Principles of Measurement Flashcards
Two Types of Measurement Variables
- Continuous Variables- Discrete Variables
Describe Continuous Variables
Variable whose values are on a scale with a theoretically infinite number of measurable increments between each major unit *weight, strength, distance etc
Describe Discrete Variables
Variable for which the value is a distinct category *heart beats, number of trials, number of children in the family, etc.
Precision
refers the exactness of a measure
4 Levels of Measurement
- Ratio- Interval- Ordinal- Nominal
Describe a Ratio Measurement
Classifies objects or characteristics in rank order with a known equal distance between categories and a known empirical zero point *Height, weight, circumference, blood pressure, etc.
Describe a Interval Measurement
Classifies objects or characteristics in rank order with a known equal distance between categories but lacks a known empirical zero point *Temperature, calendar year, etc.
Describe a Ordinal Measurement
Classifies objects or characteristics in rank order but lacks the mathematical properties of a known equal distance between categories *Weight-bearing status, level of assistance needed, MMT grades, patient satisfaction, etc.
Describe a Nominal Measurement
Classifies objects or characteristics but lack rank order and a known equal distance between categories *Gender, Race/Ethnicity, Religious affiliation, etc.
3 Measures of Central Tendency
- Mean- Median- Mode
3 Measures of Dispersion
- Rang- Standard Deviation- Variance
What is variance?
The variability of a score within a distribution
What is standard deviation?
The square root of the variance