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Experiments

Experimental infrastructure

LABEL runs controlled laboratory experiments that use the standard methodology in the field of experimental economics. 

Economics Department Experimental Laboratory

It is located in the Economics Department at USC (KAP 329). Equipped with 36 workstations, it is an ideal platform to study decision-making.

The lab is open only to full-time faculty of the Economics Department and their students. LABEL oversees experimental procedures to guarantee compliance with established experimental economics practices.

Lab in the field

 

Our research is often run in the field, in schools or other venues. We use a portable laboratory that replicates the setting of a standard laboratory.

Neuro-imaging at the DNI

 

Neuroimaging studies are implemented in the Cognitive Neuroimaging Center that is dedicated to pursuing structural and functional studies of the human brain.

Methods

All our experiments are incentivized and we do not use deception. Participants earn cash, gift cards or age-appropriate rewards. 

Our personnel is trained and certified to work with human subjects. Our studies are reviewed by the USC Institutional Review Board

Software

We use several experimental software:

  • OTree
  • Multistage
  • ZTree
  • Psychtoolbox

All software is in the public domain.  Specific software for our tasks are available from our repository on GitHub.

Techniques

We use a variety of techniques to study attention (reaction times, mouse and eye tracking) and arousal (skin conductance) at the time of decision. We also resort to manipulations (stress induction) to bias behavior.

Tasks and scales

The documentation regarding the cognitive and non cognitive tasks and scales developed at LABEL can be found on the OSF platform. Software material (if applicable) is available from our repository on GitHub.

Pre-registration

Our projects are preregistered on the OSF  platform.

Data

Data are analyzed using a pipeline built on python and R. 

The large datasets are run on the USC Center for High-Performance Computing

Data are stored on GitHub.

 

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