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Transforming lives of rural communities around the world by using
digital platforms
2
2
Agriculture Extension
Dissemination of expert agriculture information
and technology to farmers.
“Training & Visit” extension popularized by the
World Bank in 1970s
• Face-to-face interactions of extension
officers and farmers
100,000 extension officers in India
• Extension agent-to-farmer ratio is 1:
2,000
• 610,000 villages in India with average
1,000-person population
Extension officer “commuting” between farms
3
0 5 10 15 20
Others
Government demonstration
Buyer
Cooperative
Extension worker
Newspaper
Television
Radio
Salesmen (e.g., fertilizer, pesticide)
Other progressive farmers
% farm households (n = 51,770)
Main source of information about new technology and
farm practices over the past 365 days (India: NSSO 2005)
Agricultural Social Networks in India
Information needs of 360M
farmers in India alone
4
Video provides…
• Resource-savings: human, cost, time
• Accessibility for non-literate farmers
Digital Video for Extension
5
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.
Early Experimentation
Parameters Varied
Early Experimentation
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
Experimental Set-Up
Preliminary Evaluation
Expert
Extension
Officer
Farming
Community
Farming
Community
Farming
Community
Research Assistant
Local Mediator Local Mediator Local 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
7 times more adoptions over classical extension
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
0
10
20
30
40
50
60
70
80
90
Apr-07
May-07
Jun-07
Jul-07
Aug-07
Sep-07
Oct-07
Nov-07
Dec-07
Jan-08
Feb-08
Mar-08
Apr-08
May-08
Jun-08
Cumulative
AdoptionRate(%)
Classic GREEN Digital Green Poster Green Audio Green
8
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
8
Note: Decreasing amortized cost of hardware with time and scale
digitalGreen is at least 10 times more effective
per dollar spent than classical extension!
Initiation
Mobilization
Situational
Awareness
Training
Production
Topic
Identification
Storyboardin
g
Shooting Editing
Diffusion
Disseminatio
n
Adoption Reporting
Our Process
2006 2008 2012 2014 2016 2019
Research project at Microsoft
Research
Scale up with NGOs
Non-profit
in USA and India
12k villages, 100 k farmers
Extend to Africa
Scaled to 6 Indian states
In partnership with Govt.
1m farmers, 9 states in India
Institutionalization
Scaling up in Ethiopia
Pilots Ghana, Senegal, Burkina Faso,
Malawi, Tanzania, Mozambique
Afghanistan
Extension systems
strengthened across
developing world
Pilots with PATH in UP,
SPRING in Odisha
Pilots with PCI in Bihar,
RMNT in MP
603 villages, 46k HHs
reached
Pilot with World Bank
(SAFANSI) in Bihar, with
BIRAC in Odisha
USAID project in Bihar, Jharkhand & Odisha
LSHTM RCT in Odisha,
SPRING Expansion in Niger, Burkina Faso, Senegal
Reach 200K women across
2k villages,
Agriculture
Health
Rural Network
Informal social networks exist within rural communities
850K
150K
1
MILLION
People
85% 15%
Communities
Partners Mobilize
Front-line workers of public, private, and civil society
organizations bring farmers together as groups
100
10K
150
1K
12K
Front-line
workers
Communities
Partners
Digital Amplification
Produce and share locally relevant agricultural videos informed by
farmer feedback and usage data
4k videos
28 languages
500k screenings
1m viewers
54% adoption rate
Communities
Partners
Digital Videos Expansion
Produce and share locally relevant agricultural videos informed by
farmer feedback and usage data
2K Trainees
336 Collections
4 VTI/DG Courses
• Standardized online platform to access videos
Video Library
Works on
Laptop, Tablet
Desktop, Phone
Multiple users
can work at same
time
Use any Device
Customize
Collaborate
Design custom
forms and
integrate with
existing systems
Explore data
quickly both
offline & online
Extract data in
multiple formats
for further use
User-friendly Extract
Search & Sort
Simple UI design for
users with varied
literacy levels
COCO – Connect Online | Connect Offline
How to collect data in
regions having low
internet connectivity?
Web-based MIS for challenged network environments
COCO seamlessly toggles
between Online and
Offline modes while
entering or viewing data
for uninterrupted usage
• Track, monitor and evaluate program performance
• Use at multiple levels: country to village
Analytics Dashboards
• Assist Digital Green trainers through step-wise modules
• Evaluate trainees – village extension workers - to inform learning
Virtual Training Institute – videos + mobile assessment
Get Involved @
Thank you

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Transforming lives of rural communities around the world by using digital platforms

  • 1. Transforming lives of rural communities around the world by using digital platforms
  • 2. 2 2 Agriculture Extension Dissemination of expert agriculture information and technology to farmers. “Training & Visit” extension popularized by the World Bank in 1970s • Face-to-face interactions of extension officers and farmers 100,000 extension officers in India • Extension agent-to-farmer ratio is 1: 2,000 • 610,000 villages in India with average 1,000-person population Extension officer “commuting” between farms
  • 3. 3 0 5 10 15 20 Others Government demonstration Buyer Cooperative Extension worker Newspaper Television Radio Salesmen (e.g., fertilizer, pesticide) Other progressive farmers % farm households (n = 51,770) Main source of information about new technology and farm practices over the past 365 days (India: NSSO 2005) Agricultural Social Networks in India Information needs of 360M farmers in India alone
  • 4. 4 Video provides… • Resource-savings: human, cost, time • Accessibility for non-literate farmers Digital Video for Extension
  • 5. 5 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. Early Experimentation Parameters Varied Early Experimentation
  • 6. 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 Experimental Set-Up Preliminary Evaluation Expert Extension Officer Farming Community Farming Community Farming Community Research Assistant Local Mediator Local Mediator Local 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
  • 7. 7 times more adoptions over classical extension 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 0 10 20 30 40 50 60 70 80 90 Apr-07 May-07 Jun-07 Jul-07 Aug-07 Sep-07 Oct-07 Nov-07 Dec-07 Jan-08 Feb-08 Mar-08 Apr-08 May-08 Jun-08 Cumulative AdoptionRate(%) Classic GREEN Digital Green Poster Green Audio Green
  • 8. 8 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 8 Note: Decreasing amortized cost of hardware with time and scale digitalGreen is at least 10 times more effective per dollar spent than classical extension!
  • 10. 2006 2008 2012 2014 2016 2019 Research project at Microsoft Research Scale up with NGOs Non-profit in USA and India 12k villages, 100 k farmers Extend to Africa Scaled to 6 Indian states In partnership with Govt. 1m farmers, 9 states in India Institutionalization Scaling up in Ethiopia Pilots Ghana, Senegal, Burkina Faso, Malawi, Tanzania, Mozambique Afghanistan Extension systems strengthened across developing world Pilots with PATH in UP, SPRING in Odisha Pilots with PCI in Bihar, RMNT in MP 603 villages, 46k HHs reached Pilot with World Bank (SAFANSI) in Bihar, with BIRAC in Odisha USAID project in Bihar, Jharkhand & Odisha LSHTM RCT in Odisha, SPRING Expansion in Niger, Burkina Faso, Senegal Reach 200K women across 2k villages, Agriculture Health
  • 11. Rural Network Informal social networks exist within rural communities 850K 150K 1 MILLION People 85% 15%
  • 12. Communities Partners Mobilize Front-line workers of public, private, and civil society organizations bring farmers together as groups 100 10K 150 1K 12K Front-line workers
  • 13. Communities Partners Digital Amplification Produce and share locally relevant agricultural videos informed by farmer feedback and usage data 4k videos 28 languages 500k screenings 1m viewers 54% adoption rate
  • 14. Communities Partners Digital Videos Expansion Produce and share locally relevant agricultural videos informed by farmer feedback and usage data 2K Trainees 336 Collections 4 VTI/DG Courses
  • 15. • Standardized online platform to access videos Video Library
  • 16. Works on Laptop, Tablet Desktop, Phone Multiple users can work at same time Use any Device Customize Collaborate Design custom forms and integrate with existing systems Explore data quickly both offline & online Extract data in multiple formats for further use User-friendly Extract Search & Sort Simple UI design for users with varied literacy levels COCO – Connect Online | Connect Offline How to collect data in regions having low internet connectivity? Web-based MIS for challenged network environments COCO seamlessly toggles between Online and Offline modes while entering or viewing data for uninterrupted usage
  • 17. • Track, monitor and evaluate program performance • Use at multiple levels: country to village Analytics Dashboards
  • 18. • Assist Digital Green trainers through step-wise modules • Evaluate trainees – village extension workers - to inform learning Virtual Training Institute – videos + mobile assessment