Learning to Learn—and Experiment: Synergizing Student-Centered, Experiential Science Learning and Technology Diffusion through School-Based Agricultural Extension

Last registered on April 29, 2026

Pre-Trial

Trial Information

General Information

Title
Learning to Learn—and Experiment: Synergizing Student-Centered, Experiential Science Learning and Technology Diffusion through School-Based Agricultural Extension
RCT ID
AEARCTR-0018512
Initial registration date
April 29, 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
April 29, 2026, 4:30 PM EDT

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

Locations

Primary Investigator

Affiliation
Northwestern University

Other Primary Investigator(s)

PI Affiliation
Harvard University

Additional Trial Information

Status
In development
Start date
2026-07-01
End date
2029-12-31
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
Ineffective agricultural extension systems and low-quality learning in schools are two important issues in developing countries. School-based agricultural extension (SBAE) has been shown by Lee (2025) to be a cost-effective platform to overcome the lack of extension officers and motivate school attendance. This study extends one step further to explore SBAE's potential to improve learning via using practical, experiential student experiences in agriculture as a teaser for scientific learning, thereby feeding back into agricultural households' understanding of agricultural technologies and adaptation to their needs. Specifically, we exploit the randomized scaling of SBAE to study the impact of adding an intervention, called "Learning to Learn" (LTL; Nourani et al, 2025). Using a sample of 135 schools, this study will estimate the impact of SBAE alone (versus control schools) and the impact of SBAE plus LTL, focusing on students' academic performance, cognitive and non-cognitive skills, attitudes towards learning and experimentation in agriculture, agricultural technology adoption in students' households and communities, and cohesion among agricultural households and communities in the exploration of new opportunities opened up by new agricultural technologies.
External Link(s)

Registration Citation

Citation
Lee, Jimmy and Vesall Nourani. 2026. "Learning to Learn—and Experiment: Synergizing Student-Centered, Experiential Science Learning and Technology Diffusion through School-Based Agricultural Extension." AEA RCT Registry. April 29. https://doi.org/10.1257/rct.18512-1.0
Experimental Details

Interventions

Intervention(s)
This study is built upon the randomized scaling of school-based agricultural extension to examine the effects of adding an intervention called "Learning to Learn" that trains science and agriculture teachers in the general skills (rather than specific recipes) of providing student-centered, experiential learning experiences.

The school-based agricultural extension program is provided by 4-H Liberia. The 4-H Liberia program integrates experiential science education with the introduction of improved agricultural technologies, offering the promise to transform rural livelihoods and motivate school attendance. Specifically, the program trains agriculture and science teachers to implement a system of four components: experiential instruction of scientific knowledge, student-led school farms, student home projects, and extra-curricular activities to cultivate leadership and agribusiness skills. This system is then supported by regular visits from extension officers.

"Learning to Learn" is a one-year-long in-service teacher training intervention, combining three periods of intense study during term breaks with monthly in-service visits from tutors. Teachers study a subset of a curriculum titled Preparation for Social Action (PSA), implemented by the Center for Research in Education for Development. Teachers are trained to teach in a way that is inspired by the scientific method, emphasizing the use of precise language, posing sharp questions, framing precise hypotheses and using evidence to decide. To make this approach more effective, the teacher is encouraged to use examples from everyday life wherever possible, so that the questions, the hypotheses and the relevant evidence are likely to be concrete. The logic implicit in this approach is: teachers must first experience the learning environment they seek to deliver to the students. The training takes place through demonstrations, where the trainer takes the teachers through multiple instances of the method, applied to specific contexts.
Intervention Start Date
2026-08-01
Intervention End Date
2029-12-31

Primary Outcomes

Primary Outcomes (end points)
Adoption of agricultural technologies in students' households
School attendance by students (including enrollment in school and daily attendance)
Grades in the The Liberia Junior High School Certificate Examination (LJHSCE), including science, mathematics, english, and social studies
Students' cognitive skills, including critical thinking and creative thinking
Students' non-cognitive skills, including teamwork and confidence to collaborate in groups
Households' attempts to conduct experiments in agriculture
Community-level discussions and adaptations of new agricultural technologies
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
We randomize 135 junior high schools into three arms: 45 schools with school-based agricultural extension (SBAE) only, 45 schools with both school-based agricultural extension (SBAE) and "Learning to Learn" (LTL), and 45 control schools that operate business-as-usual.

This design allows us to estimate the effects of adding LTL to SBAE, with the pure effects of SBAE as a benchmark.

We will conduct our baseline teacher survey in July 2026, before teacher training begins in August 2026. SBAE and LTL will then begin in the school year 2026-27. We will conduct our baseline student survey in September 2026.

The interventions will last for two years. We will track endline teacher and student performance in June 2028.

Experimental Design Details
Not available
Randomization Method
Randomization done in office by a computer.
Randomization Unit
School
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
135 schools
Sample size: planned number of observations
5400 students and their households
Sample size (or number of clusters) by treatment arms
45 schools with school-based agricultural extension only, 45 schools with both school-based agricultural extension and "Learning to Learn", and 45 control schools that operate business-as-usual.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
Northwestern University IRB
IRB Approval Date
2019-12-20
IRB Approval Number
STU00211435