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Association to Causation
BY
DR MUHAMMAD TAUSEEF JAVED
CONSULTANT MINISTRY OF
HEALTH MAKKAH
&
IPH LAHORE
Sequence of Studies
Clinical observations
Available data
Case-control studies
Cohort studies
Randomized trials
Types of Associations
• Real
• Spurious
DEFINITIONS
• Observational study
• Causation
• Etiology
• Association
• Necessary
• Sufficient
Your Assignment:
Define these terms
as they apply to
epidemiology.
Koch and Causation
• Postulates
• Why study association?
• Web of causation
• Do we need a better way?
Twelve Criteria for Causation
• Cause distributed at
same level
• Incidence much
higher in exposed
population
• Exposure more
frequent
• Disease should
follow exposure
• Dose dependent
• Expected response
• Association should be
the same
• Other cause-effect ruled
out
• Control results in
decreased disease
• Modification of host
results in decrease
• Human vol. always +
• Findings should make
sense
Factors in Causation of Disease
• Predisposing
• Enabling
• Precipitating
• Reinforcing
Your Assignment:
Define these terms
as they apply to
epidemiology.
Web of Causation
Are Associations Always
Connected to the Disease?
NO, BUT …………………………..
Cigarette smoking and lung cancer
Age and prostate cancer
Car accidents and alcohol
Tribal customs and kuru
Agriculture and antibiotic resistance
Association
• Deals with ……………….
• Is concerned with ……….
• Is the degree of ………….
• Has to be scientifically proven …..
Your Assignment:
fill in the blanks
Degrees of Association
• No association Direct association
No possibility for association
Possibly associated
Associated
Direct cause and effect
Guidelines for Judging Whether
An Association Is Causal
• Temporal relationship
• Strength of the association
• Dose-response relationship
• Replication of the findings
• Biologic plausibility
• Consideration of alternate explanations
• Specificity of the association
• Consistency with other knowledge
Deriving Causal Inferences
• Arriving at causation from association
 For example, showing that Helicobacter
pylori is directly linked to peptic ulcers
Perspectives
• Causation may be limited
• Subject to modification
• Perhaps more complex than realized
• Sometimes not measureable
• “Criteria” are really guidelines
may be subjective

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Association to Causation

  • 1. Association to Causation BY DR MUHAMMAD TAUSEEF JAVED CONSULTANT MINISTRY OF HEALTH MAKKAH & IPH LAHORE
  • 2. Sequence of Studies Clinical observations Available data Case-control studies Cohort studies Randomized trials
  • 3. Types of Associations • Real • Spurious
  • 4. DEFINITIONS • Observational study • Causation • Etiology • Association • Necessary • Sufficient Your Assignment: Define these terms as they apply to epidemiology.
  • 5. Koch and Causation • Postulates • Why study association? • Web of causation • Do we need a better way?
  • 6. Twelve Criteria for Causation • Cause distributed at same level • Incidence much higher in exposed population • Exposure more frequent • Disease should follow exposure • Dose dependent • Expected response • Association should be the same • Other cause-effect ruled out • Control results in decreased disease • Modification of host results in decrease • Human vol. always + • Findings should make sense
  • 7. Factors in Causation of Disease • Predisposing • Enabling • Precipitating • Reinforcing Your Assignment: Define these terms as they apply to epidemiology.
  • 9. Are Associations Always Connected to the Disease? NO, BUT ………………………….. Cigarette smoking and lung cancer Age and prostate cancer Car accidents and alcohol Tribal customs and kuru Agriculture and antibiotic resistance
  • 10. Association • Deals with ………………. • Is concerned with ………. • Is the degree of …………. • Has to be scientifically proven ….. Your Assignment: fill in the blanks
  • 11. Degrees of Association • No association Direct association No possibility for association Possibly associated Associated Direct cause and effect
  • 12. Guidelines for Judging Whether An Association Is Causal • Temporal relationship • Strength of the association • Dose-response relationship • Replication of the findings • Biologic plausibility • Consideration of alternate explanations • Specificity of the association • Consistency with other knowledge
  • 13. Deriving Causal Inferences • Arriving at causation from association  For example, showing that Helicobacter pylori is directly linked to peptic ulcers
  • 14. Perspectives • Causation may be limited • Subject to modification • Perhaps more complex than realized • Sometimes not measureable • “Criteria” are really guidelines may be subjective