Thus even supposedly unadulterated facts of observation…
“Thus even supposedly unadulterated facts of observation already are interfused with all sorts of conceptual pictures, model concepts, theories or whatever expression you choose. The choice is not whether to remain in the field of data or to theorize; the choice is only between models that are more or less abstract, generalized, near or more remote from direct observation, more or less suitable to represent observed phenomena.”
About This Quote
This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.
Observations are always filtered through conceptual frameworks, so data and theory are inseparable.
In simple terms: Data is shaped by models.
Key Takeaway
Recognize and choose appropriate models.
Themes
philosophy
science
epistemology
Mood
analytical
critical
Type
theoretical
academic
When to use this quote
- research design
- policy analysis
- education
- data interpretation
Key Concepts
systems theory
abstraction
modeling
Questions to Reflect On
- How do your assumptions shape what you see?
- When should you prioritize raw data over theory?
A Different Perspective
Models can oversimplify reality, leading to bias.