SlideShare une entreprise Scribd logo
1  sur  24
digitalGREEN
Agricultural Systems?
Low literacy
in local
lang
No bank account
Expensiv
e credit
No unique ID
Poor roads
Credit card
Computing device and connectivity not enough!
farmer expert
Quantity
buyersPoor quality
control
Market
33
Agriculture Extension
“Training & Visit” extension popularized by the World Bank in 1970s
– Face-to-face interactions of extension officers and farmers
Extension officer “commuting” between farms
IT & Indian Agriculture
• Kiosks with Internet access
for farmers
• aAqua
– Pull-based Question and Answer
Krithi Ramamritham, IIT Mumbai
• eSagu
– Push-based Expert Review of Digital Photos
Krishna Reddy, IIIT Hyderabad
5
??
Main source of information about new technology and
farm practices over the past 365 days (India: NSSO 2005)
Agricultural Social Networks
5
6
Six months in field trying various combinations
Over 200 days of surveys, ethnographic investigation, and iterative design
Background of actors in video, Types of content,
Location and timing of screening, Method of dissemination,
Degree of mediation, Background of mediator, etc.
Background of actors in video, Types of content,
Location and timing of screening, Method of dissemination,
Degree of mediation, Background of mediator, etc. 6
Early ExperimentationParameters Varied
Early Experimentation
7
21 villages in Karnataka:
– Language: Kannada
– Crops: Ragi, banana, mulberry, coconut
– Population: 50-80 households
– Irrigation: 10-20 households with access
– Television: 15-20 households
Metrics:
– Knowledge: Before-and-after
– Attendance: Farmers at each screening
– Interest: Intent to take-up a practice
– Adoption: Number of households taking up
each new farming practice or technology
7
Experimental Set-Up
Preliminary Evaluation
ExpertExpert
Extension
Officer
Extension
Officer
Farming
Community
Farming
Community
Farming
Community
Farming
Community
Farming
Community
Farming
Community
Research AssistantResearch Assistant
Local MediatorLocal Mediator Local MediatorLocal Mediator Local MediatorLocal Mediator
Poster Green(3)
Same as Digital Green with local
mediator, but no TV/DVD
Mediator makes posters and holds
regular group sessions
Classical GREEN (8)
Same as usual
Digital Green (9)
3 sessions per week
Cost:
Rs. 9,500 ($240) for TV/DVD
per village
PC / camera costs shared
Extension officer shared
Mediator salary
Accountability:
Daily metrics and feedback
Official extension staff
15-month
study
Audio Green (1)
Same as Poster Green with
MP3 audio tracks from videos
8
7 times more adoptions over classical extension
8
15 months:
13 villages, 3 nights a week, 1,000 regulars
Sustained local presence
Mediation
Repetition (and novelty)
Integration into existing extension
operations
Social homophily between mediator,
actor, and farmer
Desire to be “on TV”
Trust built from identities of farmers
and villages in videos
Digital Green: Early Results
9
System Cost (USD)
/Village/Year
Adoption (%)
/Village/Year
Cost/Adoption
(USD)
Classical GREEN $840 11% $38.18
Digital Green $630 85% $3.70
Poster Green $490 59% $4.15
Cost-Benefit
9
Note: Decreasing amortized cost of hardware with time and scale
Digital Green is at least 10 times more effective
per dollar spent than classical extension!
10
Participatory Content Production
10
Digital Green System
Introduction to innovations
– Standard extension
procedure
Rough “storyboarding”
– Repetitive pattern; easy to
learn
– Minimize post-production
Local farmers on their own fields
– Reduce perception of
“teachers”
– Promote “local stars”
FarmersFarmers
Knowledge
Partners
Knowledge
Partners
Partners
1313
Digital Green System
Video Database
Online video database
(http://www.digitalgreen.org)
>2500 videos of 8-10 minutes each
Quality-control, minor video editing,
Indexed by type, topic, locale,
season, crop, etc.
Distributed via memory card
1414
Digital Green System
Mediated Instruction
Local mediator
– Performance-based honorarium
Human engagement
– Field questions, capture feedback,
encourage participation
– Balance genders
On-demand screenings
– Choice time and place
– Not “stand-alone” kiosk
Support and monitoring
– Daily metrics and feedback
– Official extension staff
1515
Digital Green System
Structured Sequencing
Group Participation
Practices
with
longer-
term
visible
rewards
Practices
with short-
term
visible
rewards
Community
Assessment
Community
Assessment
Audience
Awareness
Season
Location
Time
COCO | Connect Online, Connect Offline
Digital Green System
www.digitalgreen.org/tech
Analytics
Digital Green System
analytics.digitalgreen.org
@ digitalGREEN
20
21
WHERE WE WORK
DG Offices DG ResearchDG Partners
OUR ASSOCIATES
Thanks!
www.digitalgreen.org
team@digitalgreen.org

Contenu connexe

Similaire à DigitalGREEN Agricultural Systems Low Literacy

Digital Green Overview
Digital Green OverviewDigital Green Overview
Digital Green OverviewDigital Green
 
Social Networks for Agricultural Development
Social Networks for Agricultural DevelopmentSocial Networks for Agricultural Development
Social Networks for Agricultural DevelopmentCIMMYT
 
Digital Green Overview
Digital Green OverviewDigital Green Overview
Digital Green OverviewDigital Green
 
Transforming lives of rural communities around the world by using digital pla...
Transforming lives of rural communities around the world by using digital pla...Transforming lives of rural communities around the world by using digital pla...
Transforming lives of rural communities around the world by using digital pla...STARS Forum
 
ICT for development - Digital Green
ICT for development - Digital GreenICT for development - Digital Green
ICT for development - Digital GreenAshutosh Singh
 
Framing Your Competition in a Digital World
Framing Your Competition in a Digital WorldFraming Your Competition in a Digital World
Framing Your Competition in a Digital WorldJason Voiovich
 
SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...
SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...
SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...BigData_Europe
 
Internetdagar: DigComp 2.2 update
Internetdagar: DigComp 2.2 updateInternetdagar: DigComp 2.2 update
Internetdagar: DigComp 2.2 updateRiina Vuorikari
 
Lighting Talks: Farmer Co-Design of climate change solutions presentations
Lighting Talks: Farmer Co-Design of climate change solutions presentationsLighting Talks: Farmer Co-Design of climate change solutions presentations
Lighting Talks: Farmer Co-Design of climate change solutions presentationsSadie W Shelton
 
Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...
Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...
Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...Cartegraph
 
Digital Learning Presentation
Digital Learning PresentationDigital Learning Presentation
Digital Learning PresentationDigital Unite
 
Digital Green: Democratizing Best Practices by Digitizing
Digital Green: Democratizing Best Practices by DigitizingDigital Green: Democratizing Best Practices by Digitizing
Digital Green: Democratizing Best Practices by DigitizingET Cases
 
Using ICT to help resolve solid waste management challenges in cities - The ...
Using ICT to help resolve solid waste management challenges in cities  - The ...Using ICT to help resolve solid waste management challenges in cities  - The ...
Using ICT to help resolve solid waste management challenges in cities - The ...Jean Barroca
 
ICRISAT Global Planning Meeting 2019: Digital Agriculture and Youth by Ram Dh...
ICRISAT Global Planning Meeting 2019: Digital Agriculture and Youth by Ram Dh...ICRISAT Global Planning Meeting 2019: Digital Agriculture and Youth by Ram Dh...
ICRISAT Global Planning Meeting 2019: Digital Agriculture and Youth by Ram Dh...ICRISAT
 
Value of Collaboration Technologies in the "Flat World"
Value of Collaboration Technologies in the "Flat World"Value of Collaboration Technologies in the "Flat World"
Value of Collaboration Technologies in the "Flat World"Value Amplify Consulting
 
Green NDLW Power Point Template Wimba Friday
Green NDLW Power Point Template Wimba FridayGreen NDLW Power Point Template Wimba Friday
Green NDLW Power Point Template Wimba Fridayvideoreg
 

Similaire à DigitalGREEN Agricultural Systems Low Literacy (20)

Digital Green Overview
Digital Green OverviewDigital Green Overview
Digital Green Overview
 
Social Networks for Agricultural Development
Social Networks for Agricultural DevelopmentSocial Networks for Agricultural Development
Social Networks for Agricultural Development
 
Digital Green Overview
Digital Green OverviewDigital Green Overview
Digital Green Overview
 
Digital Green
Digital GreenDigital Green
Digital Green
 
Transforming lives of rural communities around the world by using digital pla...
Transforming lives of rural communities around the world by using digital pla...Transforming lives of rural communities around the world by using digital pla...
Transforming lives of rural communities around the world by using digital pla...
 
ICT for development - Digital Green
ICT for development - Digital GreenICT for development - Digital Green
ICT for development - Digital Green
 
Presentation 20140228
Presentation 20140228Presentation 20140228
Presentation 20140228
 
Framing Your Competition in a Digital World
Framing Your Competition in a Digital WorldFraming Your Competition in a Digital World
Framing Your Competition in a Digital World
 
SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...
SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...
SC6 Workshop 1: Big Data Europe platform requirements and draft architecture:...
 
Rikin gandhi
Rikin gandhiRikin gandhi
Rikin gandhi
 
Internetdagar: DigComp 2.2 update
Internetdagar: DigComp 2.2 updateInternetdagar: DigComp 2.2 update
Internetdagar: DigComp 2.2 update
 
Lighting Talks: Farmer Co-Design of climate change solutions presentations
Lighting Talks: Farmer Co-Design of climate change solutions presentationsLighting Talks: Farmer Co-Design of climate change solutions presentations
Lighting Talks: Farmer Co-Design of climate change solutions presentations
 
Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...
Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...
Smarter Water and Smarter Sustainable Dubuque | 2013 Loras College Business A...
 
Digital Learning Presentation
Digital Learning PresentationDigital Learning Presentation
Digital Learning Presentation
 
APR Workshop 2010-M&E-Maria Donnat
APR Workshop 2010-M&E-Maria DonnatAPR Workshop 2010-M&E-Maria Donnat
APR Workshop 2010-M&E-Maria Donnat
 
Digital Green: Democratizing Best Practices by Digitizing
Digital Green: Democratizing Best Practices by DigitizingDigital Green: Democratizing Best Practices by Digitizing
Digital Green: Democratizing Best Practices by Digitizing
 
Using ICT to help resolve solid waste management challenges in cities - The ...
Using ICT to help resolve solid waste management challenges in cities  - The ...Using ICT to help resolve solid waste management challenges in cities  - The ...
Using ICT to help resolve solid waste management challenges in cities - The ...
 
ICRISAT Global Planning Meeting 2019: Digital Agriculture and Youth by Ram Dh...
ICRISAT Global Planning Meeting 2019: Digital Agriculture and Youth by Ram Dh...ICRISAT Global Planning Meeting 2019: Digital Agriculture and Youth by Ram Dh...
ICRISAT Global Planning Meeting 2019: Digital Agriculture and Youth by Ram Dh...
 
Value of Collaboration Technologies in the "Flat World"
Value of Collaboration Technologies in the "Flat World"Value of Collaboration Technologies in the "Flat World"
Value of Collaboration Technologies in the "Flat World"
 
Green NDLW Power Point Template Wimba Friday
Green NDLW Power Point Template Wimba FridayGreen NDLW Power Point Template Wimba Friday
Green NDLW Power Point Template Wimba Friday
 

Plus de swadhinbarik

Preview text (dbi partners meet 2012)
Preview text (dbi partners meet 2012)Preview text (dbi partners meet 2012)
Preview text (dbi partners meet 2012)swadhinbarik
 
Preview text (dbi partners meet 2013)
Preview text (dbi partners meet 2013)Preview text (dbi partners meet 2013)
Preview text (dbi partners meet 2013)swadhinbarik
 
Preview text (dbi partners meet 2011)
Preview text (dbi partners meet 2011)Preview text (dbi partners meet 2011)
Preview text (dbi partners meet 2011)swadhinbarik
 
Preview text (sri partners meet 2013)
Preview text (sri partners meet 2013)Preview text (sri partners meet 2013)
Preview text (sri partners meet 2013)swadhinbarik
 
Preview text (sri partners meet 2013)
Preview text (sri partners meet 2013)Preview text (sri partners meet 2013)
Preview text (sri partners meet 2013)swadhinbarik
 
Nabapallav,nuapada
Nabapallav,nuapadaNabapallav,nuapada
Nabapallav,nuapadaswadhinbarik
 
Madhyam foundation nayagarh
Madhyam foundation nayagarhMadhyam foundation nayagarh
Madhyam foundation nayagarhswadhinbarik
 
Livolink foundaion
Livolink foundaionLivolink foundaion
Livolink foundaionswadhinbarik
 
Jamgoria sevabrata purulia
Jamgoria sevabrata puruliaJamgoria sevabrata purulia
Jamgoria sevabrata puruliaswadhinbarik
 
Harsha trust bhubaneswar
Harsha trust bhubaneswarHarsha trust bhubaneswar
Harsha trust bhubaneswarswadhinbarik
 
Grameen sahara assam
Grameen sahara assamGrameen sahara assam
Grameen sahara assamswadhinbarik
 

Plus de swadhinbarik (20)

Preview text (dbi partners meet 2012)
Preview text (dbi partners meet 2012)Preview text (dbi partners meet 2012)
Preview text (dbi partners meet 2012)
 
Preview text (dbi partners meet 2013)
Preview text (dbi partners meet 2013)Preview text (dbi partners meet 2013)
Preview text (dbi partners meet 2013)
 
Preview text (dbi partners meet 2011)
Preview text (dbi partners meet 2011)Preview text (dbi partners meet 2011)
Preview text (dbi partners meet 2011)
 
Preview text (sri partners meet 2013)
Preview text (sri partners meet 2013)Preview text (sri partners meet 2013)
Preview text (sri partners meet 2013)
 
Preview text (sri partners meet 2013)
Preview text (sri partners meet 2013)Preview text (sri partners meet 2013)
Preview text (sri partners meet 2013)
 
Water quality
Water qualityWater quality
Water quality
 
Water quality
Water qualityWater quality
Water quality
 
Swati, kandhamal
Swati, kandhamalSwati, kandhamal
Swati, kandhamal
 
Rids, anantapur
Rids, anantapurRids, anantapur
Rids, anantapur
 
Rcdc balangir
Rcdc balangirRcdc balangir
Rcdc balangir
 
Pragati koraput
Pragati koraputPragati koraput
Pragati koraput
 
Nabapallav,nuapada
Nabapallav,nuapadaNabapallav,nuapada
Nabapallav,nuapada
 
Madhyam foundation nayagarh
Madhyam foundation nayagarhMadhyam foundation nayagarh
Madhyam foundation nayagarh
 
Lss nalanda
Lss nalandaLss nalanda
Lss nalanda
 
Livolink foundaion
Livolink foundaionLivolink foundaion
Livolink foundaion
 
Jamgoria sevabrata purulia
Jamgoria sevabrata puruliaJamgoria sevabrata purulia
Jamgoria sevabrata purulia
 
Karmi kalahandi
Karmi kalahandiKarmi kalahandi
Karmi kalahandi
 
Gvm nalbari
Gvm nalbariGvm nalbari
Gvm nalbari
 
Harsha trust bhubaneswar
Harsha trust bhubaneswarHarsha trust bhubaneswar
Harsha trust bhubaneswar
 
Grameen sahara assam
Grameen sahara assamGrameen sahara assam
Grameen sahara assam
 

Dernier

A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilV3cube
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 

Dernier (20)

A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of Brazil
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 

DigitalGREEN Agricultural Systems Low Literacy

  • 2. Agricultural Systems? Low literacy in local lang No bank account Expensiv e credit No unique ID Poor roads Credit card Computing device and connectivity not enough! farmer expert Quantity buyersPoor quality control Market
  • 3. 33 Agriculture Extension “Training & Visit” extension popularized by the World Bank in 1970s – Face-to-face interactions of extension officers and farmers Extension officer “commuting” between farms
  • 4. IT & Indian Agriculture • Kiosks with Internet access for farmers • aAqua – Pull-based Question and Answer Krithi Ramamritham, IIT Mumbai • eSagu – Push-based Expert Review of Digital Photos Krishna Reddy, IIIT Hyderabad
  • 5. 5 ?? Main source of information about new technology and farm practices over the past 365 days (India: NSSO 2005) Agricultural Social Networks 5
  • 6. 6 Six months in field trying various combinations Over 200 days of surveys, ethnographic investigation, and iterative design Background of actors in video, Types of content, Location and timing of screening, Method of dissemination, Degree of mediation, Background of mediator, etc. Background of actors in video, Types of content, Location and timing of screening, Method of dissemination, Degree of mediation, Background of mediator, etc. 6 Early ExperimentationParameters Varied Early Experimentation
  • 7. 7 21 villages in Karnataka: – Language: Kannada – Crops: Ragi, banana, mulberry, coconut – Population: 50-80 households – Irrigation: 10-20 households with access – Television: 15-20 households Metrics: – Knowledge: Before-and-after – Attendance: Farmers at each screening – Interest: Intent to take-up a practice – Adoption: Number of households taking up each new farming practice or technology 7 Experimental Set-Up Preliminary Evaluation ExpertExpert Extension Officer Extension Officer Farming Community Farming Community Farming Community Farming Community Farming Community Farming Community Research AssistantResearch Assistant Local MediatorLocal Mediator Local MediatorLocal Mediator Local MediatorLocal Mediator Poster Green(3) Same as Digital Green with local mediator, but no TV/DVD Mediator makes posters and holds regular group sessions Classical GREEN (8) Same as usual Digital Green (9) 3 sessions per week Cost: Rs. 9,500 ($240) for TV/DVD per village PC / camera costs shared Extension officer shared Mediator salary Accountability: Daily metrics and feedback Official extension staff 15-month study Audio Green (1) Same as Poster Green with MP3 audio tracks from videos
  • 8. 8 7 times more adoptions over classical extension 8 15 months: 13 villages, 3 nights a week, 1,000 regulars Sustained local presence Mediation Repetition (and novelty) Integration into existing extension operations Social homophily between mediator, actor, and farmer Desire to be “on TV” Trust built from identities of farmers and villages in videos Digital Green: Early Results
  • 9. 9 System Cost (USD) /Village/Year Adoption (%) /Village/Year Cost/Adoption (USD) Classical GREEN $840 11% $38.18 Digital Green $630 85% $3.70 Poster Green $490 59% $4.15 Cost-Benefit 9 Note: Decreasing amortized cost of hardware with time and scale Digital Green is at least 10 times more effective per dollar spent than classical extension!
  • 10. 10 Participatory Content Production 10 Digital Green System Introduction to innovations – Standard extension procedure Rough “storyboarding” – Repetitive pattern; easy to learn – Minimize post-production Local farmers on their own fields – Reduce perception of “teachers” – Promote “local stars”
  • 12.
  • 13. 1313 Digital Green System Video Database Online video database (http://www.digitalgreen.org) >2500 videos of 8-10 minutes each Quality-control, minor video editing, Indexed by type, topic, locale, season, crop, etc. Distributed via memory card
  • 14. 1414 Digital Green System Mediated Instruction Local mediator – Performance-based honorarium Human engagement – Field questions, capture feedback, encourage participation – Balance genders On-demand screenings – Choice time and place – Not “stand-alone” kiosk Support and monitoring – Daily metrics and feedback – Official extension staff
  • 15. 1515 Digital Green System Structured Sequencing Group Participation Practices with longer- term visible rewards Practices with short- term visible rewards Community Assessment Community Assessment Audience Awareness Season Location Time
  • 16.
  • 17. COCO | Connect Online, Connect Offline Digital Green System www.digitalgreen.org/tech
  • 20. 20
  • 21. 21
  • 22. WHERE WE WORK DG Offices DG ResearchDG Partners