causative data

USAGE SUMMARY

The phrase "causative data" is correct and usable in written English.
It can be used in contexts where data is being discussed in relation to causation or the factors that lead to certain outcomes. Example: "The research team analyzed the causative data to determine the factors influencing the disease outbreak."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

In summary, the postgenomic era of functionomics will facilitate narrowing the bridge between correlative data and causative data, thus integrating 'intercoms' of interacting and interdependent disciplines and forming a unified whole.

Arthritis Research and Therapy

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

However, there was no difference between groups of patients in PTX3 levels stratified by other chronic conditions, age, sex or causative organism (data not shown).

Plosone

The remaining 10 patients displayed H19DMR-GOM but did not show other causative alterations (data not shown).

Genetics in Medicine

Depending on the work setting and causative agent, conflicting data have been published about the role of co-exposures such as tobacco smoke (Gilmour et al. (2006).

Environmental Health Perspectives

Causative and mechanistic data of certain pathologies have emerged mostly from animal studies, but cross-sectional human studies also provide evidence that humans who live near hazardous waste sites are more prone to exhibit diseases associated with high blood pressure, cardio-vascular dysfunction, and insulin resistance (Goncharov et al. 2011; Sergeev and Carpenter 2005).

Environmental Health Perspectives

However, although loss of flight might be a contributing factor it is unlikely to be causative because subsequent data show that lipid metabolism in itpr mutants is altered, and this appears in part to be due to reduced levels of the insulin-like peptide DILP2 (see later).

DMM Disease Models and Mechanisms

They provide large-scale information to analyse causative genes and useful data for the pig industry.

Genetics, Selection, Evolution

In literature there is a lack of definite data regarding causative analgesics, including those concerning paracetamol.

The Journal of Headache and Pain

In the absence of current evidence-based guidelines, additional data regarding causative micro-organisms and clinical course may help inform management.

Journal of Ophthalmic Inflammation and Infection

In addition, genome sequencing data includes causative genetic variants.

Genetics, Selection, Evolution

Standard demographic and clinical data, the causative organisms and outcome were recorded.

Critical Care

Expert writing Tips

Best practice

When discussing research findings, clearly differentiate between correlative and "causative data" to emphasize the strength of the evidence.

Common error

Avoid presenting correlative data as "causative data". Ensure rigorous analysis and controls are in place to support claims of causation.

Linguistic Context

The phrase "causative data" functions as a noun phrase where the adjective "causative" modifies the noun "data". It describes a specific type of data that provides evidence for causation. As Ludwig AI states, the term bridges correlative and causative aspects.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "causative data" is a phrase used to describe data that demonstrates a direct cause-and-effect relationship, distinguishing it from mere correlation. According to Ludwig AI, the phrase is grammatically correct and most frequently found in scientific contexts. When using this phrase, ensure that the evidence genuinely supports a claim of causation to avoid misrepresentation. Using related terms such as "causal data" or "data indicating causation" can offer nuanced ways to express this concept. While less common, the phrase is valuable for its precision in academic and research discussions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Causal data

Replaces "causative" with "causal", a more common synonym, maintaining the core meaning.

Data indicating causation

Uses a descriptive phrase to highlight the data's role in suggesting a cause-and-effect relationship.

Data revealing causality

Similar to the previous one, but with a stronger emphasis on the data uncovering causal links.

Data on causal factors

Focuses on the data's connection to specific factors that contribute to causation.

Data supporting causation

Emphasizes the role of the data in providing evidence for a causative relationship.

Evidence of causation

Shifts the focus from data to evidence, framing it as proof of a causal link.

Data explaining the cause

Highlights data that clarifies or elucidates the origin of something.

Data demonstrating causality

Highlights the data showing clearly how the origin is related to the cause.

Data establishing cause

Stresses how data is used to confirm the origin.

Data linking cause and effect

Stresses how data can connect origin and consequences.

FAQs

How can I use "causative data" in a sentence?

You can use "causative data" to describe data that provides evidence of a direct cause-and-effect relationship. For example, "The study analyzed the "causative data" to determine the primary factors influencing the disease outbreak."

What is an alternative to saying "causative data"?

Alternatives include "causal data", data indicating causation, or data demonstrating causality. The best choice depends on the specific context and desired emphasis.

Is it better to say "causative data" or "correlation data"?

"Causative data" implies a direct cause-and-effect relationship, while "correlation data" only indicates an association. Use "causative data" only when there's strong evidence supporting causation. Don't confuse "correlation data" and causative one.

What does "causative data" mean in the context of scientific research?

In scientific research, "causative data" refers to data that provides strong evidence that one variable directly causes a change in another variable. This requires more than just observing a correlation; it often involves controlled experiments and rigorous statistical analysis.