Skip to main content
U.S. flag

An official website of the United States government

Official websites use .gov
A .gov website belongs to an official government organization in the United States.

Secure .gov websites use HTTPS
A lock ( ) or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.

Skip to content

Impact Surveys for Smallholder Customers of Agricultural technologies in Kenya and Mozambique as Part of the Feed the Future Initiative

Metadata Updated: April 25, 2021

The Feed the Future Partnering for Innovation (FTF-P4I) initiative is a USAID-funded program that helps commercialize agricultural innovations in smallholder markets by supporting public-private partnerships to meet food security objectives. FTF-P4I requires private sector subawardees to report on proprietary business and sales data rather than collect farmer-level data, and when necessary program staff then use this data in combination with assumptions around product usage to calculate specific indicators such as the number of farmers impacted by program activities or the number of hectares under improved technologies or management practices. FTF-P4I then confirms farmer-level impact with additional field surveys, especially for subawardees with significant potential impact on women or with sales to farmers through third party distributors. These measures guarantee greater data quality of both sales data and assumptions used to calculate indicators, such as the number of farmers applying improved technologies, as well as promote better precision on farmer-level impact and impact on women. The submitted dataset includes the results of seven subawardees located in Kenya (Surehatch, AATF) and Mozambique (BOM, iDE, NCBA CLUSA, EMCL).

Access & Use Information

Public: This dataset is intended for public access and use. License: See this page for license information.


This dataset is a collection of other datasets.

Search datasets within this collection

Downloads & Resources



Metadata Created Date November 10, 2020
Metadata Updated Date April 25, 2021

Metadata Source

Harvested from USAID JSON

Additional Metadata

Resource Type Dataset
Metadata Created Date November 10, 2020
Metadata Updated Date April 25, 2021
Publisher USAID
Data First Published 2019-08-15
Language en
Data Last Modified 2019-02-02
Category Agriculture
Public Access Level public
Bureau Code 184:15
Metadata Context
Metadata Catalog ID
Schema Version
Catalog Describedby
Collection Metadata true
Data Dictionary
Harvest Object Id 92b1e593-b116-4c23-98ec-9d0a781050aa
Harvest Source Id 0aeddf52-9cb0-4ab6-bc1f-b53172fe5348
Harvest Source Title USAID JSON
Homepage URL
Program Code 184:029__184:030__184:031
Related Documents,
Source Datajson Identifier True
Source Hash 37c0065e5b9585f7cfc3a67c444cc80cbc3e069f
Source Schema Version 1.1

Didn't find what you're looking for? Suggest a dataset here.