Can Likert Scales be Treated as Interval Scales?—A Simulation Study
Fujian Normal University · University of Macau
Abstract
The Likert scale is widely used in social work research, and is commonly constructed with four to seven points. It is usually treated as an interval scale, but strictly speaking it is an ordinal scale, where arithmetic operations cannot be conducted. There are pros and cons in using the Likert scale as an interval scale, but the controversy can be handled by increasing the number of points. Several researchers have suggested bringing the number up to eleven, on the basis of empirical data. In this article the authors explore this rational and share the same view, but simulate artificial data from both symmetrical normal and skewed distributions where the underlying metric is known in advance. Results show that…
Citation impact
- FWCI
- 29.26
- Percentile
- 100%
- References
- 17
Authors
2Topics & keywords
- Likert scale
- Generalizability theory
- Scale (ratio)
- Interval (graph theory)
- Normality
- Ordinal Scale
- Statistics
- Metric (unit)