Sorghum as Insurance against Drought: Demand for Bird-Resistant Sorghum and Its Effects on Household Outcomes among Zambian Farmers

Last registered on September 21, 2026

Pre-Trial

Trial Information

General Information

Title
Sorghum as Insurance against Drought: Demand for Bird-Resistant Sorghum and Its Effects on Household Outcomes among Zambian Farmers
RCT ID
AEARCTR-0019559
Initial registration date
September 08, 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
September 21, 2026, 7:57 AM EDT

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

Locations

Primary Investigator

Affiliation
Kyoto University

Other Primary Investigator(s)

PI Affiliation
Tottori University
PI Affiliation
Tohoku University of Community Service and Science
PI Affiliation
University of Zambia

Additional Trial Information

Status
In development
Start date
2026-09-10
End date
2026-10-31
Secondary IDs
Prior work
This trial is based on or builds upon one or more prior RCTs.
Abstract
This study examines whether the free distribution of seeds generates sustained demand for sorghum and the extent to which sorghum serves as insurance against drought by investigating the consequences of its adoption on subsequent household behavior. To this end, we elicit farmers’ willingness to pay (WTP) for sorghum seeds through experimental auctions among farmers who received either red or white sorghum seeds in 2022 as part of a randomized controlled trial in rural Zambia. While both varieties are open-pollinated, yield losses from bird damage are minimal for red varieties because of their bitter tannins in the seed coat. Using the elicited WTP, we estimate the causal impact of exposure to and experience with free sorghum seeds on farmers’ subsequent demand for sorghum seeds. We also examine differences in WTP between red and white sorghum seeds, providing insights into farmers’ preferences and the potential development of a sorghum seed value chain. Finally, we exploit randomized purchase prices to examine the effect of sorghum adoption on subsequent household production and consumption behavior.
External Link(s)

Registration Citation

Citation
Hamkwala, Priscilla et al. 2026. "Sorghum as Insurance against Drought: Demand for Bird-Resistant Sorghum and Its Effects on Household Outcomes among Zambian Farmers." AEA RCT Registry. September 21. https://doi.org/10.1257/rct.19559-1.0
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Experimental Details

Interventions

Intervention(s)
In the BDM auction to elicit willingness to pay for 3kg of sorghum seeds, we randomize purchase prices at 0, 20, 40, 60, or 80 ZMW across households. Given this randomization, we compare outcomes between households that adopt sorghum and those that do not, even when they have the same WTP.
Intervention Start Date
2026-09-10
Intervention End Date
2026-10-31

Primary Outcomes

Primary Outcomes (end points)
Primary outcome variables are willingness to pay elicited through the BDM auctions for seed type k (k=red, white).

Primary outcome variables on the production side are: 1. land size cultivated; 2. cultivation methods; 3. expenditure on seeds; 4. family and hired labor supply to each farm activity (e.g., land preparation, planting, weeding, bird scaring, and harvesting); 5. quantity of chemical fertilizer applied; 6. maize and sorghum yield; 7. participation in farmers’ input subsidy program; 8. agricultural profit; 9. profit from non-farm self-employment activities; and 10. earnings from piecework. Primary outcome variables on the consumption side are: 1. food consumption; 2. non-food consumption; 3. dietary diversity; and 4. time use (e.g., schooling).
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
Our target is the 846 households that received either red or white sorghum seeds in September 2022 as part of a randomized controlled trial in five wards in Sinazongwe District, Southern Province, Zambia.
During the survey period from September-October 2026, we will visit each target household twice. During the first visit, we will conduct three activities: 1) a short household survey, 2) practice rounds using a bar of regular soap to familiarize respondents with the BDM mechanism, and 3) the BDM auction for 3kg of sorghum seeds for production purposes. Specifically, we will measure WTP for ZSV36R (red variety) and ZSV17 (white variety) for each respondent, although only one variety will ultimately be auctioned. The market price of both ZSV36R and ZSV17 is 372 ZMW per 10 kg. For the BDM auction, the randomly drawn purchase price will be 0, 20, 40, 60, or 80 ZMW per 3kg, with each price having a 20% chance of being drawn. Approximately one week after the first visit, we will meet the target households again at a designated public location to finalize the BDM transactions, including the exchange of money and seeds for households whose bids result in a purchase. In July-August 2027, we will follow up with the surveyed households to ask about agricultural practices during the 2026/27 rainy season and other economic activities.
Experimental Design Details
Not available
Randomization Method
Randomization done in office by a computer
Randomization Unit
Agricultural households
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
846 households
Sample size: planned number of observations
846 households
Sample size (or number of clusters) by treatment arms
0 ZMW assigned to 170 households, 20 ZMW assigned to 169 households, 40 ZMW assigned to 169 households, 60 ZMW assigned to 169 households, and 80 ZMW assigned to 169 households. This is a theoretical allocation, and the final sample size by treatment arm depends on the resulting attrition rate.
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
Kyoto University Division of Natural Resource Economics IRB
IRB Approval Date
2026-09-07
IRB Approval Number
202610
Analysis Plan

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