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| Name | Class |
|---|---|
| University of Pennsylvania | OTHER |
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The investigators will record behavioral responses from human participants on crowdsourcing platform Prolific to identify the decision strategies humans apply short-term, long-term, and multi timescale (across both timescales) inference tasks. Participants will perform a flexible decision-making task (described in Research Strategy Aim 1) in which subjects must determine which of two locations a series of evidence (package drops) came from. Subjects must 1) report the current location, 2) predict the next location. The investigators will record these responses, the number (and sequence) of evidence, and the response time (time from the end of trial until the response) for each trial. Subjects will perform all blocks (parameters and number of blocks to be determined by inference model development and testing prior to task development) so that we can compare responses at each timescale. Since participants participate voluntarily for small sums of money (around $12/ hour based on duration of task) and the investigators' previous studies have collected over 200 subjects in a matter of days, they will aim to record behavioral data from 1000 subjects. This number allows them to address the broad range of subject variability expected using Bayesian statistical methods such as Bayes factors.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Environmental Feature Experiment | Experimental |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| psychophysics | Behavioral | Subjects will be shown two locations and a series of package drops that switch between the two locations with an unknown frequency. Subjects must identify which location is current in use and which location will be selected next. Subjects know that the frequency of the location changes is different in each block but not its exact value |
| Measure | Description | Time Frame |
|---|---|---|
| Binary Behavioral Decision Responses | Subject- provided choices (responses on the computer) between two presented options | Through task completion on each task trial, approximately 1-5x/ minute for approximate 30 minutes |
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Inclusion Criteria:
Exclusion Criteria:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Tahra Eissa | Contact | (303) 492-6974 | tahra.eissa@colorado.edu |
| Name | Affiliation | Role |
|---|---|---|
| Tahra Eissa | University of Colorado, Denver | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University of Colorado Boulder | Recruiting | Boulder | Colorado | 80309 | United States |
The task structure will be preregistered to Open Science Framework (OSF) prior to data acquisition. De-identified data will be posted to OSF following publication.
The data will be made available following publication.
IPD will be available on OSF to all who are interested.
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| ID | Term |
|---|---|
| D001519 | Behavior |
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| ID | Term |
|---|---|
| D011601 | Psychophysics |
| ID | Term |
|---|---|
| D019937 | Diagnostic Techniques and Procedures |
| D003933 | Diagnosis |
| D001525 | Behavioral Sciences |
| D004191 | Behavioral Disciplines and Activities |
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