robustness: meaning, definition, pronunciation and examples

C1
UK/rəʊˈbʌst.nəs/US/roʊˈbʌst.nəs/

Formal, Academic, Technical

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Quick answer

What does “robustness” mean?

The quality or state of being strong, healthy, and able to withstand difficult conditions or stress.

Audio

Pronunciation

Definition

Meaning and Definition

The quality or state of being strong, healthy, and able to withstand difficult conditions or stress.

The ability of a system, process, or argument to perform well under a wide range of conditions, to resist failure, or to maintain effectiveness despite challenges, errors, or varying inputs.

Dialectal Variation

British vs American Usage

Differences

Usage is virtually identical in both varieties. Slight preference in British English for 'robustness' in policy/economic contexts; slightly more frequent in American English in computing/engineering contexts.

Connotations

Positive connotations of strength, reliability, and thoroughness. In UK policy discourse, can imply a no-nonsense, tough approach.

Frequency

Moderately high frequency in technical and business writing; lower frequency in everyday conversation.

Grammar

How to Use “robustness” in a Sentence

The robustness of [SYSTEM/METHOD] against [CHALLENGE][VERB: demonstrate/test/ensure] the robustness of [NOUN][ADJECTIVE] robustness to [NOUN]

Vocabulary

Collocations

strong
statistical robustnessstructural robustnessinherent robustnesstest the robustnessdemonstrate robustness
medium
economic robustnesssystem robustnesslack robustnessimprove robustnessoverall robustness
weak
great robustnesscertain robustnesssurprising robustnessbasic robustness

Examples

Examples of “robustness” in a Sentence

verb

British English

  • The software update aims to robustify the network against attacks.
  • We need to robustise our procedures.

American English

  • The new protocol robustifies the data transmission.
  • Engineers worked to robustize the design.

Usage

Meaning in Context

Business

Refers to the ability of a financial model, strategy, or market to withstand economic shocks.

Academic

Describes the reliability of research findings, statistical tests, or theoretical frameworks under various conditions.

Everyday

Less common. Might describe the sturdiness of a piece of furniture or a person's constitution.

Technical

Critical in engineering (structural robustness), computing (software robustness), and statistics (robustness of tests).

Vocabulary

Synonyms of “robustness”

Strong

hardinessruggedness

Weak

toughnesssoundness

Vocabulary

Antonyms of “robustness”

Watch out

Common Mistakes When Using “robustness”

  • Using 'robustness' to mean 'aggressiveness' (confusion with 'robust' as in 'robust debate').
  • Misspelling as 'robustnes'.
  • Using in contexts requiring 'complexity' or 'sophistication' instead of 'resilience'.

FAQ

Frequently Asked Questions

Not exactly. Reliability is about consistent performance under expected conditions. Robustness is about maintaining performance under *unexpected* or adverse conditions.

Yes, but it's formal. It typically refers to physical health or constitution (e.g., 'the robustness of the patients in the study'), not personality.

Engineering, Computer Science, Statistics, and Economics/Finance. It is a key technical term in these disciplines.

A 'fragile', 'weak', 'flawed', or 'easily dismantled' argument. One that fails under scrutiny.

The quality or state of being strong, healthy, and able to withstand difficult conditions or stress.

Robustness is usually formal, academic, technical in register.

Robustness: in British English it is pronounced /rəʊˈbʌst.nəs/, and in American English it is pronounced /roʊˈbʌst.nəs/. Tap the audio buttons above to hear it.

Phrases

Idioms & Phrases

  • Built to last (related concept)
  • Stand the test of time (related concept)

Learning

Memory Aids

Mnemonic

Think of a 'robust' robot. The 'robot' inside 'robustness' reminds you it's about a machine-like strength and reliability that doesn't break down easily.

Conceptual Metaphor

STRENGTH IS ROBUSTNESS (A system/argument is a physical structure that must not crumble).

Practice

Quiz

Fill in the gap
The new bridge design prioritises over aesthetics, ensuring it can withstand severe earthquakes.
Multiple Choice

In which context is 'robustness' LEAST likely to be used?