articleACM eBooksFeb 28, 2022GREEN OA

Direct and Indirect Effects

University of California, Los Angeles

Indexed inarxivcrossrefdatacite

Abstract

The direct effect of one eventon another can be defined and measured byholding constant all intermediate variables between the two.Indirect effects present conceptual andpractical difficulties (in nonlinear models), because they cannot be isolated by holding certain variablesconstant. This paper shows a way of defining any path-specific effectthat does not invoke blocking the remainingpaths.This permits the assessment of a more naturaltype of direct and indirect effects, one thatis applicable in both linear and nonlinear models. The paper establishesconditions under which such assessments can be estimated consistentlyfrom experimental and nonexperimental data,and thus extends path-analytic techniques…

Citation impact

924
total citations
FWCI
85.38
Percentile
100%
References
9
Citations per year

Authors

1

Topics & keywords

Keywords
  • Nonlinear system
  • Nonparametric statistics
  • Indirect effect
  • Set (abstract data type)
  • Constant (computer programming)
  • Computer science
  • Path (computing)
  • Econometrics
UN Sustainable Development Goals
  • Peace, Justice and strong institutions
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