SPSS and SAS procedures for estimating indirect effects in simple mediation models

@article{Preacher2004SPSSAS,
  title={SPSS and SAS procedures for estimating indirect effects in simple mediation models},
  author={K. Preacher and A. Hayes},
  journal={Behavior Research Methods, Instruments, & Computers},
  year={2004},
  volume={36},
  pages={717-731}
}
  • K. Preacher, A. Hayes
  • Published 2004
  • Psychology, Medicine
  • Behavior Research Methods, Instruments, & Computers
Researchers often conduct mediation analysis in order to indirectly assess the effect of a proposed cause on some outcome through a proposed mediator. The utility of mediation analysis stems from its ability to go beyond the merely descriptive to a more functional understanding of the relationships among variables. A necessary component of mediation is a statistically and practically significant indirect effect. Although mediation hypotheses are frequently explored in psychological research… Expand
12,638 Citations

Paper Mentions

Interventional Clinical Trial
People with prediabetes have blood sugar levels that are higher than normal and is linked to the development of cardiovascular disease (CVD). Improving cardiorespiratory fitness (CRF) in… Expand
ConditionsCardiorespiratory Fitness
InterventionBehavioral
Interventional Clinical Trial
As medical cannabis use becomes more common in the United States, it is essential to understand the ways in which adults who use medical cannabis perceive the benefits of… Expand
ConditionsCannabis Use, Insomnia Chronic
InterventionBehavioral
Interventional Clinical Trial
Chronic Pain (CP) management has increasingly utilized long-term opioid analgesic therapy, a change associated with increased opioid abuse (via greater exposure in vulnerable… Expand
ConditionsChronic Pain
InterventionBehavioral, Drug
Interventional Clinical Trial
People who smoke cigarettes and live in rural areas may not have access to a wide variety of resources to help them stop smoking. This study will evaluate two smoking cessation… Expand
ConditionsSmoking
InterventionBehavioral
Comparison of methods for constructing confidence intervals of standardized indirect effects
  • M. Cheung
  • Mathematics, Medicine
  • Behavior research methods
  • 2009
  • 148
  • PDF
Statistical Mediation Analysis
  • 125
Addressing Moderated Mediation Hypotheses: Theory, Methods, and Prescriptions
  • 6,246
  • PDF
Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros.
  • 954
  • Highly Influenced
  • PDF
Two-condition within-participant statistical mediation analysis: A path-analytic framework.
  • 303
Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models
  • 20,723
  • PDF
Assessing Mediational Models: Testing and Interval Estimation for Indirect Effects
  • 170
Mediation Analysis in Partial Least Squares Path Modeling: Helping Researchers Discuss More Sophisticated Models
  • 507
  • Highly Influenced
Moderated Mediation Analysis Using Bayesian Methods
  • 54
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 34 REFERENCES
Bootstrapping the Standard Error of the Mediated Effect
  • 102
  • PDF
Mediators, Moderators, and Tests for Mediation.
  • 1,432
  • PDF
Post-hoc probing of significant moderational and mediational effects in studies of pediatric populations.
  • 1,748
  • PDF
Mediation in experimental and nonexperimental studies: New procedures and recommendations.
  • 3,969
  • Highly Influential
  • PDF
Assessing specific mediational effects in complex theoretical models
  • 274
A comparison of methods to test mediation and other intervening variable effects.
  • 7,652
  • PDF
An Alternative Framework for Defining Mediation.
  • 397
The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations.
  • 70,373
  • Highly Influential
  • PDF
A Simulation Study of Mediated Effect Measures.
  • 1,404
...
1
2
3
4
...