encouraging data

USAGE SUMMARY

The phrase "encouraging data" is correct and usable in written English.
It can be used when referring to data that suggests positive trends or outcomes in a particular context, such as research, business, or analysis. Example: "The latest sales figures provide encouraging data that our new marketing strategy is effective."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Anxiety about the talks between Democrats and Republicans was enough to offset encouraging data on retail sales and jobless claims.

The New York Times

Despite a trickle of encouraging data in the last few weeks, Fed officials were clearly still worried and in no mood to cut back on their emergency efforts.

The New York Times

Testifying before the Joint Economic Committee of Congress, the Fed chairman noted a wide array of encouraging data in recent weeks.

The New York Times

Despite encouraging data, caution must be taken interpreting these results.

Clinical and Translational Medicine

The latest surge comes on encouraging data from tests of Vertex's investigational oral hepatitis C virus protease inhibitor VX-950.

Forbes

Rat clearance and a variety of off target activities were also examined, resulting in encouraging data with tractable SAR.

Bioorganic & Medicinal Chemistry Letters

Encouraging data from patients with writer's cramp and the noninvasiveness of this technique make TMS an attractive candidate for future clinical studies in childhood [22].

Molecular and Cellular Pediatrics

Advaxis is developing ADXS-HER2 for both human and animal health, and has seen encouraging data in canine osteosarcoma, which is considered a model for human osteosarcoma.

Clinical and Translational Medicine

The trend is clearly towards encouraging data sharing, improving access and use of available data along with improvement of their quality.

Environmental Sciences Europe

These encouraging data indicated that the loading micelles from nonlinear enantiomeric copolymers, especially SCM/DOX, might be promising in clinical systemic chemotherapy through intravenous injection.

Nanoscale Research Letters

For bedroom communities like Darien, Conn., that depend on New York's financial industry, town-center commerce and municipality taxes on pricey homes, these aren't encouraging data points.

Forbes

Expert writing Tips

Best practice

Use "encouraging data" to support claims or arguments, especially when discussing progress, improvements, or positive trends in research, business, or other fields.

Common error

Avoid overstating the significance of "encouraging data". While it indicates positive progress, it's crucial not to exaggerate the implications or suggest definitive outcomes without sufficient evidence.

Linguistic Context

The phrase "encouraging data" functions as a noun phrase where "encouraging" modifies the noun "data". It describes data that inspires optimism or suggests a positive trend. Ludwig AI confirms its usage across various contexts.

Expression frequency: Very common

Frequent in

Science

38%

News & Media

35%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "encouraging data" is a commonly used and grammatically correct term for highlighting positive or promising information. Ludwig AI confirms its wide applicability across diverse fields such as science, news, and business. When using this phrase, ensure you provide sufficient context to prevent misinterpretation and avoid overstating the significance of the data. Alternatives include "promising statistics", "positive indicators", and "favorable figures". The phrase exhibits a neutral to professional register, depending on the context in which it is used.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

promising statistics

Replaces "data" with "statistics", emphasizing numerical information that suggests a positive outlook.

positive indicators

Uses "indicators" instead of "data", highlighting elements that point towards a favorable direction.

favorable figures

Substitutes "data" with "figures", focusing on quantitative information that is advantageous.

heartening results

Replaces "encouraging" with "heartening" and "data" with "results", stressing the emotionally positive aspect of the outcomes.

uplifting trends

Changes "encouraging" to "uplifting" and "data" to "trends", emphasizing the positive direction indicated by the information.

reassuring numbers

Uses "reassuring" instead of "encouraging" and "numbers" instead of "data", underlining the confidence-boosting nature of the numerical information.

optimistic signs

Substitutes "encouraging" with "optimistic" and "data" with "signs", focusing on elements that suggest a positive future.

good signals

Replaces "encouraging" with "good" and "data" with "signals", using more generic terms to indicate positive indications.

auspicious findings

Changes "encouraging" to "auspicious" and "data" to "findings", suggesting the discovery of particularly favorable information.

bright prospects

Replaces the whole expression focusing on the idea of a positive outlook.

FAQs

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

You can use "encouraging data" to highlight positive trends or results. For example: "The latest sales figures provide "encouraging data" that our new marketing strategy is effective."

What are some alternatives to "encouraging data"?

Some alternatives include "promising statistics", "positive indicators", or "favorable figures". The best choice depends on the specific context.

Is it always appropriate to use "encouraging data"?

While generally acceptable, ensure the data genuinely supports a positive interpretation. Avoid using it if the data is preliminary or has limitations that could lead to misinterpretation. Always provide enough context so that the "encouraging data" is interpreted correctly.

How does "encouraging data" differ from "preliminary results"?

"Encouraging data" suggests the information is positive and promising, while "preliminary results" simply indicates that the findings are initial and may not be conclusive. "Encouraging data" can be preliminary, but not all preliminary results are necessarily encouraging.