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11/4/2010
1
digitalGREEN
http://www.digitalgreen.org
1
Agriculture in India
600M agriculture-dependent lives
Majority small landholders (<3 acres)
<$2 a day ($750 a year)
Growing debts ($300 per year per farmer)
Earlier technology intervention…
– Green revolution had mixed results
• Increased yields, but…
• Led to rising input costs, declining soil
fertility
• Due to excessive use of
fertilizers/pesticides
Indiscriminate use of technology partially
responsible for current agrarian crisis
A farmer from Yellachavadi village,
outside of Bangalore
22
Agricultural Systems?
Low literacy
in local lang
No bank account
Expensive
credit
No unique ID
Poor roads
Credit card
Computing device and connectivity not enough!
farmer expert
Quantity
buyersPoor quality
control
Market
3
44
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
Typical extension officer salary is
Rs. 4,000 per month
Extension officer “commuting” between farms
11/4/2010
2
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 6
?
Main source of information about new technology and
farm practices over the past 365 days (India: NSSO 2005)
Agricultural Social Networks
6
77
How can the speed and effectiveness
of agriculture extension be improved
at a reasonable cost?
The Problem
Extension officer on-field demonstration
88
Video provides…
– Resource-savings: human, cost, time
– Accessibility for non-literate farmers
Digital Video for Extension
11/4/2010
3
9
Six months in field trying various combinations
Over 200 days of surveys, ethnographic investigation, and iterative design
9
Early Experimentation
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”
1111
Digital Green System
Video Database
Online video database
(http://www.digitalgreen.org)
>700 videos of 8-10 minutes each
Quality-control, minor video editing,
and metadata tagging
Indexed by type, topic, locale,
season, crop, etc.
Distributed via DVD
1212
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
11/4/2010
4
1313
Digital Green System
Structured Sequencing
Group Participation
Practices with
longer-term
visible rewards
Practices with
short-term
visible rewards
Community
Assessment
Audience
Awareness
Season
Location
Time
1414
Digital Green System
1. Participatory content production
2. Video database
3. Mediated instruction
4. Structured sequencing
15
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
15
Experimental Set-Up
Preliminary Evaluation
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
16
7 times more adoptions over classical extension
16
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
11/4/2010
5
17
Cost-Benefit
17
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!
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
18
19
1
2
3
Network Effect
Viral Web 2.0 in the Web-less world
- Content ecosystem: education, entrepreneurship, entertainment
- Cost-realistic access: pico projectors, TVs, DVD players, and camcorders
Reinforce existing social networks to diffuse innovations through communities
Local “idol” competitions to be a better farmer
Digital Green System
19
20
11/4/2010
6
21 22
23
24
Platform
Digital Green System
24
Global
Database
Online/Offline
Connectivity
Access
Points
Partners Locations
Regular
Digital Green
11/4/2010
7
25
Platform
Digital Green System
25
Cloud-based central database
Synchronized with local databases
Online Offline (no/low connectivity)
Browser-based input
Data stored in local database
Synchronized when connectivity available
COCO | Connect Online, Connect Offline
Digital Green System
www.digitalgreen.org/tech
26
27
Platform
Robust system to share, track, and analyse data to manage operations and
target interventions over time
Analytics dashboard built on top of a simple yet robust data
entry system that can toggle between online and offline connectivity modes
Digital Green System
27
http://www.digitalgreen.org/
Offline mode 10x
faster than online
100,000
simultaneous
offline users
Analytics
Digital Green System
analytics.digitalgreen.org
28
11/4/2010
8
Non-Non-Profit Digital Green
Digital Green’s value to farmers is
established – viewers contribute Rs. 2-4
per screening.
Could DG also be supported by ads?
Advertisers get access to a distributed,
captive audience with demonstrated
interest in better agriculture.
Ads follow Digital Green’s distribution
channels.
To do:
– Scale Digital Green
– Devise mechanism for ensuring
appropriate ads
– Quantify ad effectiveness
– Quantify ad value to advertisersDigital Green DVD title screen
Subsidize agriculture
extension with ads?
29 30
30
31
31
32
32
11/4/2010
9
33
33
34
34
Digital Green 1.0
Digital Green is at least 10 times more effective
per dollar spent than classical extension!
35
Digital Green 2.0
Over three years, improve the cost-effectiveness of the existing people-based
extension systems of our partners by a factor of 3-times, per dollar spent, to improve
the livelihoods of 60,000 smallholder farmers in 1,200 villages in India.
36
11/4/2010
10
37 38
39
Thanks!
http://www.digitalgreen.org
team@digitalgreen.org
40

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Educating Farmers on Agricultural Best-practices through technology

  • 1. 11/4/2010 1 digitalGREEN http://www.digitalgreen.org 1 Agriculture in India 600M agriculture-dependent lives Majority small landholders (<3 acres) <$2 a day ($750 a year) Growing debts ($300 per year per farmer) Earlier technology intervention… – Green revolution had mixed results • Increased yields, but… • Led to rising input costs, declining soil fertility • Due to excessive use of fertilizers/pesticides Indiscriminate use of technology partially responsible for current agrarian crisis A farmer from Yellachavadi village, outside of Bangalore 22 Agricultural Systems? Low literacy in local lang No bank account Expensive credit No unique ID Poor roads Credit card Computing device and connectivity not enough! farmer expert Quantity buyersPoor quality control Market 3 44 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 Typical extension officer salary is Rs. 4,000 per month Extension officer “commuting” between farms
  • 2. 11/4/2010 2 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 6 ? Main source of information about new technology and farm practices over the past 365 days (India: NSSO 2005) Agricultural Social Networks 6 77 How can the speed and effectiveness of agriculture extension be improved at a reasonable cost? The Problem Extension officer on-field demonstration 88 Video provides… – Resource-savings: human, cost, time – Accessibility for non-literate farmers Digital Video for Extension
  • 3. 11/4/2010 3 9 Six months in field trying various combinations Over 200 days of surveys, ethnographic investigation, and iterative design 9 Early Experimentation 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” 1111 Digital Green System Video Database Online video database (http://www.digitalgreen.org) >700 videos of 8-10 minutes each Quality-control, minor video editing, and metadata tagging Indexed by type, topic, locale, season, crop, etc. Distributed via DVD 1212 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
  • 4. 11/4/2010 4 1313 Digital Green System Structured Sequencing Group Participation Practices with longer-term visible rewards Practices with short-term visible rewards Community Assessment Audience Awareness Season Location Time 1414 Digital Green System 1. Participatory content production 2. Video database 3. Mediated instruction 4. Structured sequencing 15 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 15 Experimental Set-Up Preliminary Evaluation 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 16 7 times more adoptions over classical extension 16 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
  • 5. 11/4/2010 5 17 Cost-Benefit 17 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! 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 18 19 1 2 3 Network Effect Viral Web 2.0 in the Web-less world - Content ecosystem: education, entrepreneurship, entertainment - Cost-realistic access: pico projectors, TVs, DVD players, and camcorders Reinforce existing social networks to diffuse innovations through communities Local “idol” competitions to be a better farmer Digital Green System 19 20
  • 6. 11/4/2010 6 21 22 23 24 Platform Digital Green System 24 Global Database Online/Offline Connectivity Access Points Partners Locations Regular Digital Green
  • 7. 11/4/2010 7 25 Platform Digital Green System 25 Cloud-based central database Synchronized with local databases Online Offline (no/low connectivity) Browser-based input Data stored in local database Synchronized when connectivity available COCO | Connect Online, Connect Offline Digital Green System www.digitalgreen.org/tech 26 27 Platform Robust system to share, track, and analyse data to manage operations and target interventions over time Analytics dashboard built on top of a simple yet robust data entry system that can toggle between online and offline connectivity modes Digital Green System 27 http://www.digitalgreen.org/ Offline mode 10x faster than online 100,000 simultaneous offline users Analytics Digital Green System analytics.digitalgreen.org 28
  • 8. 11/4/2010 8 Non-Non-Profit Digital Green Digital Green’s value to farmers is established – viewers contribute Rs. 2-4 per screening. Could DG also be supported by ads? Advertisers get access to a distributed, captive audience with demonstrated interest in better agriculture. Ads follow Digital Green’s distribution channels. To do: – Scale Digital Green – Devise mechanism for ensuring appropriate ads – Quantify ad effectiveness – Quantify ad value to advertisersDigital Green DVD title screen Subsidize agriculture extension with ads? 29 30 30 31 31 32 32
  • 9. 11/4/2010 9 33 33 34 34 Digital Green 1.0 Digital Green is at least 10 times more effective per dollar spent than classical extension! 35 Digital Green 2.0 Over three years, improve the cost-effectiveness of the existing people-based extension systems of our partners by a factor of 3-times, per dollar spent, to improve the livelihoods of 60,000 smallholder farmers in 1,200 villages in India. 36