What Is a Nominal Variable?

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When you fill out a survey, your responses are often aggregated and subjected to statistical analysis. Nominal variables are often gathered in order to place people into groups. Thus, nominal variables are also called categorical variables.

Definition

According to researchers at University of California, Los Angeles, nominal variables contain two or more categories without a natural ordering of the categories. They essentially label data collected in a study.

Understanding

University of Delaware professor Dr. John H. McDonald notes that an individual nominal variable is usually a name, not a number.

Examples

McDonald mentions a common nominal variable--gender (male or female). Other examples include political affiliation, hair color and beverage preference.

Presentation

Nominal variables are often described in terms of percentages or proportions, writes McDonald. For instance, when you hear a statistic that 42 percent of respondents were male and 58 percent were female, the tally of the nominal variable "gender" is being reported.

Analysis

It is common for researchers to convert measurement variables into a nominal variable for analytical purposes. McDonald uses an example of grouping people into a "low" and "high” cholesterol group based on their numerical cholesterol levels, which is a measurement variable. A cutoff point is established; everyone below that figure falls into the low group, and everyone above goes in the high group.

References

About the Author

As a writer since 2002, Rocco Pendola has published numerous academic and popular articles in addition to working as a freelance grant writer and researcher. His work has appeared on SFGate and Planetizen and in the journals "Environment & Behavior" and "Health and Place." Pendola has a Bachelor of Arts in urban studies from San Francisco State University.

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