controlled experiment: meaning, definition, pronunciation and examples

C1/C2
UK/kənˈtrəʊld ɪkˈspɛrɪmənt/US/kənˈtroʊld ɪkˈspɛrəmənt/

Academic / Scientific / Technical

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Quick answer

What does “controlled experiment” mean?

A scientific test in which only one variable is changed at a time, while all other conditions are kept constant, to observe the effect of that variable.

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Pronunciation

Definition

Meaning and Definition

A scientific test in which only one variable is changed at a time, while all other conditions are kept constant, to observe the effect of that variable.

Any systematic investigation in which a researcher deliberately manipulates one factor (independent variable) and measures the effect on another (dependent variable), while using control groups and randomization to minimise bias and establish causality.

Dialectal Variation

British vs American Usage

Differences

No significant lexical differences. Spelling follows standard BrE/AmE conventions for the constituent words.

Connotations

Identical. Carries the same weight of scientific rigour in both varieties.

Frequency

Equally frequent in academic and scientific discourse in both regions.

Grammar

How to Use “controlled experiment” in a Sentence

[Researcher] conducted a controlled experiment on [subject] to test [hypothesis].A controlled experiment was performed to determine the effect of [X] on [Y].The findings from the controlled experiment suggest that...We need a properly controlled experiment to verify this claim.

Vocabulary

Collocations

strong
design a controlled experimentconduct a controlled experimentrandomised controlled experimentdouble-blind controlled experimentlaboratory controlled experiment
medium
perform a controlled experimentrigorous controlled experimentset up a controlled experimentstandard controlled experiment
weak
careful controlled experimentclassic controlled experimentsimple controlled experimentscientific controlled experiment

Examples

Examples of “controlled experiment” in a Sentence

verb

British English

  • The team are planning to conduct a controlled experiment next quarter.
  • To properly test the hypothesis, one must carefully control the experiment.

American English

  • The team is planning to run a controlled experiment next quarter.
  • To properly test the hypothesis, you need to tightly control the experiment.

adverb

British English

  • The trial was controlled-experimentally rigorous.
  • (Usage as adverb is extremely rare and awkward; typically paraphrased)

American English

  • The study was designed in a controlled-experimental fashion.
  • (Usage as adverb is extremely rare and awkward; typically paraphrased)

adjective

British English

  • She published a paper on controlled-experiment methodology.
  • The controlled-experiment design was approved by the ethics committee.

American English

  • She published a paper on controlled-experiment methodology.
  • The controlled-experiment design was approved by the ethics board.

Usage

Meaning in Context

Business

Rare. Might be used in R&D contexts or marketing A/B testing to imply rigorous comparison: 'We ran a controlled experiment with two different ad copies.'

Academic

Primary context. Found in methodologies of scientific papers across disciplines from psychology to biology.

Everyday

Very low frequency. Used when discussing science news or debunking claims: 'Was that a controlled experiment or just an observation?'

Technical

Core terminology in research methodology, statistics, and laboratory science.

Vocabulary

Synonyms of “controlled experiment”

Strong

RCT (Randomised Controlled Trial)

Neutral

randomised controlled trial (RCT)manipulative experimentintervention study

Weak

rigorous testscientific testlaboratory study

Vocabulary

Antonyms of “controlled experiment”

observational studycorrelational studynatural experimentanecdotal evidenceuncontrolled observation

Watch out

Common Mistakes When Using “controlled experiment”

  • Using 'controlled experiment' to describe any experiment with a control group, even if other variables aren't properly controlled.
  • Confusing it with 'control experiment', which is a specific test under standard/normal conditions.
  • Using it as a verb phrase: 'We controlled experiment the plants.' (Incorrect).

FAQ

Frequently Asked Questions

No. A 'control group' is a component of a controlled experiment (the group that does not receive the treatment). The 'controlled experiment' is the entire methodological design that includes the control group and the manipulation of variables.

Yes. Field experiments can also be controlled if researchers successfully manipulate one variable and control for others in a natural setting, though it is more challenging than in a lab.

A Randomised Controlled Trial (RCT) is a specific, highly rigorous type of controlled experiment where participants are randomly assigned to treatment or control groups, which is considered the gold standard in clinical and social sciences.

They allow researchers to infer causality, not just correlation. By isolating the effect of a single variable, they provide the strongest evidence that a change in one factor directly causes a change in another.

A scientific test in which only one variable is changed at a time, while all other conditions are kept constant, to observe the effect of that variable.

Controlled experiment is usually academic / scientific / technical in register.

Controlled experiment: in British English it is pronounced /kənˈtrəʊld ɪkˈspɛrɪmənt/, and in American English it is pronounced /kənˈtroʊld ɪkˈspɛrəmənt/. Tap the audio buttons above to hear it.

Phrases

Idioms & Phrases

  • The gold standard of research
  • Put it to the test (in a controlled way)

Learning

Memory Aids

Mnemonic

Think of a scientist in a white lab coat holding up one dial labelled 'VARIABLE' and keeping all the other dials in a locked 'CONTROL' box.

Conceptual Metaphor

SCIENTIFIC INQUIRY IS A PURIFICATION PROCESS (where extraneous factors are filtered out).

Practice

Quiz

Fill in the gap
To establish a cause-and-effect relationship, researchers must employ a , not merely an observational study.
Multiple Choice

What is the MOST critical feature of a controlled experiment?

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