Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
robust outcomes
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "robust outcomes" is correct and usable in written English.
It can be used when discussing results or findings that are strong, reliable, and effective, often in contexts like research, business, or project evaluations. Example: "The new strategy has led to robust outcomes, demonstrating significant improvements in productivity and employee satisfaction."
✓ Grammatically correct
Science
News & Media
Formal & Business
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
18 human-written examples
"Our evaluation work suggests that public engagement benefits staff in terms of their skills, their opinion of themselves and others' opinions of them," says Cross. "It benefits research in that it raises new questions, sharpens existing ones and helps to create more robust outcomes.
News & Media
The process indicators should be related to robust outcomes and the outcomes should be at least partly preventable.
Science
The cognitive dynamics lead to the formation of dynamically robust outcomes of learning, seen as a strong preference for a certain explanatory schemes.
Given that this is a relevant complementary exploration aimed at deriving robust outcomes from our investigation, we deal with four kinds of standard deviation (unweighted, weighted by provincial GDP, weighted by provincial employment and weighted by provincial population).
Health promotion programs should be designed to include factors that are associated with more robust outcomes: longer duration, multifactorial interventions (including both nutrition and exercise), active monitoring, and incentivizing goals.
Emerging key issues for clinical trial design include adequate phenotyping of patients (personalised medicine), optimisation of the physiological background (multimodal approach) and the use of meaningful and robust outcomes relevant to daily clinical practice.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
42 human-written examples
"We need to show them all the paths they can take for better and more robust outcome for their communities and hold their hand through that process.
News & Media
Solomon Islanders also want these demands to be complemented with adequate support for capacity building, technology transfer and a comprehensive, equitable and robust outcome.
News & Media
We arrive at a very robust outcome: those weightings clearly tend to converge.
Understanding the needs and values of all stakeholders in development and protection policy making is vital for a robust outcome.
Science
We perform three robustness checks in order to evaluate whether the characterization of business cycle phases previously discussed is a robust outcome.
Science
Expert writing Tips
Best practice
When describing research or project results, use "robust outcomes" to convey that the results are not only positive but also reliable and resilient to variations in conditions or assumptions.
Common error
Avoid using "robust outcomes" merely as a fancy substitute for "good results". Ensure that the outcomes genuinely demonstrate resilience and reliability, not just general effectiveness.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "robust outcomes" primarily functions as a noun phrase, where the adjective "robust" modifies the noun "outcomes". According to Ludwig, it describes results or findings that are strong, reliable, and effective. Examples from Ludwig illustrate its use in diverse contexts such as research, clinical trials, and policy assessment.
Frequent in
Science
75%
News & Media
15%
Formal & Business
10%
Less common in
Ludwig's WRAP-UP
In summary, "robust outcomes" is a phrase used to describe results that are strong, reliable, and effective, as confirmed by Ludwig. It functions as a noun phrase and is most frequently found in scientific and formal contexts. While often used to simply indicate positive results, it's best employed when the outcomes genuinely demonstrate resilience and reliability. Alternatives such as "reliable results" or "strong results" can be used depending on the desired emphasis. Ludwig AI confirms its usability in written English and highlights its relevance in various professional and academic settings.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
reliable results
Replaces "robust" with a synonym emphasizing dependability and trustworthiness.
solid results
Uses "solid" to suggest a firm and stable outcome.
strong results
Emphasizes the power and impact of the outcomes.
effective results
Focuses on the capacity of the outcomes to produce a desired effect.
positive results
Highlights the beneficial nature of the outcomes.
significant results
Indicates that the outcomes are noteworthy and important.
validated results
Stresses that the outcomes have been confirmed and verified.
consistent results
Highlights the uniformity and predictability of the outcomes.
dependable results
Similar to "reliable", emphasizing the trustworthiness of the outcomes.
high-impact results
Focuses on the significant and far-reaching effects of the outcomes.
FAQs
How can I use "robust outcomes" in a sentence?
You can use "robust outcomes" to describe results that are strong, reliable, and consistent. For example: "The study demonstrated that the new treatment led to "robust outcomes" across diverse patient groups."
What are some alternatives to "robust outcomes"?
Alternatives to "robust outcomes" include "reliable results", "solid results", or "strong results", depending on the specific nuance you want to convey.
In what contexts is it appropriate to use the phrase "robust outcomes"?
The phrase "robust outcomes" is appropriate in formal contexts such as scientific research, business reports, and project evaluations where the reliability and validity of results are critical.
What distinguishes "robust outcomes" from simply "positive outcomes"?
"Robust outcomes" implies not only that the results are positive but also that they are resilient, consistent, and reliable under various conditions, whereas "positive outcomes" simply indicates a favorable result.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested