Cooperation and Gender Discrimination

Last registered on June 25, 2021

Pre-Trial

Trial Information

General Information

Title
Cooperation and Gender Discrimination
RCT ID
AEARCTR-0007869
Initial registration date
June 24, 2021
Last updated
June 25, 2021, 1:37 PM EDT

Locations

Region
Region

Primary Investigator

Affiliation
University of Oslo

Other Primary Investigator(s)

PI Affiliation
University of Oslo
PI Affiliation
University of Oslo
PI Affiliation

Additional Trial Information

Status
In development
Start date
2021-06-24
End date
2021-08-10
Secondary IDs
Abstract
In this experiment we test whether informativeness of the ordering of collaborators matters for the extent of gender discrimination. We match individuals (candidates) who have previously performed mathematical quizzes, in pairs, and ask a new group of subjects to pick (the best) candidates based on information about pair performance, gender, age and type of university degree. Subjects are paid based on their chosen candidates' individual performance on a mathematical quiz. First, we vary the informativeness of a candidate's mathematical performance by ordering pair members either alphabetically (ABC treatment) or according to merit (123 treatment), listing first the pair member with the highest number of correct answers. Second, we measure the presence of gender discrimination by varying the gender compositions of candidates in the choice sets that subjects choose from. In this plan we describe hypotheses to be tested, the coding of variables, and the empirical strategy that will be used.
External Link(s)

Registration Citation

Citation
Brekke, Kjell Arne et al. 2021. "Cooperation and Gender Discrimination." AEA RCT Registry. June 25. https://doi.org/10.1257/rct.7869-1.0
Experimental Details

Interventions

Intervention(s)
In our study, we ask subjects to choose candidates based on information about the candidates' performance on a set of mathematical exercises together with a partner. Subject's earnings depend on their chosen candidates' individual performance on a math quiz.

We implement interventions simultaneously. In intervention 1 we randomly vary the information subjects receive about the candidates' individual contributions to pair work. In intervention 2, we randomly vary the gender composition of choice sets (group of candidates from which subjects choose one) in order to study how gender discrimination of candidates depend on the information scheme.
Intervention Start Date
2021-06-24
Intervention End Date
2021-08-10

Primary Outcomes

Primary Outcomes (end points)
The main outcome variables are whether a candidate is chosen, the gender of the chosen candidates and the performance of chosen candidates on the payoff relevant quiz.
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
In this experiment, Experiment 2, subjects will evaluate the mathematical abilities of a second group of individuals, from hereon called candidates, that participated in a previous experiment, Experiment 1. First, we provide subjects with information about the candidates' mathematical performance together with a partner (a pair) and some demographic characteristics. Second, we ask them to pick a subset of these candidates. The subjects in Experiment 2 are paid based on the number of correct answers their chosen candidates provided on a particular mathematics quiz in Experiment 1. In total, subjects in Experiment 2 make 13 choices of candidates from 13 choice sets, each consisting of four eligible candidates.

We randomly vary the information subjects receive about candidates' individual contribution to pair-work (intervention 1) to gauge the effect of productivity relevant information on candidate choices. We also vary the gender composition of choice sets (intervention 2) to estimate the effect of information on gender discrimination.
Experimental Design Details
See the attached pre-analysis plan.
Randomization Method
Randomization performed by computer.
Randomization Unit
Subjects are randomized to our between-subjects treatments on the individual level.
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
500 subjects
Sample size: planned number of observations
500 subjects
Sample size (or number of clusters) by treatment arms
In each treatment arm of our 2*2 design there are 125 subjects. Subjects are allocated to each treatment in intervention 1 with equal probability, and within each of these treatments, subjects are allocated to the two treatments in intervention 2 with equal probability.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
With 500 subjects, power of 0.8 and significance level of 0.05 we are able to detect a difference of approximately 0.07-0.08 in the proportions of male and female main candidates that are chosen. Based on a pilot, these calculation are rest on the assumption that about 50 percent of the subjects choose the main candidates over the course of the experiment.
Supporting Documents and Materials

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IRB

Institutional Review Boards (IRBs)

IRB Name
IRB Approval Date
IRB Approval Number
Analysis Plan

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Post-Trial

Post Trial Information

Study Withdrawal

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Intervention

Is the intervention completed?
No
Data Collection Complete
Data Publication

Data Publication

Is public data available?
No

Program Files

Program Files
Reports, Papers & Other Materials

Relevant Paper(s)

Reports & Other Materials