Big Quote by Clayton M. Christensen
“By definition, big data cannot yield complicated descriptions of causality. Especially in healthcare. Almost all of our diseases occur in the intersections of systems in the body.”
About This Quote
Source Article: Data Limits in Healthcare, 2018
Big data lacks the ability to capture complex causal relationships, especially in intersecting bodily systems.
In simple terms: Big data misses complex causality.
Key Takeaway
Integrate multiple data types.
Themes
healthcare
data science
causality
Mood
analytical
concerned
Type
critical
inquisitive
When to use this quote
- clinical decision making
- policy planning
- research design
Key Concepts
systems biology
interdisciplinary research
Questions to Reflect On
- How can we improve causal insight?
- What role does domain expertise play?
A Different Perspective
Complex models can be costly and opaque.
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