Q11 Number Abuse Flashcards
How can you be skeptical of a statement that provides a percentage from a survey?
Find the “Whole” in the Portion of a Whole
Confirmation bias
Selecting or interpreting evidence in a way that confirms pre-existing beliegs
Skepticism
- Doubt
- A default to question assertions that merit further examination
- Enables data literacy
- Encourages us to look at claims with fresh eyes
Cynicism
- Disbelief
- A default position that presumes assertions are suspicious
- Can be corrosive/cynical to assume the worst
Cherry-picking
Selecting favorable evidence while ignoring unfavorable but relevant data
When ranking top ten nations with the most diabetes cases, you must
Normalize for population by calculating diabetes cases as a percentage of the population
Rate implies . . .
Population/Normalization
How to normalize for finding if bikes or vehicles are safer?
Calculate fatalities per 100 million miles for each bikes and vehicles
Dubious data
Numbers that appear valid but lack empirical origins
Empiricism
Reliance on rigorous evidence obtained through systematic observation or experiment
Rigorous
Thorough, tested
Evidence
Requires facts and information that truly reflect whatever is being measured
Systematic methods/experiments
At the core of science
Magazines and websites know that . . .
Numbers sell
- Unrounded specific numbers sell better because they convey authenticity and reliability
Fallacy
False reasoning