Entrepreneurial Mindset Development Program Curriculum in Andhra Pradesh - Second Endline

Last registered on July 06, 2026

Pre-Trial

Trial Information

General Information

Title
Entrepreneurial Mindset Development Program Curriculum in Andhra Pradesh - Second Endline
RCT ID
AEARCTR-0018514
Initial registration date
July 01, 2026

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
July 06, 2026, 8:06 AM EDT

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

Locations

Primary Investigator

Affiliation
World Bank, South Asia Gender Innovation Lab

Other Primary Investigator(s)

PI Affiliation
NYU Abu Dhabi
PI Affiliation
Johns Hopkins University
PI Affiliation
World Bank
PI Affiliation
Northeastern University
PI Affiliation
UCSD
PI Affiliation
Indian Statistical Institute

Additional Trial Information

Status
On going
Start date
2026-04-06
End date
2026-07-30
Secondary IDs
Prior work
This trial is based on or builds upon one or more prior RCTs.
Abstract
The importance of entrepreneurial mindset skills is essential to equipping youth for school-to-work transitions and occupational choices. To explore this, we leverage the large-scale rollout of the Entrepreneurial Mindset Development Program (EMDP) in Andhra Pradesh, India. The program consists of a specialized curriculum delivered to Grade 9 students. Under the pre-analysis plan AEARCTR-0012702, we described the analysis of the intervention’s experimental effects using the first wave of endline data. This pre-registration guides the use of a second wave of endline data collection, which we intend to use to support a general equilibrium model. We also extend our analysis description in line with the inclusion of new survey instruments.
External Link(s)

Registration Citation

Citation
Amaral, Sofia et al. 2026. "Entrepreneurial Mindset Development Program Curriculum in Andhra Pradesh - Second Endline ." AEA RCT Registry. July 06. https://doi.org/10.1257/rct.18514-1.0
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Experimental Details

Interventions

Intervention(s)
In partnership with the Government of Andhra Pradesh, EMDP was rolled out by the State Council of Educational Research and Training (SCERT-AP) and Udhyam for Grade 9 students during the 2022-23 Academic Year across 4,776 government schools and approximately 300,000 students. The program features a unique curriculum aimed at equipping Grade 9 students with entrepreneurial skills and mindsets. Delivered throughout the academic year, it engaged students with real-life scenarios to prepare them for various professional environments,
including corporations, startups, or family businesses. The curriculum includes daily instructional classes and a substantial practical component, encompassing three smaller projects and one major project. These projects enable students to apply their classroom-
learned skills to solve real-world challenges within their communities
Intervention Start Date
2026-04-06
Intervention End Date
2026-07-30

Primary Outcomes

Primary Outcomes (end points)
Career Preferences, Constraints, Beliefs, and Aspirations
Primary Outcomes (explanation)
The collected data will map to a structural framework linking human capital accumulation to occupational sorting and aggregate output, beyond the estimates of treatment effects using reduced-form estimations.

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
The underlying experimental design relies on a state-scale randomized controlled trial in Andhra Pradesh. Under this design, sub-districts (mandals) were allocated to one of two groups: a) Treatment Group: 630 mandals assigned to receive the EMDP; b) Control Group: 50 mandals serving as pure controls. The initial study sample tracked 75 randomly selected treatment mandals, comprising 748 treatment schools and 505 control schools. The first endline wave interviewed over 30,000 students. In our reduced-form estimations, we estimate intent-to-treat (ITT) regressions following the protocol outlined in AEARCTR-0012702}. The second wave of post-intervention data collection seeks to survey approximately half of the original students—an expected sample of 12,500—using a representative selection from the first sample. To select students, we create a ranked replacement list for each school. The sampling procedure requires a random sample drawn proportionately from each school. The steps taken are:
1- Each school's proportional share of the target sample of 12,500 students is calculated and rounded.
2- Students within each school are randomly selected to form the main sample.
3- Remaining students enter a replacement pool: a) The remaining students are stratified into male and female groups; b) Students within each gender group are randomly ranked; c) This results in a gender-specific replacement list for each school.
This protocol ensures that our sampling framework in the second wave is representative of the initial sample. We seek informed consent from parents and students prior to initiating the survey.
Experimental Design Details
Not available
Randomization Method
We used STATA randomizing across mandals.
Randomization Unit
Mandals and the analysis level is students.
Was the treatment clustered?
Yes

Experiment Characteristics

Sample size: planned number of clusters
Treatment= 75 clusters; Control=50 clusters.
Sample size: planned number of observations
We plan to reach 12,500 students spread across the 125 clusters.
Sample size (or number of clusters) by treatment arms
Treatment= 75 clusters; Control=50 clusters.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
Supporting Documents and Materials

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IRB

Institutional Review Boards (IRBs)

IRB Name
DAI Research and Advisory Services Institutional Review Board
IRB Approval Date
2026-03-31
IRB Approval Number
AP-EMDP-04/2025-2026