SlideShare une entreprise Scribd logo
1  sur  5
Télécharger pour lire hors ligne
Agricultural Technology Assessment Tool (Example)
Example 1: Fertilizer trees (faidherbia albida) in Central Malawi
Basic objective: Increase adoption of nitrogen fixing trees for interplanting with crops

Note: This is only an example, not intended to serve as a real evaluation of the potential for
fertilizer tree scale up in Central Malawi.

In assessing the utility and appropriateness of an agricultural technology for farmers and other
actors in the value chain, it is important to consider multiple interlinked factors. These include
the potential for risk exposure, the availability of complementary inputs, and the reliability of
delivery institutions. The decision to introduce or promote a new technology should weigh the
potential pitfalls—such as increased risk to farmers, or environmental degradation—alongside
the magnitude of potential benefits. It is also essential to evaluate the quality of the evidence on
costs and benefits (i.e. the certainty with which pitfalls or positive impacts can be estimated or
predicted). Note that we define technology broadly to include improved agricultural practices,
crop varieties, inputs and associated products such as crop insurance.

This tool is designed for use as a framework for assessing the potential scalability of an
agricultural technology and to facilitate decision-making discussions by NGOs, donors,
governments, technology developers and other stakeholders. The tool is broken into three
sections:

       Section one helps identify the problem that the technology seeks to address and to
       identify alternative solutions.
       Section two offers a rubric for estimating the magnitude and certainty of a technology’s
       benefits to small-holder farmers, their communities, and to other actors in the agricultural
       value chain.
       Section three provides a framework of potential pitfalls to consider. Each type of
       potential pitfall is accompanied by a series of questions intended to stimulate discussion.
       Not all questions are relevant to all settings, and many relevant questions are omitted,
       so those included should be used to start the conversation, not as an exhaustive list.

In using this tool, you should be able to roughly estimate the probability of appropriate
technology adoption and the scalability of the technology, given existing knowledge of potential
benefits and failures. ―Appropriate technology adoption‖ is defined to mean the take-up and use
of a technology in a way that proves utility-enhancing, profitable, and/or welfare-increasing for
farmers and others along the agriculture value chain.




                                                               June 1-2, 2011 USAID – ATAI Evidence Summit
A. Problem Identification
What problem is the technology intended to address? On what evidence is the definition of the
problem based? What are alternative or competing technologies (or non-technological
approaches) for addressing this problem? Where did the idea for the proposed technology come
from? What evidence is there on what has worked/failed in for addressing similar problems?

B. Magnitude & Certainty of Benefits
What is the magnitude of the technology’s benefits for small-holder farmers?
The benefits for each technology will be different—a technology might reduce yield variability,
increase yields, reduce labor costs, etc. There are trade-offs between benefits and costs, but
let’s begin by identifying and listing the types of benefits and their magnitudes. Describe and
discuss, then use the table below to select the overall magnitude of the benefit you expect: Low,
Medium, or High.

How certain is the estimate of magnitude? Is there high quality evidence to support that
prediction?
Consider whether this technology is new or has been adopted elsewhere. If the latter, have
rigorous impact assessments been carried out to measure not only changes in yield/output, but
also changes in household welfare (e.g. nutrition or consumption)? How extensively has the
technology been adopted elsewhere—what is the take-up rate? Who are the main adopters in
these settings? How do these settings differ from the proposed context? Describe and discuss,
then use the table below to select how certain the benefits are: Low, Medium or High.

Example: A fair amount is known about the technology based on field trials conducted by CG
centers and by agricultural research stations. These trials suggest high fertility benefits.
However, these trials tend to ignore inputs, such as labor, and also the variability of benefits
coming from the fertilizer trees. Consequently, the certainty around the true benefits that accrue
to the farmer still require rigorous evidence. The certainty of the magnitude of potential benefits
is probably ―medium‖.

                                           Magnitude of the potential benefits
                                         Low           Medium              High
                          Low
        Certainty
        about the      Medium
        magnitude
                         High



C. Pitfalls of Scaling Up
Below is a listing of potential barriers to the appropriate (i.e. profitable or utility enhancing)
adoption of a new technology. For the technology under consideration, please explain how
appropriate adoption might be affected by each of the barriers listed below. How problematic is
each barrier likely to be in the proposed context (―magnitude‖ of problem)? Is there any
evidence to support this prediction (―certainty‖ of failure)?

                                                              June 1-2, 2011 USAID – ATAI Evidence Summit
For each potential pitfall, describe and discuss how it applies to the setting and technology
under consideration.


1. Does this technology increase the amount of risk that farmers or other actors in the
agricultural value chain face?

In the short run, trees will be vulnerable to many threats, including drought, fire and pests.
While in the long run, the trees may help lower risk by providing a reliable source of nitrogen
for crops even when chemical fertilizer is not available, the returns on investment for the farmer
are quite risky.
2. Does this technology require any other inputs, systems, institutions or supporting
markets?

The main input is labor, and in dry years, the amount of watering needed may be high. If the
farmers are being asked to establish nurseries, they will need materials for seedling
germination and for the physical nursery. The main complementary input that is needed is
training (see #3).

Fertilizer trees rely on a number of supporting institutions and markets. First, agricultural
extension workers will be relied upon for ongoing technical assistance. Past experience
suggests high turnover of these staff that may complicate reliable support from them.

Second, seed supplies have faced shortages in the past. Reliance on existing suppliers will be
inadequate if demand takes off. Local supplies will be developed as part of the scale up effort,
with community-level training for nursery establishment. However, these local supplies are
relatively untested and may be a major vulnerability.
3. Does the use of this technology require any information or training?
Correct planting and care does require training of farmers. Once trees are established, further
technical inputs should not be required. Seed germination requires additional training and
possible ongoing technical assistance.
4.  Are there social or cultural constraints to adoption of this technology, or its
product?

Subsidized chemical fertilizer is distributed annually in the target scale up area. This may lower
willingness to pay for fertilizer substitutes (fertilizer trees). The trees do not affect food or other
agricultural production beyond (hopefully!) impacts on future yields. They are unlikely to face
cultural constraints.




                                                                June 1-2, 2011 USAID – ATAI Evidence Summit
5. Are profits, benefits or yields shared among many people?
The shared benefits of the technology come mainly from the nursery. Community members
who do not assist with the nursery construction and seedling germination may still be able to
access and benefit from the seedlings.

Some of the benefits of the trees benefit to others in the form of less fertilizer run off during the
rains. Benefits from the trees are not particularly gender-biased, though women may benefit
from less weeding once the trees are mature (they drop their leaves at the first rain, forming a
ground cover that suppresses weed growth).
6. Are yields and profits distributed across time?
Benefits do not accrue until ~3 years after planting. This is longer than most agricultural
investments in the area. The costs come in the first year. This is likely to be a major challenge
for scale up.
7. Will geographical constraints or a need for targeting make distribution difficult?
The technology is appropriate for the vast majority of farmers in the target area. Distance to the
nearest nursery may increase the costs for some farmers.

8. Does the purchase or use of this technology have any negative spillover effects?
No, in fact, it has positive spillovers by lowering soil depletion from chemical fertilizers and
lessening dependence on the fertilizer subsidy program.

9. Are local microclimates or agro-ecological zones appropriate for this innovation?
The trees will grow best in damp soils near streams. They will be vulnerable to pests and
drought when they are young. With watering and proper care, they will grow in most soils in the
scale up area.
10.  Does this technology require cooperation among groups of farmers or
households?

The nurseries do require cooperation, and may benefit some more than others. Someone has
to provide land for the nursery construction (unless communal land is available). Some
community members may strategically wait until the seedlings are ready for planting before
joining in. Attempts to prevent free riding might generate some community conflict. On the
other hand, the nursery is unlikely to involve much in the way of cash transactions, so risks
may be lower.




                                                               June 1-2, 2011 USAID – ATAI Evidence Summit
11. Is this technology sustainable?
What is the long term growth opportunity? Does this technology help a dying market or a
declining crop? Is the technology accessible/affordable for farmers? Does the technology
require long term support from the public sector (NGOs, donors, governments)?

The technology may face some sustainability challenges given the limited private sector
opportunities, given that farmers make a one-time investment (purchase seedlings) that
provides little profit margin for suppliers. Development of community nurseries is intended to
address this sustainability concern. The technology is a partial substitute for chemical fertilizer,
so depending on long-run oil prices, demand for fertilizer trees may have a very bright future!




                                                              June 1-2, 2011 USAID – ATAI Evidence Summit

Contenu connexe

Similaire à Assessing Agricultural Tech for Malawi Farmers

Achieving appropriate design by Michael Free
Achieving appropriate design by Michael FreeAchieving appropriate design by Michael Free
Achieving appropriate design by Michael FreeCara Barnes
 
Adoption Of Improved Agricultural Technologies In Developing Countries Liter...
Adoption Of Improved Agricultural Technologies In Developing Countries  Liter...Adoption Of Improved Agricultural Technologies In Developing Countries  Liter...
Adoption Of Improved Agricultural Technologies In Developing Countries Liter...Todd Turner
 
Cultivation Process Facilitator for Selected Five Crops in Dry Zone Sri Lanka
Cultivation Process Facilitator for Selected Five Crops in Dry Zone Sri LankaCultivation Process Facilitator for Selected Five Crops in Dry Zone Sri Lanka
Cultivation Process Facilitator for Selected Five Crops in Dry Zone Sri LankaIRJET Journal
 
Agricultural Extension Systems Coalition White Paper ARIlyas
Agricultural Extension Systems Coalition White Paper ARIlyasAgricultural Extension Systems Coalition White Paper ARIlyas
Agricultural Extension Systems Coalition White Paper ARIlyasAbdul Rahman Ilyas
 
Answer the Below Question. APA format. 300 words.Textbook .docx
Answer the Below Question. APA format. 300 words.Textbook  .docxAnswer the Below Question. APA format. 300 words.Textbook  .docx
Answer the Below Question. APA format. 300 words.Textbook .docxYASHU40
 
SCIBUS 423_Nanotech Industry <-> Global Health Analysis_Vijit Sunder
SCIBUS 423_Nanotech Industry <-> Global Health Analysis_Vijit SunderSCIBUS 423_Nanotech Industry <-> Global Health Analysis_Vijit Sunder
SCIBUS 423_Nanotech Industry <-> Global Health Analysis_Vijit SunderVijit Sunder
 
Presenter StudentInstitution Grantham UniversityDate July.docx
Presenter StudentInstitution Grantham UniversityDate July.docxPresenter StudentInstitution Grantham UniversityDate July.docx
Presenter StudentInstitution Grantham UniversityDate July.docxshpopkinkz
 
Identifying the Potential Adopters of an Agricultural Innovation
Identifying the Potential Adopters of an Agricultural InnovationIdentifying the Potential Adopters of an Agricultural Innovation
Identifying the Potential Adopters of an Agricultural InnovationDave Pannell
 
Agricultural extension systems coalition white paper ar ilyas
Agricultural extension systems coalition white paper ar ilyasAgricultural extension systems coalition white paper ar ilyas
Agricultural extension systems coalition white paper ar ilyasAbdul Rahman Ilyas
 
Climate resilient and environmentally sound agriculture - Module 6
Climate resilient and environmentally sound agriculture - Module 6Climate resilient and environmentally sound agriculture - Module 6
Climate resilient and environmentally sound agriculture - Module 6FAO
 
Overcoming the Constraints to the Adoption of Sustainable Land Management Pra...
Overcoming the Constraints to the Adoption of Sustainable Land Management Pra...Overcoming the Constraints to the Adoption of Sustainable Land Management Pra...
Overcoming the Constraints to the Adoption of Sustainable Land Management Pra...Turlough Guerin GAICD FGIA
 
New Access Models for Healthcare
New Access Models for HealthcareNew Access Models for Healthcare
New Access Models for HealthcareTyrone Grandison
 
Socio economic and institutional imperatives of conservation agriculture ado...
Socio economic  and institutional imperatives of conservation agriculture ado...Socio economic  and institutional imperatives of conservation agriculture ado...
Socio economic and institutional imperatives of conservation agriculture ado...Vine Mutyasira
 
Summary of research activities, Africa RISING West Africa and East and Southe...
Summary of research activities, Africa RISING West Africa and East and Southe...Summary of research activities, Africa RISING West Africa and East and Southe...
Summary of research activities, Africa RISING West Africa and East and Southe...africa-rising
 
How to ensure access of small farmers to technologies they need. e.dano
How to ensure access of small farmers to technologies they need. e.danoHow to ensure access of small farmers to technologies they need. e.dano
How to ensure access of small farmers to technologies they need. e.danoExternalEvents
 

Similaire à Assessing Agricultural Tech for Malawi Farmers (20)

Achieving appropriate design by Michael Free
Achieving appropriate design by Michael FreeAchieving appropriate design by Michael Free
Achieving appropriate design by Michael Free
 
Adoption Of Improved Agricultural Technologies In Developing Countries Liter...
Adoption Of Improved Agricultural Technologies In Developing Countries  Liter...Adoption Of Improved Agricultural Technologies In Developing Countries  Liter...
Adoption Of Improved Agricultural Technologies In Developing Countries Liter...
 
Working group 1(1)
Working group 1(1)Working group 1(1)
Working group 1(1)
 
MaFI Subsidies Discussion Paper
MaFI Subsidies Discussion PaperMaFI Subsidies Discussion Paper
MaFI Subsidies Discussion Paper
 
Cultivation Process Facilitator for Selected Five Crops in Dry Zone Sri Lanka
Cultivation Process Facilitator for Selected Five Crops in Dry Zone Sri LankaCultivation Process Facilitator for Selected Five Crops in Dry Zone Sri Lanka
Cultivation Process Facilitator for Selected Five Crops in Dry Zone Sri Lanka
 
Agricultural Extension Systems Coalition White Paper ARIlyas
Agricultural Extension Systems Coalition White Paper ARIlyasAgricultural Extension Systems Coalition White Paper ARIlyas
Agricultural Extension Systems Coalition White Paper ARIlyas
 
Answer the Below Question. APA format. 300 words.Textbook .docx
Answer the Below Question. APA format. 300 words.Textbook  .docxAnswer the Below Question. APA format. 300 words.Textbook  .docx
Answer the Below Question. APA format. 300 words.Textbook .docx
 
SCIBUS 423_Nanotech Industry <-> Global Health Analysis_Vijit Sunder
SCIBUS 423_Nanotech Industry <-> Global Health Analysis_Vijit SunderSCIBUS 423_Nanotech Industry <-> Global Health Analysis_Vijit Sunder
SCIBUS 423_Nanotech Industry <-> Global Health Analysis_Vijit Sunder
 
Presenter StudentInstitution Grantham UniversityDate July.docx
Presenter StudentInstitution Grantham UniversityDate July.docxPresenter StudentInstitution Grantham UniversityDate July.docx
Presenter StudentInstitution Grantham UniversityDate July.docx
 
Identifying the Potential Adopters of an Agricultural Innovation
Identifying the Potential Adopters of an Agricultural InnovationIdentifying the Potential Adopters of an Agricultural Innovation
Identifying the Potential Adopters of an Agricultural Innovation
 
Agricultural extension systems coalition white paper ar ilyas
Agricultural extension systems coalition white paper ar ilyasAgricultural extension systems coalition white paper ar ilyas
Agricultural extension systems coalition white paper ar ilyas
 
STIA305 08
STIA305 08STIA305 08
STIA305 08
 
STIA305 08
STIA305 08STIA305 08
STIA305 08
 
CAT- 2001
CAT- 2001CAT- 2001
CAT- 2001
 
Climate resilient and environmentally sound agriculture - Module 6
Climate resilient and environmentally sound agriculture - Module 6Climate resilient and environmentally sound agriculture - Module 6
Climate resilient and environmentally sound agriculture - Module 6
 
Overcoming the Constraints to the Adoption of Sustainable Land Management Pra...
Overcoming the Constraints to the Adoption of Sustainable Land Management Pra...Overcoming the Constraints to the Adoption of Sustainable Land Management Pra...
Overcoming the Constraints to the Adoption of Sustainable Land Management Pra...
 
New Access Models for Healthcare
New Access Models for HealthcareNew Access Models for Healthcare
New Access Models for Healthcare
 
Socio economic and institutional imperatives of conservation agriculture ado...
Socio economic  and institutional imperatives of conservation agriculture ado...Socio economic  and institutional imperatives of conservation agriculture ado...
Socio economic and institutional imperatives of conservation agriculture ado...
 
Summary of research activities, Africa RISING West Africa and East and Southe...
Summary of research activities, Africa RISING West Africa and East and Southe...Summary of research activities, Africa RISING West Africa and East and Southe...
Summary of research activities, Africa RISING West Africa and East and Southe...
 
How to ensure access of small farmers to technologies they need. e.dano
How to ensure access of small farmers to technologies they need. e.danoHow to ensure access of small farmers to technologies they need. e.dano
How to ensure access of small farmers to technologies they need. e.dano
 

Plus de Microlinks USAID

Working group 2 ag tech tool(2)
Working group 2 ag tech tool(2)Working group 2 ag tech tool(2)
Working group 2 ag tech tool(2)Microlinks USAID
 
Working group 3 how should usaid integrate technology into the feed the-futur...
Working group 3 how should usaid integrate technology into the feed the-futur...Working group 3 how should usaid integrate technology into the feed the-futur...
Working group 3 how should usaid integrate technology into the feed the-futur...Microlinks USAID
 
Agricultural Technology Adoption and Food Security in Africa Evidence Summit ...
Agricultural Technology Adoption and Food Security in Africa Evidence Summit ...Agricultural Technology Adoption and Food Security in Africa Evidence Summit ...
Agricultural Technology Adoption and Food Security in Africa Evidence Summit ...Microlinks USAID
 
Caregiver policy storybook
Caregiver policy storybookCaregiver policy storybook
Caregiver policy storybookMicrolinks USAID
 

Plus de Microlinks USAID (6)

Kdmd History - 2012
Kdmd History - 2012Kdmd History - 2012
Kdmd History - 2012
 
Working group 2 ag tech tool(2)
Working group 2 ag tech tool(2)Working group 2 ag tech tool(2)
Working group 2 ag tech tool(2)
 
Working group 3 how should usaid integrate technology into the feed the-futur...
Working group 3 how should usaid integrate technology into the feed the-futur...Working group 3 how should usaid integrate technology into the feed the-futur...
Working group 3 how should usaid integrate technology into the feed the-futur...
 
USAID ATAI Agenda
USAID ATAI AgendaUSAID ATAI Agenda
USAID ATAI Agenda
 
Agricultural Technology Adoption and Food Security in Africa Evidence Summit ...
Agricultural Technology Adoption and Food Security in Africa Evidence Summit ...Agricultural Technology Adoption and Food Security in Africa Evidence Summit ...
Agricultural Technology Adoption and Food Security in Africa Evidence Summit ...
 
Caregiver policy storybook
Caregiver policy storybookCaregiver policy storybook
Caregiver policy storybook
 

Dernier

Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesZilliz
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfSeasiaInfotech2
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 

Dernier (20)

Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector Databases
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdf
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 

Assessing Agricultural Tech for Malawi Farmers

  • 1. Agricultural Technology Assessment Tool (Example) Example 1: Fertilizer trees (faidherbia albida) in Central Malawi Basic objective: Increase adoption of nitrogen fixing trees for interplanting with crops Note: This is only an example, not intended to serve as a real evaluation of the potential for fertilizer tree scale up in Central Malawi. In assessing the utility and appropriateness of an agricultural technology for farmers and other actors in the value chain, it is important to consider multiple interlinked factors. These include the potential for risk exposure, the availability of complementary inputs, and the reliability of delivery institutions. The decision to introduce or promote a new technology should weigh the potential pitfalls—such as increased risk to farmers, or environmental degradation—alongside the magnitude of potential benefits. It is also essential to evaluate the quality of the evidence on costs and benefits (i.e. the certainty with which pitfalls or positive impacts can be estimated or predicted). Note that we define technology broadly to include improved agricultural practices, crop varieties, inputs and associated products such as crop insurance. This tool is designed for use as a framework for assessing the potential scalability of an agricultural technology and to facilitate decision-making discussions by NGOs, donors, governments, technology developers and other stakeholders. The tool is broken into three sections: Section one helps identify the problem that the technology seeks to address and to identify alternative solutions. Section two offers a rubric for estimating the magnitude and certainty of a technology’s benefits to small-holder farmers, their communities, and to other actors in the agricultural value chain. Section three provides a framework of potential pitfalls to consider. Each type of potential pitfall is accompanied by a series of questions intended to stimulate discussion. Not all questions are relevant to all settings, and many relevant questions are omitted, so those included should be used to start the conversation, not as an exhaustive list. In using this tool, you should be able to roughly estimate the probability of appropriate technology adoption and the scalability of the technology, given existing knowledge of potential benefits and failures. ―Appropriate technology adoption‖ is defined to mean the take-up and use of a technology in a way that proves utility-enhancing, profitable, and/or welfare-increasing for farmers and others along the agriculture value chain. June 1-2, 2011 USAID – ATAI Evidence Summit
  • 2. A. Problem Identification What problem is the technology intended to address? On what evidence is the definition of the problem based? What are alternative or competing technologies (or non-technological approaches) for addressing this problem? Where did the idea for the proposed technology come from? What evidence is there on what has worked/failed in for addressing similar problems? B. Magnitude & Certainty of Benefits What is the magnitude of the technology’s benefits for small-holder farmers? The benefits for each technology will be different—a technology might reduce yield variability, increase yields, reduce labor costs, etc. There are trade-offs between benefits and costs, but let’s begin by identifying and listing the types of benefits and their magnitudes. Describe and discuss, then use the table below to select the overall magnitude of the benefit you expect: Low, Medium, or High. How certain is the estimate of magnitude? Is there high quality evidence to support that prediction? Consider whether this technology is new or has been adopted elsewhere. If the latter, have rigorous impact assessments been carried out to measure not only changes in yield/output, but also changes in household welfare (e.g. nutrition or consumption)? How extensively has the technology been adopted elsewhere—what is the take-up rate? Who are the main adopters in these settings? How do these settings differ from the proposed context? Describe and discuss, then use the table below to select how certain the benefits are: Low, Medium or High. Example: A fair amount is known about the technology based on field trials conducted by CG centers and by agricultural research stations. These trials suggest high fertility benefits. However, these trials tend to ignore inputs, such as labor, and also the variability of benefits coming from the fertilizer trees. Consequently, the certainty around the true benefits that accrue to the farmer still require rigorous evidence. The certainty of the magnitude of potential benefits is probably ―medium‖. Magnitude of the potential benefits Low Medium High Low Certainty about the Medium magnitude High C. Pitfalls of Scaling Up Below is a listing of potential barriers to the appropriate (i.e. profitable or utility enhancing) adoption of a new technology. For the technology under consideration, please explain how appropriate adoption might be affected by each of the barriers listed below. How problematic is each barrier likely to be in the proposed context (―magnitude‖ of problem)? Is there any evidence to support this prediction (―certainty‖ of failure)? June 1-2, 2011 USAID – ATAI Evidence Summit
  • 3. For each potential pitfall, describe and discuss how it applies to the setting and technology under consideration. 1. Does this technology increase the amount of risk that farmers or other actors in the agricultural value chain face? In the short run, trees will be vulnerable to many threats, including drought, fire and pests. While in the long run, the trees may help lower risk by providing a reliable source of nitrogen for crops even when chemical fertilizer is not available, the returns on investment for the farmer are quite risky. 2. Does this technology require any other inputs, systems, institutions or supporting markets? The main input is labor, and in dry years, the amount of watering needed may be high. If the farmers are being asked to establish nurseries, they will need materials for seedling germination and for the physical nursery. The main complementary input that is needed is training (see #3). Fertilizer trees rely on a number of supporting institutions and markets. First, agricultural extension workers will be relied upon for ongoing technical assistance. Past experience suggests high turnover of these staff that may complicate reliable support from them. Second, seed supplies have faced shortages in the past. Reliance on existing suppliers will be inadequate if demand takes off. Local supplies will be developed as part of the scale up effort, with community-level training for nursery establishment. However, these local supplies are relatively untested and may be a major vulnerability. 3. Does the use of this technology require any information or training? Correct planting and care does require training of farmers. Once trees are established, further technical inputs should not be required. Seed germination requires additional training and possible ongoing technical assistance. 4. Are there social or cultural constraints to adoption of this technology, or its product? Subsidized chemical fertilizer is distributed annually in the target scale up area. This may lower willingness to pay for fertilizer substitutes (fertilizer trees). The trees do not affect food or other agricultural production beyond (hopefully!) impacts on future yields. They are unlikely to face cultural constraints. June 1-2, 2011 USAID – ATAI Evidence Summit
  • 4. 5. Are profits, benefits or yields shared among many people? The shared benefits of the technology come mainly from the nursery. Community members who do not assist with the nursery construction and seedling germination may still be able to access and benefit from the seedlings. Some of the benefits of the trees benefit to others in the form of less fertilizer run off during the rains. Benefits from the trees are not particularly gender-biased, though women may benefit from less weeding once the trees are mature (they drop their leaves at the first rain, forming a ground cover that suppresses weed growth). 6. Are yields and profits distributed across time? Benefits do not accrue until ~3 years after planting. This is longer than most agricultural investments in the area. The costs come in the first year. This is likely to be a major challenge for scale up. 7. Will geographical constraints or a need for targeting make distribution difficult? The technology is appropriate for the vast majority of farmers in the target area. Distance to the nearest nursery may increase the costs for some farmers. 8. Does the purchase or use of this technology have any negative spillover effects? No, in fact, it has positive spillovers by lowering soil depletion from chemical fertilizers and lessening dependence on the fertilizer subsidy program. 9. Are local microclimates or agro-ecological zones appropriate for this innovation? The trees will grow best in damp soils near streams. They will be vulnerable to pests and drought when they are young. With watering and proper care, they will grow in most soils in the scale up area. 10. Does this technology require cooperation among groups of farmers or households? The nurseries do require cooperation, and may benefit some more than others. Someone has to provide land for the nursery construction (unless communal land is available). Some community members may strategically wait until the seedlings are ready for planting before joining in. Attempts to prevent free riding might generate some community conflict. On the other hand, the nursery is unlikely to involve much in the way of cash transactions, so risks may be lower. June 1-2, 2011 USAID – ATAI Evidence Summit
  • 5. 11. Is this technology sustainable? What is the long term growth opportunity? Does this technology help a dying market or a declining crop? Is the technology accessible/affordable for farmers? Does the technology require long term support from the public sector (NGOs, donors, governments)? The technology may face some sustainability challenges given the limited private sector opportunities, given that farmers make a one-time investment (purchase seedlings) that provides little profit margin for suppliers. Development of community nurseries is intended to address this sustainability concern. The technology is a partial substitute for chemical fertilizer, so depending on long-run oil prices, demand for fertilizer trees may have a very bright future! June 1-2, 2011 USAID – ATAI Evidence Summit