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Social identity and career choices

Last registered on July 16, 2018

Pre-Trial

Trial Information

General Information

Title
Social identity and career choices
RCT ID
AEARCTR-0002351
Initial registration date
September 01, 2017

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
September 04, 2017, 8:24 PM EDT

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

Last updated
July 16, 2018, 3:52 PM EDT

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

Locations

Primary Investigator

Affiliation
Bocconi University

Other Primary Investigator(s)

Additional Trial Information

Status
In development
Start date
2017-09-04
End date
2019-07-30
Secondary IDs
Abstract
How does social identity affect career choices? Why do men not apply to jobs traditionally dominated by women? While there is a rich and growing literature on stereotypes and aspirations, there are a few studies investigating how counter-stereotypical messages in crucial moments of choice can actually induce more people to consider and even pursue a career which is uncommon for their group of origin.
I design an experiment in collaboration with a UK organization operating in a sector traditionally made of more than 75% of women. The experiment randomly assigns people interested in applying to the organization in different treatment groups, which manipulate the content of an invitation-to-apply email. The different treatments are meant to investigate the extent to which social identity matters for this career choice and disentangle some of the channels through which it affects decisions at different stages of the recruitment and selection process, for different demographic groups. The main outcome variables will be information gathering about the job, application submission and performance in the selection process, offer acceptance, performance on the job. I will also validate the mechanisms behind the intervention in an additional online experiment with a different sample.
External Link(s)

Registration Citation

Citation
Delfino, Alexia. 2018. "Social identity and career choices." AEA RCT Registry. July 16. https://doi.org/10.1257/rct.2351-2.0
Former Citation
Delfino, Alexia. 2018. "Social identity and career choices." AEA RCT Registry. July 16. https://www.socialscienceregistry.org/trials/2351/history/31818
Sponsors & Partners

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Experimental Details

Interventions

Intervention(s)
Intervention (Hidden)
Intervention Start Date
2017-09-04
Intervention End Date
2019-01-01

Primary Outcomes

Primary Outcomes (end points)
Application submission, access to the application portal, information gathering about the job (event participation, website use, brochure collection), performance in the selection process (duration, scores), offer acceptance/rejection, performance in the program, beliefs about job effectiveness (survey measures).
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
The experiment is going to be conducted in two different stages of the recruitment process of the partner organization. The first stage will be across universities and will investigate what types of messages the employer can send to students to attract a more diverse pool of applicants and increase exposure to the job across demographic groups. Two different types of messages will be tested, which differ to the extent to which they represent stereotypical or counter-stereotypical examples of previously successful applicants. The second stage will target applicants and will manipulate perceived similarity with previously successful applicants and/or effectiveness on the job by providing information of the performance of previous cohorts (4 treatments).
An additional online survey will be implemented to validate and understand better what is the interpretation and emotional response to the different treatments used in these two stages of the recruitment process.
Experimental Design Details
Treatments in the second stage of the trial will manipulate perceived similarity of gender identity with previously successful applicants by showing a picture of a female or male member of the organization.
Perceived effectiveness on the job will be manipulated by providing information of the performance of a recent cohort in practice tests with customers.
Randomization Method
Randomization programmed in the application software and done by the computer throughout the selection process period.
Randomization Unit
Two levels of randomization: university level and individual level randomization. The latter will be done at two different stages: participants to the organization's events and applicants.
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
Not clustered.
Sample size: planned number of observations
The sample of applicants will comprise between 3000 and 5000 people. The total number of universities in the treatment and control groups is 28 and 14 respectively. The sample of participants to events will be collected across both treatment and control universities and will comprise between 1500 and 2000 people (according to historical estimates).
Sample size (or number of clusters) by treatment arms
The sample of event participants is going to be assigned to three treatment arms: this means approximately 500 people for each arm, 500 in control group and 500 in each treatment.
Applicants are going to be assigned to five treatment arms. Assuming that the number of applicants will be approximately 3000, this means 600 people in each treatment arm: 600 control and 600 in each of the four treatment groups.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
LSE Research Ethics
IRB Approval Date
2017-08-21
IRB Approval Number
Ref # 000611
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