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Attribution Theory00:56

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Behavior is a product of both the situation (e.g., cultural influences, social roles, and the presence of bystanders) and of the person (e.g., personality characteristics). Subfields of psychology tend to focus on one influence or behavior over others. Situationism is the view that our behavior and actions are determined by our immediate environment and surroundings. In contrast, dispositionism holds that our behavior is determined by internal factors (Heider, 1958).
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Attributing diseases to multiple pathways: a causal-pie modeling approach.

Christine Chen1, Wen-Chung Lee1,2

  • 1Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan.

Clinical Epidemiology
|May 10, 2018
PubMed
Summary

This study introduces a novel method for disease attribution using the causal-pie model to link multiple exposures to diseases. It aids in evaluating intervention impacts and assigning legal responsibility.

Keywords:
attributioncausal-pie modeldisease pathwaysepidemiological methods

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Area of Science:

  • Epidemiology
  • Causal inference
  • Public health

Background:

  • Epidemiology focuses on understanding exposure-disease relationships.
  • Disease attribution assesses if specific exposures cause a disease.
  • Current methods may not fully capture complex causal pathways.

Purpose of the Study:

  • To propose a method for attributing diseases to multiple causal pathways.
  • To extend the causal-pie model for multi-pathway attribution.
  • To demonstrate applications in intervention assessment and legal liability.

Main Methods:

  • Utilizing the causal-pie model framework.
  • Developing a method for attributing diseases to multiple exposures.
  • Applying the model to evaluate potential intervention effects.

Main Results:

  • The proposed method allows for the attribution of diseases to multiple causal pathways.
  • The approach provides a quantitative basis for assessing intervention impact.
  • The framework is applicable to legal contexts for responsibility allocation.

Conclusions:

  • The causal-pie model offers a robust approach to disease attribution.
  • This method enhances understanding of complex exposure-disease relationships.
  • The findings have implications for public health interventions and legal frameworks.