'Simple' numeric data 'Complex' rich data
Measurement Meaning
Explanation Understanding
Prediction Interpretation
Generalisable account Contextual account
Representative population
sample
Purposive/ representative
perspective sample
Hypothesis-testing Exploratory
Claims objectivity Accepts subjectivity
Closed system
(experimental control)
Open system
(ecological validity)