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Related Experiment Video

Updated: May 31, 2026

Assessment of Social Interaction Behaviors

Assessment of Social Interaction Behaviors

Published on: February 25, 2011

Reporting of interaction.

Dinanda J de Jager¹, Renée de Mutsert, Kitty J Jager

¹Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands.

Nephron. Clinical Practice

|July 16, 2011

Summary

This study introduces methods to assess additive interaction, crucial for public health, using relative risks from multiplicative scales. It recommends reporting individual and joint exposure effects for clear interaction evaluation.

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Area of Science:

Epidemiology
Biostatistics
Public Health

Background:

Interaction occurs when the effect of one risk factor on an outcome varies across levels of another risk factor.
Assessing interaction on an additive scale is particularly relevant for public health impact.
Commonly used epidemiological models (logistic, Cox regression) yield relative risks on a multiplicative scale.

Purpose of the Study:

To present surrogate measures for evaluating additive interaction using data on a multiplicative scale (relative risks).
To facilitate transparent reporting and evaluation of interaction effects in epidemiological studies.

Main Methods:

Utilizing relative risks derived from logistic or Cox regression models.
Developing and presenting surrogate measures to estimate additive interaction from multiplicative scale data.
Recommending a specific reporting strategy for exposure effects.

Main Results:

The paper provides methods to infer additive interaction from multiplicative scale data.
The proposed methods allow for the evaluation of interaction on both additive and multiplicative scales.

Conclusions:

Additive interaction assessment is vital for public health, and methods exist to evaluate it even with multiplicative scale data.
Transparent reporting of separate and joint exposure effects against a common unexposed reference group is recommended for comprehensive interaction analysis.