical significance is typically determined by comparing the p-value of a test statistic to a predetermined significance level (alpha), usually 0.05. If the p-value is less than alpha, the outcome is considered a "statistically significant outcome".