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Monitoring, Evaluation and
Learning
Objectives
1. Performance benchmarking: To enable breeders to
devise a realistic performance assessment plan for their
demand-led breeding programme that:
(i) Is incorporated into strategies and stage plans for new
variety design and engages with clients and stakeholders in
the value chain; and
(ii) Develops key performance indicators tailored for new
variety development and delivery of a demand-led breeding
programme’s goals and objectives.
Objectives
2. Variety adoption and performance tracking
(i) To enable breeders to appreciate the importance of
variety adoption assessment in demand-led breeding
(ii) To design pathways for monitoring progress in
demand-led breeding with value chain clients, with
defined responsibilities for the various actors
(iii) To explore improved, low cost methods for variety
tracking to assess adoption of new varieties
Chapter 6 Outline
1. Introduction
2. Performance Benchmarking
3. Principles and Best Practices in Demand-led Breeding
4. Monitoring, Evaluation and Learning for Demand-led
Breeding
5. Variety Adoption and Performance Tracking
6. Case Study on Bean Improvement in Ethiopia 2004-14
7. Learning and Communications
1. INTRODUCTION
Opening Discussion
(individual exercise and plenary discussion )
• Do you have institutional M&E systems in your
organization?
• Are you using it in your breeding programme?
• How do you measure success of your breeding
programme?
• How do you get feedback from value chain clients
and other stakeholders?
2. PERFORMANCE BENCHMARKING
Definition of Terms
• Breeding program: “The combination of all
the activities required to create a portfolio of
new varieties that serve farmers in different
market segments and their value chains”
• Breeding project: “The means for creating a
new variety to serve the needs of farmers,
their markets and value chains”
Definition of Terms
• Breeding goal: “The overarching aim that
guides decision making within the breeding
project”
• Breeding objectives: “the measurable steps
that can be undertaken to deliver the goal”
Definition of terms
SMART Breeding objectives are:
• Specific: Target specific aspects or combination of traits
required by clients or the value chain for improvement
• Measurable: Can be quantified or have at least an
indicator of performance
• Achievable: Can be delivered within the given time,
knowledge, resources and enabling environment
• Relevant: Must relate closely and support the overall
goal of the project
• Time-related: Appropriate for the timescales possible
and it can be specified when results will be available
Definition of Terms
• Project Outputs: “The product(s) produced during
the demand-led breeding project”
• Project Outcome: “The changes in behaviour or
events that take place as a result of the new variety
having been designed, developed, released and made
available to clients”
• Project Impact: “The economic and social benefits
that accrue to farmers, their communities and their
crop value chains as a result of using the new variety
(or varieties) created during a plant breeding project”
Definition of Terms
• Key performance indicator: “A descriptor/metric
that can be measured to provide a quantitative
assessment of the performance of core
components of the project, such as efficiency and
effectiveness of operational delivery, project
outputs, outcomes and impact”
• Target: “A quantitative expression of the desired
result of the breeding project. It can be used to
describe an output, an outcome and be a key
performance indicator”
Definition of Terms
• Variety branding: “A name, term, design,
symbol or other feature that distinguishes one
institution’s/company’s/ individual breeder’s
variety from those of others”
3. PRINCIPLES AND BEST PRACTICES in
DEMAND-LED BREEDING
Principles of Demand-led Breeding:
• Target driven: Demand-led breeding is target driven and
this is embedded in breeding and related M&E process
• Demand-led strategy: A demand-led development
strategy is designed for each new variety. It includes the
components of “why”, “what”, “who”, “when” and “how”
• Performance indicators: The expected level of
engagement and emphasis placed on the views of clients
on the performance and use of varieties is much higher
in demand-led than in conventional breeding
programmes
Demand-led Breeding Stage Plan
Discovery
Early
Development
Discovery
Proof of
Concept
Late
Development
Pre-
Commercial
Commercial Discontinue
Variety
Design A C D E F G H
B
Market research.
Product profile
creation.
Development
Investment
case created.
Identification,
characterization
and selection of
specific traits to
be used
Line
Development.
Development
and screening of
product
components or
pre-products
rather than
products
Small plot
screening of
products as
commercial
prototypes
Product prototype
characterization
and selection
based on
performance in
replicated trials
and wider
evaluation
Preparing for
launch
Product sales
Launch
Rapid Growth
Peak Sales
Sales Decline
Stop sales
Elimination of
inventory
Breeding & Selection Product Evaluation
and Scale-up
Life Cycle Management
Investment
Decision
Initiation of
research on
germplasm
aligned to the
product concept
Commercial
Candidates
selected
requiring
characterization,
scaling-up and
regulatory approval
Product
Launch
of specific
products in
specific market
segments
Product
discontinuation
Products that have
completed
discontinuation
activities, and stock
removed from
inventories
Product concept
Key Stage Gate
decision point
Stage Stage activities
Phase Modified version of
Syngenta Seeds stage plan
Line progression decisions
Variety Branding
• Variety brand: name, term,
design, symbol or other feature
that distinguishes one variety
from those of others
• Appears on seed packages or
printed as flyers/ posters used
for marketing
• Ensures returns on investments
for breeders
• Enables breeders to be
recognized for their skills and
makes breeding a valued
profession
IMPROVED BEAN VARIETY JESCA
Characteristics Benefits
 Thrives well in low and medium altitudes
 Matures early (70 – 82 days)
 Yield levels (8 - 10 bags/acre)
 Cooking time (40 – 48 minutes)
 High yielding
 Highly marketable at prime prices
 Disease resistant – increases farmers incomes
 Ensures food security (leaves and grains)
 Improves soil fertility
 Crop residues can be used as livestock feed
 Can be intercropped with other crops like maize
For more information contact +255 787 446 079 or +255 754 341 550
FOR HIGHER YIELDS OBSERVE GOOD AGRICULTURAL PRACTICES
 Use good quality seed
 Apply fertilizer
 Weed at the right time
 Prepare the field well
 Do not burn the crop residues
 Plant early at a spacing of 50cm x 20cm
4. MONITORING, EVALUATION AND
LEARNING FOR DEMAND-LED BREEDING
4. Monitoring, Evaluation (M&E) and
Learning for Demand-led Breeding
• What are the differences between monitoring,
evaluation and learning in current breeding
programmes vs demand-led breeding projects and
programmes?
• What do these differences mean for your demand
led-breeding programm, for M&E and learning
systems and the possible implementation
challenges?
• What does this mean for your role as a breeder?
Monitoring, Evaluation (M&E) and Learning
• Monitoring, evaluation and learning is a process to
improve project performance in achieving results, and is
applicable to any breeding programme.
• Four reasons for using M&E and learning in demand-led
breeding projects/programmes are:
1. Delivery
– To support development and delivery of new varieties to meet
clients’ needs, to their design specification, on time and budget
2. Quality
– To provide data on project progress and effectiveness
– To improve project management and decision making
– To provide data to plan future resource needs
– To provide data useful for policy making and advocacy
Monitoring, Evaluation (M&E) and Learning
3. Accountability
– To ensure accountability to clients, investors,
partners, value chain actors, other stakeholders
4. Learning
– To provide opportunities to learn from experience
of current breeding projects/programme
– To provide evidence about what works and what
does not, to inform future projects and scaling up
Monitoring
• Monitoring is a continuous observation and checking
procedure on the progress of on-going breeding activities
• Compares progress of activities against milestones and
timelines for decisions in the stage plan
• Compares estimated and actual costs of the project against
its approved budget
• The purposes of monitoring are:
– To support reaching the milestones and targets set for the
project in a timely manner;
– To determine if corrective action is required to solve emerging
problems or any delays;
– To identify improvements that need to be made to the stage
plan.
Evaluation
• Evaluation is a systematic, objective examination
of the performance of a breeding project and
delivery of its goals, objectives and targets
• The best evaluations look at project performance
in terms of relevance, effectiveness and efficiency
and if expected outputs, outcomes and impact
have been or will be achieved on time and on
budget
Evaluation
Four key decision points in the stage plan when
critical evaluation needs to be undertaken to
support investment and progression decisions, are:
• Investment decision: Decision to start a breeding
project and invest in creating a new variety, based
on a demand-driven product profile
• Commercial candidates: Deciding on lead lines to
be developed and scaled up
• New variety release
• Post-launch adoption and impact assessment
Key evaluation questions
• Meeting trait performance targets: How close is
the performance of the new variety to the new
variety design targets set in the product profile?
Specifically, are the genetic gains required for
each of the priority traits being delivered?
• Satisfying clients’ needs: Does the variety satisfy
client’s needs and demand? Is it preferred to
older varieties? Has it been adopted by the target
numbers of farmers it was designed for?
Key evaluation questions
• Impact: Does the variety create the economic,
social and environmental impact at the
individual, household and community level?
(as defined in the benefits case used to justify
the investment in the breeding project)
• Impact may be assessed by ex post evaluation
only several years after varietal release
How is M&E integrated into Demand- led
Breeding Projects/Programme?
• M&E is an important component for success and continuous
improvement in demand-led breeding
• M&E for demand-led breeding is designed to be primarily
target driven (and not breeding activity driven).
• Key performance indicators of success include metrics on:
– Performance of new varieties, meeting trait
specifications
– Client satisfaction
– Use of new varieties by farmers and their value chains
M&E Implications for the Breeder
• Metrics: Breeders should support performance
measurements that go beyond number of varieties
registered and include metrics on product use and
performance after release
• Variety identification: Breeders should build identity
recognition systems into their varieties to allow a simple,
cost effective, and ideally in-situ identification to enable
monitoring of variety adoption monitoring
• Clients: Greater engagement of breeders with clients and
value chains at the key decision points in the variety stage
plan helps to ensure demand and uptake on release
Key performance indicators for
SMART breeding objectives
The quality and effectiveness of breeding objectives can be
improved by ensuring they have S.M.A.R.T characteristics:
• Specific – target specific aspects or combination of traits required
by clients or the value chain for improvement
• Measurable – can be quantified or have at least an indicator of
performance
• Achievable – can be delivered within the given knowledge,
resources and enabling environment
• Relevant – must relate closely and support the overall goal of the
project
• Time-related – are appropriate for the timescales possible and it
can be specified when results will be available
Ugandan dry bean seed value chain
Group Exercise – Formulation of KPIs
• Using the Ugandan dry bean seed value chain:
– What information would you want from each value
chain actor to measure the success of your variety?
– List the KPIs (quantitative and qualitative indicators)
along this seed value chain
5. VARIETY ADOPTION AND
PERFORMANCE TRACKING
Variety Adoption and Performance
Tracking
• How do you know which is your seed/variety in the
field?
• Do you have a cost-effective method to track your new
variety after release?
Variety Adoption and Performance
Tracking
• Success of a breeding programme can only be verified if the
adoption pathways and performances of the products are
tracked and documented
• Breeders need to be aware of all variety identity and
tracking technologies available e.g. phenotypic and low-
cost molecular approaches
• Evaluate each tracking option in terms of accuracy,
technical feasibility and cost
• Select and incorporate the most appropriate tracking
methods into the development strategy and stage plan
Variety Tracking using GPS Coordinates
• Important for breeders to:
– Monitor the movement
of their varieties
– Determine if varieties
are adopted and being
used by the farmers.
– Also include locations
of seed sales agencies
and their geographical
distribution
– New IT can help track
seed sales of new
varieties (e.g. GPS,
mobile phones).
An example of variety tracking using GPS
coordinates in six districts of Tanzania
6. LEARNING AND COMMUNICATION
Learning and Communication
• Learning is an important aspect of a breeding project that
is often overlooked
• Success stories/case studies are important communication
tools to share learning and impacts amongst breeders,
clients, investors and value chain actors
• Case studies provide a medium for understanding and
acting on knowledge gained and lessons learned
• Case studies provide a lasting record of the breeding
team’s accomplishments and impact well beyond the
completion of a specific breeding project (e.g. Norman
Borlaug (wheat) and Gibesa Ejeta (sorghum) effect)
Learning and Communication
• Lessons can also be learned from less
successful breeding projects
• Requires visionary R&D leadership to ensure
negative evaluations lead to positive
outcomes, by contributing to professional
development of breeders and improving new
variety designs for future breeding projects
Case study
Beans in Ethiopia 2004-2014
Other Success Stories in Plant Breeding
• Name of breeder, research institute/organization
• Name a success story from a national/international
breeding programme?
• What is the name of the variety? When was it released?
• Where was it released ? Can it be tracked via GPS/other?
• What is the evidence of adoption by farmers? Data?
• Does new variety meet and/or expand market demand?
• What are quantifiable benefits/impact of the new,
(demand-led) variety?
Demand-Led Plant Breeding
Training Manual
Chapter 6
Monitoring, Evaluation and Learning
Jean Claude Rubyogo and Ivan Rwomushana
The Business of Plant Breeding:
Market-led approaches to new variety design in Africa

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sunum _onel.pptx

  • 2. Objectives 1. Performance benchmarking: To enable breeders to devise a realistic performance assessment plan for their demand-led breeding programme that: (i) Is incorporated into strategies and stage plans for new variety design and engages with clients and stakeholders in the value chain; and (ii) Develops key performance indicators tailored for new variety development and delivery of a demand-led breeding programme’s goals and objectives.
  • 3. Objectives 2. Variety adoption and performance tracking (i) To enable breeders to appreciate the importance of variety adoption assessment in demand-led breeding (ii) To design pathways for monitoring progress in demand-led breeding with value chain clients, with defined responsibilities for the various actors (iii) To explore improved, low cost methods for variety tracking to assess adoption of new varieties
  • 4. Chapter 6 Outline 1. Introduction 2. Performance Benchmarking 3. Principles and Best Practices in Demand-led Breeding 4. Monitoring, Evaluation and Learning for Demand-led Breeding 5. Variety Adoption and Performance Tracking 6. Case Study on Bean Improvement in Ethiopia 2004-14 7. Learning and Communications
  • 5. 1. INTRODUCTION Opening Discussion (individual exercise and plenary discussion ) • Do you have institutional M&E systems in your organization? • Are you using it in your breeding programme? • How do you measure success of your breeding programme? • How do you get feedback from value chain clients and other stakeholders?
  • 7. Definition of Terms • Breeding program: “The combination of all the activities required to create a portfolio of new varieties that serve farmers in different market segments and their value chains” • Breeding project: “The means for creating a new variety to serve the needs of farmers, their markets and value chains”
  • 8. Definition of Terms • Breeding goal: “The overarching aim that guides decision making within the breeding project” • Breeding objectives: “the measurable steps that can be undertaken to deliver the goal”
  • 9. Definition of terms SMART Breeding objectives are: • Specific: Target specific aspects or combination of traits required by clients or the value chain for improvement • Measurable: Can be quantified or have at least an indicator of performance • Achievable: Can be delivered within the given time, knowledge, resources and enabling environment • Relevant: Must relate closely and support the overall goal of the project • Time-related: Appropriate for the timescales possible and it can be specified when results will be available
  • 10. Definition of Terms • Project Outputs: “The product(s) produced during the demand-led breeding project” • Project Outcome: “The changes in behaviour or events that take place as a result of the new variety having been designed, developed, released and made available to clients” • Project Impact: “The economic and social benefits that accrue to farmers, their communities and their crop value chains as a result of using the new variety (or varieties) created during a plant breeding project”
  • 11. Definition of Terms • Key performance indicator: “A descriptor/metric that can be measured to provide a quantitative assessment of the performance of core components of the project, such as efficiency and effectiveness of operational delivery, project outputs, outcomes and impact” • Target: “A quantitative expression of the desired result of the breeding project. It can be used to describe an output, an outcome and be a key performance indicator”
  • 12. Definition of Terms • Variety branding: “A name, term, design, symbol or other feature that distinguishes one institution’s/company’s/ individual breeder’s variety from those of others”
  • 13. 3. PRINCIPLES AND BEST PRACTICES in DEMAND-LED BREEDING
  • 14. Principles of Demand-led Breeding: • Target driven: Demand-led breeding is target driven and this is embedded in breeding and related M&E process • Demand-led strategy: A demand-led development strategy is designed for each new variety. It includes the components of “why”, “what”, “who”, “when” and “how” • Performance indicators: The expected level of engagement and emphasis placed on the views of clients on the performance and use of varieties is much higher in demand-led than in conventional breeding programmes
  • 15. Demand-led Breeding Stage Plan Discovery Early Development Discovery Proof of Concept Late Development Pre- Commercial Commercial Discontinue Variety Design A C D E F G H B Market research. Product profile creation. Development Investment case created. Identification, characterization and selection of specific traits to be used Line Development. Development and screening of product components or pre-products rather than products Small plot screening of products as commercial prototypes Product prototype characterization and selection based on performance in replicated trials and wider evaluation Preparing for launch Product sales Launch Rapid Growth Peak Sales Sales Decline Stop sales Elimination of inventory Breeding & Selection Product Evaluation and Scale-up Life Cycle Management Investment Decision Initiation of research on germplasm aligned to the product concept Commercial Candidates selected requiring characterization, scaling-up and regulatory approval Product Launch of specific products in specific market segments Product discontinuation Products that have completed discontinuation activities, and stock removed from inventories Product concept Key Stage Gate decision point Stage Stage activities Phase Modified version of Syngenta Seeds stage plan Line progression decisions
  • 16. Variety Branding • Variety brand: name, term, design, symbol or other feature that distinguishes one variety from those of others • Appears on seed packages or printed as flyers/ posters used for marketing • Ensures returns on investments for breeders • Enables breeders to be recognized for their skills and makes breeding a valued profession IMPROVED BEAN VARIETY JESCA Characteristics Benefits  Thrives well in low and medium altitudes  Matures early (70 – 82 days)  Yield levels (8 - 10 bags/acre)  Cooking time (40 – 48 minutes)  High yielding  Highly marketable at prime prices  Disease resistant – increases farmers incomes  Ensures food security (leaves and grains)  Improves soil fertility  Crop residues can be used as livestock feed  Can be intercropped with other crops like maize For more information contact +255 787 446 079 or +255 754 341 550 FOR HIGHER YIELDS OBSERVE GOOD AGRICULTURAL PRACTICES  Use good quality seed  Apply fertilizer  Weed at the right time  Prepare the field well  Do not burn the crop residues  Plant early at a spacing of 50cm x 20cm
  • 17. 4. MONITORING, EVALUATION AND LEARNING FOR DEMAND-LED BREEDING
  • 18. 4. Monitoring, Evaluation (M&E) and Learning for Demand-led Breeding • What are the differences between monitoring, evaluation and learning in current breeding programmes vs demand-led breeding projects and programmes? • What do these differences mean for your demand led-breeding programm, for M&E and learning systems and the possible implementation challenges? • What does this mean for your role as a breeder?
  • 19. Monitoring, Evaluation (M&E) and Learning • Monitoring, evaluation and learning is a process to improve project performance in achieving results, and is applicable to any breeding programme. • Four reasons for using M&E and learning in demand-led breeding projects/programmes are: 1. Delivery – To support development and delivery of new varieties to meet clients’ needs, to their design specification, on time and budget 2. Quality – To provide data on project progress and effectiveness – To improve project management and decision making – To provide data to plan future resource needs – To provide data useful for policy making and advocacy
  • 20. Monitoring, Evaluation (M&E) and Learning 3. Accountability – To ensure accountability to clients, investors, partners, value chain actors, other stakeholders 4. Learning – To provide opportunities to learn from experience of current breeding projects/programme – To provide evidence about what works and what does not, to inform future projects and scaling up
  • 21. Monitoring • Monitoring is a continuous observation and checking procedure on the progress of on-going breeding activities • Compares progress of activities against milestones and timelines for decisions in the stage plan • Compares estimated and actual costs of the project against its approved budget • The purposes of monitoring are: – To support reaching the milestones and targets set for the project in a timely manner; – To determine if corrective action is required to solve emerging problems or any delays; – To identify improvements that need to be made to the stage plan.
  • 22. Evaluation • Evaluation is a systematic, objective examination of the performance of a breeding project and delivery of its goals, objectives and targets • The best evaluations look at project performance in terms of relevance, effectiveness and efficiency and if expected outputs, outcomes and impact have been or will be achieved on time and on budget
  • 23. Evaluation Four key decision points in the stage plan when critical evaluation needs to be undertaken to support investment and progression decisions, are: • Investment decision: Decision to start a breeding project and invest in creating a new variety, based on a demand-driven product profile • Commercial candidates: Deciding on lead lines to be developed and scaled up • New variety release • Post-launch adoption and impact assessment
  • 24. Key evaluation questions • Meeting trait performance targets: How close is the performance of the new variety to the new variety design targets set in the product profile? Specifically, are the genetic gains required for each of the priority traits being delivered? • Satisfying clients’ needs: Does the variety satisfy client’s needs and demand? Is it preferred to older varieties? Has it been adopted by the target numbers of farmers it was designed for?
  • 25. Key evaluation questions • Impact: Does the variety create the economic, social and environmental impact at the individual, household and community level? (as defined in the benefits case used to justify the investment in the breeding project) • Impact may be assessed by ex post evaluation only several years after varietal release
  • 26. How is M&E integrated into Demand- led Breeding Projects/Programme? • M&E is an important component for success and continuous improvement in demand-led breeding • M&E for demand-led breeding is designed to be primarily target driven (and not breeding activity driven). • Key performance indicators of success include metrics on: – Performance of new varieties, meeting trait specifications – Client satisfaction – Use of new varieties by farmers and their value chains
  • 27. M&E Implications for the Breeder • Metrics: Breeders should support performance measurements that go beyond number of varieties registered and include metrics on product use and performance after release • Variety identification: Breeders should build identity recognition systems into their varieties to allow a simple, cost effective, and ideally in-situ identification to enable monitoring of variety adoption monitoring • Clients: Greater engagement of breeders with clients and value chains at the key decision points in the variety stage plan helps to ensure demand and uptake on release
  • 28. Key performance indicators for SMART breeding objectives The quality and effectiveness of breeding objectives can be improved by ensuring they have S.M.A.R.T characteristics: • Specific – target specific aspects or combination of traits required by clients or the value chain for improvement • Measurable – can be quantified or have at least an indicator of performance • Achievable – can be delivered within the given knowledge, resources and enabling environment • Relevant – must relate closely and support the overall goal of the project • Time-related – are appropriate for the timescales possible and it can be specified when results will be available
  • 29. Ugandan dry bean seed value chain
  • 30. Group Exercise – Formulation of KPIs • Using the Ugandan dry bean seed value chain: – What information would you want from each value chain actor to measure the success of your variety? – List the KPIs (quantitative and qualitative indicators) along this seed value chain
  • 31. 5. VARIETY ADOPTION AND PERFORMANCE TRACKING
  • 32. Variety Adoption and Performance Tracking • How do you know which is your seed/variety in the field? • Do you have a cost-effective method to track your new variety after release?
  • 33. Variety Adoption and Performance Tracking • Success of a breeding programme can only be verified if the adoption pathways and performances of the products are tracked and documented • Breeders need to be aware of all variety identity and tracking technologies available e.g. phenotypic and low- cost molecular approaches • Evaluate each tracking option in terms of accuracy, technical feasibility and cost • Select and incorporate the most appropriate tracking methods into the development strategy and stage plan
  • 34. Variety Tracking using GPS Coordinates • Important for breeders to: – Monitor the movement of their varieties – Determine if varieties are adopted and being used by the farmers. – Also include locations of seed sales agencies and their geographical distribution – New IT can help track seed sales of new varieties (e.g. GPS, mobile phones). An example of variety tracking using GPS coordinates in six districts of Tanzania
  • 35. 6. LEARNING AND COMMUNICATION
  • 36. Learning and Communication • Learning is an important aspect of a breeding project that is often overlooked • Success stories/case studies are important communication tools to share learning and impacts amongst breeders, clients, investors and value chain actors • Case studies provide a medium for understanding and acting on knowledge gained and lessons learned • Case studies provide a lasting record of the breeding team’s accomplishments and impact well beyond the completion of a specific breeding project (e.g. Norman Borlaug (wheat) and Gibesa Ejeta (sorghum) effect)
  • 37. Learning and Communication • Lessons can also be learned from less successful breeding projects • Requires visionary R&D leadership to ensure negative evaluations lead to positive outcomes, by contributing to professional development of breeders and improving new variety designs for future breeding projects
  • 38. Case study Beans in Ethiopia 2004-2014
  • 39. Other Success Stories in Plant Breeding • Name of breeder, research institute/organization • Name a success story from a national/international breeding programme? • What is the name of the variety? When was it released? • Where was it released ? Can it be tracked via GPS/other? • What is the evidence of adoption by farmers? Data? • Does new variety meet and/or expand market demand? • What are quantifiable benefits/impact of the new, (demand-led) variety?
  • 40. Demand-Led Plant Breeding Training Manual Chapter 6 Monitoring, Evaluation and Learning Jean Claude Rubyogo and Ivan Rwomushana The Business of Plant Breeding: Market-led approaches to new variety design in Africa

Editor's Notes

  1. Quantitative key performance measures – these are numerical and are gathered using e.g. surveys with set questionnaires, predefined data collection formats useful for recording and comparing predetermined variables Qualitative descriptions – the change is shown through description. e.g. rapid assessment techniques, focus group discussions, and semi-structured interviews Participatory methods – these include visual methods that do not rely on high literacy levels e.g. photos, diagrams, maps, timelines, stories, drama, song, mapping, ranking and scoring. These approaches allow the differences in people’s interests, needs and priorities to be recognized by insiders and outsiders, and form the basis for negotiation between stakeholders. They also allow people to benefit from analysing and asserting their own interests, and make a meaningful contribution to the way the project is designed, managed and implemented. It is a way of ensuring relevance of the project and promoting ownership of local people, which is essential for any chance of sustainability and success in the long term Most significant change (MSC) – this is one of the most popular approaches that have been developed for monitoring and evaluation without indicators. It is a form of participatory monitoring and evaluation, based on telling stories about events people think were important and why they think they were significant. With this approach, there is no need to explain what an indicator is or learn special professional skills, so everyone can participate and the technique can be used in different cultural contexts. It is particularly suited to monitoring thea project where the focus is on learning rather than just delivery Outcome mapping – this technique focuses on changes in the behaviour and attitudes of people, groups and organizations that are directly affected by the development or release of the new variety. E.g. outcome mapping focuses on the effect of the development project on the roles and participation of partners from the value chain for this and future projects