Generalizing Generalizability in Information Systems Research
Virginia Commonwealth University · Massachusetts Institute of Technology · +2 more institutions
Abstract
Generalizability is a major concern to those who do, and use, research. Statistical, sampling-based generalizability is well known, but methodologists have long been aware of conceptions of generalizability beyond the statistical. The purpose of this essay is to clarify the concept of generalizability by critically examining its nature, illustrating its use and misuse, and presenting a framework for classifying its different forms. The framework organizes the different forms into four types, which are defined by the distinction between empirical and theoretical kinds of statements. On the one hand, the framework affirms the bounds within which statistical, sampling-based generalizability is legitimate. On the…
Citation impact
- FWCI
- 112.89
- Percentile
- 100%
- References
- 86
Authors
2Topics & keywords
- Generalizability theory
- Relevance (law)
- Sampling (signal processing)
- Computer science
- Empirical research
- Psychology
- Data science
- Epistemology