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What Is Randomization in a Clinical Trial?

A plain-language guide to how randomization works in cancer clinical trials and why it helps produce trustworthy, unbiased results.

NCI source

NCI last reviewed source: 2024-11-08

A lab worker views pathology images on monitors beside a microscope and sample vials
A lab worker views pathology images on monitors beside a microscope and sample vials

Key fact

Randomization means participants are assigned by chance to a trial group, usually by a computer.

The short answer

Randomization is how researchers assign clinical trial participants by chance to different treatment groups, usually using a computer. It helps prevent bias so that results reflect the treatment itself rather than differences among the people receiving it. It's used mostly in later-phase trials.

  • Randomization means participants are assigned by chance to a trial group, usually by a computer.

  • In the simplest design, one group gets the study treatment and the other gets the standard treatment.

  • Randomization helps prevent bias that could make a new treatment look better or worse than it really is.

  • Neither you nor your doctor gets to choose which group you're placed in.

Choose how you want to understand this

The full explanation.

What randomization means

If you're thinking about joining a cancer clinical trial, you'll probably come across the word "randomization." It's the process researchers use to assign people to different groups by chance. It plays a big role in how later-phase trials are designed.

A computer program usually does the assigning, rather than a doctor deciding who goes where. That might sound impersonal. But it is one of the main ways researchers protect the integrity of a trial's results.

How the groups are set up

In the simplest version of a clinical trial, there are two groups:

  • The investigational group gets the study intervention or drug being tested.
  • The control group gets the standard treatment already used for that cancer.

Once you agree to join a randomized trial, you don't get to pick your group. Neither does your doctor. The assignment happens by chance.

Why researchers bother with this

The whole point of randomization is to prevent bias. Bias is when results get shaped by human choices, or by other factors that have nothing to do with the treatment itself.

Here's a simple way to picture it. Suppose doctors could choose who went into which group. Even with the best intentions, a doctor might lean toward putting stronger, healthier patients into the group getting the new treatment. They would be hoping to give those patients the best possible chance. Over a whole trial, that pattern would make the new treatment look better than it really is. The group receiving it started out in better shape.

Randomization spreads those differences evenly across both groups. So when the study ends, researchers can be more confident about what caused any difference in outcomes. It came from the treatment, not from who happened to end up where.

What to expect if you join

Agreeing to a randomized trial means living with some uncertainty about which treatment you'll get. That can feel like a big unknown, especially when you're already dealing with a cancer diagnosis. A few things may help put it in context:

  • The control group treatment is still a real, approved cancer treatment. It is not an absence of care.
  • You'll learn that a trial uses randomization during the informed consent process. That happens well before you decide whether to join.
  • You're allowed to ask the study team exactly how the randomization works, and what each group would receive, before you agree to anything.

A common misconception

Some people worry that landing in the control group means missing out on care. Others worry that landing in the investigational group means being a "test subject" with no real oversight. Neither is right. Everyone in a randomized trial is watched closely throughout the study, no matter which group they're in. The investigational group is testing something new, but always inside a structured, carefully monitored process. And the control group is not left without treatment. It gets the same standard-of-care treatment a person might get outside the trial.

Not every trial uses it

Randomization isn't used in every phase of research. Early-phase trials, such as phase 1 and many phase 2 studies, have a different job. They are often focused on finding a safe dose, or on checking for an early signal that a treatment might work. Those trials may not assign participants to different groups at all. Randomization becomes standard mainly at phase 3. There the goal is a head-to-head comparison between a new treatment and the current standard of care.

Bringing your questions to your care team

It's completely normal to want more detail about how a trial's design might affect you. If randomization is part of a trial you're considering, ask your care team or the study coordinator to walk you through it in plain terms. Understanding the process ahead of time can make the decision to join — or not join — feel more grounded.

Words to know

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Common questions

What does randomization mean in a clinical trial?

It means participants are assigned by chance to different study groups, usually using a computer program, rather than being chosen by a doctor or the participant.

Why do researchers use randomization?

Randomization helps prevent bias — results being affected by human choices or factors unrelated to the treatment. For example, if doctors chose the groups themselves, they might unintentionally place healthier patients in the treatment group, making it look more effective than it is.

Can I choose which group I'm placed in?

No. Neither you nor your doctor can choose your group. Assignment happens by chance.

What does the control group receive?

In the simplest trial design, the control group receives the standard treatment already used for that cancer, while the investigational group receives the study drug or intervention being tested.

In which phase of trials is randomization most common?

Randomization is used mostly in later-phase trials, especially phase 3.

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Knowledge Check

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  1. Q1.According to this article, who or what usually assigns participants to a group in a randomized clinical trial?
  2. Q2.According to this article, in the simplest trial design, what does the control group receive?
  3. Q3.According to this article, why do researchers use randomization?
  4. Q4.According to this article, in which phase of clinical trials is randomization used mostly?

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Plain-language explanation of the published sources cited on this page. AI-assisted, source-checked, not clinician-reviewed.

Last updated: 2026-08-05Next planned review: 2027-01-14

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Cancer Explained does not originate medical claims. Every page restates guidance already published by the National Cancer Institute, the CDC, the USPSTF and the FDA, in plain language, with the source cited so you can check the original yourself. AI does the translating and organizing; automated checks test claims, citations, clarity and safety before anything publishes. We do not employ clinicians and do not intend to — our work is translation and navigation, not clinical judgment. Nothing here is personal medical advice, and no page can account for your particular situation.

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How this page was created

Cancer Explained does not originate medical claims. Every page restates guidance already published by the National Cancer Institute, the CDC, the USPSTF and the FDA, in plain language, with the source cited so you can check the original yourself. AI does the translating and organizing; automated checks test claims, citations, clarity and safety before anything publishes. We do not employ clinicians and do not intend to — our work is translation and navigation, not clinical judgment. Nothing here is personal medical advice, and no page can account for your particular situation.

Editorial status: Source checked This page was written with AI assistance and checked line by line against the sources listed on it. That confirms the sources support what the page says. It is not a medical review, and it does not confirm the page is complete or right for your situation.

Human medical review: not completed. Pages here are not signed off by a clinician before they publish. That is not an oversight we are quietly working around: we restate published guidance and cite it, so the authority belongs to the source rather than to us, and every page names where its claims come from — you can verify us instead of trusting us. Where a volunteer clinician has reviewed a page, their name and credentials appear on it; where no name appears, no clinician has checked it. We are glad to have reviewers and are recruiting them, and we do not hold pages back waiting for one. Use this site to understand your situation and to ask better questions of the people treating you.

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