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Can output competition in output performance undermine ethnic discrimination during the hiring process?

Last registered on June 23, 2021

Pre-Trial

Trial Information

General Information

Title
Can competition undermine taste-based ethnic discrimination during the hiring process?
RCT ID
AEARCTR-0006281
Initial registration date
August 13, 2020

Initial registration date is when the trial was registered.

It corresponds to when the registration was submitted to the Registry to be reviewed for publication.

First published
August 13, 2020, 12:34 PM EDT

First published corresponds to when the trial was first made public on the Registry after being reviewed.

Last updated
June 23, 2021, 2:23 AM EDT

Last updated is the most recent time when changes to the trial's registration were published.

Locations

Region

Primary Investigator

Affiliation
Queensland University of Technology

Other Primary Investigator(s)

Additional Trial Information

Status
In development
Start date
2020-11-01
End date
2022-11-23
Secondary IDs
Abstract
To examine if the competition in the labour market can reduce taste-based ethnic discrimination during the hiring process, we will use a lab experiment to stimulate the hiring process. Participants will be asked to finish several real effort tasks in the experiment, to capture the differences in actual ability(aka productivity) and the willingness to compete between the ethnic majority group and the minority group. The hiring process includes three treatments. In the baseline treatment, all the subjects are asked to choose a partner from the rest without any restriction. In the second treatment, all the subjects will face an actual employer competition for the “popular candidates”, who have been selected by more than one subject. The third treatment, some subjects will be given additional information about the choice of other “employers”, to find the differences between discriminatory behaviour and strategic reactions. To minimise statistical discrimination, language skill and the actual ability will be implicitly informed during the hiring process.
External Link(s)

Registration Citation

Citation
Hu, Hairong. 2021. "Can competition undermine taste-based ethnic discrimination during the hiring process?." AEA RCT Registry. June 23. https://doi.org/10.1257/rct.6281-1.3000000000000003
Experimental Details

Interventions

Intervention(s)
1) Baseline: no employer competition
2) Treatment - employer competition: All the subjects will face an actual employer competition for those who have been selected by more than one subject. The following task is randomly assigned to be competitive or non-competitive (stimulating the competition in the long-term performance)
3) Treatment - Strategic interactions: Some subjects can receive additional information about the choice of other employers, during the hiring process. This is to distinguish the taste-based discrimination from the strategic interaction.
Intervention Start Date
2020-12-01
Intervention End Date
2021-08-31

Primary Outcomes

Primary Outcomes (end points)
For each individual employee, i, whether i is being selcted by at least one employer from the majority group.
Primary Outcomes (explanation)
ethnical-sounding names (determined by reported birthplace), previous relative performance of i, size of the sessions, competitive hiring market (=1), competitive performance (=1), updating (=1)

Secondary Outcomes

Secondary Outcomes (end points)
For each individual employer, I, whether they choose select a candidate of same ethnic group as 1st preference
Secondary Outcomes (explanation)
ethnical-sounding names (determined by reported birthplace), previous relative performance of 1st preference, size of the sessions, competitive hiring market (=1), competitive performance (=1), updating (=1)

Experimental Design

Experimental Design
The experiment includes two parts. The first part is to ask the subjects to finish several real effort tasks, to capture their differences in ability (aka productivity) and in the willingness to compete. The second part is to stimulate the recruitment process in the hiring market, with three different treatment. Treatment 1 is the baseline that all the subjects are allowed to select a partner freely to finish another real effort task. Treatment 2 is to introduce the employer competition in the selection process that all the subjects will face an actual employer competition for the popular candidates, who have been selected as 1st preference by more than one subject. Treatment 3 is to update the information about the choice of other "employers" to some subjects, and see how they respond in changing their hiring decision. The first two treatments are to test the competition effect on taste-based discrimination. And the last two treatments are to distinguish the non-profitable taste-based discrimination from profitable strategic interactions. The statistical discrimination is minimised by explicitly informing the actual productivity and language level during the hiring process. The in-group variable is determined by the reported birthplace. To avoid bias in self-creating identity, some subjects are randomly chosen as anonymous during the hiring process.
Experimental Design Details
1) Practice Task
2) Part 1 Task 1: capture the ability in a piece-rate performance setting
3) Part 1 Task 2: capture the ability in a tournament performance setting
4) Part 1 Task 3: Capture the willingness to compete
5) Part 2 Task 1: Hiring process without employer competition/performance competition
6) Part 2 Task 2.1: Hiring process with employer competition, with or without performance competition
7) Part 2 Task 2.2: Update the choice of 1st preference for some subjects, with or without the information of other subjects' choices, under the competitive environment (followed by task 6)
Randomization Method
Randomised by a computer and a computer software
Randomization Unit
Individual
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
120-200 subjects
Sample size: planned number of observations
120-200 observations
Sample size (or number of clusters) by treatment arms
at least 20 sessions (5-8 subjects per session)
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
IRB Approval Date
IRB Approval Number

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