SlideShare a Scribd company logo
Inception workshop of the AgriTT project: Evaluation of breed
composition, productivity and fitness for smallholder dairy cattle in
Tanzania, Dar es Salaam, 10-11 June 2014
Morris Agaba
The Nelson Mandela African Institute of Science and Technology
Farmer Targeting and Feedback
Aims:
Identify a diverse representation of farmers needed to
capture the range of genotypes, and on farm practices in
the study sites.
Develop or refine the most optimal mechanisms to
encourage continued participation in recording and uptake
of research outputs and of improved management
practices.
Farmer Targeting and Feedback
Criteria for Selection
 Randomized in all the wards of Rungwe and Lushoto
surveyed by MilkIT.
 One at least one cow with either –
• a calf born in last 3 months
• in third trimester.
 Willingness of farmer to participate.
 Where farmers are closely clustered – e.g. Lushoto
should we target the entire cluster?
 If farmers are in groups – do we target entire group?
Data collection
 Reproductive performance and health
 Heat expression and detection.
 Mating strategy –AI/Natural service
 Efficiency of service
 Genital infections/other infections/diseases
 Production data
• Growth rate of calves
• Milk off take.
• Milk sales/home consumption
• Milk quality?
• Enterprise characteristics?
Data collection
 Animal Health and welfare
 Incidences of disease: clinical signs/mastitis
 Interventions and outcomes thereof
 Housing - and hygiene and waste management
 Inputs Data
 Source and type of feeds .– especially forages
 Amounts of feeds and supplements
 Type of vegetation? Bioactive compounds? Nutrient
analysis? e.g. minerals?
 What other Data should be collected?
Data collection
• Enterprise characteristics: the farmer and farm
 Gender, Role in house hold, Role in Animal
Management.
 Education Characteristics, Social Network,
Membership to “trade union”, Access to market
 Size of enterprise - number of animal, land size,
type of infrastructure – animal housing.
 Disposition to adopting new methods, experience
with dairy farming.
 Value of cattle compared to there revenue streams
Innovations on Feed back
 Characterization of information needs
• Type of information
• Quality – including timeliness
• Regularity of feed back
 Assessment of feedback mechanisms
• Peer to peer (farmer visits and exchange)
• Existing extensions system mechanism.
• Possible role of ITC – especially mobile phones
 How do we evaluate the effects of feedback? What
outcomes to target?
Innovations on Feed back
(chickenApp)
• Data is Data,
no value if not
mined.
• Paper data
expensive.
• Paper data is
vulnerable.
• IT may be one
tool to
transform
recording.
Example of Farm Records
Innovations on Feed back
(chickenApp)
• Front line workers armed with client specific Data.
• Aggregate data available to higher level actors.
• Correlations can be made with other events, deaths, illness, change of feed.
INPUTS
(monthly)
EGG OUT
(Daily)
Information “Value Chain”
• How best to model
information flows?
• What best
intervention
points?
• What types of
analyses?
• What media of
communication?

More Related Content

What's hot

Performance recording and bull evaluation: Contrasting experiences
Performance recording and bull evaluation: Contrasting experiencesPerformance recording and bull evaluation: Contrasting experiences
Performance recording and bull evaluation: Contrasting experiences
ILRI
 
ILRI program outline: Impact at Scale
ILRI program outline: Impact at ScaleILRI program outline: Impact at Scale
ILRI program outline: Impact at Scale
ILRI
 
ADGG Update—Feedback, status and plans
ADGG Update—Feedback, status and plansADGG Update—Feedback, status and plans
ADGG Update—Feedback, status and plans
ILRI
 
CGIAR Research Program on Roots, Tubers and Bananas, Value for Money
CGIAR Research Program on Roots, Tubers and Bananas, Value for MoneyCGIAR Research Program on Roots, Tubers and Bananas, Value for Money
CGIAR Research Program on Roots, Tubers and Bananas, Value for Money
CGIAR
 
ILRI program outline: Sustainable Livestock Systems
ILRI program outline: Sustainable Livestock SystemsILRI program outline: Sustainable Livestock Systems
ILRI program outline: Sustainable Livestock Systems
ILRI
 
Duray_Zach_Poster_2015
Duray_Zach_Poster_2015Duray_Zach_Poster_2015
Duray_Zach_Poster_2015
Zach Duray
 
Animal Sciences for Sustainable Productivity (ASSP): Improving the genetics a...
Animal Sciences for Sustainable Productivity (ASSP): Improving the genetics a...Animal Sciences for Sustainable Productivity (ASSP): Improving the genetics a...
Animal Sciences for Sustainable Productivity (ASSP): Improving the genetics a...
ILRI
 
Inclusive business model for dual-purpose breeds based village chicken produc...
Inclusive business model for dual-purpose breeds based village chicken produc...Inclusive business model for dual-purpose breeds based village chicken produc...
Inclusive business model for dual-purpose breeds based village chicken produc...
ILRI
 
Africa RISING experiences
Africa RISING experiencesAfrica RISING experiences
Africa RISING experiences
africa-rising
 
Transforming smallholder pig value chains in Vietnam
Transforming smallholder pig value chains in VietnamTransforming smallholder pig value chains in Vietnam
Transforming smallholder pig value chains in Vietnam
ILRI
 
Feed interventions and livelihoods of small-scale livestock keepers: Learning...
Feed interventions and livelihoods of small-scale livestock keepers: Learning...Feed interventions and livelihoods of small-scale livestock keepers: Learning...
Feed interventions and livelihoods of small-scale livestock keepers: Learning...
ILRI
 
Tanzania dairy value chain development
Tanzania dairy value chain developmentTanzania dairy value chain development
Tanzania dairy value chain development
ILRI
 
Sustainable milk and beef production in Nicaragua: Actions and opportunities ...
Sustainable milk and beef production in Nicaragua: Actions and opportunities ...Sustainable milk and beef production in Nicaragua: Actions and opportunities ...
Sustainable milk and beef production in Nicaragua: Actions and opportunities ...
ILRI
 
AMUSE: Tool to measure antimicrobial use: Knowledge, attitude and practice of...
AMUSE: Tool to measure antimicrobial use: Knowledge, attitude and practice of...AMUSE: Tool to measure antimicrobial use: Knowledge, attitude and practice of...
AMUSE: Tool to measure antimicrobial use: Knowledge, attitude and practice of...
ILRI
 
Sustainable intensification in livestock systems: where does feed fit?
Sustainable intensification in livestock systems: where does feed fit?Sustainable intensification in livestock systems: where does feed fit?
Sustainable intensification in livestock systems: where does feed fit?
ILRI
 
Policy and impact at scale: Pig breeding in Nagaland, India
Policy and impact at scale: Pig breeding in Nagaland, IndiaPolicy and impact at scale: Pig breeding in Nagaland, India
Policy and impact at scale: Pig breeding in Nagaland, India
ILRI
 
India smallholder dairy value chain development
India smallholder dairy value chain developmentIndia smallholder dairy value chain development
India smallholder dairy value chain development
ILRI
 
The Africa Biosciences Challenge Fund Program
The Africa Biosciences Challenge Fund ProgramThe Africa Biosciences Challenge Fund Program
The Africa Biosciences Challenge Fund Program
ILRI
 
Introducing the Biosciences eastern and central Africa–International Livestoc...
Introducing the Biosciences eastern and central Africa–International Livestoc...Introducing the Biosciences eastern and central Africa–International Livestoc...
Introducing the Biosciences eastern and central Africa–International Livestoc...
ILRI
 
FEAST—The Feed Assessment Tool
FEAST—The Feed Assessment ToolFEAST—The Feed Assessment Tool
FEAST—The Feed Assessment Tool
ILRI
 

What's hot (20)

Performance recording and bull evaluation: Contrasting experiences
Performance recording and bull evaluation: Contrasting experiencesPerformance recording and bull evaluation: Contrasting experiences
Performance recording and bull evaluation: Contrasting experiences
 
ILRI program outline: Impact at Scale
ILRI program outline: Impact at ScaleILRI program outline: Impact at Scale
ILRI program outline: Impact at Scale
 
ADGG Update—Feedback, status and plans
ADGG Update—Feedback, status and plansADGG Update—Feedback, status and plans
ADGG Update—Feedback, status and plans
 
CGIAR Research Program on Roots, Tubers and Bananas, Value for Money
CGIAR Research Program on Roots, Tubers and Bananas, Value for MoneyCGIAR Research Program on Roots, Tubers and Bananas, Value for Money
CGIAR Research Program on Roots, Tubers and Bananas, Value for Money
 
ILRI program outline: Sustainable Livestock Systems
ILRI program outline: Sustainable Livestock SystemsILRI program outline: Sustainable Livestock Systems
ILRI program outline: Sustainable Livestock Systems
 
Duray_Zach_Poster_2015
Duray_Zach_Poster_2015Duray_Zach_Poster_2015
Duray_Zach_Poster_2015
 
Animal Sciences for Sustainable Productivity (ASSP): Improving the genetics a...
Animal Sciences for Sustainable Productivity (ASSP): Improving the genetics a...Animal Sciences for Sustainable Productivity (ASSP): Improving the genetics a...
Animal Sciences for Sustainable Productivity (ASSP): Improving the genetics a...
 
Inclusive business model for dual-purpose breeds based village chicken produc...
Inclusive business model for dual-purpose breeds based village chicken produc...Inclusive business model for dual-purpose breeds based village chicken produc...
Inclusive business model for dual-purpose breeds based village chicken produc...
 
Africa RISING experiences
Africa RISING experiencesAfrica RISING experiences
Africa RISING experiences
 
Transforming smallholder pig value chains in Vietnam
Transforming smallholder pig value chains in VietnamTransforming smallholder pig value chains in Vietnam
Transforming smallholder pig value chains in Vietnam
 
Feed interventions and livelihoods of small-scale livestock keepers: Learning...
Feed interventions and livelihoods of small-scale livestock keepers: Learning...Feed interventions and livelihoods of small-scale livestock keepers: Learning...
Feed interventions and livelihoods of small-scale livestock keepers: Learning...
 
Tanzania dairy value chain development
Tanzania dairy value chain developmentTanzania dairy value chain development
Tanzania dairy value chain development
 
Sustainable milk and beef production in Nicaragua: Actions and opportunities ...
Sustainable milk and beef production in Nicaragua: Actions and opportunities ...Sustainable milk and beef production in Nicaragua: Actions and opportunities ...
Sustainable milk and beef production in Nicaragua: Actions and opportunities ...
 
AMUSE: Tool to measure antimicrobial use: Knowledge, attitude and practice of...
AMUSE: Tool to measure antimicrobial use: Knowledge, attitude and practice of...AMUSE: Tool to measure antimicrobial use: Knowledge, attitude and practice of...
AMUSE: Tool to measure antimicrobial use: Knowledge, attitude and practice of...
 
Sustainable intensification in livestock systems: where does feed fit?
Sustainable intensification in livestock systems: where does feed fit?Sustainable intensification in livestock systems: where does feed fit?
Sustainable intensification in livestock systems: where does feed fit?
 
Policy and impact at scale: Pig breeding in Nagaland, India
Policy and impact at scale: Pig breeding in Nagaland, IndiaPolicy and impact at scale: Pig breeding in Nagaland, India
Policy and impact at scale: Pig breeding in Nagaland, India
 
India smallholder dairy value chain development
India smallholder dairy value chain developmentIndia smallholder dairy value chain development
India smallholder dairy value chain development
 
The Africa Biosciences Challenge Fund Program
The Africa Biosciences Challenge Fund ProgramThe Africa Biosciences Challenge Fund Program
The Africa Biosciences Challenge Fund Program
 
Introducing the Biosciences eastern and central Africa–International Livestoc...
Introducing the Biosciences eastern and central Africa–International Livestoc...Introducing the Biosciences eastern and central Africa–International Livestoc...
Introducing the Biosciences eastern and central Africa–International Livestoc...
 
FEAST—The Feed Assessment Tool
FEAST—The Feed Assessment ToolFEAST—The Feed Assessment Tool
FEAST—The Feed Assessment Tool
 

Viewers also liked

Uplb.
Uplb.Uplb.
Dairy Policy inventory – Ethiopia
Dairy Policy inventory – EthiopiaDairy Policy inventory – Ethiopia
Dairy Policy inventory – Ethiopia
ILRI
 
Persuasive Speech
Persuasive SpeechPersuasive Speech
Persuasive Speech
Jan Vasquez
 
A comparison of dairy policy and development in South Asia and East Africa: l...
A comparison of dairy policy and development in South Asia and East Africa: l...A comparison of dairy policy and development in South Asia and East Africa: l...
A comparison of dairy policy and development in South Asia and East Africa: l...
ILRI
 
Philippines | Jun-16 | Philippines - New Zealand Dairy Project
Philippines | Jun-16 | Philippines - New Zealand Dairy ProjectPhilippines | Jun-16 | Philippines - New Zealand Dairy Project
Philippines | Jun-16 | Philippines - New Zealand Dairy Project
Smart Villages
 
III-Sodium Photo Essay Borja Ceblano Galzote Manalo
III-Sodium Photo Essay Borja Ceblano Galzote ManaloIII-Sodium Photo Essay Borja Ceblano Galzote Manalo
III-Sodium Photo Essay Borja Ceblano Galzote Manalo
gabyborja1994
 
The Dairy Sector & Poverty Reduction: A FAO Perspective
The Dairy Sector & Poverty Reduction: A FAO PerspectiveThe Dairy Sector & Poverty Reduction: A FAO Perspective
The Dairy Sector & Poverty Reduction: A FAO Perspective
FAO
 
Dairy Genetics East Africa Project Objectives and Sites
Dairy Genetics East Africa Project Objectives and SitesDairy Genetics East Africa Project Objectives and Sites
Dairy Genetics East Africa Project Objectives and Sites
ILRI
 
Feasibility study
Feasibility studyFeasibility study
Feasibility study
inadhogor
 
Dairy Cattle--Jamon
Dairy Cattle--JamonDairy Cattle--Jamon
Dairy Cattle--Jamon
tafoster
 
Tristian
TristianTristian
Tristian
tafoster
 
Animals in Arts and Literatures - UPLB
Animals in Arts and Literatures - UPLBAnimals in Arts and Literatures - UPLB
Animals in Arts and Literatures - UPLB
Paul John Argarin
 
100 Years Epilogue
100 Years Epilogue100 Years Epilogue
100 Years Epilogue
Frank Hilario
 
Title Page & Preliminaries
Title Page & PreliminariesTitle Page & Preliminaries
Title Page & Preliminaries
Frank Hilario
 
Mahindra's entry into dairy sector
Mahindra's entry into dairy sectorMahindra's entry into dairy sector
Mahindra's entry into dairy sector
Rahul Gupta
 
The internationalization of UP faculty for inclusive growth and national deve...
The internationalization of UP faculty for inclusive growth and national deve...The internationalization of UP faculty for inclusive growth and national deve...
The internationalization of UP faculty for inclusive growth and national deve...
University of the Philippines Office of the Vice President for Academic Affairs
 
Food pyramid activities
Food pyramid activitiesFood pyramid activities
Food pyramid activities
Maria Bolanos
 
Kevin Gavin Honors Thesis
Kevin Gavin Honors ThesisKevin Gavin Honors Thesis
Kevin Gavin Honors Thesis
Kevin Gavin
 
Global poverty and food security challenges: The equity pillar
Global poverty and food security challenges: The equity pillar Global poverty and food security challenges: The equity pillar
Global poverty and food security challenges: The equity pillar
ILRI
 

Viewers also liked (20)

Uplb.
Uplb.Uplb.
Uplb.
 
Dairy Policy inventory – Ethiopia
Dairy Policy inventory – EthiopiaDairy Policy inventory – Ethiopia
Dairy Policy inventory – Ethiopia
 
Persuasive Speech
Persuasive SpeechPersuasive Speech
Persuasive Speech
 
A comparison of dairy policy and development in South Asia and East Africa: l...
A comparison of dairy policy and development in South Asia and East Africa: l...A comparison of dairy policy and development in South Asia and East Africa: l...
A comparison of dairy policy and development in South Asia and East Africa: l...
 
Philippines | Jun-16 | Philippines - New Zealand Dairy Project
Philippines | Jun-16 | Philippines - New Zealand Dairy ProjectPhilippines | Jun-16 | Philippines - New Zealand Dairy Project
Philippines | Jun-16 | Philippines - New Zealand Dairy Project
 
III-Sodium Photo Essay Borja Ceblano Galzote Manalo
III-Sodium Photo Essay Borja Ceblano Galzote ManaloIII-Sodium Photo Essay Borja Ceblano Galzote Manalo
III-Sodium Photo Essay Borja Ceblano Galzote Manalo
 
The Dairy Sector & Poverty Reduction: A FAO Perspective
The Dairy Sector & Poverty Reduction: A FAO PerspectiveThe Dairy Sector & Poverty Reduction: A FAO Perspective
The Dairy Sector & Poverty Reduction: A FAO Perspective
 
Dairy Genetics East Africa Project Objectives and Sites
Dairy Genetics East Africa Project Objectives and SitesDairy Genetics East Africa Project Objectives and Sites
Dairy Genetics East Africa Project Objectives and Sites
 
Feasibility study
Feasibility studyFeasibility study
Feasibility study
 
Dairy Cattle--Jamon
Dairy Cattle--JamonDairy Cattle--Jamon
Dairy Cattle--Jamon
 
Tristian
TristianTristian
Tristian
 
Animals in Arts and Literatures - UPLB
Animals in Arts and Literatures - UPLBAnimals in Arts and Literatures - UPLB
Animals in Arts and Literatures - UPLB
 
100 Years Epilogue
100 Years Epilogue100 Years Epilogue
100 Years Epilogue
 
Title Page & Preliminaries
Title Page & PreliminariesTitle Page & Preliminaries
Title Page & Preliminaries
 
Mahindra's entry into dairy sector
Mahindra's entry into dairy sectorMahindra's entry into dairy sector
Mahindra's entry into dairy sector
 
The internationalization of UP faculty for inclusive growth and national deve...
The internationalization of UP faculty for inclusive growth and national deve...The internationalization of UP faculty for inclusive growth and national deve...
The internationalization of UP faculty for inclusive growth and national deve...
 
Food pyramid activities
Food pyramid activitiesFood pyramid activities
Food pyramid activities
 
Moringa animal-feed-food
Moringa animal-feed-foodMoringa animal-feed-food
Moringa animal-feed-food
 
Kevin Gavin Honors Thesis
Kevin Gavin Honors ThesisKevin Gavin Honors Thesis
Kevin Gavin Honors Thesis
 
Global poverty and food security challenges: The equity pillar
Global poverty and food security challenges: The equity pillar Global poverty and food security challenges: The equity pillar
Global poverty and food security challenges: The equity pillar
 

Similar to Tanzania dairy genetics: Matching dairy genetics to smallholder farmers’ input systems

CRP Livestock and IFAD SmaRT Project: Small Ruminant meat value chain Transfo...
CRP Livestock and IFAD SmaRT Project: Small Ruminant meat value chain Transfo...CRP Livestock and IFAD SmaRT Project: Small Ruminant meat value chain Transfo...
CRP Livestock and IFAD SmaRT Project: Small Ruminant meat value chain Transfo...
ILRI
 
ILRI program outline: Livestock Genetics
ILRI program outline: Livestock GeneticsILRI program outline: Livestock Genetics
ILRI program outline: Livestock Genetics
ILRI
 
RP-Enabling Systems Transformation.pptx
RP-Enabling Systems Transformation.pptxRP-Enabling Systems Transformation.pptx
RP-Enabling Systems Transformation.pptx
VictorAfariSefa
 
Some ILRI crop-livestock work relevant to SIMLESA
Some ILRI crop-livestock work relevant to SIMLESASome ILRI crop-livestock work relevant to SIMLESA
Some ILRI crop-livestock work relevant to SIMLESA
ILRI
 
Livestock feeds in the CGIAR Research Programs
Livestock feeds in the CGIAR Research ProgramsLivestock feeds in the CGIAR Research Programs
Livestock feeds in the CGIAR Research Programs
ILRI
 
CGIAR Research Program on Livestock and Fish, Value for Money
CGIAR Research Program on Livestock and Fish, Value for MoneyCGIAR Research Program on Livestock and Fish, Value for Money
CGIAR Research Program on Livestock and Fish, Value for Money
CGIAR
 
Livestock management in Ghana 2019/2020
Livestock management in Ghana 2019/2020Livestock management in Ghana 2019/2020
Livestock management in Ghana 2019/2020
africa-rising
 
Towards solutions for year round feed availability—Experiences on Innovation ...
Towards solutions for year round feed availability—Experiences on Innovation ...Towards solutions for year round feed availability—Experiences on Innovation ...
Towards solutions for year round feed availability—Experiences on Innovation ...
ILRI
 
Harnessing partnerships for integrated research the africa rising – esa proje...
Harnessing partnerships for integrated research the africa rising – esa proje...Harnessing partnerships for integrated research the africa rising – esa proje...
Harnessing partnerships for integrated research the africa rising – esa proje...
africa-rising
 
What explains pockets of success in fodder development?
What explains pockets of success in fodder development?What explains pockets of success in fodder development?
What explains pockets of success in fodder development?
ILRI
 
An introduction to Africa RISING
An introduction to Africa RISINGAn introduction to Africa RISING
An introduction to Africa RISING
africa-rising
 
Enhancing livelihoods of poor livestock keepers through increasing use of fod...
Enhancing livelihoods of poor livestock keepers through increasing use of fod...Enhancing livelihoods of poor livestock keepers through increasing use of fod...
Enhancing livelihoods of poor livestock keepers through increasing use of fod...
ILRI
 
Shaping a new CGIAR Mega Program on Livestock and Fish: The Proposals
Shaping a new CGIAR Mega Program on Livestock and Fish: The Proposals Shaping a new CGIAR Mega Program on Livestock and Fish: The Proposals
Shaping a new CGIAR Mega Program on Livestock and Fish: The Proposals
ILRI
 
Integrating gender considerations into livestock genetic improvement in low t...
Integrating gender considerations into livestock genetic improvement in low t...Integrating gender considerations into livestock genetic improvement in low t...
Integrating gender considerations into livestock genetic improvement in low t...
ILRI
 
ILRI program outline: Policy, Value Chains and Livelihoods
ILRI program outline: Policy, Value Chains and LivelihoodsILRI program outline: Policy, Value Chains and Livelihoods
ILRI program outline: Policy, Value Chains and Livelihoods
ILRI
 
RTB - Presentation for Discussion with Donors and Partners - June 2013
RTB - Presentation for Discussion with Donors and Partners - June 2013RTB - Presentation for Discussion with Donors and Partners - June 2013
RTB - Presentation for Discussion with Donors and Partners - June 2013
CGIAR
 
Advances in Record keeping Section in Dairy farm
Advances in Record keeping Section in Dairy farmAdvances in Record keeping Section in Dairy farm
Advances in Record keeping Section in Dairy farm
shwetaliprajapati
 
East and Southern Africa Flagship Key highlights of our work so far-Polly E...
 East and Southern Africa FlagshipKey highlights of our work so far-Polly E... East and Southern Africa FlagshipKey highlights of our work so far-Polly E...
East and Southern Africa Flagship Key highlights of our work so far-Polly E...
CGIAR Research Program on Dryland Systems
 
From research outputs to development outcomes: Fostering innovation in pasto...
From research outputs to development outcomes:  Fostering innovation in pasto...From research outputs to development outcomes:  Fostering innovation in pasto...
From research outputs to development outcomes: Fostering innovation in pasto...
ILRI
 
And what should we do today? Developing a research-for-development agenda for...
And what should we do today? Developing a research-for-development agenda for...And what should we do today? Developing a research-for-development agenda for...
And what should we do today? Developing a research-for-development agenda for...
ILRI
 

Similar to Tanzania dairy genetics: Matching dairy genetics to smallholder farmers’ input systems (20)

CRP Livestock and IFAD SmaRT Project: Small Ruminant meat value chain Transfo...
CRP Livestock and IFAD SmaRT Project: Small Ruminant meat value chain Transfo...CRP Livestock and IFAD SmaRT Project: Small Ruminant meat value chain Transfo...
CRP Livestock and IFAD SmaRT Project: Small Ruminant meat value chain Transfo...
 
ILRI program outline: Livestock Genetics
ILRI program outline: Livestock GeneticsILRI program outline: Livestock Genetics
ILRI program outline: Livestock Genetics
 
RP-Enabling Systems Transformation.pptx
RP-Enabling Systems Transformation.pptxRP-Enabling Systems Transformation.pptx
RP-Enabling Systems Transformation.pptx
 
Some ILRI crop-livestock work relevant to SIMLESA
Some ILRI crop-livestock work relevant to SIMLESASome ILRI crop-livestock work relevant to SIMLESA
Some ILRI crop-livestock work relevant to SIMLESA
 
Livestock feeds in the CGIAR Research Programs
Livestock feeds in the CGIAR Research ProgramsLivestock feeds in the CGIAR Research Programs
Livestock feeds in the CGIAR Research Programs
 
CGIAR Research Program on Livestock and Fish, Value for Money
CGIAR Research Program on Livestock and Fish, Value for MoneyCGIAR Research Program on Livestock and Fish, Value for Money
CGIAR Research Program on Livestock and Fish, Value for Money
 
Livestock management in Ghana 2019/2020
Livestock management in Ghana 2019/2020Livestock management in Ghana 2019/2020
Livestock management in Ghana 2019/2020
 
Towards solutions for year round feed availability—Experiences on Innovation ...
Towards solutions for year round feed availability—Experiences on Innovation ...Towards solutions for year round feed availability—Experiences on Innovation ...
Towards solutions for year round feed availability—Experiences on Innovation ...
 
Harnessing partnerships for integrated research the africa rising – esa proje...
Harnessing partnerships for integrated research the africa rising – esa proje...Harnessing partnerships for integrated research the africa rising – esa proje...
Harnessing partnerships for integrated research the africa rising – esa proje...
 
What explains pockets of success in fodder development?
What explains pockets of success in fodder development?What explains pockets of success in fodder development?
What explains pockets of success in fodder development?
 
An introduction to Africa RISING
An introduction to Africa RISINGAn introduction to Africa RISING
An introduction to Africa RISING
 
Enhancing livelihoods of poor livestock keepers through increasing use of fod...
Enhancing livelihoods of poor livestock keepers through increasing use of fod...Enhancing livelihoods of poor livestock keepers through increasing use of fod...
Enhancing livelihoods of poor livestock keepers through increasing use of fod...
 
Shaping a new CGIAR Mega Program on Livestock and Fish: The Proposals
Shaping a new CGIAR Mega Program on Livestock and Fish: The Proposals Shaping a new CGIAR Mega Program on Livestock and Fish: The Proposals
Shaping a new CGIAR Mega Program on Livestock and Fish: The Proposals
 
Integrating gender considerations into livestock genetic improvement in low t...
Integrating gender considerations into livestock genetic improvement in low t...Integrating gender considerations into livestock genetic improvement in low t...
Integrating gender considerations into livestock genetic improvement in low t...
 
ILRI program outline: Policy, Value Chains and Livelihoods
ILRI program outline: Policy, Value Chains and LivelihoodsILRI program outline: Policy, Value Chains and Livelihoods
ILRI program outline: Policy, Value Chains and Livelihoods
 
RTB - Presentation for Discussion with Donors and Partners - June 2013
RTB - Presentation for Discussion with Donors and Partners - June 2013RTB - Presentation for Discussion with Donors and Partners - June 2013
RTB - Presentation for Discussion with Donors and Partners - June 2013
 
Advances in Record keeping Section in Dairy farm
Advances in Record keeping Section in Dairy farmAdvances in Record keeping Section in Dairy farm
Advances in Record keeping Section in Dairy farm
 
East and Southern Africa Flagship Key highlights of our work so far-Polly E...
 East and Southern Africa FlagshipKey highlights of our work so far-Polly E... East and Southern Africa FlagshipKey highlights of our work so far-Polly E...
East and Southern Africa Flagship Key highlights of our work so far-Polly E...
 
From research outputs to development outcomes: Fostering innovation in pasto...
From research outputs to development outcomes:  Fostering innovation in pasto...From research outputs to development outcomes:  Fostering innovation in pasto...
From research outputs to development outcomes: Fostering innovation in pasto...
 
And what should we do today? Developing a research-for-development agenda for...
And what should we do today? Developing a research-for-development agenda for...And what should we do today? Developing a research-for-development agenda for...
And what should we do today? Developing a research-for-development agenda for...
 

More from ILRI

How the small-scale low biosecurity sector could be transformed into a more b...
How the small-scale low biosecurity sector could be transformed into a more b...How the small-scale low biosecurity sector could be transformed into a more b...
How the small-scale low biosecurity sector could be transformed into a more b...
ILRI
 
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
ILRI
 
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
ILRI
 
A training, certification and marketing scheme for informal dairy vendors in ...
A training, certification and marketing scheme for informal dairy vendors in ...A training, certification and marketing scheme for informal dairy vendors in ...
A training, certification and marketing scheme for informal dairy vendors in ...
ILRI
 
Milk safety and child nutrition impacts of the MoreMilk training, certificati...
Milk safety and child nutrition impacts of the MoreMilk training, certificati...Milk safety and child nutrition impacts of the MoreMilk training, certificati...
Milk safety and child nutrition impacts of the MoreMilk training, certificati...
ILRI
 
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseasesPreventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
ILRI
 
Preventing preventable diseases: a 12-slide primer on foodborne disease
Preventing preventable diseases: a 12-slide primer on foodborne diseasePreventing preventable diseases: a 12-slide primer on foodborne disease
Preventing preventable diseases: a 12-slide primer on foodborne disease
ILRI
 
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistancePreventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
ILRI
 
Food safety research in low- and middle-income countries
Food safety research in low- and middle-income countriesFood safety research in low- and middle-income countries
Food safety research in low- and middle-income countries
ILRI
 
Food safety research LMIC
Food safety research LMICFood safety research LMIC
Food safety research LMIC
ILRI
 
The application of One Health: Observations from eastern and southern Africa
The application of One Health: Observations from eastern and southern AfricaThe application of One Health: Observations from eastern and southern Africa
The application of One Health: Observations from eastern and southern Africa
ILRI
 
One Health in action: Perspectives from 10 years in the field
One Health in action: Perspectives from 10 years in the fieldOne Health in action: Perspectives from 10 years in the field
One Health in action: Perspectives from 10 years in the field
ILRI
 
Reservoirs of pathogenic Leptospira species in Uganda
Reservoirs of pathogenic Leptospira species in UgandaReservoirs of pathogenic Leptospira species in Uganda
Reservoirs of pathogenic Leptospira species in Uganda
ILRI
 
Minyoo ya mbwa
Minyoo ya mbwaMinyoo ya mbwa
Minyoo ya mbwa
ILRI
 
Parasites in dogs
Parasites in dogsParasites in dogs
Parasites in dogs
ILRI
 
Assessing meat microbiological safety and associated handling practices in bu...
Assessing meat microbiological safety and associated handling practices in bu...Assessing meat microbiological safety and associated handling practices in bu...
Assessing meat microbiological safety and associated handling practices in bu...
ILRI
 
Ecological factors associated with abundance and distribution of mosquito vec...
Ecological factors associated with abundance and distribution of mosquito vec...Ecological factors associated with abundance and distribution of mosquito vec...
Ecological factors associated with abundance and distribution of mosquito vec...
ILRI
 
Livestock in the agrifood systems transformation
Livestock in the agrifood systems transformationLivestock in the agrifood systems transformation
Livestock in the agrifood systems transformation
ILRI
 
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
ILRI
 
Practices and drivers of antibiotic use in Kenyan smallholder dairy farms
Practices and drivers of antibiotic use in Kenyan smallholder dairy farmsPractices and drivers of antibiotic use in Kenyan smallholder dairy farms
Practices and drivers of antibiotic use in Kenyan smallholder dairy farms
ILRI
 

More from ILRI (20)

How the small-scale low biosecurity sector could be transformed into a more b...
How the small-scale low biosecurity sector could be transformed into a more b...How the small-scale low biosecurity sector could be transformed into a more b...
How the small-scale low biosecurity sector could be transformed into a more b...
 
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
 
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
 
A training, certification and marketing scheme for informal dairy vendors in ...
A training, certification and marketing scheme for informal dairy vendors in ...A training, certification and marketing scheme for informal dairy vendors in ...
A training, certification and marketing scheme for informal dairy vendors in ...
 
Milk safety and child nutrition impacts of the MoreMilk training, certificati...
Milk safety and child nutrition impacts of the MoreMilk training, certificati...Milk safety and child nutrition impacts of the MoreMilk training, certificati...
Milk safety and child nutrition impacts of the MoreMilk training, certificati...
 
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseasesPreventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
 
Preventing preventable diseases: a 12-slide primer on foodborne disease
Preventing preventable diseases: a 12-slide primer on foodborne diseasePreventing preventable diseases: a 12-slide primer on foodborne disease
Preventing preventable diseases: a 12-slide primer on foodborne disease
 
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistancePreventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
 
Food safety research in low- and middle-income countries
Food safety research in low- and middle-income countriesFood safety research in low- and middle-income countries
Food safety research in low- and middle-income countries
 
Food safety research LMIC
Food safety research LMICFood safety research LMIC
Food safety research LMIC
 
The application of One Health: Observations from eastern and southern Africa
The application of One Health: Observations from eastern and southern AfricaThe application of One Health: Observations from eastern and southern Africa
The application of One Health: Observations from eastern and southern Africa
 
One Health in action: Perspectives from 10 years in the field
One Health in action: Perspectives from 10 years in the fieldOne Health in action: Perspectives from 10 years in the field
One Health in action: Perspectives from 10 years in the field
 
Reservoirs of pathogenic Leptospira species in Uganda
Reservoirs of pathogenic Leptospira species in UgandaReservoirs of pathogenic Leptospira species in Uganda
Reservoirs of pathogenic Leptospira species in Uganda
 
Minyoo ya mbwa
Minyoo ya mbwaMinyoo ya mbwa
Minyoo ya mbwa
 
Parasites in dogs
Parasites in dogsParasites in dogs
Parasites in dogs
 
Assessing meat microbiological safety and associated handling practices in bu...
Assessing meat microbiological safety and associated handling practices in bu...Assessing meat microbiological safety and associated handling practices in bu...
Assessing meat microbiological safety and associated handling practices in bu...
 
Ecological factors associated with abundance and distribution of mosquito vec...
Ecological factors associated with abundance and distribution of mosquito vec...Ecological factors associated with abundance and distribution of mosquito vec...
Ecological factors associated with abundance and distribution of mosquito vec...
 
Livestock in the agrifood systems transformation
Livestock in the agrifood systems transformationLivestock in the agrifood systems transformation
Livestock in the agrifood systems transformation
 
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
 
Practices and drivers of antibiotic use in Kenyan smallholder dairy farms
Practices and drivers of antibiotic use in Kenyan smallholder dairy farmsPractices and drivers of antibiotic use in Kenyan smallholder dairy farms
Practices and drivers of antibiotic use in Kenyan smallholder dairy farms
 

Recently uploaded

Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
Tomaz Bratanic
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
innovationoecd
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
Matthew Sinclair
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
Ivanti
 
Mind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AIMind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AI
Kumud Singh
 
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceAI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
IndexBug
 
Full-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalizationFull-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalization
Zilliz
 
Microsoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdfMicrosoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdf
Uni Systems S.M.S.A.
 
20240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 202420240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 2024
Matthew Sinclair
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
Alpen-Adria-Universität
 
Things to Consider When Choosing a Website Developer for your Website | FODUU
Things to Consider When Choosing a Website Developer for your Website | FODUUThings to Consider When Choosing a Website Developer for your Website | FODUU
Things to Consider When Choosing a Website Developer for your Website | FODUU
FODUU
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
ssuserfac0301
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
panagenda
 
Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
Aftab Hussain
 
Serial Arm Control in Real Time Presentation
Serial Arm Control in Real Time PresentationSerial Arm Control in Real Time Presentation
Serial Arm Control in Real Time Presentation
tolgahangng
 
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxOcean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
SitimaJohn
 
CAKE: Sharing Slices of Confidential Data on Blockchain
CAKE: Sharing Slices of Confidential Data on BlockchainCAKE: Sharing Slices of Confidential Data on Blockchain
CAKE: Sharing Slices of Confidential Data on Blockchain
Claudio Di Ciccio
 
GenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizationsGenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizations
kumardaparthi1024
 
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
Edge AI and Vision Alliance
 

Recently uploaded (20)

Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
 
Mind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AIMind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AI
 
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceAI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
 
Full-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalizationFull-RAG: A modern architecture for hyper-personalization
Full-RAG: A modern architecture for hyper-personalization
 
Microsoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdfMicrosoft - Power Platform_G.Aspiotis.pdf
Microsoft - Power Platform_G.Aspiotis.pdf
 
20240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 202420240605 QFM017 Machine Intelligence Reading List May 2024
20240605 QFM017 Machine Intelligence Reading List May 2024
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
 
Things to Consider When Choosing a Website Developer for your Website | FODUU
Things to Consider When Choosing a Website Developer for your Website | FODUUThings to Consider When Choosing a Website Developer for your Website | FODUU
Things to Consider When Choosing a Website Developer for your Website | FODUU
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
 
Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
 
Serial Arm Control in Real Time Presentation
Serial Arm Control in Real Time PresentationSerial Arm Control in Real Time Presentation
Serial Arm Control in Real Time Presentation
 
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxOcean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
 
CAKE: Sharing Slices of Confidential Data on Blockchain
CAKE: Sharing Slices of Confidential Data on BlockchainCAKE: Sharing Slices of Confidential Data on Blockchain
CAKE: Sharing Slices of Confidential Data on Blockchain
 
GenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizationsGenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizations
 
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
 

Tanzania dairy genetics: Matching dairy genetics to smallholder farmers’ input systems

  • 1. Inception workshop of the AgriTT project: Evaluation of breed composition, productivity and fitness for smallholder dairy cattle in Tanzania, Dar es Salaam, 10-11 June 2014 Morris Agaba The Nelson Mandela African Institute of Science and Technology
  • 2. Farmer Targeting and Feedback Aims: Identify a diverse representation of farmers needed to capture the range of genotypes, and on farm practices in the study sites. Develop or refine the most optimal mechanisms to encourage continued participation in recording and uptake of research outputs and of improved management practices.
  • 4. Criteria for Selection  Randomized in all the wards of Rungwe and Lushoto surveyed by MilkIT.  One at least one cow with either – • a calf born in last 3 months • in third trimester.  Willingness of farmer to participate.  Where farmers are closely clustered – e.g. Lushoto should we target the entire cluster?  If farmers are in groups – do we target entire group?
  • 5. Data collection  Reproductive performance and health  Heat expression and detection.  Mating strategy –AI/Natural service  Efficiency of service  Genital infections/other infections/diseases  Production data • Growth rate of calves • Milk off take. • Milk sales/home consumption • Milk quality? • Enterprise characteristics?
  • 6. Data collection  Animal Health and welfare  Incidences of disease: clinical signs/mastitis  Interventions and outcomes thereof  Housing - and hygiene and waste management  Inputs Data  Source and type of feeds .– especially forages  Amounts of feeds and supplements  Type of vegetation? Bioactive compounds? Nutrient analysis? e.g. minerals?  What other Data should be collected?
  • 7. Data collection • Enterprise characteristics: the farmer and farm  Gender, Role in house hold, Role in Animal Management.  Education Characteristics, Social Network, Membership to “trade union”, Access to market  Size of enterprise - number of animal, land size, type of infrastructure – animal housing.  Disposition to adopting new methods, experience with dairy farming.  Value of cattle compared to there revenue streams
  • 8. Innovations on Feed back  Characterization of information needs • Type of information • Quality – including timeliness • Regularity of feed back  Assessment of feedback mechanisms • Peer to peer (farmer visits and exchange) • Existing extensions system mechanism. • Possible role of ITC – especially mobile phones  How do we evaluate the effects of feedback? What outcomes to target?
  • 9. Innovations on Feed back (chickenApp) • Data is Data, no value if not mined. • Paper data expensive. • Paper data is vulnerable. • IT may be one tool to transform recording. Example of Farm Records
  • 10. Innovations on Feed back (chickenApp) • Front line workers armed with client specific Data. • Aggregate data available to higher level actors. • Correlations can be made with other events, deaths, illness, change of feed. INPUTS (monthly) EGG OUT (Daily)
  • 11. Information “Value Chain” • How best to model information flows? • What best intervention points? • What types of analyses? • What media of communication?