Baloney Detection Kit
In his book, "The Demon-Haunted World", Carl Sagan provides tools for critical
thinking. This excellent list is a strong tool to weed out the bad seeds in science.
Tools
The following tools are for detecting fallacious or fraudulent arguments:
- Wherever possible there must be independent confirmation of the facts.
- Encourage substantive debate on the evidence by knowledgeable proponents of all
points of view.
- Arguments from authority carry little weight (in science there are no "authorities").
- Spin more than one hypothesis - don't simply run with the first idea that caught
your fancy.
- Try not to get overly attached to a hypothesis just because it's yours.
- Quantify, wherever possible.
- If there is a chain of argument every link in the chain must work.
- "Occam's razor" - if there are two hypothesis that explain the data equally well
choose the simpler.
- Ask whether the hypothesis can, at least in principle, be falsified (shown to be
false by some unambiguous test). In other words, is it testable? Can others
duplicate the experiment and get the same result?
Additional issues are:
- Conduct control experiments - especially "double blind" experiments where the
person taking measurements is not aware of the test and control subjects.
- Check for confounding factors - separate the variables.
Common Fallacies of Logic and Rhetoric
- Ad hominem - attacking the arguer and not the argument.
- Argument from "authority".
- Argument from adverse consequences (putting pressure on the decision maker by
pointing out dire consequences of an "unfavourable" decision).
- Appeal to ignorance (absence of evidence is not evidence of absence).
- Special pleading (typically referring to god's will).
- Begging the question (assuming an answer in the way the question is phrased).
- Observational selection (counting the hits and forgetting the misses).
- Statistics of small numbers (such as drawing conclusions from inadequate sample sizes).
- Misunderstanding the nature of statistics (President Eisenhower expressing
astonishment and alarm on discovering that fully half of all Americans have
below average intelligence.)
- Inconsistency (e.g. environmental expenditures based on worst case scenarios but
military projections on national security matters thriftily ignored because they
are not "proved").
- Non sequitur - "it does not follow" - the logic falls down.
- Post hoc, ergo propter hoc - "it happened after so it was caused by" - confusion
of cause and effect.
- Meaningless question ("what happens when an irresistible force meets an immovable
object?).
- Excluded middle - considering only the two extremes in a range of possibilities
(making the "other side" look worse than it really is).
- Short-term v. long-term - a subset of excluded middle ("why pursue fundamental
radio science as hams when large corporations and universities have such a huge
budget to work with?").
- Slippery slope - a subset of excluded middle - unwarranted extrapolation of the
effects (give an inch and they will take a mile).
- Confusion of correlation and causation.
- Straw man - caricaturing (or stereotyping) a position to make it easier to attack.
- Suppressed evidence or half-truths.
- Weasel words - for example, use of euphemisms for taxation such as "income redistribution"
to get around public aversion to increased taxation.
"An important art of politicians
is to find new names for institutions which under old names have become odious
to the public"
Postlude
Carl Sagan, astronomer and author, showed how Nature and science could be explained
so everyone could understand it. He was truly one of a kind.
He is sorely missed.