Gendered Misallocation of Agrarian Labor

Last registered on August 22, 2025

Pre-Trial

Trial Information

General Information

Title
Gendered Misallocation of Agrarian Labor
RCT ID
AEARCTR-0014981
Initial registration date
December 06, 2024

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
December 10, 2024, 11:28 AM EST

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

Last updated
August 22, 2025, 3:57 PM EDT

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

Locations

Region

Primary Investigator

Affiliation

Other Primary Investigator(s)

PI Affiliation
Harvard T.H. Chan School of Public Health

Additional Trial Information

Status
On going
Start date
2024-12-02
End date
2025-09-30
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
The gap in agricultural output between men and women has long been documented in Malawi, with the difference in productivity estimated to be 28%. Standard explanations for this productivity gap point towards disparate quality and quantity of capital farm inputs. We test a novel explanation for disparities in agricultural between men and women in Malawi: child-bearing as a unique shock to household labor supply that inhibit women from efficiently utilizing their land and maximizing potential yields. Pregnancy and child-rearing are negative shocks to women’s available labor, since women’s time and productivity is compromised by physiological changes and child-rearing responsibilities. In frictionless land, labor, and credit markets, women should be able to make productive use of their land when their own labor supply is inhibited. We test if labor and credit market frictions prevent pregnant and postpartum women from optimally using their land. We partner with an organization that provides loans for capital farm inputs to implement a randomized controlled trial with female farmers who are pregnant or have a child under the age of one year old. We randomly select women for whom we subsidize the cost and search frictions for hiring five days of agricultural labor during the farming season. We test the impact of resolving labor and credit market frictions on agricultural and health outcomes.
External Link(s)

Registration Citation

Citation
Fleischman, Gabriella and Nicholas Rahim. 2025. "Gendered Misallocation of Agrarian Labor." AEA RCT Registry. August 22. https://doi.org/10.1257/rct.14981-2.0
Experimental Details

Interventions

Intervention(s)
Intervention (Hidden)
We partnered with an organization who provides loans for capital inputs to beneficiary farmers to test a pilot for a new service. The new services was for the partner organization to hire casual laborers to provide five days of farm labor to eligible women. First, before the planting season, our organization conducted an eligibility survey with their farmer beneficiaries to determine eligibility. Women were considered eligible if they were currently pregnant or had a child under 1 year old. Forty-five eligible women were randomly selected from each "site", a geographic area relevant for agricultural programs and implementation (larger than a village but smaller than larger administrative units). Then, sites were randomized to treatment or control. Women in treatment sites were given five coupons that they could redeem for a day of agricultural work. The agricultural workers who provided this labor were hired ahead of time by the partner organization to provide this input.

Randomization was conducted in November 2024, and implementation of the "Planting Partners" program began in December 2024. We will conduct a survey to measure impacts of the intervention in March-April of 2025.
Intervention Start Date
2024-12-02
Intervention End Date
2025-03-31

Primary Outcomes

Primary Outcomes (end points)
Harvest Yields; Land Use; Time Use
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
Sample: Partners' beneficiary farmers who are pregnant or have a child under 1 year old at the time of recruitment

Treatment (~600 women): Receipt of five coupons, each that can be redeemed for a day of agricultural labor. The person providing the labor is hired ahead of time and paid for by the partner organization. Thus, this treatment resolves budget constraints, liquidity issues, and search costs.

Control (~600 women): No treatment

Treatment is randomized at the "section" level, a geographic unit that is relevant for the distribution of agricultural services.
Experimental Design Details
Randomization Method
Randomization done in office by a computer
Randomization Unit
"Section" (geographic unit relevant for agricultural service provision)
Was the treatment clustered?
Yes

Experiment Characteristics

Sample size: planned number of clusters
74
Sample size: planned number of observations
1200
Sample size (or number of clusters) by treatment arms
Treatment: 37 clusters, 600 individuals
Control: 37 clusters, 600 individuals
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
Harvard University-Area Committee on the Use of Human Subjects
IRB Approval Date
2024-11-27
IRB Approval Number
IRB24-1234
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