Design of Experiments > Predictive Validity

## What is Predictive Validity?

A research study is useless unless it has some kind of predictive value. Predictive validity tells you **how well a certain measure can predict future behavior.** One of the most common uses for predictive validity is in University Admissions. Grade Point Average, SAT/ACT scores and other criterion are used to predict a student’s likely success in higher education. To test this theory, university students have been studied by their thousands and it’s been confirmed by hundreds of studies that there is a correlation between GPA/ACT/SAT and educational success. Therefore, the predictive validity is high for these measurements.

Other Examples:

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**depression outcome scale**is a tool to predict future behaviors of depressed people, such as social isolation, inability to hold down a job or maintain fulfilling relationships. Depressed patients can be followed to see if there is a correlation between their scores on a particular scale and their future behaviors. **Ability in mathematics**can predict future success in the sciences. This can be measured by giving tests to established scientists to see how they perform on math tests and whether there is a correlation between test scores and how well they do in their profession.**Pre-employment tests**can predict whether a person is likely to be successful in that career path. The pre-employment tests have often been tested for predictive validity by following employees after employment to see if a correlation exists between test scores and career success.

Predictive validity is a subset of criterion validity. Criterion validity is an umbrella term for measures of how variables can predict outcomes based on information from other variables. To measure the criterion validity of a test, the test is sometimes calibrated against a known standard. In other cases, the test is measured against itself.

## References

National Institutes of Health. (2020). Examining the Predictive Validity of NIH Peer Review Scores.

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**Stephanie Glen**. "Predictive Validity" From

**StatisticsHowTo.com**: Elementary Statistics for the rest of us! https://www.statisticshowto.com/predictive-validity/

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