Question: what is the difference between unit of analysis and unit of observation?
Answer: A unit of analysis is the item you wish to be able to say something about at the end of your study while a unit of observation is the item that you actually observe. When researchers confuse their units of analysis and observation, they may be prone to committing either the ecological fallacy or reductionism.