Related Experiment Video
Updated: Mar 19, 2026

Measurement of Fronto-limbic Activity Using an Emotional Oddball Task in Children with Familial High Risk for Schizophrenia
Published on: December 2, 2015
Randomized or fixed order for studies of behavioral syndromes?
1School of Integrative Biology, University of Illinois , 505 S. Goodwin Ave. , Urbana, IL 61801, USA.
Researchers explored the impact of assay order on behavioral syndromes and animal personality studies. Randomizing assay order is generally recommended for within-subjects designs, but fixed orders may be suitable under specific conditions.
Area of Science:
- Behavioral ecology
- Animal behavior
- Ethology
Background:
- Behavioral syndromes and animal personality are key areas of study in behavioral ecology.
- Quantifying within-individual consistency and between-individual variation in behavior requires repeated measures on the same individuals.
- Determining if behavioral differences across contexts constitute a behavioral syndrome is a common research goal.
Purpose of the Study:
- To articulate the advantages and disadvantages of randomized versus fixed assay orders in behavioral syndrome studies.
- To provide recommendations for assay order based on experimental goals and statistical power.
- To address the lack of universal agreement on optimal testing procedures for behavioral syndromes.
Main Methods:
- Review of methodologies for studying behavioral syndromes and animal personality.
- Analysis of within-subjects designs and their suitability for different experimental objectives.
- Consideration of carryover and period effects in behavioral assays.
Main Results:
- Randomizing assay order is generally recommended for studies focusing on mean-level treatment differences.
- Randomized order can be used for behavioral syndrome studies if the experiment has sufficient power to account for carryover and period effects.
- Fixed order testing is preferable when studying carryover effects or when power is insufficient to control for them.
Conclusions:
- The choice between randomized and fixed assay order depends on specific research questions and experimental constraints.
- Sufficient statistical power is crucial for employing randomized designs in behavioral syndrome research.
- Compromise strategies, like fixed order with specific context sequencing, can mitigate carryover effects in underpowered studies.
Related Concept Videos
Randomized Experiments
Simple randomization
Simple...
Bioequivalence Experimental Study Designs: Repeated Measures, Cross-Over, Carry-Over, and Latin Square Designs
Group Design
Bioequivalence Experimental Study Designs: Completely Randomized and Randomized Block Designs
Naturalistic Observations
Behaviorism
The core premise of behaviorism is its focus on observable behavior rather than internal thoughts or feelings. This approach argues that true scientific...

