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Causation. Reasoning about how and why things happen. The Main Issue in Causal Reasoning: Evaluation of a Causal Claim. The Main Issue in Causal Reasoning: Evaluation of a Causal Claim. • May be intended as a causal hypothesis.
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Causation Reasoning about how and why things happen
The Main Issue in Causal Reasoning:Evaluation of a Causal Claim
The Main Issue in Causal Reasoning:Evaluation of a Causal Claim • May be intended as a causal hypothesis If I, Ralph Nader, enter the presidential race in 2004, it will force the candidates to address my issues.
The Main Issue in Causal Reasoning:Evaluation of a Causal Claim • May be intended as a causal hypothesis • May be intended as a conclusion based on observation or inductive inference Power corrupts, and absolute power corrupts absolutely.
Reasoning patterns that work • Relevant difference reasoning If an effect is present in one situation but not present in other similar situations, consider relevant differences as causes of the effect. Screen for alternative causes.
Reasoning patterns that work • Relevant difference reasoning If an effect is present in one situation but not present in other similar situations, consider relevant differences as causes of the effect. Screen for alternative causes. • Common thread reasoning If an effect is present in multiple situations, consider as a cause any feature that is present whenever the effect is present. Consider alternative causes.
Reasoning errors and patterns that don’t work well enough • Post hoc fallacy (post hoc ergo propter hoc) Occurs when the fact that one event occurred before another is uncritically taken as sufficient evidence that the earlier event caused the later event
Reasoning errors and patterns that don’t work well enough • Post hoc fallacy Occurs when the fact that one event occurred before another is uncritically taken as sufficient evidence that the earlier event caused the later event • Overlooking a common thread or cause
Reasoning errors and patterns that don’t work well enough • Post hoc fallacy Occurs when the fact that one event occurred before another is uncritically taken as sufficient evidence that the earlier event caused the later event • Overlooking a common thread or cause • Focusing on irrelevant threads or differences
Reasoning errors and patterns that don’t work well enough • Post hoc fallacy Occurs when the fact that one event occurred before another is uncritically taken as sufficient evidence that the earlier event caused the later event • Overlooking a common thread or cause • Focusing on irrelevant threads or differences • Overlooking possibility of reversed causation
Reasoning errors and patterns that don’t work well enough • Post hoc fallacy Occurs when the fact that one event occurred before another is uncritically taken as sufficient evidence that the earlier event caused the later event • Overlooking a common thread or cause • Focusing on irrelevant threads or differences • Overlooking possibility of reversed causation • Asserting a wrong common cause
Reasoning errors and patterns that don’t work well enough • Post hoc fallacy Occurs when the fact that one event occurred before another is uncritically taken as sufficient evidence that the earlier event caused the later event • Overlooking a common thread or cause • Focusing on irrelevant threads or differences • Overlooking possibility of reversed causation • Asserting a wrong common cause • Appealing to anecdotal evidence
Problems in causal reasoning Occurs when the statement of cause essentially restates the effect, typically as a definition or description • Circularity
Problems in causal reasoning Occurs when the statement of cause essentially restates the effect, typically as a definition or description • Circularity • Testability issues Occur when the statement of cause is inappropriately difficult or impossible to falsify
Problems in causal reasoning Occurs when the statement of cause essentially restates the effect, typically as a definition or description • Circularity • Testability issues Occur when the statement of cause is inappropriately difficult or impossible to falsify • Specificity issues Occur when the statement of cause is inappropriately vague, especially from use of undefined terms
Problems in causal reasoning Occurs when the statement of cause essentially restates the effect, typically as a definition or description • Circularity • Testability issues Occur when the statement of cause is inappropriately difficult or impossible to falsify • Specificity issues Occur when the statement of cause is inappropriately vague, especially from use of undefined terms • Inclusion of unnecessary assumptions
Problems in causal reasoning Occurs when the statement of cause essentially restates the effect, typically as a definition or description • Circularity • Testability issues Occur when the statement of cause is inappropriately difficult or impossible to falsify • Specificity issues Occur when the statement of cause is inappropriately vague, especially from use of undefined terms • Inclusion of unnecessary assumptions • Conflict with well-established theory Critical thinking theory places the burden of proof on new or unusual ideas
Causal reasoning alternatives All events have at least one physical/material cause and no non-material cause • Materialism • Single causation Every effect has one and only one unique cause • Dependent co-arising (Buddhist) At least two entities must participate in the causation of any phenomenon, which is made possible by the natures of the entities involved • Theory of changes (Chinese) Situations have essential structures that tend to change in patterned ways