Skip to main content icon/video/no-internet

Validity, Measurement of

The purpose of this entry is to explain what measurement is and the role that the concept of validity plays in ensuring that measurements are sound. Several ways of assessing validity will be presented, and the relevance and significance of theory will be discussed for its centrality in evaluating a measure’s validity.

What Is Measurement?

We make and use measurements all the time: We measure time with a clock, a stopwatch, or a calendar; we measure distance whenever we drive; we measure weight when we buy products by their weight or whenever we weigh ourselves. Sometimes our measurements are more complicated: At some stores, we learn how much a product costs per pound or per fluid ounce; in these cases, the resulting measure is obtained by division, dividing the overall price by the product’s weight or volume. Similarly, the measurement of density is the mass of a substance divided by its volume.

A measurement may be an even more complex transformation of several measures. For example, although we can crudely measure the distance that we walk by counting our steps and multiplying by the estimated length of our average step, we cannot measure the distance from the Earth to the Moon or measure the distances within atoms the way we measure the distance that we walk. The process of measuring the distance to the Moon or subatomic distances involves several different measures that are combined using a formula.

In communication research and in other social sciences, researchers often measure “human” quantities, such as intelligence (who was smarter, Einstein or Newton?), beliefs (who do you think was taller, George Washington or Abraham Lincoln?), attitudes (who is liked more, Hillary Clinton or Donald Trump?), behaviors (who texts and chats on cell phones more, men or women?), group climate (which college football team has the most fans, Michigan or Ohio State?), organizational structure (are the number of hierarchical levels in a company proportional to the number of employees?), cultural differences (are Americans more religious than Europeans?), as well as personality characteristics (how shy are you?), and aspects of language (how ambiguous is this sentence?). The number of human quantities appears limitless.

Definitions

Measurement can be defined as the systematic assignment of numbers to objects based on attributes of the objects. Here, systematic means that the assignment follows one or more rules. Assignment of numbers means that the object will be characterized by the number that is assigned. Depending on the kind and precision of measurement, the numbers can mean various kinds of numbers: Some measures may be restricted to positive integers {1, 2, 3, . . .} or to only a few integers {0, 1}, to nonnegative integers {0, 1, 2, 3, . . . }, to all integers from negative (e.g., −152) to positive (+3,456), to all rational numbers (all numbers that can be expressed as a ratio of two integers, such as 1/2, 7/10, −400, 1,234.567), or to rational plus irrational numbers (irrational numbers are those that cannot be expressed as the ratio of two integers, such as √2 or π). (There are other possibilities, such as complex numbers, but we need not discuss these possibilities here.) Attribute refers to some quality, trait, feature, property, or aspect of an object, and it is usually called a variable: A person can be smart or not so smart (attribute: intelligence); a person can be tall or short (attribute: height); people can prefer Hillary Clinton or Donald Trump (attribute: popularity); men and women can differ in their cell phone use (attribute: use of communication technology); a group can be large or small (attribute: group size); an organization can be hierarchical or level (attribute: equality of power or influence); a culture can be relatively religious or secular (attribute: religiosity).

...

  • Loading...
locked icon

Sign in to access this content

Get a 30 day FREE TRIAL

  • Watch videos from a variety of sources bringing classroom topics to life
  • Read modern, diverse business cases
  • Explore hundreds of books and reference titles

Sage Recommends

We found other relevant content for you on other Sage platforms.

Loading